\r\n\tThe objective of this book is to provide a state-of-the-art review of the use of timber in building construction from various perspectives, including manufacturing, fabrication, modeling, design, and construction of residential and other types of buildings. Of special interest will be contributions related to new developments in timber technologies, design, construction, testing, sustainability, LCA, building envelope, and the performance of timber buildings in natural and man-made hazard conditions.
",isbn:"978-1-83768-263-8",printIsbn:"978-1-83768-262-1",pdfIsbn:"978-1-83768-264-5",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"356565153fc7e43f1bf0cb7ba5e7b28a",bookSignature:"Prof. Ali M. Memari",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/12057.jpg",keywords:"Wood, Lumber, Timber Industry, Home Building, Glue-Laminated Wood, Cross-Laminated Timber, Plywood, Fire Resistance, Sustainability, Fabrication, Panelized/Modular, Material Properties",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"May 31st 2022",dateEndSecondStepPublish:"June 28th 2022",dateEndThirdStepPublish:"August 27th 2022",dateEndFourthStepPublish:"November 15th 2022",dateEndFifthStepPublish:"January 14th 2023",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"3 days",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"Dr. Memari is a Professor and Bernard and Henrietta Hankin Chair in Residential Building Construction in the Departments of Architectural Engineering and Civil and Environmental Engineering. During his 30 years of teaching in structural engineering, his research focused on the behavior of structural, architectural, and enclosure components of residential and commercial buildings under natural hazard loading and environmental conditions. He has published over 300 publications.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"252670",title:"Prof.",name:"Ali",middleName:null,surname:"M. Memari",slug:"ali-m.-memari",fullName:"Ali M. Memari",profilePictureURL:"https://mts.intechopen.com/storage/users/252670/images/system/252670.jpg",biography:"Dr. Memari is a Professor and Bernard and Henrietta Hankin Chair in Residential Building Construction in the Departments of Architectural Engineering and Civil and Environmental Engineering at Penn State, and Director of The Pennsylvania Housing Research Center. During his 30 years of teaching and research experience, he has taught various courses related to structural\r\nengineering. He has focused his research on full-scale laboratory testing characterization and evaluation of residential and commercial buildings with respect to structural, architectural, and envelope components under gravity and lateral loads that simulate natural hazards (earthquakes/wind-storms), as well as environmental effects involving building science aspects (heat transfer, air leakage and moisture transport) through building enclosure. 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From chapter submission and review to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. 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1. Introduction
The natural extracts of plants are an important source for the identification of new biologically active compounds with possible applications in the pharmaceutical field. Phytotherapy embraces especially the isolation from herbs, of compounds with unique chemical structures, which are considered to be pharmacologically active. Recent statistics show that, on an annual basis, there are identified over 1500 new compounds from different species of plants, and about one quarter of prescription drugs contain substances of plant origin.
Although globally there are many studies on natural products, research in this area continues to be of great latent potential, in part due to the existing and still unexploited, potential and perspective development of new opportunities to recovery in major industrial areas and because of their socio-economic impact. A large number of plant extracts that have been used in the traditional medicine have also applications nowadays, both in the pharmaceutical and food industries (Busquet et al., 2005 [1]).
It is known that native Carpathian flora represents about 30% of plant species on the entire European continent. In Romanian, traditional medicine, there are used a number of plants with powerful therapeutic effects, and, as a result, an extensive investigation of their content is necessary. There are many classes of compounds that can be found in an alcoholic, natural extracts: amino acids, peptides, small proteins, phenols, polyphenols, saponins, flavonoids and sugars. Compounds of great interest are the free amino acids and the peptides from these extracts, which show important antitumor activities.
The process of structure elucidation of a natural product involves the determination of many physical-chemical properties: melting point, optical rotation, solubility, absorption, optical rotatory dispersion, circular dichroism, infrared spectroscopy, as well as mass and nuclear magnetic resonance spectroscopies. On the basis of such information will be proposed a likely and reasonable structure(s) for the studied natural product.
Figure 1.
Amino acids chemical structures
If early methods for organic molecule characterisation used only a few physico-chemical parameters, such as: melting point, solubility, elemental analysis, molecular weight, and/or specific rotation, yet now more modern techniques, especially various spectroscopies, of analysis and characterization are extremely useful tools for a complete chemical screening of the natural extracts.
The chemistry of natural products includes three main areas: isolation, structure elucidation, and synthetic methods. The isolation step is considered to be a part of structure elucidation, and therefore analysis and characterization methods, such as the UV-Vis and infrared spectroscopy, mass spectrometry and various chromatographic techniques, are all important tools for a proper identification of the components of an extract. Figure 1 illustrates the chemical structures for most, widely found, naturally occurring amino acids.
2. Sample preparation
A preliminary step, required for the proper separation of amino acids and peptides, consists in finding a suitable, partitioning scheme of the extract between various solvents, in order to remove the unwanted compounds, such as: polysaccharides, lipids, phenols and others.
Capillary electrophoresis (CE) allows the separation of amino acids without prior derivatization. A derivatization step is often necessary in order to improve the detectability using optical detection. A wide variety of labeling reagents have been reported, such as: FMOC, NDA, OPA or FITC (fluorescein isothiocyanate).
Typically, in amino acid analysis, peptide bonds must first be broken, into the individual amino acid constituents. It is known, that the sequence and nature of amino acids in a protein or peptide determines the properties of the molecule. There are different hydrolyzing methods commonly utilized before amino acid analysis, but the most common is acid hydrolysis. However, some of the amino acids can be destroyed using such an approach. Thus, methionine and cystine were either partially destroyed or oxidised to methionine sulphone and cysteic acid. Usually, it is often best to use a hot hydrochloric acid solution and 0.1% to 1.0% of phenol, which is added to prevent halogenation of tyrosine.
Alkaline hydrolysis method has limited applications due the destruction of arginine, serine, threonine, cysteine and cystine. Enzymatic hydrolysis represents perhaps the best method for the complete hydrolysis of peptide bonds, because it does not affect tryptophan, glutamine and asparagines. However, their applications are restricted, due to the difficulties often involved with the use of enzymes.
Separation and elucidation of the chemical composition of a natural product, from a medicinal plant, involves a very laborious procedure. For instance, in the case of Chelidonium majus L, a well –known herb, it was necessary to perform successive extractions with hexane, ethyl acetate, chloroform, and n-butyl alcohol. Every fraction obtained was analyzed in detail by various spectroscopic and chromatographic techniques.
Recent scientific research has reported a number of increased and improved techniques for the identification of free amino acids, such as, spectroscopic identification by means of colorimetric methods. These have often used reagents such as 2,4-dinitrofluorobenzene [2] and genipin [3]. Also, it has also been reported on the use of IR spectroscopy for the study of various extracts of Angelica [4].
3. UV-Vis spectroscopy
The UV-Vis spectra of natural compounds contain information about different properties (such as: chemical composition and structure). Such methods are simple, fast, inexpensive, and safe to perform; which accounts for their popularity. However, these methods have disadvantages, because the result’s accuracy depends on many factors: e.g., variations in the length of the polypeptide chain, amount and types of amino acid residues, accessibility of dye reagents, presence of final buffers, stabilizers, and other excipients, which can react with dyes or absorb at the detection wavelength.
4. IR spectroscopy
Infrared spectroscopy is based on molecular vibrations, characteristic to the specific chemical bonds or groups. The energy of most molecular vibrations (stretching, twisting and rotating) corresponds to that of the infrared region of the electromagnetic spectrum. There are many vibrational modes that do not represent a single type of bond oscillation but are strongly dependent on the neighbouring bonds and functional groups. One of the great advantages of this analytical technique for natural products, is due to the fact that spectra can be obtained form almost any environment (aqueous solution, organic solvents, etc.) and from relatively small quantities of sample.
There are a large number of IR spectroscopic studies regarding the structure of amino acids and peptides; some of the approached subjects are the following: infrared spectra of potassium ion tagged amino acids and peptides (Polfer et al., 2005[5]), IR spectra of deprotonated amino acids (Oomens et al., 2009[6]). Also, there have been reported studies regarding the IR spectra of some derivatives of the amino acids, namely the amides (Kasai et al., 1979[7]). The results show the appearance of the C=O group around 1675-1680 cm-1 for most of the studied compounds. An exception is represented by the L-tyrozine amide, which shows a vibration frequency of the C=O group at 1705 cm-1, fact that is probably due to the intermolecular hydrogen bonds between the N atom of the amidic group and the phenolic OH group (Kasai et al, 1979[7]). Linder et al. have presented the IR spectra of 5 natural amino acids, namely valine, proline, isoleucine, phenylalanine and leucine (Linder et al., 2005[8]). The five spectra are very similar as regards the position of C=O group, and the absorption frequencies of OH groups. Slight differences appear only in the case of the stretching vibrations of the C-H groups (Linder et al., 2005[8]).
The amino acid and peptide absorption bands in the 3400 cm-1 region is due to O–H and N–H, bond stretching. The broad absorption bands in the region 3030-3130 cm-1 are attributed to asymmetric valence vibrations of the ammonium (NH3+) group. The symmetric absorption vibrations in 2080 -2140 cm-1 or 2530-2760 cm-1, depend on amino acid chemical structures. The ammonium group deformation vibrations are located at 1500-1600 cm-1, together with the absorptions characteristic of the carboxylate ion. The asymmetrical deformation bands from 1610-1660 cm-1 is associated with a carboxylate (COO-) group, and it usually represents a weak absorption. The bands in the 1724-1754 cm-1 region correspond to the carbonyl (C=O) vibration.
In the next figure (Figure 2), is presented the FT-IR spectra of L-leucine.
Figure 2.
FT-IR spectra of leucine
In the following Figure 3, the IR spectrum of the Chelidonium majus L. extract is presented:
Figure 3.
IR spectrum of the aqueous part of the Chelidonium majus L. extract (after successive extractions with hexane, ethyl acetate, chloroform and n-butyl alcohol)
The wavenumbers that appear in the IR spectra can be attributed to: OH (3405.67 cm-1), CH2 and CH3 (2975.62 cm-1), C=C (1644.02 cm-1), and C-O (1382.71 cm-1). Also, the UV-Vis spectra of the aqueous part of Chelidonium majus L., showed the existence of three absorption bands: 734 nm, 268 nm and 198 nm, respectively. For a complete study, further analysis (including derivatization and HPLC) are usually performed.
5. Chromatographic methods
These techniques insure the separation of closely related compounds in a mixture, by differences in the equilibrium or partition distributions of the components between two immiscible phases, the stationary and the mobile phases. These differences in the equilibrium distribution are a result of chemical structures and the degree of interactions of the components between these two phases. Under the influence of a mobile phase (one or a mixture of solvents), the target compounds percolate through the stationary phase, which is a porous medium (usually, silica or alumina). For successful amino acid and peptide isolations and purifications from natural products, have been developed different chromatographic methods (e.g., paper, thin layer, gas chromatography, column and high performance liquid chromatography, etc.). From the enormous variety of methods of separation and isolation useful for natural products, adsorption or partition chromatography represents one of the most useful techniques of general application.
Thin layer chromatographic (TLC) is the simplest technique used to separate and identify natural products of interest. This method readily provides qualitative information and possibly quantitative data. The stationary phase is usually silica gel on the TLC or HPTLC (high performance TLC) plate, which is made up of silica adhered to glass or aluminium or a plastic, for support. The eluent (solvent mixture) acts as the mobile phase. Practically, the compounds of interest need to be soluble to varying degrees. Separation again results from the partition equilibrium of the components in the mixture. The separation depends on several factors: 1) solubility in the mobile phase, 2) attractions or adsorption between the compound and silica, the more the compound interacts with silica, the less it moves upwards, 3) size or MW of the compound, for the larger the compound, the slower it moves up the plate.
Since amino acids are colourless compounds, ninhydrin is routinely used to detect them, with the result of a coloured product, due to the formation of Ruhemann’purple complex. The familiar violet color which is associated with the reaction of amino acids with ninhydrin is attributed to the anion of the reagent (derivatizing agent). Another technique uses anisaldehyde-H2SO4 reagent for detection of amino acids, followed by heating (120° C, 5 minutes).
Different organic solvents (e.g., alcohol, dioxane, methyl cellosolve, pyridine, and phenol) are used to accelerate the development of color, to varying degrees. Ultimately a phenol-pyridine system was adopted as the most effective solvent. Exposure to 105°C for 3 to 5 minutes gives quantitative yields of color for all amino acids, except for tryptophan and lysine. The Rf (retardation factor) value for each compound can be calculated and compared with their reference values, in order to identify specific amino acids. The Rf value for each known compound should remain the same, provided the development of the plate is done with the same solvents, type of TLC plates, method of spotting and under exactly the same conditions.
High performance liquid chromatography (HPLC) allows for the most efficient and appropiate separations of consitutents from natural product, complex mixtures. It has been shown that HPLC is the premier separation method that can be used for amino acid analysis (AAA), from natural products, allowing for the separation and detection by UV absorbance or fluorescence. However, most common amino acids do not contain a chromophoric group, and thus some form of derivatization is usually required before HPLC or post-column.
Amino acids are highly polar molecules, and therefore, conventional chromatographic methods of analysis, such as, reversed-phase high performance liquid chromatography (RP-HPLC) or gas-chromatography (GC) cannot be used without derivatization. The derivatization procedure has several goals, such as: to increase the volatily, to reduce the reactivity, or to improve the chromatographic behaviour and performance of compounds of interest. In the case of amino acids, derivatization replaces active hydrogens on hydroxyl, amino and SH polar functional groups, with a nonpolar moiety. The great majority of derivatization procedures involve reaction with amino groups: usually primary amines, but also secondary amines (proline and hydroxyproline), or the derivatization of a carboxyl function of the amino acids. Some of the most common derivatization reagents are presented in the Table 1.
As it was mentioned before, prior derivatization of the amino acids is necessary due to the lack of UV absorbance in the 220-254 range. The paper of Moore and Stein [9] is actual even nowadays. Their method, that used a modified nynhidrin reagent for the photometric determination of the amino acids, represents the basis for various derivatization methods. There is a continuous increasing number of amino acids derivation reagents. There will be mentioned, as follows, some of the them: Melucci et al. [10] presents a method for the quantization of free amino acids that implies a pre-column derivatization with 9-fluorenylmethylchloroformate, followed by separation by reversed-phase high-performance liquid chromatography. Kochhar et al. [11] use the reverse-phase high-performance liquid chromatography for quantitative amino acids analysis and, as derivatization agent, 1-fluoro-2,4-dinitrophenyl-5-L-alanine amide, known as Marfey’s reagent. The method was successfully applied for the quantization of 19 L-amino acids and it is based on the stoichiometric reaction between the reagent and the amino group of the amino acids [11]. Ngo Bum et al. [12] have been used the cation exchange chromatography and post-column derivatization with ninhydrin for the detection of the free amino acids from the plant extracts. Culea et al. [13] have used the derivatization of amino acids with trifluoroacetic anhydride, followed by the extraction with ion exchangers and GC/MS analysis. Warren proposed a version of CE, CE-LIF, for quantifying the amino acids from soil extracts. The advantage of the method is represented by the low detection limits that are similar to the ones corresponding to the chromatographic techniques. In 2010, Sun et al. [15] have presented another method for the detection of amino acids from Stellera chamaejasme L., a widely-used plant in the Chinese traditional medicine; DBCEC (2-[2-(dibenzocarbazole)-ethoxy] ethyl chloro-formate) was used as derivatization reagent, and the modified amino acids were detected by means of liquid chromatography with fluorescence detection. Li et al. [16] have proposed a new method for the detection of amino acids from the asparagus tin. After performing the derivatization of the samples with 4-chloro-3,5-dinitro-benzotrifluoride (CNBF), solid phase extractions on C18 cartridges have been performed. The purified amino acid derivatives were then subjected to the HPLC analysis. Zhang et al.[17] have proposed an improved chromatographic method (by the optimization of mobile phases and gradients) for the simultaneous detection of 21 free amino acids in tea leaves.
There have been already developed, several liquid chromatography methods for amino acid quantification. General approaches are ion-exchange chromatography (IEC) and reversed-phase HPLC (RP-HPLC). Both approaches require either a post-column or pre-column derivatization step. Even this technique offers satisfactory resolutions and sensitivity, but the necessary derivatization step provides an increased complexity, cost, and analysis times.
Ion-exchange chromatography with postcolumn ninhydrin detection is one of the most commonly used methods employed for quantitative amino acid analysis. Separation of the amino acids on an ion-exchange column is accomplished through a combination of changes in pH and ionic (cation) strength. A temperature gradient is often employed to enhance separation.
But, perhaps the most effective method is cation exchange chromatography (CEC) in the presence of a buffer system (usually a lithium buffer system), and a post-column derivatization step with ninhydrin. Detection is performed with UV absorbance. In this way one achieves the desired amino acid separation, according to the colour (structure) of the derivatived compound formed. Amino acids which contain primary amines, except an imino acid, give a purple color, and show the maximum absorption at 570 nm. The imino acids such as proline give a yellow color, and show the maximum absorption at 440 nm. The postcolumn reaction between ninhydrin and an amino acid eluted from the column is monitored at 440 and 570 nm.
OPA is another reagent used both for post-column or pre-column derivatization. Ortho-phthaldehyde (OPA) reacts at an amino group, generally in the presence of a thiol (mercaptoethanol), resulting in a fluorescent derivative, UV active at 340 nm. Other reagents for the precolumn derivatization of free amino groups from amino acids, are: PITC (phenylisothiocyanate), DABS-Cl (dimethylamino-azobenzenesulfonyl chloride), Fmoc-Cl (9-fluorenylmethyl-chloroformate), NBD-F (7-fluoro-4-nitro-2-aza-1,3-diazole), and others. The reaction time depends on the type of derivatization reagent and the reacting, functional group involved. For instance, from practically nearly instantaneous derivative formation in the case of the reagent, fluorene chloroformate, OPA is 1 minute and PITC is about 20 minutes.
Ion pair, reverse phase liquid chromatography coupled with mass spectroscopy, IPRPLC-MS/MS, is a technique which allows for the analysis of amino acids without derivatization, thus reducing the possible errors introduced by reagent, interferences and derivative instability, side reactions, etc. Using volatile reagents, the IP separation is based on two different mechanisms: a) the IP-reagent is adsorbed at the interface between stationary and mobile phases; and b) the formation of a diffuse layer and the electrostatic surface potential depends on superficial (surface) concentration of IP reagent. There are other, possible mechanisms suggested in the literature for how IPRPLC operates.
Gas chromatography (GC) can be used for the separation and analysis of compounds that can be vaporized without decomposition. The derivatization procedure most commonly employed is silylation, a method through which acidic hydrogens are replaced by an alkylsilyl group. Typically, silylation reagents are: BSTFA (N,O-bis-(tri-methyl-silyl)-trifluoroacetamide and MSTFA (N-methyl-silyl-trifluoro-acetamide). A possible disadvantage of this approach, is due to the reagent and derivative being sensitive to moisture and possible, derivative instability. Some amino acids are unstable (e.g., arginine and glutamic acid). Arginine descomposes to ornithine, and glutamic acid undergo a rearrangement to pyro-glutamic acid. Another GC-derivatization method includes acylation or esterification, now using an aldehyde and alcohol (pentafluorpropyl or trifluoracetic aldehyde and isopropanol) or alkyl chloroformate and alcohol. Silylation takes place through the direct conversion of carboxylic groups to esters and amino groups to carbamates. Such reactions are catalyzed by a base (pyridine or picoline). Alkyl esters are extremely stable and can be stored for long periods of time.
GC-MS represents an analysis method with excellent reproducibility of retention times, and the method can be easily automated. The major disadvantage is due to the possible temperature instabiity of some compounds and/or their derivatives, which then cannot be easily analyzed under most GC conditions. Mass spectrometry represents one of most efficient techniques for natural product, structure elucidation. It functions by a separation of the ions formed in the ionisation source of the mass spectrometer, according to their mass-to-charge (m/z) ratios. The technique allows for accurate MW measurements, sample confirmation, demonstration of the purity of a sample, verification of amino acid substitutions, and amino acid sequencing. This procedure is useful for the structural elucidation of organic compounds and for peptide or oligo-nucleotide sequencing. The major advantadge in using MS is due to the need for very small amounts of sample (ng to pg). A disadvantage of conventional ionization methods (e.g., electron impact, API) is that they are limited to compounds with sufficient volatility, polarity and MW. Volatility can be increased by chemical modifications (derivatizations, such as: methylation, trimethylsilylation or trifluoro-acetylation). For peptides, there has been developed certain new, very efficient techniques, such as: electrospray ionization (ESI) and matrix-assisted laser desorption ionization (MALDI).
In the next Figure 4, is presented the mass spectrum of pure valine, recorded on a Bruker Daltonics High Capacity Ion Trap Ultra (HCT Ultra, PTM discovery) instrument.
Figure 4.
Valine MS-specta
NMR spectroscopy offers the most useful and valuable information about the structure of perhaps any natural product. The method has the advantage of excellent reproducibility. Even though it is considered to be one of the more expensive techniques, NMR is relatively cheap, fast sensitive and easily used as a routine application for amino acid analysis.
Acknowledgement
This study was supported by National Grant - IDEI-PCE Exploratory Research Program - Project no.341-/01.10.2011 - Immunomodulante Fluoroglycopeptide Molecular Architectures.
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1. Introduction
Unlike animals, plants do not have the ability to move, making them vulnerable to attack by pests and sometimes animals. To overcome this problem, plant tissues synthesize enormous compounds, such as terpenes, polyphenols, cardenolides, steroids, alkaloids, and glycosides, and use them as defense strategies [1]. These defense compounds are called secondary metabolites and are not necessary for essential plant functions, such as growth, photosynthesis, and reproduction. These compounds are accumulated in the plant body to use by man as pharmaceutical, agrochemicals, aromatics, and food additives [1, 2]. Despite the progress in synthetic chemistry, plants are considered the most successful sources of drugs due to their bioactive compounds produced through secondary metabolism pathways [2].
In industrialized and developing countries, raw plant materials and plant-derived pharmaceuticals have naturally an essential component of present-day human healthcare systems. A known fact is that over 80% of the human beans use herbal medicines for healthy living [3]. In this respect, at present, more than 40% of the used pharmaceuticals by Western countries are derivatives of natural resources [4]. Worldwide, man uses about 35000–70000 plant species to prevent and cure diseases, most of them are reported in China (10,000–11,250), India (7500), Mexico (2237), and others [5]. Quality assurance and standardization of herbal medicines during the collection, handling, processing, and production of herbal medicine are essential prerequisites to ensure safety for the global herbal market. Wild plant materials are collected from gardens, open pasture, or forest land. In some cases, medicinal plants grow like weeds on agricultural land. While the bulk of the medicinal plant materials is still wild-harvested, a very small number of plant species are cultivated commercially [6]. However, increase populations and urban growth were associated with an over-exploitation of natural resources. Unfortunately, several medicinal plant species are disappeared due to the expansion of land for the purpose of growing crops, urban expansion, uncontrolled deforestation, and intensive collection [7]. Now, the increase in demand for these compounds encouraged the cultivation of large areas of medicinal plants and the application of new technologies, such as plant tissue culture (PTC) to preserve them from extinction and improve their productivity in quality and quantity.
Manufacturing of medicinal products from soil-grown plants faces some challenges, such as: (1) The wild-targeted plant does not exist in sufficient abundance in the local environment or is rare in general, (2) Cultivation of the target plant may need certain conditions, (3) Production of the target substance may require to grow plants for a long time, (4) The target substance may present at low concentration in cultivated or harvested plants, (5) Variations in environmental conditions may result in the production of bioactive compounds at a non-homogeneous quantity or quality, (6) Collection of plants for pharmaceuticals may be unsafe, (7) Harvest of propagated medicinal plants for drug industries is time- and money-consuming [8]. To overcome all the obstacles, PTC techniques express the great potential for bioproduction of phytoconstituents of high therapeutic value. By application of artificial techniques, regulation of the biosynthetic pathway of the certain plant to enhance the production of valuable compounds or avoidance of production of an unwanted substance become possible.
With the aid of gene technology and molecular techniques, in vitro culture procedures, such as cell, organ or tissue culture, somatic embryogenesis, somatic hybridization, genetic transformation, hairy roots, and induction of somaclonal variation, and others can be applied to the improvement of bioactive compounds yields. For example, recombinant DNA technology can be used to direct metabolic pathways and produce pharmaceuticals, such as antibodies and hormones. These in vitro culture techniques are better than others where they are carried out under precisely controlled physical and chemical conditions. PTC techniques are a resolution for the propagation of seedless medicinal plants and others with small or unviable seeds that not be able to germinate in soil [9, 10]. In addition, PTC techniques hold significant promise for true to type, disease-free, rapid and mass multiplication, and plant development [11].
Application of PTC technologies in the medicinal plant does not free from problems but avoiding their problems can be precisely controlled, which makes in vitro cultivation an ideal alternative to produce medicinal compounds from plants [12]. One of the obstacles is that the prices of the products resulting from biotechnology are higher than other products resulting from cultivated or wild plants. In this concern, the application of large-scale PTC techniques have been found to be an attractive alternative tools to the traditional plantations, where they offer a controlled supply of secondary metabolites independent of plant availability and a more consistent product in quantity and quality [13]. In the last decade, to meet pharmaceutical industry demand and conserve natural sources, researchers concentrated their efforts on optimizing culture conditions for maximizing the obtained yield of targeted secondary metabolites by application of several artificial-developed techniques [14].
Through PTC techniques, a whole plant can be regenerated from an organ, small tissue, or a plant cell but it should carry out on a suitable culture medium and under a controlled environment [15]. Under these conditions, the obtained plantlets are true to type and show characteristics identical to the mother plant. On the other hand, the culture conditions can be controlled to stimulate genetic variation for plant improvement, but it requires the construction of a selection procedure to select an elite mutant. For several decades, in vitro culture techniques are being used increasingly as a supplement to traditional breeding tools for the modification and improvement of plants. For example, Coryodalis yanhusuo, an important medicinal plant was improved through the application of the somatic embryogenesis technique to produce disease-free lines [16]. While PTC can be established from any part of a plant, meristematic tissues, such as shoot tip or nodal segments, are usually recommended [15, 17, 18]. In addition, the physiological state of the donor plant affects strongly on regeneration ability of the cultured plant materials [9, 18].
The application of PTC techniques in the medicinal and other plant species becomes an essential prerequisite for plant propagation and improvement [15, 17]. The application of plant tissue culture has several advantages: (1) It results in the production of thousands of plantlets in a short period from a small segment of the tested plant. (2) It is a main procedure to obtain pathogen-free plants. (3) It can be used to culture plants round the year, irrespective of weather or season. (4) It needs little space for the propagation of the southlands of plants. (5) It can be used as the main procedure to produce a new cultivar of a certain plant. (6) It can be used to understand the effect of a specific biotic or abiotic factor on a tested plant beyond the interaction of other factors. (7) It helps to understand the molecular biology of plant differentiation. (8) It is an essential prerequisite during the production of genetically engineered plants. (9) It is an effective procedure for the production of pharmaceutical compounds. (10) It is an essential procedure for the preservation of endangered plant species, genetic assets, and gene banks.
2. Plant kingdom as a source of medicinal chemicals
Phytotherapy becomes a complementary and important part of pharmacotherapy and modern medicine. It is a type of treatment based on natural medicinal resources (drugs) and herbal remedies for the purposes of prevention and treatment of illness. Herbal drugs mean using the whole plant or part of it, fresh or dry, to treat or prevent human disease. Any plant part (flower, leaf, root, bark, fruit, and seed), resins, balsams, rubber, plant exudates, algae, fungi, or lichen can be used as herbal drugs for its medicinal properties. Herbal drugs or herbal remedies contain active ingredients of herbal medicinal products. The aerial plant parts, such as leaves, seeds, and flowers, are often able to synthesize and accumulate secondary metabolites more than those obtained by underground parts, such as roots or rhizomes [19]. For example, in Scrophularia kakudensis, the total phenol and flavonoid, as well as free radical scavenging compounds, were higher in shoot than root extract [20]. The variable contents of bioactive compounds in different plant tissues may be due to the specialized ability of each tissue to synthesize the bioactive ingredients or their ability to store them considering the physiological condition and endogenous hormone levels [19].
Based on their biosynthetic origins, reports classify the bioactive secondary metabolites of the plant into major groups, including phenolic compounds, terpenoids, nitrogen-containing alkaloids, and sulfur-containing compounds [21]. Phenolic compounds were the most important group where they are largely used to enhance human health and they naturally occur in fruits, vegetables, cereals, and beverages. Phenols are classified into different groups, including phenolic acids, flavonoids, stilbenes, and lignans, and they include apigenin, diosmin, quercetin, kaempferol, eriodictyol, naringenin, hesperetin, baicalein, chrysin, catechin, morin, genistein, curcumin, colchicine, resveratrol, and emodin. For the production and extraction of hundreds of these secondary products, plant cell, tissue, or organ cultures were used [21].
As a part of complementary and alternative medicine, medicinal plant extracts are widely used in chronic diseases like diabetes, hypertension, cancer, etc. Melatonin and serotonin, as antioxidants, were detected in the field and greenhouse-grown Ocimum sanctum L. plants [22]. Extract of in vitro cultures of Hovenia dulcis has antitumor effects [23]. Aegle marmelos can be used as antibacterial, antifungal, antidiabetic, and antioxidant [24]; it is also useful to treat several symptoms, such as stomachalgia, diarrhea, dysentery, malaria, and fever [25]. In vitro propagated Artemisia japonica was used to obtain antioxidant, insecticidal, antimalarial, antisporulant, antimicrobial, cytotoxic, and osteoinductive activities [26]. Acacetin (5,7-dihydroxy-4-methoxyflavone) has several therapeutic effects, it is found in more than 200 plant species belonging to 60 plant families especially Asteraceae and Lamiaceae families [27]. Acacetin is used for antiplasmodial, anticancerous, antidiabetic, antiperoxidative, antipyretic, anti-inflammatory, and antiproliferative activities [27]. Several compounds with anti-uveal melanoma activity were extracted from Acacia nilotica, including gallocatechin 5-O-gallate, methyl gallate, gallic acid, catechin 5-O-gallate, catechin, 1-O-galloyl-β-D-glucose, digallic acid, and 1,6-di-O-galloyl-β-D-glucose [28]. Biotechnological systems can be used to obtain vaccines from many plant species to provide immune protection against diseases [29]. Production of plant-based edible vaccines is mainly manipulated by the integration of the transgene into in vitro cultured plant cells to produce the antigen protein for specific diseases [30].
Screening of 346 methanol extracts of 281 native and cultivated plant species in Egypt indicated that Agave americana, A. lophantha, Furcraea selloa, Calotropis procera, Pergularia tomentosa, Asclepias sinaica, Alkanna orientalis, Khaya grandifoliola, Swietenia mahogani, Pimenta racemosa, Pinus canariensis, Verbascum sinaiticum, Solanum elaeagnifolium, S. nigrum, and Brachychiton rupestris have strong antischistosomal activity [31]. In addition, the antioxidant activity of the extract of 90 plants was determined by 2, 2 diphenyl-1-picrylhydrazyl (DPPH) assay [32], and extracts of some plant species expressed high antioxidant and cytotoxic activities that inhibited the growth of cancer cells [33]. Leaves of A. marmelos contain several medicinal compounds including π-sitosterol, lupeol, aegelin, rutin, flavone, glycoside, marmesinine, oisopentenyl halfordiol, phenylethyl cinnamides, and marmeline [24].
3. Application of in vitro culture techniques on medicinal plants
Plant tissue culture is the most promising savior of medicinal plants that face problems of low yield and susceptibility to biotic or abiotic stress. Also, PTC can be used for in situ and ex situ conservation, propagation, polyploidy or aneuploidy induction, plant engineering, and bioreactor applications. In vitro multiplication was established in many threatened and endemic medicinal plants, such as Bacopa monnieri [34], Paedaria foetida [35], Picrorhiza kuroa [36], Salvadora persica [37], Potentilla fulgens [38], Eryngium foetidum [39], and H. dulcis [40].
High multiplication using seedling tissues or shoot meristems was achieved in several plant species, such as Citrullus colocynthis [41], Zephyranthes bulbous [42], Plectranthus vetiveroids [43], Glossocardia bosvallea [44], Cannabis sativa [45], O. sanctum L. [22], Caralluma retrospeciens [46], Solanum nigrum [15], Moringa oliefera [47], Pulicaria incisa [48], Rosa damascena [49], A. marmelos [50], Artemisia judaica [51], and Hyoscyamus muticus [52].
For long-term storage of medicinal plant materials, cryopreservation is recommended where it is carried out in liquid nitrogen (−196°C). Different plant organs or parts, including seeds, corms, bulbs, rhizomes, roots, tubers, buds, and cuttings, can be stored for conservation purposes [11], especially in medicinal plants with recalcitrant seeds. The main applied techniques of cryopreservation of medicinal plants are vitrification, desiccation, and encapsulation–dehydration. Vitrification-cryopreservation of shoot tips of Dioscorea floribunda medicinal plant indicated that the genome of cryopreserved shoot tips was stable upon application of molecular, morphological, and biochemical procedures [53]. Vitrification–encapsulation–dehydration techniques of Dioscorea deltoidei medicinal plant shoot tips proved that the secondary metabolites of cryopreserved shoot tips were like control plants [54].
PTC is more efficient than naturally grown plant materials to assess the effect of different experimental conditions on the production of secondary metabolites of medicinal plants [55]. PTC opens the way for the production of engineered molecules and produces new forms of plant secondary metabolites [56]. These new forms of compounds may have a valuable effect on biological control, food, pharmaceutical, and other strategies. Transformation techniques are widely dependent on PTC for enhancing the in vitro production of valuable plant secondary metabolites [57].
Different types of PTC techniques are successfully exploited for in vitro propagation as well as synthesis and extraction of secondary metabolites [12]. Sometimes root culture is recommended because it provides valuable biomass in a short time and stable metabolite productivity. In addition, root cultures express genetic stability for long-term culture compared to other forms of in vitro cultures, such as cell aggregates and rhizoids. Roots are fully organized plant organ, ensures biochemical stability, and usually express the full biosynthetic capacity as same as soil-grown plant root. In vitro root cultures could be a better alternative for the accumulation of elevated contents of secondary metabolites. For example, root cultures of Hemidesmus indicus were used as a tool for in vitro production of 2-hydroxy 4-methoxy benzaldehyde [11, 58].
In vitro-produced hairy roots are formed without connection with any other plant organs. Then, the synthesized metabolites are not transported to other plant parts and are accumulated where they are synthesized. The produced secondary metabolites may be present in minor, undetectable quantities in vivo but they are present in higher levels in hairy roots due to the optimized culture conditions (14). Consequently, mass production of secondary compounds in the bioreactor was established using hairy root cultures [59].
4. Application of in vitro culture techniques for the production of pharmaceuticals
The synthetic capacity of secondary metabolites of the dedifferentiated tissue often differs substantially from that of differentiated one, both quantitatively and qualitatively. The differences in synthetic capacities are a direct response to differences in enzyme patterns between differentiated and undifferentiated tissues, they are mirrors for gene expression of these tissues. The culture of differentiated plant materials often shows biochemical and genetic stability, it offers a high-productivity system that does not need wide-ranging optimization. For example, the major alkaloid (vindoline) is scarcely produced by Catharanthus roseus suspension cultures but shoot cultures produce it in high quantity [60]. In addition, while the callus culture of Taraxacum officinale synthesizes and accumulates α and γ-amyrins, differentiated tissue synthesizes and accumulates taraxasterol and lupeol [61]. The previous studies indicate that different classes of secondary metabolites need different phases of cell or tissue differentiation.
Generally, in vitro conditions can be easily modulated to enhance the synthesis of secondary metabolites through modulation of the pathway of primary metabolism in plants. The in vitro obtained compounds are important as dyes, drugs, cosmetics, flavors, food additives, perfumes, agrochemicals, etc. Some of these compounds, such as flavors, fragrances, and colorants, cannot be produced by microbial cells or chemically synthesized but they can be synthesized by plant cell culture systems [62]. Several reports indicated that in vitro cultures were found to be more efficient than whole plants for the formation of bioactive secondary metabolites such as ajmalicine, ajmaline, anthraquinones, benzylisoquinoline alkaloids, berberine, bisoclaurine, coniferin, diosgenin, ginseng, ginsenoside, glutathione, nicotine, rosmarinic acid, raucaffricine, shikonin, taxol, terpentine, tripdiolide, and ubiquinone-10 [1, 2, 14, 62].
Under aseptic conditions, cultured plant materials can be used to generate bioactive or secondary metabolites, including flavonoids, alkaloids and other phenolics, terpenoids, saponins, steroids, tannins, glycosides, colorants, fragrances, and volatile oils [14]. Production of high-value active secondary metabolites at industrial levels, such as shikonin, berberine, and sanguinarine, was fulfilled from cell cultures of Lithospermum erythrorhizon, Coptis japonica, and Papaver somniferum, respectively [63]. Secondary bioactive metabolites in in vitro cultured Swertia chirayita were higher than in vivo plants [2]. The more antimicrobial property of the in vitro regenerated plant products was related to more bioactive metabolites. In addition, Manivannan et al. [20] reported that since the contents of phytochemicals in seed and in vitro derived plants were similar, the in vitro plantlets can be used as alternate for the seed grown plants for the production of bioactive metabolites. Also, acacetin (an individual flavonoid) was slightly increased in in vitro grown plantlets than that of in vivo grown plants due to the artificial conditions of the in vitro culture and modulation of endogenous hormone [20].
Pharmaceutical compounds that are obtained from in vitro cultured plant materials may be more easily extracted and purified due to the absence of significant amounts of pigments, thus resulting in lower manufacturing expenses [64]. Control of the production of secondary metabolites can be carried out using in vitro culture techniques. For example, low biomass and hypericin production of Hypericum perforatum shoots was improved by prolonging the time of culture for more than 30 days [65].
5. Strategies are used to improve secondary metabolites production
The biosynthesis of secondary metabolites using unorganized cultured cells or organized organs, such as roots, can be enhanced by altering the environmental conditions or selecting an elite variant clone [66]. There are many procedures that can be controlled to increase the productivity of in vitro cultured medicinal plants from the active substances with medicinal effects, and this is what will be discussed in this chapter.
5.1 Culture media optimization
To understand factors that control the biosynthesis of pharmaceutical compounds by cultured plant materials, studies on gene expression, enzyme activity, and signal transductions were carried out [12, 14]. The establishment of desired productivity of the PTC needs optimization of overall culture conditions to enhance both culture biomass and metabolites productivity. For example, while sulfate and ammonium nitrate ions increased the colchicine content of Gloriosa superba callus, a higher concentration of phosphate and calcium decreased alkaloid biosynthesis [67]. The differences in the composition of various PTC media formulations affect on water potential of the cultural environment [68]. Then, different media exerted different values of water potential. In vitro culture of certain medicinal plant materials on different media expresses different values of biomass and secondary metabolites. Medium selection is a major step in optimizing the culture conditions to produce an abundance of plant matter capable of producing an abundance of biological compounds [69]. Through media optimization of the in vitro cultured medicinal plants, the chemical composition is changed, the content of toxic compounds is reduced and novel chemical compounds may be formed [70]. In general, media optimization is an essential prerequisite to enhancing the production of antioxidants and other valuable secondary metabolites, it means that plant growth regulators and specific additives should be modulated to enhance in vitro production of biomass and secondary metabolites [71].
When nodal segments of Ocimum basilicum were cultured under the influence of different culture media including MS medium in different strengths and different combinations of PGRs, they expressed different values of methyl eugenol, linalool, and 1,8-cineole fractions [71]. Nodal segments are of Cunila menthoides medicinal plant cultured on MS medium containing different concentrations of PGRs resulting in biosynthesis of phenols, alkaloids, and terpenes in regenerated plants [71]. Media containing different types and concentrations of PGRs express different differentiation pathways and biomass values [72, 73], and it was associated with the expression of different types and concentrations of pharmaceuticals in cultured plant materials [74]. Contents of bioactive compounds in embryogenic callus and regenerated shoots of Rosa rugosa petal explants were influenced by PGRs type, concentration, and the nitrogen source [75]. Also, in Chonemorpha fragrance, the amount of synthesized camptothecin was influenced by the PGRs type and concentrations [76].
The effect of carbon source concentration and type on culture biomass and metabolites productivity should be investigated. To enhance the biomass and biosynthesize of secondary metabolites, sucrose is widely used as a carbon source and it was better than maltose, glucose, and others [77]. During in vitro propagation, the optimal concentration of sucrose depends on plant species [15, 47, 68, 73]. For example, feeding the culture medium with 60 mM nitrogen and rise sucrose concentration from 3% sucrose to 5% increase the biomass production and camptothecin accumulation by 2.4-fold in the cell suspension cultures of Nicotiana nimmoniana [77]. In Panax vietnamensis, 2–5% sucrose enhanced the biomass and ginsenoside production in the cell suspension but 6–7% sucrose inhibited ginsenoside accumulation [78]. Geraniol production in transgenic tobacco cell suspension cultures was influenced by several culture conditions including carbon source light, and inoculums size [14].
Physical culture conditions can also affect the ability of in vitro cultured plants for the production of secondary metabolites. For example, light as one of these physical conditions can affect strongly on the production of secondary metabolites in Abelmoschus esculentus [79]. Culture media pH is an essential factor for the production of valuable plant material mass and its content of secondary metabolites. The optimum pH for normal plant tissue cultures is 5.8 but it should be changed if the purpose of the culture is to produce bioactive compounds. In a comparative study by Hagendoom et al. [80], on different plant species, they detected a positive correlation between acidification of the cytoplasm and the accumulation of different secondary metabolites including coniferin and lignin. In cell suspension of C. roseus, an increase in the pH of culture media between 4.3 and 9.0 was associated with a sharp increase in alkaloid production [81]. In general, low and high pH of the medium retard biomass and withanolide production in Withania somnifera cell culture [82], but the optimal pH was 4.5 for enhancing biomass production and Bacoside A formation [83].
In a scale-up production system, modulation the composition of the culture media is an essential prerequisite to enhance the production efficiency of a selected cell line, but long-term cultivation may lead to the reduction of the yield [64] due to an increase in somaclonal variation [84]. Consequently, genetic stability of the cultured plant materials should be established using determined indicators, such as molecular markers, stability of growth parameter index over extended subculture cycles, and metabolite production.
5.2 Suspension and callus cultures
Callus culture is an undifferentiated-unorganized mass obtained by cell division on cultured plant material on an agar medium. Then, calli are subcultured either for in vitro propagation through organogenesis or embryogenesis or used to establish suspension culture [85]. When callus in suitable texture is obtained on solid or semisolid agar medium and suspended in a specific liquid growth medium, the cells disperse and divide more and more producing cell suspensions. Then, cells can have faster and uniform growth rates associated with secondary metabolite production. Suspension cultures are the most widely employed PTC techniques in the production of secondary metabolites. When cells are grown in aqueous media to produce cell suspensions, some cells do not disperse in the medium and form tissue clumps, which disrupts growth and weakens the production of targeted secondary compounds. Suspension cultures are also amenable for growth in small and giant fermenters, but these cultures may show genetic and biochemical variation. Under selected conditions, exploitation of cell cultures capable of producing medicinal compounds at a level similar or superior to that of intact plants.
Callus culture itself is exploited to produce and study secondary compounds in many medicinal plant species [66]. For induction of callus formation, specific culture conditions should be established, which means that cultured cells divide and proliferate rapidly as long as the cultural environment has sufficient nutrients and suitable growth regulators. Conditions for callus induction and proliferation are not favorable for the production of secondary metabolites. For induction of secondary metabolites, calli culture conditions should be changed or transferred to a new medium with a different composition [11]. High yields of proteolytic enzymes from the callus tissue culture of Allium sativum L. on MS medium containing NAA and BAP were obtained [86].
The advantages of the application of suspension-cell cultures are obvious including: (1) The biomass production is usually more rapid than that of other in vitro culture types as well as a whole plant, (2) Chemical and physical conditions can be easily controlled allowing the production of certain pharmaceuticals throughout the year if necessary, (3) Producers can provide their products in a sustainable manner that does not depend on large areas and leave the arable land areas to grow other crops, (4) The size and quality of the product can be controlled according to the market demand, (5) Producers can select plant cell line that ensures or improve product quality, and (6) Producers can combine more than one method, which leads to the development of new products.
Application of specific cell lines and selective culture of that cell lines lead to the production of secondary compounds more than those obtained from original tissues and normal culture conditions [87]. The addition of plant growth regulators enhances the production of target secondary metabolites in several medicinal plant species [88]. Cell immobilization [89] and genetic makeup [90] can be optimized to enhance the synthesis of secondary compounds under in vitro culture conditions. Cultured cells can be immobilized to form aggregates to enhance secondary metabolite production [91]. Cell immobilization is achieved through growing cells as aggregates or using substances such as alginate or polyurethane foam cubes [92].
Two-phase cell suspension cultures establish a growth medium for maximizing cell biomass and production of naphthoquinone pigment in the first phase, but the second phase was established at the dark condition and room temperature with alkaline pH. These two phases system enhanced biomass production six-fold and optimized metabolite production in Arnebia sp. [93]. In suspension cultures of C. roseus, cultures produced up to 20 g DW L − 1 of biomass. In addition, two phases culture technique increased active cell biomass with 10 times higher indole alkaloids production in comparison to that of the one-phase culture [94]. Under dark conditions at 25°C for 40 days, the two phases of co-culture of Panax ginseng and Echiancea purpurea adventitious root in bioreactors containing MS medium supplemented with IBA (25 μM), sucrose (50 g L − 1), and methyl jasmonate (200 μM) as elicitor for 30 days enhanced the production of ginsenosides and caffeic acid derivatives [95].
5.3 Elicitation as an effective strategy to enhance the productivity of in vitro cultures
In vitro or in vivo cultured plants show physiological and morphological responses to physical, chemical, or microbial agents which are called elicitors. Therefore, elicitation describes any processes that induce or enhance the synthesis of secondary metabolites to ensure plant survival and competitiveness [96, 97]. During in vivo growth, plant secondary metabolites are elicited in plant cells in response to environmental stresses as a defensive strategy against the abiotic agent or invading pathogen [2]. Elicitation effectiveness depends on several parameters, some of them are related to elicitor agents themselves, and others are related to the elicited in vitro cultured plant materials. The elicitor-related effects include elicitor type, concentration, and exposure duration. Cultures’ age, cultivated line, medium composition, type, and concentration of growth regulators are essential parameters during the application of elicitation strategies. Hence, the application of factors, such as biotic or abiotic agents, that trigger the defense response in in vitro-cultivated plant materials enhanced the productivity of bioactive compounds [98].
Most of the used biotic elicitors are either exogenous or endogenous microbial agents but abiotic is a wide range of materials, mainly heavy metals [14, 99]. Methyl jasmonate, salicylic acid, yeast extract, chitosan, inorganic salts, UV radiation, or others can be used as elicitors to improve secondary metabolites production of the cultured plant materials [97, 100]. Citric acid, L-ascorbic acid, and casein hydrolysate were also used as elicitors to enhance the total phenolic content in the callus of Rosa damascene [49].
In the suspension culture of Mentha pulegium, when media were supplemented with yeast extract and salicylic acid, a significant increase of limonene, menthone, menthol, and α-pinene was detected [101]. Fifty different substances were detected in an in vitro cultured Anemia tomentosa upon jasmonic acid application, whereas 20 substances were only detected in wild-type plants [102]. Secondary metabolites production in callus, cell suspension, or hairy roots of Ammi majus L. were elicited by autoclaved lysate of cell suspension of Enterobacter sakazaki bacteria [103]. Anthraquinone production in Rubia akane cell culture was elicited by chitosan [104]. Genetically stable in vitro regenerated plants of Capparis spinosa were confirmed by RAPD analysis with a two-fold increase in flavonoid content than those of the wild plants when plants were regenerated under the influence of methyl jasmonate elicitor [105]. Elicitation of Ambrosia artemisiifolia hairy root cultures to produce thiorubrine A was dependent on cultures’ age as well as elicitor concentration and exposure time. Maximum of eight-fold thiorubrine A production was achieved when 16-day-old cultures were elicited with 50 mg l-1 vanadyl sulfate elicitor for 72 h [106].
Abiotic stresses for a given period can be used as an elicitor. Temperature, light parameters (intensity, photoperiod, and wavelength), and water potential of the medium influence the fresh and dry biomass [15] as well as the concentration of active metabolites [107]. Any factor that affects the water stress of the media should affect growth and bioactive compound synthesis. The profound change in the culture water potential due to the addition of NaCl, mannitol, or polyethylene glycol can elicit the production of secondary metabolites [107]. The relationship between abiotic-nutritional deficiency stress and enhancement of the production of secondary metabolites was reported [108]. Deficiencies of nitrogen, phosphate, potassium, sulfur, or magnesium increase the production of phenolic compound accumulation in different plant species [109], which may be due to oxidative stress and modulation of the expression of some genes [110]. The combination between target gene overexpression and elicitors increased the yield of secondary metabolites. Across studied plant species, elicitors promoted the yield of secondary metabolites from 1.0 to a maximum of 2230-fold [100]. Abiotic elicitors were applied to enhance growth and ginseng saponin biosynthesis in P. ginseng hairy roots [111].
Specific microorganisms can be used for elicitor purposes [112]. It takes place through the co-cultivation of plant cells with microorganisms. Compared to non-elicited control tissues, coculture of Aspergillus flavus with C. roseus resulted in increases in vinblastine (7.88%) and vincristine (15.5%) concentrations [112]. Cocultivation between microorganisms and cultured plant tissue should avoid conditions that stimulate microorganism toxic components [12].
5.4 Precursor feeding
Under perfect and controlled conditions, in vitro cultured plants not only have a higher metabolic rate than differentiated or soil-grown plants but also compressed biosynthesis cycles in shorter periods of time. In addition, the addition of precursors and elicitors plays an important role in promoting the secondary metabolism of cells and tissues grown under well-controlled industrial conditions (PTC). Precursor feeding is a strategy that is based on the assumption that if intermediates of bioactive molecules are added at the beginning or during, the in vitro culture period, they can serve as a substrate to improve the production of secondary metabolites in cultured plant materials. Precursors refer to any compounds that can be converted by the in vitro cultured plant materials into secondary metabolites through biosynthetic pathways [14, 113], and they depend on the type and concentration of precursor, and addition timing [114]. According to the World Health Organization definition any plant that contains a substance that can be used for medicinal use or as a precursor to synthesize new or semi-synthetic pharmaceuticals as a medicinal plant. The addition of alanine precursor was used to stimulate the biosynthesis of plumbagin in Plumbago indick when it was added to the root cultures on the 14th day of cultivation along with sequential addition of Diaion HP-20 36 h after it was fed, this increased the target output 14 times [115]. Phenylalanine precursor was needed for the biosynthesis of silymarin in hairy roots of Silymarin marianum [116] or the biosynthesis of podophyllotoxin in the cell suspension cultures of Podophyllum hexandrium [117]. Combining elicitation with chitosan and precursor feeding with squalene was used to produce 27.49 mg/g DW withanolides [118].
Feeding the culture medium with organic compounds, such as vitamins or amino acids enhanced in vitro production of many secondary compounds. In callus and cell suspension cultures of Centella asiatica, amino acid feeding enhanced the production of triterpenes and asiaticoside [96]. Also, valine, threonine, and isoleucine enhanced adhyperforin production in shoot cultures of Hyraceum perforatum [119]. Feeding the suspension cultures of C. roseus with L- tryptophane or L-glutamine resulted in the production of the highest value of cell mass and indole alkaloids production [120]. Feeding the culture medium of Spilanthes acmella with casein hydrolysate and L-phenylalanine promoted biomass and scopoletin production [121]. Feeding squalene into culture medium of C. asiatica calli promoted production of madecassoside and asiaticoside [96]. In Solanum lyratum cell cultures, feeding with sterols such as cholesterol, stigmasterol or mixed sterols promoted the biosynthesis of solasodine, solasonidine, and solanine without effect on culture biomass [122].
The yield of salidroside was improved by feeding Rhodiola genus plants with an appropriate concentration of precursors and elicitors such as precursors, phenylalanine, tyrosol, and tyrosine [123]. Tyrosol feeding (0.5 mM) expressed the most obvious effect on salidroside content in the cell suspension cultures of R. sachalinensis [124]. When feeding the culture medium with precursors promoted the production of secondary metabolites without biomass accumulation, it needs a combination between precursors and elicitors to overcome the obstacle. This strategy was used to enhance the biosynthesis of sennoside A and B in callus cultures of Cassia augustifolia [125].
5.5 High-yielding cell lines selection
Genetic diversity within medicinal plants has great importance and can be used for plant improvement and the selection of an elite line. The selection of high biomass and metabolite(s) producing cell lines plays an important role in optimizing the productivity of in vitro cultivated plant materials. The yield of biomass and active metabolites may vary within varieties, genotypes, or populations of plant species [See 14]. The genotype has direct effects on the ability of the plant to produce valuable biomass and pharmaceutical compounds. To avoid high coast, the genotype with high yield and secondary metabolites contents should be carefully selected. For example, wright selection of Pilocarpus microphyllus resulted in the production of pilocarpine content ranging from 16.3 to 235.9 μg g-1 in dry weight [126], it was 15 times higher than the content found in wild plants.
To get a high yield of metabolites, Briskin [127] described the biotechnological methods for the selection of high-yielding cell lines in medicinal plants by addressing several topics, including media components, elicitation, immobilization, physical stress, and transformation. This means that the identification and establishment of high producing and fast-growing in vitro cultures are essential prerequisites, especially when the target secondary metabolite content of the selected cell line should be high. Selecting the higher-yielding cell lines was the essential step for optimizing the production of the anticancer drugs camptothecin [128].
Qualitative and quantitative estimation of active metabolites may show variability depending on the spatial and temporal changes that may happen during the process. Variation in secondary metabolites yield may be due to their repression or losses before or during the extraction processes. Consequently, the determined secondary metabolite value may not exactly indicate the actual content of secondary metabolite in a given tissue or plant species. Nevertheless, quantitative and qualitative methods can be applied to select high-yielding cell lines [14]. Selection of the high-yielding lines can be established by exposing the population of plant materials to toxic inhibitors, biosynthetic precursors, or stressful environments and followed by selecting cells that show higher production of targeted components [2]. Selection can be carried out using callus, cell suspension, or through any other in vitro culture procedure. In this regard, the answers to the following questions must be quite clear: Does diversity occur naturally or by using chemical, physical or biological substances that help in mutation to produce genetic diversity from which it can be selected? What are the methods used to identify and isolate the most qualitatively and quantitatively productive line?
5.6 Overexpression of genes that control the production of bioactive compounds
The production of secondary metabolites is a metabolic process that is influenced by several physicochemical factors. These factors can be controlled and optimized in large-scale production. Traditional mutagenesis programs have been used by the pharmaceutical industry for yield improvement of medicinal plants. Recently, the development of recombinant DNA technology has provided new and effective tools to obtain elite strains with high content of secondary metabolites through overexpression of specific enzymes involved in their biosynthetic pathways aiming to increase the production levels and speed the metabolic processes [67, 96]. Consequently, plant genetics, recombinant DNA technologies, and PTC have developed to improve the ability of several medicinal plants to biosynthesize secondary metabolites efficiently.
To control the synthesis of certain natural products, the enzymes involved in the synthesis of these reactions and how they are influenced by in vitro culture conditions should be carefully determined. Niggeweg et al. [129] identified the enzymes that control the pathway of synthesis of an important bioactive compound through controlling these pathways. This control can be investigated on a gene expression and genome level [1] but it is not enough because it does not always give clear and specific information on the nature of the encoded enzyme that controls the intended reaction. Consequently, genomic studies have been used in combination with physiological and biochemical aspects to understand the biosynthetic pathways of specific secondary metabolites [1]. In this concern, metabolic engineering strategies concentrate on the stimulation of certain pathways over others by overexpressing certain genes.
Using PTC, key gene overexpression that involved in the biosynthetic of valuable biologically active compounds can be controlled leading to produce compounds in high quantity and quantity. For example, the overexpression of geranyl diphosphate synthase and geraniol synthase genes in C. roseus led to a significant improvement in plant production from monoterpene indole alkaloids of vinblastine and vincristine [130]. In periwinkle cell lines, overexpression of the strictosidine synthase (Str) gene resulted in tenfold activity than wild type leading to the accumulation of high content of ajmalicine, strictosidine, serpentine, tabersonine, and catharanthine [131]. Overexpressing tryptophan decarboxylase (Tdc) gene resulted in accumulation of TIAs (serpentine, catharanthine, strictosidine) more than wild type in transgenic cell suspension culture of periwinkle [132]. In addition, overexpression of H6H (hyoscyamine 6β-hydroxylase) from Hyoscyamus niger in Atropa belladonna hairy roots enhanced scopolamine production [133]. In addition, suppression of the rosmarinic acid synthase gene led to an increase in the plant content of 3,4-dihydroxyphenyllactic acid which led to improving the quality of rosmarinic acid in Salvia miltiorrhiza [134].
Bioactive secondary metabolites are under coordinated control of the biosynthetic genes, and transcription factors (TFs) play an important role in this regulation [135]. Transcriptional regulation means the change in gene expression levels by modulation of transcription rates. Studies on the regulation of the production of secondary metabolite pathways are focused on the regulation of structural genes through TFs [135]. For example, the expression of genes involved in TIAs (terpenoid indole alkaloids, such as vincristine and vinblastine) metabolic pathway is elicited by jasmonates, it is regulated biosynthesis of terpenoid indole alkaloid (TIAs) and artemisinin [135]. Jasmonate was demonstrated as a regulator of deacetylvindoline 4-O-acetyltransferase (DAT) expression [136]. Expressed DAT is involved in the biosynthesis of TIAs member-vindoline through transferring an acetyl group to deacetylvindoline for vindoline production. It was clear that most of the genes codded for TIA pathway enzymes are tightly regulated by specific TFs under the regulation of JAs but it is carried out in coordination with developmental growth stage and environmental factors [135].
TFs of TIA genes respond to JAs and/or other elicitors. In C. roseus a few TFs (CrORCA2, CrORCA3, CrBPF1, CrWRKY1, CrMYC1, and CrMYC2) have been characterized, two of them (ORCA2 and ORCA3) are positively influenced by JAs [137]. ORCA2 plays a critical role in the regulation of TIA metabolism where it regulates gene expression of both feeder pathways as well as STR and SGD, genes that codded for enzymes catalyzing the first two steps in biosynthesis of TIA [138]. In addition, ORCA3 overexpression resulted in the increase of some genes such as TDC, STR, and desacetoxyvindoline- 4-hydroxylase (D4H) leading to the accumulation of vinblastine and other metabolites in the TIA pathway [139]. Other TF such WRKY family that is induced by JAs is involved in TIA biosynthesis [140]. In Catharanthus hairy roots, overexpression of CrWRKY1 results in up-regulation of TIA pathway genes, especially the TDC gene. TF-CrWRKY1 binds the TDC promoter resulting in and trans-activation of the TDC promoter in Catharanthus cells [141]. Preferential expression of CrWRKY1 and its interaction with other TFs (including CrORCAs and CrMYCs) play an essential role in the accumulation of vinblastine in C. roseus [135].
5.7 Transformation
The genetic transformation was used as a powerful tool to improve the productivity of secondary metabolites. In general, Agrobacterium rhizogenes was used to transfer genes in several dicotyledonous plants where roots are formed at the site of infection; what is called “hairy roots.” Agrobacterium-mediated transformation technology may be better than direct gene transfer techniques including particle bombardment and electroporation [129]. Transformed hairy roots mimic the biochemical machinery of normal roots and are used to produce secondary metabolites where they are stable and have high productivity under growth regulators free culture [88]. Hairy roots transformed systems have great potential for commercial production of viable secondary metabolites and become a good alternative for raw plant materials.
Gene transfer using Agrobacterium can possibly be used to transfer DNA fragments that contain the genes of interest at higher efficiencies and lower cost. In Raphanus sativus L., a medicinal plant, plants formed hairy roots using A. rhizogenes, it was associated with the production of higher content of phenolic flavonoid and quercetin content compared to non-transformed plants [142]. Hairy roots were used for the production of phenolic acid, flavonoid, and wedelolactone from Sphagneticola calendulacea [143], tropane alkaloids of hyoscyamine, anisodamine, and scopolamine from Scopolia lurida [144].
Bacopa monnieri was transformed using A. tumefaciens with tryptophan decarboxylase and strictosidine synthase genes, which were obtained from C. roseus. Transformed tissues showed an increase in the terpenoid indole alkaloid pathway which led to an increase of 25-fold in tryptophan content in comparison with nontransformants [145]. Sharma et al. [146] used A. tumefaciens to transfer tryptophan decarboxylase and strictosidine synthase genes to C. roseus, it increased the content of terpenoid indole alkaloid metabolite due to the transient overexpression of these genes. In addition, several medicinal plants were subjected to genetic transformation including Iphigenia indica [88], Artemisia annua [57], Aconitum heterophyllum [100], P. somniferum L. and Eschscholzia californica [147]. Solanum aviculare [148], Pueraria phaseoloides [149], Crataeva nurvala [150], Gymnema sylvestre [151] and Holostemma ada-kodien [152] and Araujia sericirfera and Ceropegia spp [153].
5.8 Scale-up production
The application of PTC in medicinal plants can be scaled up using “bioreactors,” which allow atomization and production of a high yield of medicinal secondary products [154]. Therefore, scale-up production is a bioreactor application for the cultivation of plant cells on large-scale aiming for the mass production of valuable bioactive compounds. Also, bioreactor-based micropropagation was found to increase shoot multiplication for the commercial propagation of B. monnieri plants and maximize the content of bacosides in shoot biomass using an airlift bioreactor system [154]. Production of secondary metabolites using in vitro culture techniques is recommended strategy, especially when studying morphological and physiological processes associated with metabolites biosynthesis is necessary [155].
Cell suspension offers the wright combination of physical and chemical environments that must be used in the large-scale production of secondary metabolites in the bioreactor process [156]. Consequently, scale-up production in the bioreactor was used to expand the production of secondary metabolites from research to the industrial level. Systems of various sizes and features of bioreactors were created and applied for the mass production of secondary metabolites [157]. The application of plant tissue culture techniques in bioreactors for scale-up production facilitates obtaining some expensive pharmaceuticals that are synthesized in low quantity during in vitro or in vivo cultures. Since scale-up production of skikonin substance was achieved using bioreactors by Tabata and Fujita [158], other successful scale-up productions were obtained such as ginseng [159] and taxol [160].
Bioreactor operating system should provide efficient oxygen and nutrient supply, homogenous distribution of cultivated plant materials, and other factors that ensure optimal biomass and metabolite production [161]. While most of these bioreactors rely on cell suspension cultures, few of which are rely on differentiated tissues such as somatic embryos and hairy roots [162]. Application of suspension culture facilitates metabolites isolation [157].
For scale-up production, automation becomes an essential prerequisite, where it controls the pH of the culture area, culture viscosity, osmolarity, temperature, redox potential, oxygen supply, production of carbon dioxide, nutrients, weight, and liquid levels, and follows the rate of cell density. This automation needs sensors and monitoring systems that ensure mass production of pharmaceuticals and monitoring of physical, chemical, and biological parameters [163].
Perfusion cultivation is a system where continuous feeding of fresh media into a bioreactor system and removal of cells-free media were carried out in a modified bioreactor. The aim of this type of bioreactor and perfusion cultivation is to scaling-up the production of pharmaceutical compounds using plant cell, tissue, and organ cultures. The perfusion system offers a great advantage where it overcomes nutrient depletion and accumulation of growth inhibitors within the cultivated system, and it resulted in the promotion of biomass and pharmaceutical compounds. Semi-continuous perfusion was established in Anchusa officinalis where it was carried out in the shake flasks with a manual exchange of media. It resulted in the promotion of more than two-fold cell density and rosmarinic acid production in comparison to batch cultures [164].
Advances in immobilization and scale-up production techniques increase the applications of plant cell cultures for the purpose of producing high added value secondary compounds such as compounds with chemotherapeutic or antioxidant properties. For example, cell cultures of Plumbago rosea were immobilized using an MS medium containing 10 mM CaCl2 and calcium alginate for the production of important medicinal compounds, such as plumbagin [165]. Their studies indicated the impact of immobilization on the increased accumulation of plumbagin where immobilization in calcium alginate resulted in enhancement of plumbagin production up to three folds compared with that of control [156].
6. limitations over secondary metabolite production in vitro
In general, there are many factors that may hinder the application of PTC for various purposes in the field of medicinal and other plant species. The production of medicinal compounds using PTC has two important aspects—the amount of plant materials should be sufficient for the production of the target substance, as well as the quantity and quality of the produced substance. Hence, it is necessary to identify and avoid the conditions and phenomena that may negatively affect the growth efficiency of the in vitro cultured plant tissue.
6.1 Avoidance of secondary metabolites toxicity
Obstacles facing the production of medicinal compounds from wild or cultivated plants can be avoided by using cell and tissue cultures, but these compounds may be toxic to the in vitro cultured cells or tissues and result in retardation of plant material growth and metabolite yield. Consequently, the toxicity of any secondary metabolite should be assessed and culture conditions should be modulated to avoid the production obstacles. On the other side, the toxic effect of a secondary metabolite can be beneficially used for the treatment of some illnesses, for example, cancer [166].
Long-term culture can be used for the accumulation of desirable metabolite(s), but it can be a problematic and limiting factor that should be avoided by the application of certain techniques, such as medium enrichment or substitution in bioreactors [167]. These strategies include accumulation of metabolites in vacuoles, and other subcellular compartments or the exudation of metabolites into the culture medium [168]. The last strategy needs the application of additional techniques to decrease the concentration of the accumulated metabolite leading to further biosynthesis. It is accomplished by changing the medium of the culture manually or mechanically. In this regard, hairy roots were recommended, but not all secondary compounds are synthesized and accumulated in the roots [66].
6.2 Avoidance of low growth rate of cultured plant materials
While successful production of a wide range of valuable secondary metabolites can be obtained using unorganized callus or suspension cultures, the differentiated organ can be used but each of them may face some problems. The most important problems are the slow growth rate and somaclonal variation [84]. Consequently, the production of secondary compounds through the application of PTC techniques becomes unstable at a specific period. Generally, the problems facing the production of secondary metabolites using PTC can be easily solved by changing the culture conditions to avoid growth retardation and somaclonal variation [11]. Also, the application of PTC techniques in combination with other approaches could be used to avoid growth retardation and genetic variation [11].
The appropriate conditions for increasing the growth of the cultured plant materials may be different from the conditions for increasing the concentration of the active substance. To overcome these dilemmas, a two-step protocol is used, one of which provides optimal conditions for growth and the other provides optimal conditions to produce the active substance [12]. For example, while growth stimulators should be used during the growth phase, elicitors should be used to stimulate the biosynthesis of active compounds [169].
Accumulation of secondary metabolites is obtained under the influence of biotic or abiotic stress, but it retards the biological mass. To ensure a high yield of secondary metabolites, producers hope to conserve conditions to stimulate high biomass and biosynthesis of the targeted metabolite. Consequently, optimization of culture conditions to increase growth parameters or application of elicitors become an essential prerequisite [169].
6.3 Avoidance of problems constrain the application of transformation in the production of active compounds
Despite Agrobacterium is an essential tool for gene transformation; sometimes some technical problems retard its application in some plants, it depends on genotype and/or transformation technique [170]. On the other hand, many factors can affect the efficiency of Agrobacterium-mediated transformation such as Agrobacterium’s optical density [171], antibiotic [118] or acetosyringone concentrations, and inoculation time [172]. All these difficulties should be avoided for the successful application of transformation techniques in the field of secondary metabolites production.
6.4 Avoidance culture browning
In vitro cultured explants release phenol compounds, which are oxidized by polyphenol oxidase and turned the media brown [173]. In woody plants, phenolic exudation appears early during the excision of plants causing browning of the cultured medium [173]. Browning closes the base of explants and retards the movement of nutrients from the medium into the cultured plant materials leading to retardation of plant growth. To overcome tissue browning, antioxidants or phenol absorbents, such as ascorbic acid, glutathione, activated charcoal, and polyvinylpyrrolidone were used. Also, transferring explants into new culture media at regular intervals can control the negative effects of the browning phenomenon [173]. To overcome the browning effect in the culture media in Glycyrrhiza inflata cell cultures, cultures were optimized in a bioreactor containing maximum cell concentration [174]. Dark conditions help to reduce the browning problem may be due to the reduction of the activity of the enzymes concerned with phenols synthesis and oxidation [175, 176].
6.5 Avoidance of somaclonal variation of the cultured plant materials
Production of the secondary metabolites using the cell culture technique is low during the early stage of growth where high carbon utilization exists and is associated with enhancement of primary metabolism. On the other hand, the production of secondary metabolites is high at the late stage when carbon is less needed for the production of primary metabolism [14]. Prolonged the age of the cultured plant materials is necessary but it may be associated with genetic variation [47, 84]. Therefore, the enhancement of growth criteria of the cultured plant materials is not sufficient to confirm the optimization of in vitro culture techniques for the production of secondary metabolites, but also genetic stability at the DNA level of the cultured plant materials is an essential parameter. For example, regenerates with high genetic fidelity and improved chemical profile of endangered C. spinosa L were reported, where the two-fold increase in flavonoids content than that of wild plants was obtained using methyl jasmonate and BAP [105]. Plant material with genetic fidelity after propagated in vitro culture was detected and used for the isolation of 20-hydroxyecdysone and polypodine B [177]. Production of true to type regenerants in Artemisia absinthium is very important in the commercial production of secondary metabolites [178].
Somaclonal variation results from chromosomal changes in number or structure, transposable elements, or possibly pre-existing genetic changes in the donor plant. To detect somaclonal variation, several molecular techniques such as Random Amplified Polymorphic DNA (RAPD), Inter Simple Sequence Repeat (ISSR), and Simple Sequence Repeat (SSR) were recommended [18, 47].
6.6 Avoidance of vitrification
Sometimes, the production of secondary metabolites through some techniques such as cell suspension is not always an adequate procedure. Then, other techniques such as organ culture can be used as a supernumerary method for the production of secondary metabolites [85]. Shoot cultures as same as hairy root cultures are recommended for production of pharmaceuticals where they are genetically stable [179]. Shooty teratomas were produced for the production of secondary metabolites, such as vincristine in C. roseus [180] and naphthoquinone in Drosera capensis var. alba [181]. In some plant species, shoot culture showed vitrification problems, such as in moringa [47].
Generally, tissue culture plant materials were incubated in vessels to prevent microbial contamination and retard culture desiccation but these conditions may cause restriction of gases exchange between cultures and their surrounds. Under insufficient ventilation stress, the growth of the cultured plant materials was retarded due to retardation of photosynthesis, transpiration, and uptake of water and nutrients leading to the accumulation of ethylene and the appearance of vitrification or hyperhydricity [182]. The symptoms of vitrification are slowing growth rate, necrosis of shoot tips, loss of apical dominance, disorganized cell wall, fragile leaves, reduction of shoot multiplication, poor acclimatization, impaired stomatal function, reduction of some metabolites, alteration of ion composition, inhibition of H2O2 detoxification enzymes [183, 184].
Vitrification in medicinal and other plant species can be avoided by reducing the relative humidity and improving the aeration within culture vessels [183, 184], decreasing the concentration of free water by increasing the concentration of agar [185], and using anti-ethylene compounds including CoCl2, AgNO3 or salicylic acid [47, 183]. To confirm which anti-ethylene compounds can be used to conserve the genetic fidelity of in vitro cultured moringa shoots, fingerprinting profiles of the long-term culture (14 subcultures) were assessed using RAPD, SSR, and ISSR. While the application of silver nitrate improved plant multiplication and reduced vitrification but it resulted in higher somaclonal variation in comparison to salicylic acid [47].
7. Conclusion
An increase in the world’s population imposed an important matter, which is the inevitability of leaving arable land for food production. Where modern agricultural techniques can be used to produce secondary metabolites and preserve the genetic assets of these plants, the most notable technique is PTC. In addition, different PTC techniques are used to propagate rare and endangered plant species. Changes in the physical and chemical conditions of in vitro culture are easy and under control in a way that cannot be provided at all under field conditions. The ease of controlling the conditions of PTC conditions made it possible to use certain conditions to obtain true-to-type clones and their products, but other conditions are used to establish somaclonal variation for noval line selection.
The use of plant tissue techniques has become dependent on it to produce pharmaceutical materials after laboratory and applied experiments have proven that in vitro cultured plant materials are able to produce pharmaceuticals with the same amount and quality that can be obtained from soil cultivated plants. Moreover, the application of elite physical and chemical conditions of in vitro cultured plant materials made their production of secondary metabolites superior in quantity and quality to that of wild or cultivated plants. Therefore, to produce pharmaceutical compounds in large quantities to suit the increase in the population and increase their demand for safe medical products, tissue and cell culture techniques have been improved under several names including culture media optimization, the establishment of suspension and callus cultures, elicitation to enhance the productivity of in vitro cultures, application of precursor feeding as a substrate to improve the production of secondary metabolites, high yielding cell lines selection, enhance the overexpression of genes that control the production of bioactive compounds, application of genetic transformation using A. rhizogenes and application of “bioreactors” for scale-up production.
The use of PTC techniques to produce pharmaceutical compounds depends on the availability of production of sufficient-viable plant biomass to produce pharmaceutical substances with the requested quality and quantity. Therefore, it is necessary to understand all the factors that limit the production of targeted mass to avoid them such as the toxicity of secondary metabolites, low growth rate of cultured plant materials, and problems that constrain the application of transformation on a wide spectrum of plant species, somaclonal variation during cell or tissue cloning and verification of the cultured plant organs.
\n',keywords:"In vitro plant culture, medicinal plants, pharmaceutical compounds",chapterPDFUrl:"https://cdn.intechopen.com/pdfs/82048.pdf",chapterXML:"https://mts.intechopen.com/source/xml/82048.xml",downloadPdfUrl:"/chapter/pdf-download/82048",previewPdfUrl:"/chapter/pdf-preview/82048",totalDownloads:15,totalViews:0,totalCrossrefCites:0,dateSubmitted:"April 20th 2022",dateReviewed:"May 5th 2022",datePrePublished:"May 31st 2022",datePublished:null,dateFinished:"May 31st 2022",readingETA:"0",abstract:"The plant kingdom is considered the most important source of medicinal chemicals. In vitro culture techniques are being considered a promising alternative to traditional agricultural processes to improve medicinal plants multiplication and their production of pharmaceutical compounds. In this chapter, several in vitro culture strategies are discussed to improve secondary metabolites production, including (1) plant kingdom as a source of medicinal chemicals, (2) in vitro culture of medicinal plants, (3) culture media optimization, (4) application of suspension cell culture for production of secondary metabolites, (5) elicitation to enhance the productivity of the culture, (6) precursor intermediates feeding, (7) selection of high-yielding cell lines, (8) overexpression of genes that control the production of bioactive compounds, and (9) scale-up production. Also, challenges that hinder the in vitro culture of medicinal plants using different techniques and the use of those techniques to produce pharmaceutical compounds are discussed in this chapter, including (a) secondary metabolites toxicity, (b) low growth rate, (c) culture browning, (d) limitation in the application of transformation, (e) somaclonal variation, and (f) vitrification. Therefore, the principal objective of the current chapter was to shed light on the studies on some medicinal plants and the used protocols to overcome some difficulties in terms of in vitro propagation that maximize their economic values.",reviewType:"peer-reviewed",bibtexUrl:"/chapter/bibtex/82048",risUrl:"/chapter/ris/82048",signatures:"Ahmed M. Hassanein",book:{id:"11621",type:"book",title:"Plant Breeding - New Perspectives",subtitle:null,fullTitle:"Plant Breeding - New Perspectives",slug:null,publishedDate:null,bookSignature:"Dr. Haiping Wang",coverURL:"https://cdn.intechopen.com/books/images_new/11621.jpg",licenceType:"CC BY 3.0",editedByType:null,isbn:"978-1-80356-105-9",printIsbn:"978-1-80356-104-2",pdfIsbn:"978-1-80356-106-6",isAvailableForWebshopOrdering:!0,editors:[{id:"280406",title:"Dr.",name:"Haiping",middleName:null,surname:"Wang",slug:"haiping-wang",fullName:"Haiping Wang"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:null,sections:[{id:"sec_1",title:"1. Introduction",level:"1"},{id:"sec_2",title:"2. Plant kingdom as a source of medicinal chemicals",level:"1"},{id:"sec_3",title:"3. Application of in vitro culture techniques on medicinal plants",level:"1"},{id:"sec_4",title:"4. Application of in vitro culture techniques for the production of pharmaceuticals",level:"1"},{id:"sec_5",title:"5. Strategies are used to improve secondary metabolites production",level:"1"},{id:"sec_5_2",title:"5.1 Culture media optimization",level:"2"},{id:"sec_6_2",title:"5.2 Suspension and callus cultures",level:"2"},{id:"sec_7_2",title:"5.3 Elicitation as an effective strategy to enhance the productivity of in vitro cultures",level:"2"},{id:"sec_8_2",title:"5.4 Precursor feeding",level:"2"},{id:"sec_9_2",title:"5.5 High-yielding cell lines selection",level:"2"},{id:"sec_10_2",title:"5.6 Overexpression of genes that control the production of bioactive compounds",level:"2"},{id:"sec_11_2",title:"5.7 Transformation",level:"2"},{id:"sec_12_2",title:"5.8 Scale-up production",level:"2"},{id:"sec_14",title:"6. limitations over secondary metabolite production in vitro",level:"1"},{id:"sec_14_2",title:"6.1 Avoidance of secondary metabolites toxicity",level:"2"},{id:"sec_15_2",title:"6.2 Avoidance of low growth rate of cultured plant materials",level:"2"},{id:"sec_16_2",title:"6.3 Avoidance of problems constrain the application of transformation in the production of active compounds",level:"2"},{id:"sec_17_2",title:"6.4 Avoidance culture browning",level:"2"},{id:"sec_18_2",title:"6.5 Avoidance of somaclonal variation of the cultured plant materials",level:"2"},{id:"sec_19_2",title:"6.6 Avoidance of vitrification",level:"2"},{id:"sec_21",title:"7. Conclusion",level:"1"}],chapterReferences:[{id:"B1",body:'Oksman-Caldentey KM, Inzé D. Plant cell factories in the postgenomic era: New ways to produce designer secondary metabolites. Trends in Plant Science. 2004;9:433-440'},{id:"B2",body:'Rao SR, Ravishankar GA. Plant cell cultures: Chemical factories of secondary metabolites. Biotechnology Advances. 2002;20(2):101-153'},{id:"B3",body:'Folashade OK, Omoregie EH, Peter OA. Standardization of herbal medicines—A review. International Journal of Biodiversity and Conservation. 2012;4(3):101-112'},{id:"B4",body:'Gantait S, Debnath S, Ali MN. Genomic profile of the plants with pharmaceutical value. 3 Biotech. 2014;4:563-578'},{id:"B5",body:'Toledo VM. New paradigms for a new ethnobotany: Reflections on the case of Mexico. In: Schultes RE, Von Reis S, editors. Ethnobotany: Evolution of a Discipline. London, UK: Chapman and Hall; 1995. pp. 75-88'},{id:"B6",body:'FAO. Trade in Medicinal Plants. Raw Materials, Tropical and Horticultural Products Service Commodities and Trade Division, Economic and Social Department, Food and Agriculture Organization of the United Nations. 2004. Rome. Available from: http://www.fao.org/3/af285e/af285e00.pdf'},{id:"B7",body:'Nalawade SM, Tsay H. In vitro propagation of some important Chinese medicinal plants and their sustainable usage. In vitro cellular & developmental biology. Plant. 2004;40:143-154'},{id:"B8",body:'An C. In Vitro propagation of commonly used medicinal trees in Korea. Journal of Environmental Sciences. 2019;35:272-280'},{id:"B9",body:'Hassanein AM, Mazen AMA. Adventitious bud formation in Alhagi graecorum. Cell, Tissue and Organ Culture. 2001;65:31-35'},{id:"B10",body:'Hassanein AM, Galal DM, Soltan DM, Saad GK. Effect of medium strength and activated charcoal on in vitro shoot multiplication and growth of jojoba. Journal of Environmental Studies. 2015;14:81-90'},{id:"B11",body:'Thangavel K, Ebbie MG, Ravichandran P. Biotechnology and In Vitro conservation of Medicinal Plants. Annals of Plant Sciences. 2014;3(06)'},{id:"B12",body:'Cardoso JC, de Oliveira ME, de Cl Cardoso F. Advances and challenges on the in vitro production of secondary metabolites from medicinal plants. Horticultura Brasileira. 2019;37:124-132'},{id:"B13",body:'Sajc L, Grubisic D, Vunjak-Novakovic G. Bioreactors for plant engineering: An outlook for further research. Biochemical Engineering Journal. 2000;4:89-99'},{id:"B14",body:'Isah T, Umar S, Mujib A, Sharma MP, Rajasekharan PE, Zafar N, et al. Secondary metabolism of pharmaceuticals in the plant in vitro cultures: Strategies, approaches, and limitations to achieving higher yield. Plant Cell, Tissue and Organ Culture. 2018;132:239-265'},{id:"B15",body:'Hassanein AM, Soltan DM. Solanum nigrum is a model plant in tissue and protoplast culture. Biologia Plantarum. 2000;43:501-509'},{id:"B16",body:'Sagare AP, Lee YL, Lin TC, Chen CC, Tsay HS. Cytokinin-induced somatic embryogenesis and plant regeneration in Corydalis yanhusuo (Fumariaceae)—A medicinal plant. Plant Science. 2000;160(1):139-147'},{id:"B17",body:'Hassanein AM, Faheed FA, Salem JM, El-nagish AA. Some important aspects in moringa micropropagation. Acta Agriculturae Slovenica. 2019;113(1):13-27. DOI: 10.14720/aas.2019.113.1.02'},{id:"B18",body:'Hassanein AM, Salem JM, Hassan RA, Soltan DM. Morpho-molecular characterization and differential totipotency of three Solanum taxa. Phyton (Horn, Austria). 2020;60:145-159'},{id:"B19",body:'Amoo SO, Aremu AO, van Staden J. In vitro plant regeneration, secondary metabolite production and antioxidant activity of micropropagated Aloe arborescens Mill. Plant Cell, Tissue and Organ Culture. 2012;111(3):345-358'},{id:"B20",body:'Manivannan A, Soundararajan P, Park YG, Jeong PR. In vitro propagation, phytochemical analysis, and evaluation of free radical scavenging property of Scrophularia kakudensis Franch tissue extracts. BioMed Research International. 2015;2015:11'},{id:"B21",body:'Kabera JN, Semana E, Mussa AR, He X. Plant secondary metabolites: Biosynthesis, classification, function and pharmacological properties. The Journal of Pharmacy and Pharmacology. 2014;2:377-392'},{id:"B22",body:'Shukla MR, Kibler A, Turi CE, Erland LAE, Sullivan JA, Murch SJ, et al. Selection and micropropagation of an Elite Melatonin Rich Tulsi (Ocimum sanctum L.) Germplasm Line. Agronomy. 2021;11:207'},{id:"B23",body:'Castro TC, Pelliccione VLB, Figueiredo MR, Soares RODA, Bozza MT, Viana VRC, et al. Atividade antineoplsica e tripanocida de Hovenia dulcis Thunb. Cultivada in vivo e in vitro. Brazilian Journal of Pharmacogenetics. 2002;12:96-99'},{id:"B24",body:'Mandal S, Parsai A, Tiwari PK, Nataraj M. The effect of additional additives on the axillary shoot micropropagation of medicinal plant Aegle marmelos (L.) Corrêa. World News of Natural Sciences. 2021;34:54-71'},{id:"B25",body:'Kothari S, Mishra V, Bharat S, Tonpay SD. Antimicrobial activity and phytochemical screening of serial extracts from leaves of Aegle marmelos (Linn.). Acta Polymer Pharmaceutical Drug Research. 2011;68(5):687-692'},{id:"B26",body:'Shinde S, Pooja R, Katewal PR, Shanbhag DD, Joseph KS, Murthy HN. In Vitro Propagation of Artemisia japonica. Journal of Herbs, Species & Medicinal Plants. 2017;23(1):36-43. DOI: 10.1080/10496475.2016.1256010'},{id:"B27",body:'Yao L, Zhu S, Liu W, Manzoor Z, Nisar M F, Li M. A comprehensive review of pharmacological and Analytical Aspects of Acacetin-Natural Resources for Human Health. Open access article—CC BY-NC-ND license 2021. Available from: http://creativecommons.org/licenses/by-nc-nd/4.0/'},{id:"B28",body:'Salem MM, Davidorf FH, Abdel-Rahman MH. In vitro anti-uveal melanoma activity of phenolic compounds from the Egyptian medicinal plant Acacia nilotica. Fitoterapia. 2011;82:1279-1284'},{id:"B29",body:'Sander VA, Corigliano MG, Clemente M. Promising plant-derived adjuvants in the development of coccidial vaccines. Frontier in Veterinary Science. 2019;6:20. DOI: 10.3389/fvets.2019.00020'},{id:"B30",body:'Gunasekaran B, Gothandam KM. A review on edible vaccines and their prospects. Brazilian Journal of Medical and Biological Research. 2020;53(2). DOI: 10.1590/1414-431X20198749'},{id:"B31",body:'Yousif F, Hifnawy MS, Soliman G, Boulos L, Labib T, Mahmoud S, et al. Large-scale in Vitro. Screening of Egyptian Native and Cultivated Plants for Schistosomicidal Activity. Pharmaceutical Biology. 2007;45(6):501-510. DOI: 10.1080/13880200701389425'},{id:"B32",body:'El-Hallouty S, Fayad W, Meky N, Hasabo AA, editors. In vitro anticancer activity of some Egyptian plant extracts against different human cancer cell lines. International Journal of Pharm Tech Research. 2015, 2015;8(2):267-327'},{id:"B33",body:'Aboul-Enein AM, Abu El-Ela F, Shalaby EA, El-Shemy HA. Traditional medicinal plants research in Egypt: Studies of antioxidant and anticancer activities. Journal of Medicinal Plant Research. 2012;6(5):689-703'},{id:"B34",body:'Mathur S, Sharma S, Gupta MM, Kumar S. Evalution of an Indian germplasm collection of the medicinal plant Bacopa monnieri (L.) Pennell by use of multivariate approaches. Euphytica. 2003;133(3):255-265'},{id:"B35",body:'Srivastava SK, Srivastava N. In Vitro multiplication of Paedaria foetida L—A rare medicinal plant. Journal of Plant Biochemistry and Biotechnology. 2004;13:89-91'},{id:"B36",body:'Sood H, Chauhan HS. Development of a low cost micropropagation technology for an endangered medicinal herb (Picorhiza kurroa) of North-Western Himalayas. Journal of Plant Science. 2009;4(2):21-31'},{id:"B37",body:'Mathur S, Shekhawat GS, Batra A. Micropropagation of Salvadora persica Linn. via cotyledonary nodes. Indian Journal of Biotechnology. 2002;1(2):197-200'},{id:"B38",body:'Sambyal M, Dogra A, Koul S, Ahuja A. Rapid in vitro propagation of Potentilla fulgens Wall—A Himalayan alpine herb of medicinal value. Journal of Plant Biochemistry and Biotechnology. 2006;15:143-145'},{id:"B39",body:'Arockiasamy S, Prakash S, Ignacimuthu S. Direct organogenesis from mature leaves and petioles of Eryngium foetidum L. Biologia Plantarum. 2002;45:129-132'},{id:"B40",body:'Saavedra AM, Castrol T, Cordeiro L, Athayde T, Albarello N, Simoes C. In vitro propagation and cryopreservation of the medicinal species Hovenia dulcis Thunb. (Rhamnaceae). Plant Cell, Tissue and Organ Culture. 2021;144:577-591'},{id:"B41",body:'Meena MC, Patni V. In vitro clonal propagation of Citrullus colocynthis (Linn.) Scharad: Threatened medicinal plant. Plant Cell Biotechnology and Molecular Biology. 2007;8(3&4):147-152'},{id:"B42",body:'Gayathri D, Ramagopal G. In vitro propagation of Amaryllis and Zephyranthes bulbous species using household tissue culture medium. Plant Cell Biotechnology and Molecular Biology. 2007;8(3&4):131-136'},{id:"B43",body:'Sivasubramanian S, Vallinayagam S, Patric RD, Manickam VS. Microproagation of Plectranthus vetiveroides (Jacob) Sing & Sharma—A medicinal plant. Phytomorphology. 2002;52:55-59'},{id:"B44",body:'Geetha R, Gopal GV. Direct regeneration in Glossocardia bosvallea: A medicinal plant. Plant Cell Biotechnology and Molecular Biology. 2007;8:119-124'},{id:"B45",body:'Monthony AS, Page SR, Hesami M, Jones AMP. The past, present and future of Cannabis sativa tissue culture. Planta. 2021;10:185. DOI: 10.3390/plants'},{id:"B46",body:'Shawky R, Mussa EA. In vitro propagation of the rare Caralluma retrospeciens plant in Egypt. International Journal of Advanced Research. 2020;8(8):812-818'},{id:"B47",body:'Hassanein AM, Salem JM, Faheed FA, El-nagish AA. Effect of anti-ethylene compounds on isoenzyme patterns and genome stability during long term culture of Moringa oliefera. Plant Cell, Tissue and Organ Culture. 2018;132:201-212'},{id:"B48",body:'Ghareb HE. In vitro propagation of the rare Pulicaria incisa. Journal of Basic Applied Science and Research. 2018;8(7):26-33'},{id:"B49",body:'Darwish HY, Ahmed SM. Elicitors enhancing phenolics content and related gene expression variation in petal—Derived calli of Rosa damascena Mill. Egyptian Journal of Bottomline. 2020;60(1):71-79'},{id:"B50",body:'Puhan P, Rath SP. In vitro propagation of Aegle marmelos (L.) corr., a medicinal plant through axillary bud multiplication. Advances in Bioscience and Biotechnology. 2012;3:121-125'},{id:"B51",body:'Liu CZ, Murch SJ, El-Demerdash M, Saxena PK. Regeneration of the Egyptian medicinal plant Artemisia judaica L. Plant Cell Reports. 2003;21:525-530'},{id:"B52",body:'Abed Elmaksood WM, Ebad FA, Bosila HA. In vitro propagation of the endangered medicinal plant Hyoscyamus muticus L. (Egyptian Henbane). Journal of Applied Environmental Biological Science. 2016;6(4):25-34'},{id:"B53",body:'Ahuja S, Mandal BB, Dixit S, Srivastava PS. Molecular, phenotypic and biosynthetic stability in Dioscorea floribunda plants derived from cryopreserved shoot tips. Plant Science. 2002;163:971-977'},{id:"B54",body:'Dixit-Sharma S. Cryopreservation of somatic embryos. Indian Journal of Biotechnology. 2005;4:47-55'},{id:"B55",body:'Lalaleo L, Testillano P, Risueňo MC, Cusidó RM, Palazon J, Alcazar R, et al. Effect of in vitro morphogenesis on the production of podophyllotoxin derivatives in callus cultures of Linum album. Journal of Plant Physiology. 2018;228:47-58'},{id:"B56",body:'Espinosa-Leal CA, Puente-Garza A, García-Lara CA. In vitro plant tissue culture: Means for production of biological active compounds. Planta. 2018;248:1-18'},{id:"B57",body:'Cai G, Li G, Ye H, Li G. Hairy root culture of Artemisia annua L. by Ri plasmid transformation and biosynthesis of artemisinin. Chinese Journal of Biotechnology. 1995;11:227-235'},{id:"B58",body:'Sreekumar S, Seeni S, Pushpangadan P. Production of 2 – hydroxy 4- methoxy benzaldehyde using root cultures of Hemidesmus indicus. Biotechnology Letters. 1998;20(7):631'},{id:"B59",body:'Vanisree M, Tsay HS. Studies on the production of some important secondary metabolites from medicinal plants by plant tissue cultures. Botanical Bulletin of Academia Science. 2004;45:1-22'},{id:"B60",body:'Hirata K, Yamanaka A, Kurano N, Miyamota K, Miura Y. Production of indole alkaloids in multiple shoot culture of (Catharanthus roseus 9L.) G. Don. Agricultural and Biological Chemistry. 1987;5:11311-11317'},{id:"B61",body:'Akashi T, Furuno T, Takahashi T, Ayabe S. Biosynthesis of triterpenoids in cultured cells regenerated and wild plant organs of Taraxacum officinale. Phytochemistry. 1994;36:303-308'},{id:"B62",body:'Alamgir ANM. Therapeutic medicinal plants and their extracts. Pharmacognosy. 2017;73:403-426'},{id:"B63",body:'Sathuluri RR, Gokare R. Plant cell cultures: Chemical factories of secondary metabolites. Biotechnology Advances. 2002;20(2):101-153. DOI: 10.1016/S0734-9750(02)00007-1'},{id:"B64",body:'Chang WD, Huang WW, Chen CC, Chang YS, Tsay HS. The production of secondary metabolites from Chinese medicinal herbs by suspension cell and tissue culture. In: Proc. 7th Int. Congr of SABRAO and WASS. Taipei, Taiwan; 1994. pp. 535-540'},{id:"B65",body:'Figueiro ADA, Correa CM, Astarita LV, Santarem ER. Long-term maintenance of the in vitro cultures affects growth & secondary metabolism of St. John’s Wort. Ciencia Rural. 2010;40(10):2115-2121'},{id:"B66",body:'Kim W, Pamela J. Weathers Secondary metabolism of hairy root cultures in bioreactors. Plant. 2002;38:1-10'},{id:"B67",body:'Bharathi P, Philomina D. Effect of nutritional factors and precursors on the formation of colchicine in Gloriosa superba in vitro. Research Biotechnology. 2010;1:29-37'},{id:"B68",body:'Hassanein AM, Galal A, Saad G, Soltan DM. Impact of slight changes in water potential of culture media on in vitro shoot multiplication, esterase, and protein patterns of Simmondsia chinensis L. Egyptian Journal of Botany. 2022;62(1):97-111. DOI: 10.21608/ejbo.2021.46723.1571'},{id:"B69",body:'Trejo-Tapia G, Arias-Castro C, Rodrguez-Mendiola M. Influence of the culture medium constituents & inoculum size on the accumulation of blue pigment & cell growth of Lavandula spica. Plant Cell, Tissue and Organ Culture. 2003;72:7-12'},{id:"B70",body:'Gandhi SG, Mahajan V, Bedi YS. Changing trends in biotechnology of secondary metabolism in medicinal and aromatic plants. Planta. 2015;241:303-317'},{id:"B71",body:'Monfort LEF, Bertolucci SKV, Lima AF, de Carvalho AA, Mohammed A, Blank AF, et al. Effects of plant growth regulators, different culture media and strength MS on production of volatile fraction composition in shoot cultures of Ocimum basilicum. Industrial Crops and Products. 2018;116:231-239'},{id:"B72",body:'Oliveira JPS, Hakimi O, Murgu M, Koblitz MGB, Ferreira MSL, Cameron LC, et al. Tissue culture and metabolome investigation of a wild endangered medicinal plant using high definition mass spectrometry. Plant Cell Tissue Organ Culture. 2018;134:153-162'},{id:"B73",body:'Hassanein AM. Hormonal requirements trigger different regeneration pathways in Alhagi Graecorum. Journal of Plant Biotech. 2004;6:171-179'},{id:"B74",body:'Raj D, Kokotkiewicz A, Drys A, Luczkiewicz M. Effect of plant growth regulators on the accumulation of indolizidine alkaloids in Securinega suffruticosa callus cultures. Plant Cell, Tissue and Organ Culture. 2015;123(1):39-45. DOI: 10.1007/s11240-015-0811-6'},{id:"B75",body:'Jang HR, Lee HJ, Park BJ, et al. Establishment of embryogenic cultures and determination of their bioactive properties in Rosa rugosa. Horticulture, Environment and Biotechnology. 2016;57(3):291-298'},{id:"B76",body:'Isah T, Umar S. Influencing in vitro clonal propagation of Chonemorpha fragrans (moon) Alston by culture media strength, plant growth regulators, carbon source and photoperiodic incubation. Journal of Forest Research. 2020;31(1):27-43'},{id:"B77",body:'Karwasara VS, Dixit VK. Culture medium optimization for camptothecin production in cell suspension cultures of Nothapodytes nimmoniana (J. Grah.) Mabberley. Plant Biotechnology Reports. 2013;7(3):357-369'},{id:"B78",body:'Thanh NT, Van KN, Paek KY. Effecting of medium composition on biomass and ginsenoside production in cell suspension culture of Panax vietnamensis Haet Grushv. VNUJ Science Natural Technology. 2007;23:269-274'},{id:"B79",body:'Irshad M, Debnath B, Mitra S, Arafat Y, Li M, Sun Y, et al. Accumulation of anthocyanin in callus cultures of red-pod okra (Abelmoschus esculentus (L) Hongjiao) in response to light and nitrogen levels. Plant Cell Tissue and Organ Culture. 2018;134:29-39'},{id:"B80",body:'Hagendoom JM, Wagner AM, Segers C, van der Plas LHW, André Oostdam A, van Walraven HS. Cytoplasmic acidification and secondary metabolite production in different plant cell suspensions. Plant Physiology. 1994;106:723-730'},{id:"B81",body:'Majerus F, Pareilleus A. Production of indole alkaloids by gelentrapped cells of Catharanthus roseus cells in a continuous flow reactor. Biotechnology Letters. 1986;8:863-866. DOI: 10.1007/BF01078646'},{id:"B82",body:'Nagella P, Murthy HN. Establishment of cell suspension cultures of Withania somnifera for production of withanolide A. Bioresource Technology. 2010;101(17):6735-6739. DOI: 10.1016/j'},{id:"B83",body:'Naik PM, Manohar SH, Praveen N, Murthy HN. Effects of sucrose & pH levels on the in vitro shoot regeneration from the leaf explants of Bacopa monnieri and accumulation of bacoside A in regenerated shoots. Plant Cell, Tissue and Organ Culture. 2010;100(2):235-239. DOI: 10.1007/s11240-009-9639-2'},{id:"B84",body:'Hassanein AM, Ahmed AM, Soltan DM. Study of somaclonal variation and gene expression as influenced by long term culture in sorghum. Current Opinion in Biotechnology. 2008;4:13-20'},{id:"B85",body:'Fazili MF, Bashir I, Ahmad M, Yaqoob U, Geelani SN. In vitro strategies for the enhancement of secondary metabolite production in plants: A review. Bulletin of the National Research Centre. 2022;46:35'},{id:"B86",body:'Pan ZG, Liu CZ, Murch SJ, El-Demerdash M, Saxena PK. Plant regeneration from mesophyll protoplasts of the Egyptian medicinal plants, Artemisia judiica L. and Echinops spinosissimum (Turra). Plant Science. 2003;165:681-687'},{id:"B87",body:'Kurz WGW, Constabel F. Production of secondary metabolites. In: Altman A, editor. Agricultural Biotechnology. New York: Marcel Dekker Inc; 1998. pp. 183-224'},{id:"B88",body:'Mukhopadhyay MJ, Mukhopadhyay S. Biotechnological Approach for enhancement of Colchicine Accumulation in Iphigenia indica Kunth. Journal of Plant Biochemistry and Biotechnology. 2008;17(2):185-188'},{id:"B89",body:'Feher A, Pasternak T, Otvos K, Miskolczi P, Dudits D. Induction of embryogenic competence in somatic plant cells: A review. Biologia (Bratislava). 2002;57:5-12'},{id:"B90",body:'Raghavan V, Srivastava PS. Embryo culture. In: Jhori JM, editor. Experimental Embryology of Vascular Plants. Berlin, Heidelberg, New York: Springer Verlag; 1982. pp. 195-230'},{id:"B91",body:'Roberts SC, Shule ML. Large-scale plant cell culture. Current Opinion in Biotechnology. 1997;8(2):154-159. DOI: 10.1016/s0958-1669(97)80094-8'},{id:"B92",body:'Gontier E, Sangwan BS, Barbotin JN. Effects of calcium, alginate, and calcium-alginate immobilization on growth and tropane alkaloid levels of a stable suspension cell line of Datura innoxia Mill. Plant Cell Reports. 1994;13:533-536'},{id:"B93",body:'Gupta K, Garg S, Singh J, Kumar M. Enhanced production of naphthoquinone metabolite (shikonin) from the cell suspension culture of Arnebia sp. & its up-scaling through bioreactor. Biotech. 2014;4(3):263-273. DOI: 10.1007/s13205-013-0149-x'},{id:"B94",body:'Tom R, Jardin B, Chavarie C, Rho D, Archambault J. Effect of culture process on alkaloid production by Catharanthus roseus cells: II. Immobilized cultures. Journal of Biotechnology. 1991;21(1-2):21-42'},{id:"B95",body:'Wu CH, Murthy HN, Hahn EJ, Paek KY. Establishment of adventitious root co-culture of Ginseng & Echinacea for the production of secondary metabolites. Acta Physiologiae Plantarum. 2008;30(6):891-896. DOI: 10.1007/s11738-008-0181-3'},{id:"B96",body:'Kiong AL, Mahmood M, Fodzillan NM, Daud SK. Effects of precursor supplementation on the production of triterpenes by Centella asiatica callus culture. Pakistan Journal of Biological Sciences. 2005;8:1160-1169. DOI: 10.3923/pjbs.2005.1160.1169'},{id:"B97",body:'Giri CC, Zaheer M. Chemical elicitors versus secondary metabolite production in vitro using plant cell, tissue and organ cultures: Recent trends and a sky eye view appraisal. Plant Cell, Tissue and Organ Culture (PCTOC). 2016;126:1-18'},{id:"B98",body:'Zhao J, Liu W, Wang J. Recent advances regarding constituents and bioactivities of plants from the genus Hypericum. Chemistry & Biodiversity. 2015;12:309-349'},{id:"B99",body:'Garcia-Perez I, Posma JM, Chambers ES, Mathers JC, Draper J, Beckmann M, et al. Dietary metabotype modelling predicts individual responses to dietary interventions. Nature Food. 2020;1:355-364. DOI: 10.1038/s43016-020-0092-z'},{id:"B100",body:'Giri A, Banerjee S, Ahuja PS, Giri CC. Production of hairy roots in Aconitum heterophyllum Wall. using Agrobacterium rhizogenes. In vitro Cell Development Biology. 1997;33:293-306'},{id:"B101",body:'Darvishi E, Kahrizi D, Bahraminejad S, Mansouri M. In vitro induction of α-pinene, pulegone, menthol, menthone and limonene in cell suspension culture of pennyroyal (Mentha pulegium). Cellular and Molecular Biology. 2016;62:7-9'},{id:"B102",body:'Castilho CVV, Neto JFF, Leitمo SG, Barreto CS, Pinto SC, da Silva NCB. Anemia tomentosa var. anthriscifolia in vitro culture: Sporophyte development and volatile compound profile of an aromatic fern. Plant Cell Tissue and Organ Culture. 2018;133:311-323'},{id:"B103",body:'Staniszewska I, Królicka A, Maliński E, Łojkowska E, Szafranek J. Elicitation of secondary metabolites in in vitro cultures of Ammi majus L. Enzyme and Microbial Technology. 2003;33:565-568'},{id:"B104",body:'Jin JH, Shin JH, Kim JH, Chung IS, Lee HJ. Effect of chitosan elicitation and media components on the production of anthraquinone colorants in madder (Rubia akane Nakai) cell culture. Biotechnology and Bioprocess Engineering. 1999;4:300-304'},{id:"B105",body:'Goda SM, Ahmed SA, El Sherif F, Hassanean HA, Ibrahim AK. Genetically stable plants with boosted flavonoids content after in vitro regeneration of the endangered Capparis spinosa L. Global Drugs Therapy. 2017;2(4):1-7'},{id:"B106",body:'Bhagwath SG, Hjortso MA. Statistical analysis of elicitation strategies for thiarubrine A production in hairy root cultures of Ambrosia artemisiifolia. Journal of Biotechnology. 2000;80(2):159-167. DOI: 10.1016/S0168-1656(00)00256-X'},{id:"B107",body:'Isah T. Stress and defense responses in plant secondary metabolites production. Biological Research. 2019;52:39'},{id:"B108",body:'García-Pérez P, Lozano-Milo E, Landín M, Gallego PP. Combining medicinal plant in vitro culture with machine learning technologies for maximizing the production of phenolic compounds. Antioxidants. 2020;9:210'},{id:"B109",body:'Blasco B, Navarro-León E, Ruiz JM. Oxidative Stress in Relation with Micronutrient Deficiency or Toxicity. Amsterdam, The Netherlands: Elsevier Inc; 2018'},{id:"B110",body:'Sharma A, Shahzad B, Rehman A, Bhardwaj R, Landi M, Zheng B. Response of phenylpropanoid pathway and the role of polyphenols in plants under abiotic stress. Molecules. 2019;24:2452'},{id:"B111",body:'Jeong GA, Park DH. Enhanced secondary metabolite biosynthesis by elicitation in transformed plant root system: Effect of abiotic elicitors. Applied Biochemistry and Biotechnology. 2006;129:436-446'},{id:"B112",body:'Tonk D, Mujib A, Maqsood M, Ali M, Zafar N. Aspergillus flavus fungus elicitation improves vincristine and vinblastine yield by augmenting callus biomass growth in Catharanthus roseus. Plant Cell, Tissue and Organ Culture. 2016;126:291-303'},{id:"B113",body:'Kowalczyk T, Merecz-Sadowska A, Picot L, Brċiċ Karaċonji I, Wieczfinska J, Sliwiński T, et al. Genetic manipulation and bioreactor culture of plants as a tool for industry and its applications. Molecules. 2022;27:795. DOI: 10.3390/molecules27030795'},{id:"B114",body:'Jackson P, Attalla MI. N-Nitrosopiperazines form at high pH in post-combustion capture solutions containing piperazine: A low-energy collisional behavior study. Rapid Communications in Mass Spectrometry. 2010;24(24):3567-3577. DOI: 10.1002/rcm'},{id:"B115",body:'Jaisi A, Panichayupakaranant P. Enhanced plumbagin production in Plumbago indica root cultures by l-alanine feeding and in situ adsorption. Plant Cell, Tissue and Organ Culture. 2016;38(2):351-355. DOI: 10.1007/s11240-016-1155-6'},{id:"B116",body:'Rahimi S, Hasanloo T, Najafi F, Khavari-Nejad RA. Enhancement of silymarin accumulation using precursor feeding in Silybum marianum hairy root cultures. Plant Omics Journal. 2011;4(1):34-39'},{id:"B117",body:'Tumova L, Rimakova J, Tuma J, Dusck J. Silybum marianum in vitro-flavolignan production. Plant, Cell & Environment. 2006;52:454-458'},{id:"B118",body:'Sivanandhan G, Selvaraj N, Ganapathi A, Manickavasagam M. Enhanced biosynthesis of withanolides by elicitation and precursor feeding in cell suspension culture of Withania somnifera (L.) Dunal in Shake-Flask Culture and Bioreactor. PLoS One. 2014;9:e104005'},{id:"B119",body:'Karppinen K, Hokkanen J, Tolonen A, Maltila S, Hohtola A. Biosynthesis of hyperforin & adhyperforin from amino acid precursors in the shoot cultures of Hypericum perforatum. Phytochemistry. 2007;68:1038-1045. DOI: 10.1016/j.phytochem.2007.01.001'},{id:"B120",body:'Taha H, El-Bahr MK, Seif-Nasr MM. In vitro studies on Egyptian Catharanthus roseus (L.) G.Don. IV: Manipulation of Some Amino Acids as Precursors for Enhanced of Indole Alkaloids Production in Suspension Cultures. Australian Journal of Basic and Applied Sciences. 2009;3(4):3137-3144'},{id:"B121",body:'Abyari M, Nasr N, Soorni J, Sadhu D. Enhanced accumulation of scopoletin in cell suspension culture of Spilanthes acmella Murr. using precursor feeding. Brazilian Archives of Biology and Technology. 2016;59:e16150533'},{id:"B122",body:'Lee MH, Cheng JJ, Lin CY, Chen YJ, Lu MK. Precursor-feeding strategy for production of solanine, solanidine, & solasodine by a cell culture of Solanum lyratum. Process Biochemistry. 2007;42(5):899-903'},{id:"B123",body:'Liu Y, Wang J, Wang L, Zhang C, Bai Q , Lyu X, et al. Biosynthesis and biotechnological production of salidroside from Rhodiola genus plants. Phytochemistry Reviews. 2022. DOI: 10.1007/s11101-021-09800-1'},{id:"B124",body:'Xu JF, Liu CB, Han AM, Feng PS, Su ZG. Strategies for the improvement of salidroside production in cell suspension cultures of Rhodiola sachalinensis. Plant Cell Reports. 1998;17:288-293. DOI: 10.1007/s002990050394'},{id:"B125",body:'Chetri SK, Kapoor H, Agrawal V. Marked enhancement of sennoside bioactive compounds through precursor feeding in Cassia angustifolia Vahl & cloning of isochorismate synthase gene involved in its biosynthesis. Plant Cell, Tissue and Organ Culture. 2016;124(2):431-446. DOI: 10.1007/s11240-015-0905-1'},{id:"B126",body:'Sandhu SS, Abreu IN, Colombo CA, Mazaferra P. Pilocarpine content and molecular diversity in jaborandi. Scientia Agrária. 2006;63:478-482'},{id:"B127",body:'Briskin DP. Biotechnological methods for selection of high-yielding cell lines and production of secondary metabolites in medicinal plants. In: Kayser O, Quax WJ, editors. Medicinal Plant Biotechnology. Weinheim: Wiley; 2007. pp. 187-201'},{id:"B128",body:'Isah T. Production of camptothecin in the elicited callus cultures of Nothapodytes nimmoniana (J.Graham) mabberly. Chemical Papers. 2017;71(6):1091-1106. DOI: 10.1007/s11696-016-0056-9'},{id:"B129",body:'Niggeweg R, Michael AJ, Martin C. Engineering plants with increased levels of the antioxidant chlorogenic acid. Nature Biotechnology. 2004;22(6):746-754'},{id:"B130",body:'Kumar S, Singh A, Kumar B, Singh B, Bahadur L, Lal M. Simultaneous quantitative determination of bioactive terpene indole alkaloids in ethanolic extracts of Catharanthus roseus (L.) G. Don by ultrahigh performance liquid chromatography-tandem mass spectrometry. Journal of Pharmaceutical and Biomedical Analysis. 2018;151:32-41'},{id:"B131",body:'Canel C, Lopes-Cardoso MI, Whitmer S, van der Fits L, Pasquali G, van der Heijden R, et al. Effects of over-expression of strictosidine synthase and tryptophan decarboxylase on alkaloid production by cell cultures of Catharanthus roseus. Planta. 1998;205:414-419'},{id:"B132",body:'Whitmer S, van der Heijden R, Verpoorte R. Effect of precursor feeding on alkaloid accumulation by a tryptophan decarboxylase over-expressing transgenic cell line T22 of Catharanthus roseus. Journal of Biotechnology. 2002;96:193-203'},{id:"B133",body:'Hashimoto T, Yun DJ, Yamada Y. Production of tropane alkaloids in genetically engineered root cultures. Phytochemistry. 1993;32:713-718'},{id:"B134",body:'Zhou Z, Tan H, Li Q , Chen J, Gao S, Wang Y, et al. CRISPR/Cas9-mediated efficient targeted mutagenesis of RAS in Salvia miltiorrhiza. Phytochemistry. 2018;148:63-70'},{id:"B135",body:'Afrin S, Huang J, Luo Z. JA-mediated transcriptional regulation of secondary metabolism in medicinal plants. Scientific Bulletin. 2015;60(12):1062-1072'},{id:"B136",body:'Goldhaber-Pasillas GD, Mustafa NR, Verpoorte R, et al. Jasmonic acid effect on the fatty acid and terpenoid indole alkaloid accumulation in cell suspension cultures of Catharanthus roseus. Molecules. 2014;19:10242-10260'},{id:"B137",body:'Tang KX, Liu DH, Wang YL, et al. Overexpression of transcriptional factor ORCA3 increases the accumulation of catharanthine and vindoline in Catharanthus roseus hairy roots. Russian Journal of Plant Physiology. 2011;58:415-422'},{id:"B138",body:'Li CY, Leopold AL, Sander GW, Shanks JV, Zhao L, Gibson S. The ORCA2 transcription factor plays a key role in regulation of the terpenoid indole alkaloid pathway. BMC Plant Biology. 2013;13:155'},{id:"B139",body:'Pan Q , Wang Q , Yuan F, et al. Overexpression of ORCA3 and G10H in Catharanthus roseus plants regulated alkaloid biosynthesis and metabolism revealed by NMR-metabolomics. PLoS One. 2012;7:e43038'},{id:"B140",body:'Suttipanta N, Pattanaik S, Kulshrestha M, et al. The transcription factor CrWRKY1 positively regulates the terpenoid indole alkaloid biosynthesis in Catharanthus roseus. Plant Physiology. 2011;157:2081-2093'},{id:"B141",body:'Schluttenhofer C, Pattanaik S, Patra B, et al. Analyses of Catharanthus roseus and Arabidopsis thaliana WRKY transcription factors reveal involvement in jasmonate signaling. BMC Genomics. 2014;15:502-522'},{id:"B142",body:'Balasubramanian M, Anbumegala M, Surendran R, Arun M, Shanmugam G. Elite hairy roots of Raphanus sativus (L.) as a source of antioxidants and flavonoids. 3 Biotech. 2018;8:128'},{id:"B143",body:'Kundu S, Salma U, Ali MN, Hazra AK, Mandal N. Development of transgenic hairy roots and augmentation of secondary metabolites by precursor feeding in Sphagneticola calendulacea (L.) Pruski. Industrial Crops and Products. 2018;121:206-215'},{id:"B144",body:'Lan X, Zeng J, Liu K, Zhang F, Bai G, Chen M, et al. Comparison of two hyoscyamine 6β-hydroxylases in engineering scopolamine biosynthesis in root cultures of Scopolia lurida. Biochemical and Biophysical Research Communications. 2018;497:25-31'},{id:"B145",body:'Sharma A, Verma N, Verma P, Verma RK, Mathur A, Mathur AK. 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Genetic transformation of Pueraria phaseoloides with Agrobacterium rhizogenes and puerarin production in hairy roots. Plant Cell Reports. 2003;21:1103-1107'},{id:"B150",body:'Inamdar JA, Natraj M, Mohan JSS, Subramanian RB. Somatic embryogenesis from callus cultures of Crataeva nurvala Buch. Ham. Phytomorphology. 1990;40(3):280-284'},{id:"B151",body:'Kumar HGA, Murthy HN, Paek KY. Somatic embryogenesis and plant regeneration in Gymnema sylvestre. Plan Cell Tissues Organs. 2002;71:85-88'},{id:"B152",body:'Martin KP. Plant regeneration through somatic embryogenesis on Holostemma ada-Kodian, a rare medicinal plant. Plant Cell Tissue Organs. 2003;72:79-82'},{id:"B153",body:'Patil MV. Micropropagation studies in Ceropegia spp. In Vitro Cell Development. 1998;34:240-243'},{id:"B154",body:'Saha PS, Sarkar S, Jeyasri R, Muthuramalingam P, Ramesh M, Jha S. In Vitro Propagation, Phytochemical and Neuropharmacological Profiles of Bacopa monnieri (L.) Wettst.: A review. Plants. 2020;9:411. DOI: 10.3390/plants9040411'},{id:"B155",body:'Tejavathi DH, Rajanna MD, Sowmya R, Gayathramma K. Induction of somatic embryos from cultures of Agave Veracruz Mill. In Vitro Cellular & Developmental Biology. 2007;43:423-428. DOI: 10.1007/s11627-007-9088-8'},{id:"B156",body:'Hussain MS, Fareed S, Ansari S, Rahman A, Ahmad IZ, Saeed M. Current approaches toward production of secondary plant metabolites. Journal of Pharmacy & Bioallied Sciences. 2012;4(1):10-20. DOI: 10.4103/0975-7406.92725'},{id:"B157",body:'Park SY, Paek KY. Bioreactor culture of shoots and somatic embryos of medicinal plants for production of bioactive compounds. In: Paek KY, Murthy HN, Zhong JJ, editors. Production of Biomass and Bioactive Compounds Using Bioreactor Technology. New York: Springer; 2014. pp. 337-368'},{id:"B158",body:'Tabata M, Fujita Y. Production of shikonin by the plant cell cultures. In: Zatlin M, Day P, Hollaender A, editors. Biotechnology in the Plant Science. Cambridge: Academic Press; 1985. pp. 207-218'},{id:"B159",body:'Hibino K, Ushiyama K. Commercial production of ginseng by the plant tissue culture technology. In: Fu TJ, Singh G, Curtis WR, editors. Plant Cell and Tissue Culture for Production of Food Ingredients. New York: Springer; 1999. pp. 215-224'},{id:"B160",body:'Phyton Biotech. Capacity, reliability and quality in taxane API supply. 2014. Available from: https://phytonbiotech.com/apis/docetaxel/2014'},{id:"B161",body:'Steingroewer J, Bley T, Georgiev V, et al. Bioprocessing of differentiated plant in vitro systems. Engineering in Life Sciences. 2013;13(1):26-38. DOI: 10.1002/elsc.201100226'},{id:"B162",body:'Ferrie AM. Protocols for in vitro cultures and secondary metabolite analysis of aromatic and medicinal plants. Annals of Botany. 2010;105(4):vii-viii'},{id:"B163",body:'Pohlscheidt M, Charaniya S, Bork C, Jenzsch M, Noetzel TL, Luebbert A. Bioprocess and Fermentation Monitoring. Hoboken: John Wiley & Sons; 2013'},{id:"B164",body:'Su WW, Humphrey AE. Production of rosmarinic acid in highdensity perfusion cultures of Anchusa officinalis using a high sugar medium. Biotechnology Letters. 1990;12(11):793-798. DOI: 10.1007/BF01022597'},{id:"B165",body:'Vanisree M, Chen YL, Shu-Fung L, Satish MN, Chien YL, HsinSheng T. Studies on the production of some important secondary metabolites from medicinal plants by plant tissue cultures. Botanical Bulletin of Academia Sinica. 2004;45:1-22'},{id:"B166",body:'Madariaga-Mazón A, Hernández-Alvarado RB, Noriega-Colima KO, Osnaya-Hernández A, Martinez-Mayorga K. Toxicity of secondary metabolites. De Gruyter. 2019. DOI: 10.1515/psr-2018-0116'},{id:"B167",body:'Sharma AK, Sharma MK. Plants as bioreactors: Recent developments and emerging opportunities. Biotechnology Advances. 2009;27(6):811-832'},{id:"B168",body:'Shitan N. Secondary metabolites in plants: Transport and self-tolerance mechanisms. Bioscience, Biotechnology, and Biochemistry. 2016;80(7):1-11. DOI: 10.1080/09168451.2016.1151344'},{id:"B169",body:'Siddiqui MS, Thodey K, Trenchard I, Smolke CD. Advancing secondary metabolite biosynthesis in yeast with synthetic biology tools. FEMS Yeast Research. 2012;12(2):144-170. DOI: 10.1111/j.1567-1364.2011.00774.x'},{id:"B170",body:'Niazian M, Sadat-Noori SA, Galuszka P, Mortazavian M. Tissue culture-based Agrobacterium-mediated and in plant transformation methods. Czech Journal of Genetics and Plant Breeding. 2017;53(4):133-143. DOI: 10.17221/177/2016-CJGPB'},{id:"B171",body:'Pandey S, Mishra A, Patel MK, Jha B. An Efficient method for Agrobacterium-mediated genetic transformation and plant regeneration in cumin (Cuminum cyminum L.). Applied Biochemistry and Biotechnology. 2013;171(1):1-9. DOI: 10.1007/s12010-013-0349-1'},{id:"B172",body:'Fernando WGD, Zhang X, Amarasinghe CC. Detection of Leptosphaeria maculans and Leptosphaeria biglobosa causing blackleg disease in canola from Canadian canola seed lots and dockage. Plants. 2016;5:12. DOI: 10.3390/plants5010012'},{id:"B173",body:'Rout GR, Samantaray S, Das P. In vitro manipulation and propagation of medicinal plants. Biotechnology Advances. 2000;18:91-120'},{id:"B174",body:'Wang G, Qi NM. Perfusion culture of Glycyrrhiza inflata suspension cells in a stirtank bioreactor. Australian Journal of Botany. 2009;57(3):240-246. DOI: 10.1071/BT08187'},{id:"B175",body:'Hassanein AM, Ahmed AM, Abdel-Hafez AII, Soltan DM. Phenol oxidizing isoenzymes and malate dehyderogenases patterns, and organogenesis of Solanum nigrum L. as affected by light treatments. Acta Agronomica Hungarica. 1999;47:127-136'},{id:"B176",body:'Jones AMP, Saxena PK. Inhibition of Phenylpropanoid Biosynthesis in Artemisia annua L.: A Novel Approach to Reduce Oxidative Browning in Plant Tissue Culture. PLoS One. 2013;8(10):e76802. DOI: 10.1371/journal.pone.0076802'},{id:"B177",body:'Malinski MP, Budzianowsk J, Kikowska M, Derda M, Jaworska MM, Mlynarczyk DT, et al. Two ecdysteroids isolated from micropropagated Lychnis floscuculi and the biological activity of plant material. Molecules. 2021;26:904. DOI: 10.3390/molecules26040904'},{id:"B178",body:'Kour B, Kour G, Kaul S, Dhar MK. In vitro mass multiplication and assessment of genetic stability of in vitro raised Artemisia absinthium L. plants using ISSR and SSAP molecular markers. Advances in Botany. 2014;2014:7'},{id:"B179",body:'Massot B, Milesi S, Gontier E, Bourgaud F, Guckert A. Optimized culture conditions for the production of furanocoumarins by micropropagated shoots of Ruta graveolens. Plant Cell, Tissue and Organ Culture. 2000;62:11-19'},{id:"B180",body:'Begum F. Augmented production of vincristine in induced tetraploids of Agrobacterium transformed shooty teratomas of Catharanthus roseus. Medicinal Plants. 2011;3:59-64'},{id:"B181",body:'Krolicka A, Szpitter A, Stawujak K, Baranski R, Gwizdek-Wisniewska A, Skrzypczak A, et al. Teratomas of Drosera capensis var. alba as a source of naphthoquinone: Ramentaceone. Plant Cell, Tissue and Organ Culture. 2010;103:285-292'},{id:"B182",body:'Chen J, Ziv M. The effect of ancymidol on hyperhydricity, regeneration, starch and antioxidant enzymatic activities in liquid-cultured Narcissus. Plant Cell Reports. 2001;20:22-27'},{id:"B183",body:'Isah T, Mujib A. In vitro propagation & camptothecin production in Nothapodytes nimmoniana. Plant Cell, Tissue and Organ Culture. 2015;121:1-10. DOI: 10.1007/s11240-014-0683-1'},{id:"B184",body:'Salem JM. Effects of anti-ethylene compounds on vitrification and genome fidelity of Stevia rebaudiana Bertoni. Egyptian Journal of Botany. 2020;60:519-535'},{id:"B185",body:'Debergh PC, Harbaoui Y, Lemeur R. Mass propagation of globe artichoke (Cynara scolymus): Evaluation of different hypotheses to overcome vitrification with special reference to water potential. Physiologia Plantarum. 1981;53:181-187'}],footnotes:[],contributors:[{corresp:"yes",contributorFullName:"Ahmed M. Hassanein",address:"ahmed.hassanein@science.sohag.edu.eg",affiliation:'
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He is currently Associate Professor at the VSB – Technical University of Ostrava, Faculty of Safety Engineering. His scientific and research work is aimed on critical infrastructure resilience & protection, risk management, civil protection and environmental protection. He is for example member of the International Association of Critical Infrastructure Protection Professionals (IACIPP), member of the Czech Technology Platform Energy Security (TPEB), editor-in-chief of the Transactions of the VSB-Technical University of Ostrava, Safety Engineering Series (TSES), reviewer of the International Journal of Critical Infrastructure Protection (IJCIP), reviewer of the Journal of Infrastructure Systems (JIS) and reviewer of the International Journal of Disaster Risk Reduction (IJDRR).",institutionString:null,institution:null},{id:"240637",title:"Prof.",name:"Martin",surname:"Hromada",slug:"martin-hromada",fullName:"Martin Hromada",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"325453",title:"Dr.",name:"Esra",surname:"Tepeli",slug:"esra-tepeli",fullName:"Esra Tepeli",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"326224",title:"M.Sc.",name:"Ilias",surname:"Gkotsis",slug:"ilias-gkotsis",fullName:"Ilias Gkotsis",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Center for Security Studies",institutionURL:null,country:{name:"Greece"}}},{id:"326225",title:"Dr.",name:"Anna",surname:"Gazi",slug:"anna-gazi",fullName:"Anna Gazi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"326227",title:"Dr.",name:"Evita",surname:"Agrafioti",slug:"evita-agrafioti",fullName:"Evita Agrafioti",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"326228",title:"Dr.",name:"Anastasia",surname:"Chalkidou",slug:"anastasia-chalkidou",fullName:"Anastasia Chalkidou",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"326229",title:"Dr.",name:"Fabio",surname:"Bolletta",slug:"fabio-bolletta",fullName:"Fabio Bolletta",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/326229/images/13822_n.jpg",biography:null,institutionString:null,institution:null},{id:"326230",title:"Dr.",name:"Clemente",surname:"Fuggini",slug:"clemente-fuggini",fullName:"Clemente Fuggini",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"326819",title:"MSc.",name:"Karolina",surname:"Jurkiewicz",slug:"karolina-jurkiewicz",fullName:"Karolina Jurkiewicz",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Agenzia Per La Promozione Della Ricerca Europea",institutionURL:null,country:{name:"Italy"}}}]},generic:{page:{slug:"open-access-funding",title:"Open Access Funding",intro:"
IntechOpen’s Academic Editors and Authors have received funding for their work through many well-known funders, including: the European Commission, Bill and Melinda Gates Foundation, Wellcome Trust, Chinese Academy of Sciences, Natural Science Foundation of China (NSFC), CGIAR Consortium of International Agricultural Research Centers, National Institute of Health (NIH), National Science Foundation (NSF), National Aeronautics and Space Administration (NASA), National Institute of Standards and Technology (NIST), German Research Foundation (DFG), Research Councils United Kingdom (RCUK), Oswaldo Cruz Foundation, Austrian Science Fund (FWF), Foundation for Science and Technology (FCT), Australian Research Council (ARC).
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If you are associated with any of the institutions in our list below, you can apply to receive OA publication funds by following the instructions provided in the links. Please consult the Open Access policies or grant Terms and Conditions of any institution with which you are linked to explore ways to cover your publication costs (also accessible by clicking on the link in their title).
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Open Access publication costs can often be designated directly in the grants or in specific budgets allocated for that purpose. Many of the most important funding organisations encourage, and even request, that the projects they fund are made available at no cost to the wider public. IntechOpen strives to maintain excellent relationships with these funders and ensures compliance with mandates.
\n\n
In order to help Authors identify appropriate funding agencies and institutions, we have created a list, based on extensive research on various OA resources (including ROARMAP and SHERPA/JULIET) of organizations that have funds available. Before consulting our list we encourage you to petition your own institution or organization for Open Access funds or check the specifications of your grant with your funder to ascertain if publication costs are included. Where you are in receipt of a grant you should clarify:
\n\n
\n\t
Does your institution already have a budget for covering Open Access publication costs?
\n\t
Does your grant list Open Access publication fees as legitimate direct/indirect costs?
\n
\n\n
If you are associated with any of the institutions in our list below, you can apply to receive OA publication funds by following the instructions provided in the links. Please consult the Open Access policies or grant Terms and Conditions of any institution with which you are linked to explore ways to cover your publication costs (also accessible by clicking on the link in their title).
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Please note that this list is not a definitive one and is updated regularly. To suggest possible modifications or the inclusion of your institution/funder, please contact us at funders@intechopen.com
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On September, 29th 2006 he has won a post PhD fellowship from the university of Bologna (from October 2006 to October 2008), at the competitive examination he was ranked first in the industrial engineering area. He extensively served as referee for several international journals. He is author/coauthor of more than 100 research papers. He has been involved in some projects supported by MURST and European Community. 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Delac received his B.Sc.E.E. degree in 2003 and is currentlypursuing a Ph.D. degree at the University of Zagreb, Faculty of Electrical Engineering andComputing. His current research interests are digital image analysis, pattern recognition andbiometrics.",institutionString:null,institution:{name:"University of Zagreb",country:{name:"Croatia"}}},{id:"557",title:"Dr.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/557/images/1927_n.jpg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. 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Almost all the parts of this plant, that are, fruit, leaves, flower bud, trunk, and pseudo-stem, can be utilized. This chapter deals with the fiber extracted from the pseudo-stem of the banana plant. It discusses the production of banana pseudo-stem fiber, which includes plantation and harvesting; extraction of banana pseudo-stem fiber; retting; and degumming of the fiber. It also deals with the characteristics of the banana pseudo-stem fiber, such as morphological, physical and mechanical, durability, degradability, thermal, chemical, and antibacterial properties. Several potential applications of this fiber are also mentioned, such as the use of this fiber to fabricate rope, place mats, paper cardboard, string thread, tea bags, high-quality textile materials, absorbent, polymer/fiber composites, etc.",book:{id:"7544",slug:"banana-nutrition-function-and-processing-kinetics",title:"Banana Nutrition",fullTitle:"Banana Nutrition - Function and Processing Kinetics"},signatures:"Asmanto Subagyo and Achmad Chafidz",authors:[{id:"257742",title:"M.Sc.",name:"Achmad",middleName:null,surname:"Chafidz",slug:"achmad-chafidz",fullName:"Achmad Chafidz"},{id:"268400",title:"Mr.",name:"Asmanto",middleName:null,surname:"Subagyo",slug:"asmanto-subagyo",fullName:"Asmanto Subagyo"}]},{id:"69568",title:"Water Quality Parameters",slug:"water-quality-parameters",totalDownloads:9909,totalCrossrefCites:12,totalDimensionsCites:32,abstract:"Since the industrial revolution in the late eighteenth century, the world has discovered new sources of pollution nearly every day. So, air and water can potentially become polluted everywhere. Little is known about changes in pollution rates. The increase in water-related diseases provides a real assessment of the degree of pollution in the environment. This chapter summarizes water quality parameters from an ecological perspective not only for humans but also for other living things. According to its quality, water can be classified into four types. Those four water quality types are discussed through an extensive review of their important common attributes including physical, chemical, and biological parameters. 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Accordingly, 80 medicinal plant species were reviewed; leaves and roots are the main parts of the plants used for preparation of traditional medicines. The local practitioners provided various traditional medications to their patients’ diseases such as stomachaches, asthma, dysentery, malaria, evil eyes, cancer, skin diseases, and headaches. The uses of medicinal plants for human and animal treatments are practiced from time immemorial. Stream/riverbanks, cultivated lands, disturbed sites, bushlands, forested areas and their margins, woodlands, grasslands, and home gardens are major habitats of medicinal plants. Generally, medicinal plants used for traditional medicine play a significant role in the healthcare of the majority of the people in Ethiopia. The major threats to medicinal plants are habitat destruction, urbanization, agricultural expansion, investment, road construction, and deforestation. Because of these, medicinal plants are being declined and lost with their habitats. Community- and research-based conservation mechanisms could be an appropriate approach for mitigating the problems pertinent to the loss of medicinal plants and their habitats and for documenting medicinal plants. Chromatography; electrophoretic, macroscopic, and microscopic techniques; and pharmaceutical practice are mainly used for quality control of herbal medicines.",book:{id:"8502",slug:"plant-science-structure-anatomy-and-physiology-in-plants-cultured-in-vivo-and-in-vitro",title:"Plant Science",fullTitle:"Plant Science - Structure, Anatomy and Physiology in Plants Cultured in Vivo and in Vitro"},signatures:"Admasu Moges and Yohannes Moges",authors:[{id:"249746",title:"Ph.D.",name:"Admasu",middleName:null,surname:"Moges",slug:"admasu-moges",fullName:"Admasu Moges"},{id:"297761",title:"MSc.",name:"Yohannes",middleName:null,surname:"Moges",slug:"yohannes-moges",fullName:"Yohannes Moges"}]},{id:"29764",title:"Underlying Causes of Paresthesia",slug:"underlying-causes-of-paresthesia",totalDownloads:192987,totalCrossrefCites:3,totalDimensionsCites:7,abstract:null,book:{id:"1069",slug:"paresthesia",title:"Paresthesia",fullTitle:"Paresthesia"},signatures:"Mahdi Sharif-Alhoseini, Vafa Rahimi-Movaghar and Alexander R. 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In Asturias (Spain), the diversity and richness of the fishing grounds of the Cantabrian Sea favored the historical settlement of a large number of communities closely linked to the marine environment and fishing resources, forming an integral part of the region’s cultural and natural heritage. However, aquatic ecosystems are facing, nowadays, important threats from anthropogenic activities. To address these problems and avoid their impact on fishing activities, it is essential to know the ecological and genetic status of the species. Despite this, the application of genetic tools is still incipient in many species of commercial interest; however, its use can help to generate data that allow better regulation and fisheries planning. Here, the use of genetic markers and educational strategies in the management of some shellfish species of great commercial and cultural value in Asturias are reviewed. 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The second disadvantage is technical since it is difficult to dealcoholize a wine while maintaining its original organoleptic characteristics. Both the aromatic qualities (volatile composition) and taste (sensory characteristics) of the dealcoholized wine (DW) tend to worsen the greater the decrease in its alcoholic strength. This makes the resulting wine have a different flavor and aroma. Improvement of the aroma of DW after dealcoholization could help wine producers limit undesirable effects and increase consumer acceptance. This chapter is focused on the popular techniques used in wine dealcoholization, their impact on the phenolic composition, volatile composition, sensory characteristics, and the state-of-the-art methods of improving the aroma profile of DW.",book:{id:"11622",title:"Recent Advances in Grapes and Wine Production - New Perspectives to Improve the Quality",coverURL:"https://cdn.intechopen.com/books/images_new/11622.jpg"},signatures:"Teng-Zhen Ma, Faisal Eudes Sam and Bo Zhang"},{id:"82452",title:"Temperature Based Agrometeorology Indices Variability in South Punjab, Pakistan",slug:"temperature-based-agrometeorology-indices-variability-in-south-punjab-pakistan",totalDownloads:2,totalDimensionsCites:0,doi:"10.5772/intechopen.105590",abstract:"Climate change has a major impact on crop yield all over the world. Pakistan is one of the major affected countries by climate change. The agrometeorology indices were determined for the South Punjab region, which is a hot spot for climate change and food security. This region is rich in agriculture, but crop yield relationship is estimated with agrometeorology indices (AMI). Temperature stress (33°C), average diurnal temperature range (12°C), Average accumulative growing degree days (1303°C), phototemperature (27°C) and nyctotemperature (21°C) indices were determined for Multan. The variation in diurnal temperature was found at 0.39 for Bahawalpur region and similar variation was observed in growing degree days, which is 0.11 more than the diurnal temperature range. The extreme of these indices which influence the crop yield was found in May and June. The cropping period from sowing to harvest varied due to climate change and cause to decrease in the yield of the crop. The indices are regarded as crop performance indicators. So, policymakers and agricultural scientists should take necessary measures to mitigate such kinds of challenges.",book:{id:"11341",title:"Challenges and Opportunity in Agrometeorology",coverURL:"https://cdn.intechopen.com/books/images_new/11341.jpg"},signatures:"Muhammad Saifullah, Muhammad Adnan, Muhammad Arshad, Muhammad Waqas and Asif Mehmood"},{id:"82195",title:"Endoplasmic Reticulum: A Hub in Lipid Homeostasis",slug:"endoplasmic-reticulum-a-hub-in-lipid-homeostasis",totalDownloads:2,totalDimensionsCites:0,doi:"10.5772/intechopen.105450",abstract:"Endoplasmic Reticulum (ER) is the largest and one of the most complex cellular structures, indicating its widespread importance and variety of functions, including synthesis of membrane and secreted proteins, protein folding, calcium storage, and membrane lipid biogenesis. Moreover, the ER is implicated in cholesterol, plasmalogen, phospholipid, and sphingomyelin biosynthesis. Furthermore, the ER is in contact with most cellular organelles, such as mitochondria, peroxisomes, Golgi apparatus, lipid droplets, plasma membrane, etc. Peroxisomes are synthesized from a specific ER section, and they are related to very-long-chain fatty acid metabolism. Similarly, lipid droplets are vital structures in lipid homeostasis that are formed from the ER membrane. Additionally, there is a specific region between the ER-mitochondria interface called Mitochondria-Associated Membranes (MAMs). This small cytosolic gap plays a key role in several crucial mechanisms from autophagosome synthesis to phospholipid transfer. Due to the importance of the ER in a variety of biological processes, alterations in its functionality have relevant implications for multiple diseases. Nowadays, a plethora of pathologies like non-alcoholic steatohepatitis (NASH), cancer, and neurological alterations have been associated with ER malfunctions.",book:{id:"11674",title:"Updates on Endoplasmic Reticulum",coverURL:"https://cdn.intechopen.com/books/images_new/11674.jpg"},signatures:"Raúl Ventura and María Isabel Hernández-Alvarez"},{id:"82438",title:"Mosquito Excito-Repellency: Effects on Behavior and the Development of Insecticide Resistance",slug:"mosquito-excito-repellency-effects-on-behavior-and-the-development-of-insecticide-resistance",totalDownloads:0,totalDimensionsCites:0,doi:"10.5772/intechopen.105755",abstract:"Mosquito’s resistance to avoiding insecticide-treated surfaces (“excito-repellency”) has two effects: irritation from direct contact with a treated area and repellency as an avoidance response to contact with treated surfaces. Nowadays, this behavior appears to reduce the success of mosquito control programs, particularly those based on insecticide-driven strategies. Different systems have been designed to assess the excito-repellency, evaluating numerous insecticides’ irritants, deterrents, and toxic properties at different concentrations. The information provides valuable insights regarding the patterns of mosquito behavior based on their physiological conditions, such as the age of the mosquitoes and the duration of the tests. However, the physiological processes resulting from chemical stimulus contact “chemoreception”) are still poorly explored and understood. This review provides an overview of insecticide effects on mosquito behavior and describes the mechanisms involved in chemical stimuli uptake, translation, and recognition.",book:{id:"11379",title:"Mosquito Research - Recent Advances in Pathogen Interactions, Immunity, and Vector Control Strategies",coverURL:"https://cdn.intechopen.com/books/images_new/11379.jpg"},signatures:"Yamili J. Contreras-Perera, Abdiel Martin-Park, Henry Puerta-Guardo, Azael Che-Mendoza, Silvia Pérez-Carrillo, Irám P. Rodrígez-Sánchez, Pablo Manrique-Saide and Adriana E. Flores"},{id:"82307",title:"The Impact of Heavy Metals on the Chicken Gut Microbiota and their Health and Diseases",slug:"the-impact-of-heavy-metals-on-the-chicken-gut-microbiota-and-their-health-and-diseases",totalDownloads:2,totalDimensionsCites:0,doi:"10.5772/intechopen.105581",abstract:"It is important to consider the health and well-being of birds in various production methods. The microbial makeup and function of a bird’s gastrointestinal (GIT) system may vary based on the bird’s food, breed, age, and other environmental conditions. Gut flora play a critical role in maintaining intestinal homeostasis. Environmental exposure to contaminants such as heavy metals (HMs) has been linked to a wide range of disorders, including the development of dysbiosis in the gut, according to many studies. Changes in the gut microbiota caused by HMs are a major factor in the onset and progression of these illnesses. The microbiota in the gut is thought to be the first line of defense against HMs. Thus, HMs exposure modifies the gut microbiota composition and metabolic profile, affecting HMs uptake and metabolism by altering pH, oxidative balance, and concentrations of detoxifying enzymes or proteins involved in HM metabolism. 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He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. 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He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. 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He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. 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She is now a lecturer at the University of Witwatersrand, South Africa, and a principal researcher at the Health Economics and Epidemiology Research Office (HE2RO), South Africa. Dr. Moolla holds a Ph.D. in Psychology with her research being focused on mental health and resilience. In her professional work capacity, her research has further expanded into the fields of early childhood development, mental health, the HIV and TB care cascades, as well as COVID. She is also a UNESCO-trained International Bioethics Facilitator.",institutionString:"University of the Witwatersrand",institution:{name:"University of the Witwatersrand",country:{name:"South Africa"}}},{id:"419588",title:"Ph.D.",name:"Sergio",middleName:"Alexandre",surname:"Gehrke",slug:"sergio-gehrke",fullName:"Sergio Gehrke",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000038WgMKQA0/Profile_Picture_2022-06-02T11:44:20.jpg",biography:"Dr. Sergio Alexandre Gehrke is a doctorate holder in two fields. The first is a Ph.D. in Cellular and Molecular Biology from the Pontificia Catholic University, Porto Alegre, Brazil, in 2010 and the other is an International Ph.D. in Bioengineering from the Universidad Miguel Hernandez, Elche/Alicante, Spain, obtained in 2020. In 2018, he completed a postdoctoral fellowship in Materials Engineering in the NUCLEMAT of the Pontificia Catholic University, Porto Alegre, Brazil. He is currently the Director of the Postgraduate Program in Implantology of the Bioface/UCAM/PgO (Montevideo, Uruguay), Director of the Cathedra of Biotechnology of the Catholic University of Murcia (Murcia, Spain), an Extraordinary Full Professor of the Catholic University of Murcia (Murcia, Spain) as well as the Director of the private center of research Biotecnos – Technology and Science (Montevideo, Uruguay). Applied biomaterials, cellular and molecular biology, and dental implants are among his research interests. He has published several original papers in renowned journals. In addition, he is also a Collaborating Professor in several Postgraduate programs at different universities all over the world.",institutionString:null,institution:{name:"Universidad Católica San Antonio de Murcia",country:{name:"Spain"}}},{id:"342152",title:"Dr.",name:"Santo",middleName:null,surname:"Grace Umesh",slug:"santo-grace-umesh",fullName:"Santo Grace Umesh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/342152/images/16311_n.jpg",biography:null,institutionString:null,institution:{name:"SRM Dental College",country:{name:"India"}}},{id:"333647",title:"Dr.",name:"Shreya",middleName:null,surname:"Kishore",slug:"shreya-kishore",fullName:"Shreya Kishore",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/333647/images/14701_n.jpg",biography:"Dr. Shreya Kishore completed her Bachelor in Dental Surgery in Chettinad Dental College and Research Institute, Chennai, and her Master of Dental Surgery (Orthodontics) in Saveetha Dental College, Chennai. She is also Invisalign certified. She’s working as a Senior Lecturer in the Department of Orthodontics, SRM Dental College since November 2019. She is actively involved in teaching orthodontics to the undergraduates and the postgraduates. Her clinical research topics include new orthodontic brackets, fixed appliances and TADs. She’s published 4 articles in well renowned indexed journals and has a published patency of her own. Her private practice is currently limited to orthodontics and works as a consultant in various clinics.",institutionString:null,institution:{name:"SRM Dental College",country:{name:"India"}}},{id:"323731",title:"Prof.",name:"Deepak M.",middleName:"Macchindra",surname:"Vikhe",slug:"deepak-m.-vikhe",fullName:"Deepak M. Vikhe",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/323731/images/13613_n.jpg",biography:"Dr Deepak M.Vikhe .\n\n\t\n\tDr Deepak M.Vikhe , completed his Masters & PhD in Prosthodontics from Rural Dental College, Loni securing third rank in the Pravara Institute of Medical Sciences Deemed University. He was awarded Dr.G.C.DAS Memorial Award for Research on Implants at 39th IPS conference Dubai (U A E).He has two patents under his name. He has received Dr.Saraswati medal award for best research for implant study in 2017.He has received Fully funded scholarship to Spain ,university of Santiago de Compostela. He has completed fellowship in Implantlogy from Noble Biocare. \nHe has attended various conferences and CDE programmes and has national publications to his credit. His field of interest is in Implant supported prosthesis. Presently he is working as a associate professor in the Dept of Prosthodontics, Rural Dental College, Loni and maintains a successful private practice specialising in Implantology at Rahata.\n\nEmail: drdeepak_mvikhe@yahoo.com..................",institutionString:null,institution:{name:"Pravara Institute of Medical Sciences",country:{name:"India"}}},{id:"204110",title:"Dr.",name:"Ahmed A.",middleName:null,surname:"Madfa",slug:"ahmed-a.-madfa",fullName:"Ahmed A. Madfa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204110/images/system/204110.jpg",biography:"Dr. Madfa is currently Associate Professor of Endodontics at Thamar University and a visiting lecturer at Sana'a University and University of Sciences and Technology. He has more than 6 years of experience in teaching. His research interests include root canal morphology, functionally graded concept, dental biomaterials, epidemiology and dental education, biomimetic restoration, finite element analysis and endodontic regeneration. Dr. Madfa has numerous international publications, full articles, two patents, a book and a book chapter. Furthermore, he won 14 international scientific awards. Furthermore, he is involved in many academic activities ranging from editorial board member, reviewer for many international journals and postgraduate students' supervisor. Besides, I deliver many courses and training workshops at various scientific events. Dr. Madfa also regularly attends international conferences and holds administrative positions (Deputy Dean of the Faculty for Students’ & Academic Affairs and Deputy Head of Research Unit).",institutionString:"Thamar University",institution:null},{id:"210472",title:"Dr.",name:"Nermin",middleName:"Mohammed Ahmed",surname:"Yussif",slug:"nermin-yussif",fullName:"Nermin Yussif",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/210472/images/system/210472.jpg",biography:"Dr. Nermin Mohammed Ahmed Yussif is working at the Faculty of dentistry, University for October university for modern sciences and arts (MSA). Her areas of expertise include: periodontology, dental laserology, oral implantology, periodontal plastic surgeries, oral mesotherapy, nutrition, dental pharmacology. She is an editor and reviewer in numerous international journals.",institutionString:"MSA University",institution:null},{id:"204606",title:"Dr.",name:"Serdar",middleName:null,surname:"Gözler",slug:"serdar-gozler",fullName:"Serdar Gözler",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204606/images/system/204606.jpeg",biography:"Dr. Serdar Gözler has completed his undergraduate studies at the Marmara University Faculty of Dentistry in 1978, followed by an assistantship in the Prosthesis Department of Dicle University Faculty of Dentistry. Starting his PhD work on non-resilient overdentures with Assoc. Prof. Hüsnü Yavuzyılmaz, he continued his studies with Prof. Dr. Gürbüz Öztürk of Istanbul University Faculty of Dentistry Department of Prosthodontics, this time on Gnatology. He attended training programs on occlusion, neurology, neurophysiology, EMG, radiology and biostatistics. In 1982, he presented his PhD thesis \\Gerber and Lauritzen Occlusion Analysis Techniques: Diagnosis Values,\\ at Istanbul University School of Dentistry, Department of Prosthodontics. As he was also working with Prof. Senih Çalıkkocaoğlu on The Physiology of Chewing at the same time, Gözler has written a chapter in Çalıkkocaoğlu\\'s book \\Complete Prostheses\\ entitled \\The Place of Neuromuscular Mechanism in Prosthetic Dentistry.\\ The book was published five times since by the Istanbul University Publications. Having presented in various conferences about occlusion analysis until 1998, Dr. Gözler has also decided to use the T-Scan II occlusion analysis method. Having been personally trained by Dr. Robert Kerstein on this method, Dr. Gözler has been lecturing on the T-Scan Occlusion Analysis Method in conferences both in Turkey and abroad. Dr. Gözler has various articles and presentations on Digital Occlusion Analysis methods. He is now Head of the TMD Clinic at Prosthodontic Department of Faculty of Dentistry , Istanbul Aydın University , Turkey.",institutionString:"Istanbul Aydin University",institution:{name:"Istanbul Aydın University",country:{name:"Turkey"}}},{id:"240870",title:"Ph.D.",name:"Alaa Eddin Omar",middleName:null,surname:"Al Ostwani",slug:"alaa-eddin-omar-al-ostwani",fullName:"Alaa Eddin Omar Al Ostwani",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/240870/images/system/240870.jpeg",biography:"Dr. Al Ostwani Alaa Eddin Omar received his Master in dentistry from Damascus University in 2010, and his Ph.D. in Pediatric Dentistry from Damascus University in 2014. Dr. Al Ostwani is an assistant professor and faculty member at IUST University since 2014. \nDuring his academic experience, he has received several awards including the scientific research award from the Union of Arab Universities, the Syrian gold medal and the international gold medal for invention and creativity. Dr. Al Ostwani is a Member of the International Association of Dental Traumatology and the Syrian Society for Research and Preventive Dentistry since 2017. He is also a Member of the Reviewer Board of International Journal of Dental Medicine (IJDM), and the Indian Journal of Conservative and Endodontics since 2016.",institutionString:"International University for Science and Technology.",institution:{name:"Islamic University of Science and Technology",country:{name:"India"}}},{id:"42847",title:"Dr.",name:"Belma",middleName:null,surname:"Işik Aslan",slug:"belma-isik-aslan",fullName:"Belma Işik Aslan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/42847/images/system/42847.jpg",biography:"Dr. Belma IşIk Aslan was born in 1976 in Ankara-TURKEY. After graduating from TED Ankara College in 1994, she attended to Gazi University, Faculty of Dentistry in Ankara. She completed her PhD in orthodontic education at Gazi University between 1999-2005. Dr. Işık Aslan stayed at the Providence Hospital Craniofacial Institude and Reconstructive Surgery in Michigan, USA for three months as an observer. She worked as a specialist doctor at Gazi University, Dentistry Faculty, Department of Orthodontics between 2005-2014. She was appointed as associate professor in January, 2014 and as professor in 2021. Dr. Işık Aslan still works as an instructor at the same faculty. She has published a total of 35 articles, 10 book chapters, 39 conference proceedings both internationally and nationally. Also she was the academic editor of the international book 'Current Advances in Orthodontics'. She is a member of the Turkish Orthodontic Society and Turkish Cleft Lip and Palate Society. She is married and has 2 children. Her knowledge of English is at an advanced level.",institutionString:"Gazi University Dentistry Faculty Department of Orthodontics",institution:null},{id:"178412",title:"Associate Prof.",name:"Guhan",middleName:null,surname:"Dergin",slug:"guhan-dergin",fullName:"Guhan Dergin",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178412/images/6954_n.jpg",biography:"Assoc. Prof. Dr. Gühan Dergin was born in 1973 in Izmit. He graduated from Marmara University Faculty of Dentistry in 1999. He completed his specialty of OMFS surgery in Marmara University Faculty of Dentistry and obtained his PhD degree in 2006. In 2005, he was invited as a visiting doctor in the Oral and Maxillofacial Surgery Department of the University of North Carolina, USA, where he went on a scholarship. Dr. Dergin still continues his academic career as an associate professor in Marmara University Faculty of Dentistry. He has many articles in international and national scientific journals and chapters in books.",institutionString:null,institution:{name:"Marmara University",country:{name:"Turkey"}}},{id:"178414",title:"Prof.",name:"Yusuf",middleName:null,surname:"Emes",slug:"yusuf-emes",fullName:"Yusuf Emes",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178414/images/6953_n.jpg",biography:"Born in Istanbul in 1974, Dr. Emes graduated from Istanbul University Faculty of Dentistry in 1997 and completed his PhD degree in Istanbul University faculty of Dentistry Department of Oral and Maxillofacial Surgery in 2005. He has papers published in international and national scientific journals, including research articles on implantology, oroantral fistulas, odontogenic cysts, and temporomandibular disorders. Dr. Emes is currently working as a full-time academic staff in Istanbul University faculty of Dentistry Department of Oral and Maxillofacial Surgery.",institutionString:null,institution:{name:"Istanbul University",country:{name:"Turkey"}}},{id:"192229",title:"Ph.D.",name:"Ana Luiza",middleName:null,surname:"De Carvalho Felippini",slug:"ana-luiza-de-carvalho-felippini",fullName:"Ana Luiza De Carvalho Felippini",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/192229/images/system/192229.jpg",biography:null,institutionString:"University of São Paulo",institution:{name:"University of Sao Paulo",country:{name:"Brazil"}}},{id:"256851",title:"Prof.",name:"Ayşe",middleName:null,surname:"Gülşen",slug:"ayse-gulsen",fullName:"Ayşe Gülşen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/256851/images/9696_n.jpg",biography:"Dr. Ayşe Gülşen graduated in 1990 from Faculty of Dentistry, University of Ankara and did a postgraduate program at University of Gazi. \nShe worked as an observer and research assistant in Craniofacial Surgery Departments in New York, Providence Hospital in Michigan and Chang Gung Memorial Hospital in Taiwan. \nShe works as Craniofacial Orthodontist in Department of Aesthetic, Plastic and Reconstructive Surgery, Faculty of Medicine, University of Gazi, Ankara Turkey since 2004.",institutionString:"Univeristy of Gazi",institution:null},{id:"255366",title:"Prof.",name:"Tosun",middleName:null,surname:"Tosun",slug:"tosun-tosun",fullName:"Tosun Tosun",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255366/images/7347_n.jpg",biography:"Graduated at the Faculty of Dentistry, University of Istanbul, Turkey in 1989;\nVisitor Assistant at the University of Padua, Italy and Branemark Osseointegration Center of Treviso, Italy between 1993-94;\nPhD thesis on oral implantology in University of Istanbul and was awarded the academic title “Dr.med.dent.”, 1997;\nHe was awarded the academic title “Doç.Dr.” (Associated Professor) in 2003;\nProficiency in Botulinum Toxin Applications, Reading-UK in 2009;\nMastership, RWTH Certificate in Laser Therapy in Dentistry, AALZ-Aachen University, Germany 2009-11;\nMaster of Science (MSc) in Laser Dentistry, University of Genoa, Italy 2013-14.\n\nDr.Tosun worked as Research Assistant in the Department of Oral Implantology, Faculty of Dentistry, University of Istanbul between 1990-2002. \nHe worked part-time as Consultant surgeon in Harvard Medical International Hospitals and John Hopkins Medicine, Istanbul between years 2007-09.\u2028He was contract Professor in the Department of Surgical and Diagnostic Sciences (DI.S.C.), Medical School, University of Genova, Italy between years 2011-16. \nSince 2015 he is visiting Professor at Medical School, University of Plovdiv, Bulgaria. \nCurrently he is Associated Prof.Dr. at the Dental School, Oral Surgery Dept., Istanbul Aydin University and since 2003 he works in his own private clinic in Istanbul, Turkey.\u2028\nDr.Tosun is reviewer in journal ‘Laser in Medical Sciences’, reviewer in journal ‘Folia Medica\\', a Fellow of the International Team for Implantology, Clinical Lecturer of DGZI German Association of Oral Implantology, Expert Lecturer of Laser&Health Academy, Country Representative of World Federation for Laser Dentistry, member of European Federation of Periodontology, member of Academy of Laser Dentistry. Dr.Tosun presents papers in international and national congresses and has scientific publications in international and national journals. He speaks english, spanish, italian and french.",institutionString:null,institution:{name:"Istanbul Aydın University",country:{name:"Turkey"}}},{id:"171887",title:"Prof.",name:"Zühre",middleName:null,surname:"Akarslan",slug:"zuhre-akarslan",fullName:"Zühre Akarslan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/171887/images/system/171887.jpg",biography:"Zühre Akarslan was born in 1977 in Cyprus. She graduated from Gazi University Faculty of Dentistry, Ankara, Turkey in 2000. \r\nLater she received her Ph.D. degree from the Oral Diagnosis and Radiology Department; which was recently renamed as Oral and Dentomaxillofacial Radiology, from the same university. \r\nShe is working as a full-time Associate Professor and is a lecturer and an academic researcher. \r\nHer expertise areas are dental caries, cancer, dental fear and anxiety, gag reflex in dentistry, oral medicine, and dentomaxillofacial radiology.",institutionString:"Gazi University",institution:{name:"Gazi University",country:{name:"Turkey"}}},{id:"256417",title:"Associate Prof.",name:"Sanaz",middleName:null,surname:"Sadry",slug:"sanaz-sadry",fullName:"Sanaz Sadry",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/256417/images/8106_n.jpg",biography:null,institutionString:null,institution:null},{id:"272237",title:"Dr.",name:"Pinar",middleName:"Kiymet",surname:"Karataban",slug:"pinar-karataban",fullName:"Pinar Karataban",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/272237/images/8911_n.png",biography:"Assist.Prof.Dr.Pınar Kıymet Karataban, DDS PhD \n\nDr.Pınar Kıymet Karataban was born in Istanbul in 1975. After her graduation from Marmara University Faculty of Dentistry in 1998 she started her PhD in Paediatric Dentistry focused on children with special needs; mainly children with Cerebral Palsy. She finished her pHD thesis entitled \\'Investigation of occlusion via cast analysis and evaluation of dental caries prevalance, periodontal status and muscle dysfunctions in children with cerebral palsy” in 2008. She got her Assist. Proffessor degree in Istanbul Aydın University Paediatric Dentistry Department in 2015-2018. ın 2019 she started her new career in Bahcesehir University, Istanbul as Head of Department of Pediatric Dentistry. In 2020 she was accepted to BAU International University, Batumi as Professor of Pediatric Dentistry. She’s a lecturer in the same university meanwhile working part-time in private practice in Ege Dental Studio (https://www.egedisklinigi.com/) a multidisciplinary dental clinic in Istanbul. Her main interests are paleodontology, ancient and contemporary dentistry, oral microbiology, cerebral palsy and special care dentistry. She has national and international publications, scientific reports and is a member of IAPO (International Association for Paleodontology), IADH (International Association of Disability and Oral Health) and EAPD (European Association of Pediatric Dentistry).",institutionString:null,institution:null},{id:"202198",title:"Dr.",name:"Buket",middleName:null,surname:"Aybar",slug:"buket-aybar",fullName:"Buket Aybar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/202198/images/6955_n.jpg",biography:"Buket Aybar, DDS, PhD, was born in 1971. She graduated from Istanbul University, Faculty of Dentistry, in 1992 and completed her PhD degree on Oral and Maxillofacial Surgery in Istanbul University in 1997.\nDr. Aybar is currently a full-time professor in Istanbul University, Faculty of Dentistry Department of Oral and Maxillofacial Surgery. She has teaching responsibilities in graduate and postgraduate programs. Her clinical practice includes mainly dentoalveolar surgery.\nHer topics of interest are biomaterials science and cell culture studies. She has many articles in international and national scientific journals and chapters in books; she also has participated in several scientific projects supported by Istanbul University Research fund.",institutionString:null,institution:null},{id:"260116",title:"Dr.",name:"Mehmet",middleName:null,surname:"Yaltirik",slug:"mehmet-yaltirik",fullName:"Mehmet Yaltirik",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/260116/images/7413_n.jpg",biography:"Birth Date 25.09.1965\r\nBirth Place Adana- Turkey\r\nSex Male\r\nMarrial Status Bachelor\r\nDriving License Acquired\r\nMother Tongue Turkish\r\n\r\nAddress:\r\nWork:University of Istanbul,Faculty of Dentistry, Department of Oral Surgery and Oral Medicine 34093 Capa,Istanbul- TURKIYE",institutionString:null,institution:null},{id:"172009",title:"Dr.",name:"Fatma Deniz",middleName:null,surname:"Uzuner",slug:"fatma-deniz-uzuner",fullName:"Fatma Deniz Uzuner",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/172009/images/7122_n.jpg",biography:"Dr. Deniz Uzuner was born in 1969 in Kocaeli-TURKEY. After graduating from TED Ankara College in 1986, she attended the Hacettepe University, Faculty of Dentistry in Ankara. \nIn 1993 she attended the Gazi University, Faculty of Dentistry, Department of Orthodontics for her PhD education. After finishing the PhD education, she worked as orthodontist in Ankara Dental Hospital under the Turkish Government, Ministry of Health and in a special Orthodontic Clinic till 2011. Between 2011 and 2016, Dr. Deniz Uzuner worked as a specialist in the Department of Orthodontics, Faculty of Dentistry, Gazi University in Ankara/Turkey. In 2016, she was appointed associate professor. Dr. Deniz Uzuner has authored 23 Journal Papers, 3 Book Chapters and has had 39 oral/poster presentations. She is a member of the Turkish Orthodontic Society. Her knowledge of English is at an advanced level.",institutionString:null,institution:null},{id:"332914",title:"Dr.",name:"Muhammad Saad",middleName:null,surname:"Shaikh",slug:"muhammad-saad-shaikh",fullName:"Muhammad Saad Shaikh",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Jinnah Sindh Medical University",country:{name:"Pakistan"}}},{id:"315775",title:"Dr.",name:"Feng",middleName:null,surname:"Luo",slug:"feng-luo",fullName:"Feng Luo",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Sichuan University",country:{name:"China"}}},{id:"423519",title:"Dr.",name:"Sizakele",middleName:null,surname:"Ngwenya",slug:"sizakele-ngwenya",fullName:"Sizakele Ngwenya",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of the Witwatersrand",country:{name:"South Africa"}}},{id:"419270",title:"Dr.",name:"Ann",middleName:null,surname:"Chianchitlert",slug:"ann-chianchitlert",fullName:"Ann Chianchitlert",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Walailak University",country:{name:"Thailand"}}},{id:"419271",title:"Dr.",name:"Diane",middleName:null,surname:"Selvido",slug:"diane-selvido",fullName:"Diane Selvido",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Walailak University",country:{name:"Thailand"}}},{id:"419272",title:"Dr.",name:"Irin",middleName:null,surname:"Sirisoontorn",slug:"irin-sirisoontorn",fullName:"Irin Sirisoontorn",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Walailak University",country:{name:"Thailand"}}},{id:"355660",title:"Dr.",name:"Anitha",middleName:null,surname:"Mani",slug:"anitha-mani",fullName:"Anitha Mani",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"SRM Dental College",country:{name:"India"}}},{id:"355612",title:"Dr.",name:"Janani",middleName:null,surname:"Karthikeyan",slug:"janani-karthikeyan",fullName:"Janani Karthikeyan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"SRM Dental College",country:{name:"India"}}},{id:"334400",title:"Dr.",name:"Suvetha",middleName:null,surname:"Siva",slug:"suvetha-siva",fullName:"Suvetha Siva",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"SRM Dental College",country:{name:"India"}}}]}},subseries:{item:{id:"18",type:"subseries",title:"Proteomics",keywords:"Mono- and Two-Dimensional Gel Electrophoresis (1-and 2-DE), Liquid Chromatography (LC), Mass Spectrometry/Tandem Mass Spectrometry (MS; MS/MS), Proteins",scope:"With the recognition that the human genome cannot provide answers to the etiology of a disorder, changes in the proteins expressed by a genome became a focus in research. Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. The Proteomics topic aims to attract contributions on all aspects of MS-based proteomics that, by pushing the boundaries of MS capabilities, may address biological problems that have not been resolved yet.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11414,editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",slug:"paolo-iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",biography:"Paolo Iadarola graduated with a degree in Chemistry from the University of Pavia (Italy) in July 1972. He then worked as an Assistant Professor at the Faculty of Science of the same University until 1984. In 1985, Prof. Iadarola became Associate Professor at the Department of Biology and Biotechnologies of the University of Pavia and retired in October 2017. Since then, he has been working as an Adjunct Professor in the same Department at the University of Pavia. His research activity during the first years was primarily focused on the purification and structural characterization of enzymes from animal and plant sources. During this period, Prof. Iadarola familiarized himself with the conventional techniques used in column chromatography, spectrophotometry, manual Edman degradation, and electrophoresis). Since 1995, he has been working on: i) the determination in biological fluids (serum, urine, bronchoalveolar lavage, sputum) of proteolytic activities involved in the degradation processes of connective tissue matrix, and ii) on the identification of biological markers of lung diseases. In this context, he has developed and validated new methodologies (e.g., Capillary Electrophoresis coupled to Laser-Induced Fluorescence, CE-LIF) whose application enabled him to determine both the amounts of biochemical markers (Desmosines) in urine/serum of patients affected by Chronic Obstructive Pulmonary Disease (COPD) and the activity of proteolytic enzymes (Human Neutrophil Elastase, Cathepsin G, Pseudomonas aeruginosa elastase) in sputa of these patients. More recently, Prof. Iadarola was involved in developing techniques such as two-dimensional electrophoresis coupled to liquid chromatography/mass spectrometry (2DE-LC/MS) for the proteomic analysis of biological fluids aimed at the identification of potential biomarkers of different lung diseases. He is the author of about 150 publications (According to Scopus: H-Index: 23; Total citations: 1568- According to WOS: H-Index: 20; Total Citations: 1296) of peer-reviewed international journals. He is a Consultant Reviewer for several journals, including the Journal of Chromatography A, Journal of Chromatography B, Plos ONE, Proteomes, International Journal of Molecular Science, Biotech, Electrophoresis, and others. He is also Associate Editor of Biotech.",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",slug:"simona-viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",biography:"Simona Viglio is an Associate Professor of Biochemistry at the Department of Molecular Medicine at the University of Pavia. She has been working since 1995 on the determination of proteolytic enzymes involved in the degradation process of connective tissue matrix and on the identification of biological markers of lung diseases. She gained considerable experience in developing and validating new methodologies whose applications allowed her to determine both the amount of biomarkers (Desmosine and Isodesmosine) in the urine of patients affected by COPD, and the activity of proteolytic enzymes (HNE, Cathepsin G, Pseudomonas aeruginosa elastase) in the sputa of these patients. Simona Viglio was also involved in research dealing with the supplementation of amino acids in patients with brain injury and chronic heart failure. She is presently engaged in the development of 2-DE and LC-MS techniques for the study of proteomics in biological fluids. The aim of this research is the identification of potential biomarkers of lung diseases. She is an author of about 90 publications (According to Scopus: H-Index: 23; According to WOS: H-Index: 20) on peer-reviewed journals, a member of the “Società Italiana di Biochimica e Biologia Molecolare,“ and a Consultant Reviewer for International Journal of Molecular Science, Journal of Chromatography A, COPD, Plos ONE and Nutritional Neuroscience.",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,series:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983"},editorialBoard:[{id:"72288",title:"Dr.",name:"Arli Aditya",middleName:null,surname:"Parikesit",slug:"arli-aditya-parikesit",fullName:"Arli Aditya Parikesit",profilePictureURL:"https://mts.intechopen.com/storage/users/72288/images/system/72288.jpg",institutionString:null,institution:{name:"Indonesia International Institute for Life 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