\r\n\t
\r\n\tComputer graphics are not entirely an original topic, because it defines and solves problems using some already established techniques such as geometry, algebra, optics, and psychology. The geometry provides a framework for describing 2D and 3D space, while the algebraic methods are used for defining and evaluating equality related to the specific space. The science of optics enables the application of the model for the description of the behavior of light, while psychology provides models for visualization and color perception.
\r\n\t
\r\n\t3D computer graphics (or 3D graphics, three-dimensional computer graphics, three-dimensional graphics) is a term describing the different methods of creating and displaying three-dimensional objects by using computer graphics.
\r\n\tThe first types of graphic interpretations were put in the plane (two-dimensional 2D). Requirements for a universal interpretation led to a three-dimensional (3D) interpretation content. From these creations have arisen applied mathematics and information disciplines of graphic interpretation of content - computer graphics. It relies on the principles of Mathematics, Descriptive Geometry, Computer Science and Applied Electronics.
\r\n\t
\r\n\t3D computer graphics or three-dimensional computer graphics use a three-dimensional representation of geometric data (often in terms of the Cartesian coordinate system) that is stored on a computer for the purpose of doing the calculation and creating 2D images. The images that are made can be stored for later use (probably as animation) or can be displayed in real-time.
\r\n\t
\r\n\tObjects within the 3D computer graphics are often called 3D models. Unlike rendered (generated) images, data that are ""tied"" to the model are inside graphic files. The 3D model is a mathematical representation of a random three-dimensional object. The model can be displayed visually as a two-dimensional image through a process called 3D rendering or can be used in non-graphical computer simulations and calculations. With 3D printing, models can be presented in real physical form.
\r\n\t
\r\n\tComputer graphics have remained one of the most interesting areas of modern technology, and it is the area that progresses the fastest. It has become an integral part of both application software, and computer systems in general. Computer graphics is routinely applied in the design of many products, simulators for training, production of music videos and television commercials, in movies, in data analysis, in scientific studies, in medical procedures, and in many other fields.
In nature, there exist remarkable structural complexities created out of self-assembly, for instance ice crystals from falling snow. In Molecular self-assembly, molecules adopt specific arrangement automatically without the direction of outside source. Phages like liquid crystals behave in such similar fashion, having the ability to self-assembly. Phages are viruses that infect bacterial cells, and also serve as most commercial vectors for recombinant DNA studies. Molecular self-assembly is a key concept in phage chemistry. The components of most phages or viruses in general have an assembly system which usually is directed through non-covalent interactions such as hydrogen bonding, hydrophobic forces, van der Waals forces, and electrostatic etc., leading to the formation of supramolecular assemblies composed of different shapes and sizes [1]. For instance, the interaction of the P22 phage tailspike protein with its capsid to form an infective phage is entirely non-covalent, however, once interaction is complete, bond reversibility is impossible [2]. Molecular self-assembly allows the construction of interesting molecular topologies. This self-assembly system is also crucial in biological systems in the form of the formation of biomolecular condensates in living organisms, also found in oligomerization of protein subunits to form multimers of complex structures [3]. The application of this system therefore is a bottom-up approach, in which components of the phages are directed to self-assembly to achieve a programmed molecular topology, consisting of the desired shape and functional groups.
Most researches have delved into self-assembling filamentous phages, thus shed light on the pathways for their self-assembly. Filamentous bacteriophages such as the
Due to a low metabolic activity and slow nutrient diffusion within cartilage, damage to this tissue often inevitably consist of slow and delayed regeneration and healing, the restriction of blood from reaching most part of this tissue and the resultant limitations in the availability of oxygen and other essential amino acids dictates a very slow systemic metabolic response since transports system in this tissue have to employ less speedy forms such as transport proteins across the thick ECM. Accidents that cause injury to the knee may sometimes rupture the articular cartilage. Most diseases associated with articular cartilage include the following; 1) osteoarthritis; a condition where the cartilage covering the bones in joints is thinned and sometimes completely worn out. This leads to exposure of the bone ends to friction and erosion which causes bone damage. Aberrant immunometabolism has also been implicated in most phenotypes of osteoarthritis [5]. 2) Rheumatoid arthritis is a chronic systemic autoimmune disease that primarily affects the lining of the synovial joints. This disease is progressive with the pathological mechanism driven via the deterioration of cartilage, bone erosion; hyperplastic synovium and systemic consequences [6]. Most symptoms of rheumatoid arthritis include arthralgia, swelling, redness, joint pain and hence limiting the range of motion [7]. 3) Some other disease/conditions related to cartilage degeneration are relapsing polychondritis [8, 9], achondroplasia [10], costochondritis [11, 12], herniation [13], chondrosarcoma [14], chondroma [15] etc. While biological factors have been well known to play crucial roles in the etiology of these diseases, therapeutic management of these conditions have proved less reliable. Below, we discuss some related works that have been done in the cell-phage research interface, and how the knowledge of both fields could synchronize to help find answers for cartilage regeneration and therapy challenges.
Chondrocytes in articular cartilage have unique alignment with respect to the articular surface, this is crucial for the functional performance of the cartilage. A deeper comprehension of the chondrocytes and collagen alignment is important for a better appreciation of the load bearing and shock absorption function of this tissue. Chondrocytes are organized into four zonal layers in the articular cartilage tissue: superficial zone, middle zone, deep zone and calcified zone. The superficial zone contains elongated and flattened chondrocytes whereas the middle zone has rounded chondrocytes as shown in Figure 1. The deep zone and calcified zone have hypertrophic chondrocytes. Cartilage tissue has one of the poorest proliferative capacities and loss of chondrocytes as well as abrasions to the articular surface could give rise to osteoarthritis [16, 17, 18]. In cartilage regenerative effort, the interest usually is to produce cartilage with high performance comparable to the natural tissue, and this implies supplying chondrocytes with the right physical and molecular cues to direct their proliferation, differentiation and tissue regeneration. Therefore, guiding the topological and structural organization of the scaffold in which chondrocytes are seeded as well as modulating the molecular cues functionalized to the scaffold is of crucial importance for cartilage tissue regeneration.
Cartoon illustration of the anatomical structure of the articular cartilage, depicting the collagen fibers orientation and chondrocytes morphology. The superficial zone consists of flattened and horizontally aligned chondrocytes with also horizontally aligned collagen fibers, predominantly collagen I. the transition zone has rounded chondrocytes, with randomly aligned collagen II fibers; the deep zone has vertically aligned columns of chondrocytes with vertical collagen alignment.
In a biomimetic strategy, He and his colleagues synthesized nanofibrous bio-inorganic hybrid materials by using phage as a model biological nanofiber and calcium hydroxyapatite (HAP) as a model inorganic material [19]. They induced the nanofibers self-assembly into phage-cation complex structures through electrostatic interaction between anionic phage nanofibers and the free precursor cations of the inorganic materials. Successful orientation of collagen molecules was also reported. This bioengineered phage bio-nanofibers as biotemplates oriented the nucleation of HAP, formed cluster of structures induced by calcium ions. They observed that the orientations of HAP crystals were formed along Ca2+ induced phage bundles, then finally, their co-assembled collagen-phage hybrid bundles induced an aligned nucleation of HAP on them [19].
This gives an excellent platform for cartilage tissue regeneration experiments since collagen fibers arrangement and alignment is a critical measure of cartilage performance. In articular cartilage, the superficial zone consists of mostly type I collagens that are aligned parallel to the articular surface to reduce friction. Hence, the use of such a novel framework for collagen orientation in cartilage regenerative effort will prove useful. The ability to determine the assembly and orientation of collagen or minerals by this co-assembly process in a bio-mimetic scaffold presents an interesting process for producing excellent cartilage or bone tissue via tinkering the organization and orientation of both proteins and HAP in order to produce superior functional and mechanical properties of cartilage or bone tissue [20].
Young and his colleagues demonstrated that phage-based array chips could be used for an optically readable cell proliferation and morphology assays. They engineered M13 phages that that displayed RGD on its major coat proteins and also functionalized the growth factor, FGF2, on its minor coat proteins. Since M13 can self-assembly, they constructed from them a nanofibrous network scaffold, then grew cells on them. They monitored for biochemical cues displayed by the phage on cell proliferation and morphology. This elegant work allowed for the utility of engineered phages for sensitive monitoring of the effects of functional peptides on cell growth [21].
The chondrogenic potential of mesenchymal stem cells (MSCs) allows for stem cell therapy of damaged cartilage possible. These stem cells can easily be obtained via biopsy from the patient then amplified in the laboratory. This has therefore made MSCs a routinely used cell types for cartilage regeneration [22, 23].
Phage display derived functional peptides has been employed for chondrogenic differentiation of MSCs [24].
TGF-β1- and collagen II-binding peptides were identified through phage display biopanning by Meng and his colleagues [25]. They discovered the peptide HSNGLPL to have high affinity to TGF-β1 receptor, the peptide was then functionalizedbypolyurethane with side propynyl groups via CuAAC click reaction to form nanofiber gel materials with high TGF-β1-binding affinity which acted as an absorbent for TGF-β1 within gels [24, 25]. Their findings demonstrated that their construct induced chondrogenic differentiation of human MSCs
Integrins are transmembrane receptors for extracellular matrix proteins [26]; they play a crucial role in signal transduction in chondrocytes and control cellular attachment, migration, proliferation and apoptosis etc. One of the severally known signaling pathways initiated by integrinsare the Src pathway, this pathway is known to coordinate very vital cellular processes [27], downstream of which include the RHO, SMAD, AKT etc. as depicted in Figure 2. While the RHO pathway transduced via integrins acts to regulates actin cytoskeleton [28] leading to cell spread and migration, the AKT through ERK pathway is crucial for chondrocytes growth, proliferation and survival [27, 28]. Interestingly also, downstream of Src, upon ERK pathway activation, the transcription factor SMAD1/5/8 is known to be blocked from nuclear translocation, thereby blocking chondrocyte’s hypertrophy, and bone formation processes [29, 30, 31]. This step is crucial for forming normal cartilage. While the SMAD signaling pathway will eventually lead to the inhibition of chondrocyte’s hypertrophy, the RHO signaling improves cells motility and migration, whereas, the ERK pathway could signal chondrocytic differentiation of MSCs into chondrocytes for cartilage regeneration.
Diagrammatic illustration of the possible mechanisms of phage displayed peptide on integrin mediated signaling pathway. Integrin binding peptide such as RGD, IKVAV or DGEA can be genetically engineered to display on the surface of the coat protein of the phage. The displayed peptide which have high affinity for integrin receptor will interact with integrin on the plasma membrane, the extracellular subunits of integrin then initiates several conformational changes leading to a more opened and sensitive state from the previously closed and insensitive state, enabling the bound formation between the peptide (ligand) and the receptor. Upon binding to the phage displayed peptide, the integrin receptor activates cascades of signaling including the SMAD, ERK, RHO signaling pathways via signal transduction. While the SMAD signaling pathway will eventually lead to the inhibition of chondrocyte’s hypertrophy, the RHO signaling improves cells motility and migration, whereas, the ERK pathway could signal chondrocytic differentiation of prechondrocytes into chondrocytes for cartilage regeneration.
To influence chondrocytic differentiation of MSCs for cartilage regeneration therefore, as diagrammatically illustrated in Figure 2, integrin binding peptides such as RGD, IKVAV or DGEA can be genetically engineered to display on the surface of the coat protein of the phage. The displayed peptides which have high affinity for integrin receptor will interact with integrin on the plasma membrane of the stem cells. This will allow for direct activation of the integrin receptors by the displayed peptide. The process of activating integrin receptor occurs in sequential conformational changes. First, the extracellular subunits of integrin initiate several conformational changes leading to a more opened and sensitive state from the previously closed and insensitive state, the sensitive state allows for bond formation between the peptide and the receptor. Upon binding to the phage displayed peptide, the integrin receptor activates cascades of signaling including the SMAD, AKT, and RHO signaling pathways which could signal chondrocytic differentiation of MSCs into chondrocytes for cartilage regeneration.
The development of scaffolds for cartilage tissue regeneration must include mechanical properties since loading conditions have substantial effect on this tissue. Hence, the optimal mechanical properties of scaffold for cartilage regeneration usually are expected to produce better cartilage tissue formation that must suit the functional role of load bearing. For this reason, it is imperative to carefully regulate the mechanical as well as the degradation properties of the scaffolds used in cartilage engineering. In an ideal case, the biomaterial should eventually be remodeled and replaced by the chondrocytes and the chondrocytes’ secreted ECM and studies along these lines have been conducted [32, 33]. The development and application of ‘smart’ bioresponsive materials that can respond to biological cues or to pathological abnormalities are of great interest to both researchers and clinicians, and this is more so important especially in the case of cartilage tissue regeneration and osteoarthritis therapy in which precise administration of therapeutics with minimal invasiveness is key. A good review on this topic is covered by Yu and his colleagues [33].
In a related study, osteogenic differentiation of mouse preosteoblasts induced by collagen-derived DGEA-peptide on nanofibrous phage tissue matrices was carried out by Yoo and his colleagues [34]. They constructed genetically engineered M13 phage with DGEA-peptide displayed in high density on the major coat proteins and studied the effects of the DGEA-peptides on preosteoblast morphologies. Their results demonstrated that preosteoblasts grown on DGEA-incorporated phage matrices exhibited significant outgrown morphology with early bone cell marker protein expression. In the cartilage tissue, since it is nonvascular, cell to cell communication is slow and most signaling is via ECM embedded proteins, physical cues, peptides, etc. in the tissue extracellular matrices and such play vital role in controlling chondrocyte’s growth, proliferation, and ECM molecules deposition and remodeling of cartilage ECM. A replicate study in which the peptide KRTGQYKL is displayed on M13 and prechondogenic cells are grown on such matrices will be of interesting discovery since this peptide is known to induce chondrogenesis [35].
The cartilage is an avascular tissue that expresses high levels of hyaluoronic acid (HA) via the hyaluoronic acid synthase. Classic histochemical analysis of HA are usually performed using Alcian blue or using the HA-specific probe, known as HA-binding protein (HABP), however since HABP is a complex of aggrecans and link proteinsderived from bovine cartilage, published data seems to indicate discrepancies [36]. Zymolik and Mummert via phage display identified a novel HA binding peptide for which they coined pep-1 which demonstrated excellent staining for dermis, however, they recorded sensitivity of pep-1 conformation changes in HA [22]. The pep-1 peptide therefore could serve as HA expression probe for
The activation of hyaluronan synthase leads to the production and deposition of HA on the ECM of the cartilage for repair and remodeling. It has been shown to modulate inflammation and fibroplasia during wound repair. Tolg et al. using phage display identified another peptide, P15-1 (STMMSRSHKTRSHHV), by biopanning through 7-to 15mer phage display libraries. This 15mer peptide showed similarity to the receptor for hyaluronan mediated motility (RHAMM) binding sequences, and was demonstrated to show high affinity to HA and keenly mimicked the functional properties of RHAMN. In an
Another important molecule of the characteristically thick ECM of cartilage tissue is decorin. It is known to bind to aggrecan to increase its adhesion with other aggrecan molecules and with collagen II fibrils, thereby enhancing the assembly and structural integrity of the aggrecan network in cartilage ECM. At the cellular level, decorin functions to increase the retention of aggrecan in the newly formed matrix of chondrocytes. Also, this molecule increases the adhesion between aggrecan and aggrecan molecules and between aggrecan molecules and collagen II fibrils [38]. It has been shown to inhibit TGF-β and hence prevent tissue fibrosis and promote tissue regeneration. Jarvinen and Ruoslahti genetically displayed a wound-homing CAR peptide (CARSKNKDC) on the decorin surface to form a recombinant CAR-decorin. After intravenous injection of CAR-decorin, these complexes selectively accumulated in the wound sites, and promoted wound healing, without scar formation in a mice wound model [39], this displayed peptide therefore can be employed for cartilage wound healing process, since osteoarthritis is characterized by a persistent deterioration of the cartilage tissue or basically and an non-healing wound.
By phage biopanning, Pi and his colleagues discovered the chondrocyte-homing peptide, DWRVIIPPRPSA (CAP). They also chemically conjugated the peptide with polyethyleneimine (PEI) to construct a non-viral gene vector [40]. The CAP-functionalized PEI vectors showed specificity for cartilage tissue and gene transfection efficiency in the knee joints was demonstrated to be excellent, and can be employed for cartilage therapy. In another study, they employed the same construct to deliver siRNA into the cartilage of the knee joints to silence the expression of Hif-2α [41]. Hif-2α, which is one of the molecules that triggers cartilage degradation in osteoarthritis (OA), was therefore downregulated and cartilage degeneration and synovium inflammation in the knee joints were alleviated. In both cases, they showed that the use of the cartilage specific and chondrocyte-homing peptide identified by phage display could make therapy of degenerate cartilage feasible.
The development of osteoarthritis or rheumatoid arthritis is noted to be highly linked with MMP13 expression, a collagenase that degrades collagen and biglycans [42, 43]. Sun-Jun and his colleagues’ utilized phage display to map out the substrate specificity of this enzyme, their screening revealed that MMP13 targeted with specificity to peptide substrates that have proline at the P3 position and lipophilic amino acids at P1′. They observed that a change in proline via site-directed mutagenesis made these substrates less sensitive to collagenase 3 [44]. Integrins are transmembrane heterodimeric proteins that play a role as mechanotransducers; they also mediate a number of other signaling cascades and triggers endocytosis [45] and or pinocytosis [46] that mediate cellular internalization. Chondrocytes plasma membranes have surface integrins subunits [47]. A fluorophore that is therefore bound to a ligand that interacts with integrins can be internalized. Hart and his coworkers demonstrated using bacteriophage Fd that displayed the cyclic integrin-binding peptide sequence GGCRGDMFGC on the major coat protein subunits. This led to the internalization of the phage by cells, thus demonstrating that the integrin-binding peptides displayed on the phage could target cells expression integrin on its surface for internalization [48], and this could be exploited to have the phage coat protein also functionalized to a fluorophore that serve for immunofluorescent imaging. Same process can also be exploited for the possible introduction of siRNA or preloaded drugs into cells for therapy.
CRISPR technology has proven to be a highly efficient and specific target genome editing technology for eukaryotes; and has been demonstrated as an excellent technology for specific genes silencing, genes knockouts, or knockdowns applications. Therefore this technology can be employed to silence specific gene products in cartilage tissues that amplify the deterioration of cartilage during rheumatoid arthritis or osteoarthritis. For instance, high MMP13 [49, 50], RUNX2 [51], VEGF [52] etc. expressions in cartilage tissue usually are pointers to cartilage degeneration and abnormality [53] and hence can be silenced through this CRISPR technology. The bottleneck remains nonetheless on homing CRISPR to cartilage tissue. Shefah and his team showed that P22 phage served as a robust supramolecular protein cage that could be utilized for cell type-specific delivery of encapsulated cargos [54]. They genetically fused Cas9 to a truncated form of the P22 phage scaffold protein, thereby packaging Cas9 and a single-guide RNA (sgRNA) inside the P22 capsid. Since the sgRNA is tunable, specifying which gene to target therefore is achievable. Homing such a delivery vehicle to cartilage tissue can be achieved via molecular engineering process. The chondrocyte-homing peptide, DWRVIIPPRPSA as discovered by Pi and his colleagues [40] could be chemically functionalized to the engineered P22 phage capsid construct (P22-Cas9: sgRNA complex) using polyethyleneimine. On the other hand, a genetic engineering approach in which the P22 phage tailspike protein is tinkered to contain this chondrocyte homing peptide (DWRVIIPPRPSA) especially at the C-terminus can then be assembled onto the P22 phage capsid construct encapsulating the Cas9-sgRNA. The P22 tailspike protein is well known for its tolerance to several physiological and environmental conditions such as protease, heat and detergents [55]. It is biocompatible and posse no harm to the human body. The non-covalent but irreversible binding of the phage’s tailspike to its capsid will lead to the production of a phage construct with capsid loaded with the right gene regulatory factor(s) that has the capacity for cartilage specific targeting.
Cartilage defect in knee such as in the case of rheumatoid arthritis or osteoarthritis or even in the event of joint injury can lead to matrix metalloproteinase expression enhancement and degenerative events [42, 43, 56, 57]. Inflammation is also known to be associated with joint symptoms and progression of osteoarthritis. The molecular markers of inflammation can be assessed in joint fluids and tissues from patients [58] using phage display technology. Phage based biosensors can be employed to sense the degeneration and extent of wound and even early detection of the degenerative event. These biosensors could reflect the effects of medical treatment. For instance, phage library can be screened against the MMP13 upregulation in osteoarthritis to select highly selective and affinity-binding phages to MMP13. Similar studies as done by Sun-Jun and his colleagues’ as mentioned earlier utilized phage display to map out specificity to MMP13 [44]. These selective phages can detect MMP13 in the injured or degenerative joints and thus can be employed for sensor designs and constructs. Several phage-based biosensors have been constructed for detection of pathogens, antigens, secreted proteins in various disease states [59, 60, 61]. For instance, Singh and Amit used immobilized engineered tail spike proteins derived from the P22 bacteriophage onto gold surfaces using thiol-chemistry to analytical detect
Even though there exist copious discoveries on the genetic factors as well as the molecular mechanisms surrounding cartilage degeneration, the efficacious treatment modalities remain elusive. Phage display provides an advantageous platform to study, diagnose and treat cartilage related diseases, since this provide a nano scale molecular mechanism that have the benefits of possessing higher tissue penetration, high specificities to cartilage, tunable, and hence can be leveraged for cartilage therapy, diagnoses, imaging and research application. By far, majority of phages used for display are biocompatible, and hence can serve as ideal drug delivery systems with minimal to no side effects to the human body upon administration, and should attain tremendous efficacy. The ability to fine tune drug loaded phages by functionalizing homing peptides to the phage particle offer a special pharmacokinetic characteristic, since it provides for regulated and targeted distribution of the payload, and ensure safety. Nonetheless, the use of phages for cartilage therapy still remains an obscured subject, and many obstacles should necessarily be surmounted. First, the choice of the right phage display libraries through phage biopanning is a critical step that will ensure the generation of the right ligand peptides for display. Secondly, there must be a concerted effort to direct cartilage studies to understand more cartilage targeting peptides and the specific genetic and molecular mechanisms that should be reversed in degenerated cartilage therapy process. The specific receptor target moieties, chondrocyte-ECM dynamic relationships, the biology of cartilage tissue ECM remodeling and ECM molecules secretion, deposition and recycling must all be understood
AKT | Ak strain transforming |
CFU | Colony forming unit. |
CRISPR | clustered regularly interspaced short palindromic repeats. |
ECM | extracellular matrix. |
ERK | extracellular-signal-regulated kinase. |
FGF2 | fibroblast growth factors 2 (basic). |
HA | hyaluoronic acid. |
HABP | hyaluoronic acid binding protein. |
HAP | hydroxyapatite. |
Hif-2α | Hypoxia Inducible Factor-2 alpha. |
MMPs | matrix metalloproteinases. |
MSCs | Mesenchymal stem cells. |
PEI | polyethyleneimine. |
RHAMM | receptor for hyaluronan mediated motility. |
RHO | Ras homologous. |
RUNX2 | Runt-related transcription factor 2. |
sgRNA | single-guide RNA. |
siRNA | Small interfering RNA. |
SMAD | small Mothers against decapentaplegic. |
Src | sarcoma, a tyrosine kinase protein encoded by the SRC gene. |
TGF-β1 | Transforming growth factor beta 1. |
VEGF | vascular endothelial growth factor. |
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His studies in robotics lead him not only to a PhD degree but also inspired him to co-found and build the International Journal of Advanced Robotic Systems - world's first Open Access journal in the field of robotics.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"441",title:"Ph.D.",name:"Jaekyu",middleName:null,surname:"Park",slug:"jaekyu-park",fullName:"Jaekyu Park",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/441/images/1881_n.jpg",biography:null,institutionString:null,institution:{name:"LG Corporation (South Korea)",country:{name:"Korea, South"}}},{id:"465",title:"Dr",name:"Christian",middleName:null,surname:"Martens",slug:"christian-martens",fullName:"Christian Martens",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"479",title:"Dr.",name:"Valentina",middleName:null,surname:"Colla",slug:"valentina-colla",fullName:"Valentina Colla",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/479/images/358_n.jpg",biography:null,institutionString:null,institution:{name:"Sant'Anna School of Advanced Studies",country:{name:"Italy"}}},{id:"494",title:"PhD",name:"Loris",middleName:null,surname:"Nanni",slug:"loris-nanni",fullName:"Loris Nanni",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/494/images/system/494.jpg",biography:"Loris Nanni received his Master Degree cum laude on June-2002 from the University of Bologna, and the April 26th 2006 he received his Ph.D. in Computer Engineering at DEIS, University of Bologna. 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. His research interests include pattern recognition, bioinformatics, and biometric systems (fingerprint classification and recognition, signature verification, face recognition).",institutionString:null,institution:null},{id:"496",title:"Dr.",name:"Carlos",middleName:null,surname:"Leon",slug:"carlos-leon",fullName:"Carlos Leon",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Seville",country:{name:"Spain"}}},{id:"512",title:"Dr.",name:"Dayang",middleName:null,surname:"Jawawi",slug:"dayang-jawawi",fullName:"Dayang Jawawi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Technology Malaysia",country:{name:"Malaysia"}}},{id:"528",title:"Dr.",name:"Kresimir",middleName:null,surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/528/images/system/528.jpg",biography:"K. 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. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. And he has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. His current research interests are in the fields of intelligent control and robotics.",institutionString:null,institution:{name:"Technical University of Sofia",country:{name:"Bulgaria"}}},{id:"585",title:"Prof.",name:"Munir",middleName:null,surname:"Merdan",slug:"munir-merdan",fullName:"Munir Merdan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/585/images/system/585.jpg",biography:"Munir Merdan received the M.Sc. degree in mechanical engineering from the Technical University of Sarajevo, Bosnia and Herzegovina, in 2001, and the Ph.D. degree in electrical engineering from the Vienna University of Technology, Vienna, Austria, in 2009.Since 2005, he has been at the Automation and Control Institute, Vienna University of Technology, where he is currently a Senior Researcher. 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Generally, the phytochemical constituents of plants fall into two categories based on their role in basic metabolic processes, namely primary and secondary metabolites. Primary plant metabolites are involved in basic life functions; therefore, they are more or less similar in all living cells. On the other hand, secondary plant metabolites are products of subsidiary pathways as the shikimic acid pathway. In the course of studying, the medicinal effect of herbals is oriented towards the secondary plant metabolites. Secondary plant metabolites played an important role in alleviating several aliments in the traditional medicine and folk uses. In modern medicine, they provided lead compounds for the production of medications for treating various diseases from migraine up to cancer. Secondary plant metabolites are classified according to their chemical structures into various classes. 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The traditional healer provides health care services based on culture, religious background, knowledge, attitudes, and beliefs that are prevalent in his community. Illness is regarded as having both natural and supernatural causes and thus must be treated by both physical and spiritual means, using divination, incantations, animal sacrifice, exorcism, and herbs. Herbal medicine is the cornerstone of traditional medicine but may include minerals and animal parts. The adjustment is ok, but may be replaced with –‘ Herbal medicine was once termed primitive by western medicine but through scientific investigations there is a better understanding of its therapeutic activities such that many pharmaceuticals have been modeled on phytochemicals derived from it. Major obstacles to the use of African medicinal plants are their poor quality control and safety. Traditional medical practices are still shrouded with much secrecy, with few reports or documentations of adverse reactions. However, the future of African traditional medicine is bright if viewed in the context of service provision, increase of health care coverage, economic potential, and poverty reduction. Formal recognition and integration of traditional medicine into conventional medicine will hold much promise for the future.",book:{id:"6302",slug:"herbal-medicine",title:"Herbal Medicine",fullTitle:"Herbal Medicine"},signatures:"Ezekwesili-Ofili Josephine Ozioma and Okaka Antoinette Nwamaka\nChinwe",authors:[{id:"191264",title:"Prof.",name:"Josephine",middleName:"Ozioma",surname:"Ezekwesili-Ofili",slug:"josephine-ezekwesili-ofili",fullName:"Josephine Ezekwesili-Ofili"},{id:"211585",title:"Prof.",name:"Antoinette",middleName:null,surname:"Okaka",slug:"antoinette-okaka",fullName:"Antoinette Okaka"}]},{id:"54028",doi:"10.5772/67291",title:"Chemical Composition and Biological Activities of Mentha Species",slug:"chemical-composition-and-biological-activities-of-mentha-species",totalDownloads:7474,totalCrossrefCites:13,totalDimensionsCites:46,abstract:"The genus Mentha L. (Lamiaceae) is distributed all over the world and can be found in many environments. Mentha species, one of the world’s oldest and most popular herbs, are widely used in cooking, in cosmetics, and as alternative or complementary therapy, mainly for the treatment of gastrointestinal disorders like flatulence, indigestion, nausea, vomiting, anorexia, and ulcerative colitis. Furthermore, it is well documented that the essential oil and extracts of Mentha species possess antimicrobial, fungicidal, antiviral, insecticidal, and antioxidant properties. The economic importance of mints is also evident; mint oil and its constituents and derivatives are used as flavoring agents throughout the world in food, pharmaceutical, herbal, perfumery, and flavoring industry. To provide a scientific basis for their traditional uses, several studies have been conducted to determine the chemical composition of mints and assess their biological activities. This chapter describes the therapeutic effects and uses of Mentha species and their constituents, particularly essential oils and phenolic compounds; some additional biological activities will also be considered.",book:{id:"5612",slug:"aromatic-and-medicinal-plants-back-to-nature",title:"Aromatic and Medicinal Plants",fullTitle:"Aromatic and Medicinal Plants - Back to Nature"},signatures:"Fatiha Brahmi, Madani Khodir, Chibane Mohamed and Duez Pierre",authors:[{id:"193281",title:"Dr.",name:"Fatiha",middleName:null,surname:"Brahmi",slug:"fatiha-brahmi",fullName:"Fatiha Brahmi"},{id:"199693",title:"Prof.",name:"Khodir",middleName:null,surname:"Madani",slug:"khodir-madani",fullName:"Khodir Madani"},{id:"199694",title:"Prof.",name:"Pierre",middleName:null,surname:"Duez",slug:"pierre-duez",fullName:"Pierre Duez"},{id:"203738",title:"Prof.",name:"Mohamed",middleName:null,surname:"Chibane",slug:"mohamed-chibane",fullName:"Mohamed Chibane"}]},{id:"58270",doi:"10.5772/intechopen.72437",title:"Toxicity and Safety Implications of Herbal Medicines Used in Africa",slug:"toxicity-and-safety-implications-of-herbal-medicines-used-in-africa",totalDownloads:3376,totalCrossrefCites:16,totalDimensionsCites:39,abstract:"The use of herbal medicines has seen a great upsurge globally. In developing countries, many patronize them largely due to cultural acceptability, availability and cost. In developed countries, they are used because they are natural and therefore assumed to be safer than allopathic medicines. In recent times, however, there has been a growing concern about their safety. This has created a situation of ambivalence in discussions regarding their use. Some medicinal plants are intrinsically toxic by virtue of their constituents and can cause adverse reactions if inappropriately used. Other factors such as herb-drug interactions, lack of adherence to good manufacturing practice (GMP), poor regulatory measures and adulteration may also lead to adverse events in their use. Many in vivo tests on aqueous extracts largely support the safety of herbal medicines, whereas most in vitro tests on isolated single cells mostly with extracts other than aqueous ones show contrary results and thus continue the debate on herbal medicine safety. It is expected that toxicity studies concerning herbal medicine should reflect their traditional use to allow for rational discussions regarding their safety for their beneficial use. While various attempts continue to establish the safety of various herbal medicines in man, their cautious and responsible use is required.",book:{id:"6302",slug:"herbal-medicine",title:"Herbal Medicine",fullTitle:"Herbal Medicine"},signatures:"Merlin L.K. Mensah, Gustav Komlaga, Arnold D. Forkuo, Caleb\nFirempong, Alexander K. Anning and Rita A. Dickson",authors:[{id:"190435",title:"Dr.",name:"Caleb",middleName:null,surname:"Firempong",slug:"caleb-firempong",fullName:"Caleb Firempong"},{id:"212111",title:"Dr.",name:"Gustav",middleName:null,surname:"Komlaga",slug:"gustav-komlaga",fullName:"Gustav Komlaga"},{id:"217045",title:"Dr.",name:"Arnold Forkuo",middleName:null,surname:"Donkor",slug:"arnold-forkuo-donkor",fullName:"Arnold Forkuo Donkor"},{id:"217049",title:"Prof.",name:"Merlin Lincoln Kwao",middleName:null,surname:"Mensah",slug:"merlin-lincoln-kwao-mensah",fullName:"Merlin Lincoln Kwao Mensah"},{id:"217488",title:"Dr.",name:"Alexander K.",middleName:null,surname:"Anning",slug:"alexander-k.-anning",fullName:"Alexander K. Anning"},{id:"223959",title:"Prof.",name:"Akosua Rita",middleName:null,surname:"Dickson",slug:"akosua-rita-dickson",fullName:"Akosua Rita Dickson"}]},{id:"26489",doi:"10.5772/28224",title:"Alternative and Traditional Medicines Systems in Pakistan: History, Regulation, Trends, Usefulness, Challenges, Prospects and Limitations",slug:"alternative-and-traditional-medicines-systems-in-pakistan-history-regulation-trends-usefulness-chall",totalDownloads:9199,totalCrossrefCites:9,totalDimensionsCites:21,abstract:null,book:{id:"542",slug:"a-compendium-of-essays-on-alternative-therapy",title:"A Compendium of Essays on Alternative Therapy",fullTitle:"A Compendium of Essays on Alternative Therapy"},signatures:"Shahzad Hussain, Farnaz Malik, Nadeem Khalid, Muhammad Abdul Qayyum and Humayun Riaz",authors:[{id:"73162",title:"Dr.",name:"Shahzad",middleName:null,surname:"Hussain",slug:"shahzad-hussain",fullName:"Shahzad Hussain"},{id:"82266",title:"Dr.",name:"Farnaz",middleName:null,surname:"Malik",slug:"farnaz-malik",fullName:"Farnaz Malik"},{id:"124185",title:"Dr.",name:"Humayun",middleName:null,surname:"Riaz",slug:"humayun-riaz",fullName:"Humayun Riaz"},{id:"124186",title:"Mr.",name:"Muhammad Abdul",middleName:null,surname:"Qayyum",slug:"muhammad-abdul-qayyum",fullName:"Muhammad Abdul Qayyum"},{id:"125340",title:"Mr.",name:"Nadeem",middleName:null,surname:"Khalid",slug:"nadeem-khalid",fullName:"Nadeem Khalid"}]}],mostDownloadedChaptersLast30Days:[{id:"64851",title:"Herbal Medicines in African Traditional Medicine",slug:"herbal-medicines-in-african-traditional-medicine",totalDownloads:14207,totalCrossrefCites:30,totalDimensionsCites:52,abstract:"African traditional medicine is a form of holistic health care system organized into three levels of specialty, namely divination, spiritualism, and herbalism. The traditional healer provides health care services based on culture, religious background, knowledge, attitudes, and beliefs that are prevalent in his community. Illness is regarded as having both natural and supernatural causes and thus must be treated by both physical and spiritual means, using divination, incantations, animal sacrifice, exorcism, and herbs. Herbal medicine is the cornerstone of traditional medicine but may include minerals and animal parts. The adjustment is ok, but may be replaced with –‘ Herbal medicine was once termed primitive by western medicine but through scientific investigations there is a better understanding of its therapeutic activities such that many pharmaceuticals have been modeled on phytochemicals derived from it. Major obstacles to the use of African medicinal plants are their poor quality control and safety. Traditional medical practices are still shrouded with much secrecy, with few reports or documentations of adverse reactions. However, the future of African traditional medicine is bright if viewed in the context of service provision, increase of health care coverage, economic potential, and poverty reduction. Formal recognition and integration of traditional medicine into conventional medicine will hold much promise for the future.",book:{id:"6302",slug:"herbal-medicine",title:"Herbal Medicine",fullTitle:"Herbal Medicine"},signatures:"Ezekwesili-Ofili Josephine Ozioma and Okaka Antoinette Nwamaka\nChinwe",authors:[{id:"191264",title:"Prof.",name:"Josephine",middleName:"Ozioma",surname:"Ezekwesili-Ofili",slug:"josephine-ezekwesili-ofili",fullName:"Josephine Ezekwesili-Ofili"},{id:"211585",title:"Prof.",name:"Antoinette",middleName:null,surname:"Okaka",slug:"antoinette-okaka",fullName:"Antoinette Okaka"}]},{id:"61866",title:"Plants Secondary Metabolites: The Key Drivers of the Pharmacological Actions of Medicinal Plants",slug:"plants-secondary-metabolites-the-key-drivers-of-the-pharmacological-actions-of-medicinal-plants",totalDownloads:8875,totalCrossrefCites:56,totalDimensionsCites:140,abstract:"The vast and versatile pharmacological effects of medicinal plants are basically dependent on their phytochemical constituents. Generally, the phytochemical constituents of plants fall into two categories based on their role in basic metabolic processes, namely primary and secondary metabolites. Primary plant metabolites are involved in basic life functions; therefore, they are more or less similar in all living cells. On the other hand, secondary plant metabolites are products of subsidiary pathways as the shikimic acid pathway. In the course of studying, the medicinal effect of herbals is oriented towards the secondary plant metabolites. Secondary plant metabolites played an important role in alleviating several aliments in the traditional medicine and folk uses. In modern medicine, they provided lead compounds for the production of medications for treating various diseases from migraine up to cancer. Secondary plant metabolites are classified according to their chemical structures into various classes. In this chapter, we will be presenting various classes of secondary plant metabolites, their distribution in different plant families and their important medicinal uses.",book:{id:"6302",slug:"herbal-medicine",title:"Herbal Medicine",fullTitle:"Herbal Medicine"},signatures:"Rehab A. Hussein and Amira A. El-Anssary",authors:[{id:"212117",title:"Dr.",name:"Rehab",middleName:null,surname:"Hussein",slug:"rehab-hussein",fullName:"Rehab Hussein"},{id:"221140",title:"Dr.",name:"Amira",middleName:null,surname:"El-Anssary",slug:"amira-el-anssary",fullName:"Amira El-Anssary"}]},{id:"77433",title:"Extraction of Bioactive Compounds from Medicinal Plants and Herbs",slug:"extraction-of-bioactive-compounds-from-medicinal-plants-and-herbs",totalDownloads:1266,totalCrossrefCites:2,totalDimensionsCites:5,abstract:"Human beings have relied on herbs and medicinal plants as sources of food and remedy from time immemorial. Bioactive compounds from plants are currently the subject of much research interest, but their extraction as part of phytochemical and/or biological investigations present specific challenges. Herbalists or scientists have developed many protocols of extraction of bioactive ingredients to ensure the effectiveness and the efficacy of crude drugs that were used to get relief from sickness. With the advent of new leads from plants such as morphine, quinine, taxol, artemisinin, and alkaloids from Voacanga species, a lot of attention is paid to the mode of extraction of active phytochemicals to limit the cost linked to the synthesis and isolation. Thus, the extraction of active compounds from plants needs appropriate extraction methods and techniques that provide bioactive ingredients-rich extracts and fractions. The extraction procedures, therefore, play a critical role in the yield, the nature of phytochemical content, etc. This chapter aims to present, describe, and compare extraction procedures of bioactive compounds from herbs and medicinal plants.",book:{id:"10356",slug:"natural-medicinal-plants",title:"Natural Medicinal Plants",fullTitle:"Natural Medicinal Plants"},signatures:"Fongang Fotsing Yannick Stéphane, Bankeu Kezetas Jean Jules, Gaber El-Saber Batiha, Iftikhar Ali and Lenta Ndjakou Bruno",authors:[{id:"224515",title:"Dr.",name:"Fongang Fotsing",middleName:null,surname:"Yannick Stéphane",slug:"fongang-fotsing-yannick-stephane",fullName:"Fongang Fotsing Yannick Stéphane"},{id:"227816",title:"Dr.",name:"Bankeu Kezetas",middleName:null,surname:"Jean Jules",slug:"bankeu-kezetas-jean-jules",fullName:"Bankeu Kezetas Jean Jules"},{id:"227817",title:"Prof.",name:"Lenta Ndjakou",middleName:null,surname:"Bruno",slug:"lenta-ndjakou-bruno",fullName:"Lenta Ndjakou Bruno"},{id:"349790",title:"Prof.",name:"Gaber",middleName:null,surname:"El-Saber Batiha",slug:"gaber-el-saber-batiha",fullName:"Gaber El-Saber Batiha"},{id:"357350",title:"Dr.",name:"Iftikhar",middleName:null,surname:"Ali",slug:"iftikhar-ali",fullName:"Iftikhar Ali"}]},{id:"26491",title:"Homeopathy: Treatment of Cancer with the Banerji Protocols",slug:"homeopathy-treatment-of-cancer-with-the-banerji-protocols",totalDownloads:54048,totalCrossrefCites:1,totalDimensionsCites:2,abstract:null,book:{id:"542",slug:"a-compendium-of-essays-on-alternative-therapy",title:"A Compendium of Essays on Alternative Therapy",fullTitle:"A Compendium of Essays on Alternative Therapy"},signatures:"Prasanta Banerji and Pratip Banerji",authors:[{id:"79939",title:"Dr",name:"Prasanta",middleName:null,surname:"Banerji",slug:"prasanta-banerji",fullName:"Prasanta Banerji"},{id:"79943",title:"Dr.",name:"Pratip",middleName:null,surname:"Banerji",slug:"pratip-banerji",fullName:"Pratip Banerji"}]},{id:"54028",title:"Chemical Composition and Biological Activities of Mentha Species",slug:"chemical-composition-and-biological-activities-of-mentha-species",totalDownloads:7474,totalCrossrefCites:13,totalDimensionsCites:46,abstract:"The genus Mentha L. (Lamiaceae) is distributed all over the world and can be found in many environments. Mentha species, one of the world’s oldest and most popular herbs, are widely used in cooking, in cosmetics, and as alternative or complementary therapy, mainly for the treatment of gastrointestinal disorders like flatulence, indigestion, nausea, vomiting, anorexia, and ulcerative colitis. Furthermore, it is well documented that the essential oil and extracts of Mentha species possess antimicrobial, fungicidal, antiviral, insecticidal, and antioxidant properties. The economic importance of mints is also evident; mint oil and its constituents and derivatives are used as flavoring agents throughout the world in food, pharmaceutical, herbal, perfumery, and flavoring industry. To provide a scientific basis for their traditional uses, several studies have been conducted to determine the chemical composition of mints and assess their biological activities. This chapter describes the therapeutic effects and uses of Mentha species and their constituents, particularly essential oils and phenolic compounds; some additional biological activities will also be considered.",book:{id:"5612",slug:"aromatic-and-medicinal-plants-back-to-nature",title:"Aromatic and Medicinal Plants",fullTitle:"Aromatic and Medicinal Plants - Back to Nature"},signatures:"Fatiha Brahmi, Madani Khodir, Chibane Mohamed and Duez Pierre",authors:[{id:"193281",title:"Dr.",name:"Fatiha",middleName:null,surname:"Brahmi",slug:"fatiha-brahmi",fullName:"Fatiha Brahmi"},{id:"199693",title:"Prof.",name:"Khodir",middleName:null,surname:"Madani",slug:"khodir-madani",fullName:"Khodir Madani"},{id:"199694",title:"Prof.",name:"Pierre",middleName:null,surname:"Duez",slug:"pierre-duez",fullName:"Pierre Duez"},{id:"203738",title:"Prof.",name:"Mohamed",middleName:null,surname:"Chibane",slug:"mohamed-chibane",fullName:"Mohamed Chibane"}]}],onlineFirstChaptersFilter:{topicId:"991",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:318,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:106,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:15,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"June 11th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:9,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:6,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",isOpenForSubmission:!0,editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). 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. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. 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He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"26",title:"Machine Learning and Data Mining",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",isOpenForSubmission:!0,editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",biography:"Dr. Marco Antonio Aceves Fernandez obtained his B.Sc. (Eng.) in Telematics from the Universidad de Colima, Mexico. 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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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Dr. Şentürk serves as the editorial board member of several international journals.",institutionString:"Ağrı İbrahim Çeçen University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Ağrı İbrahim Çeçen University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}],selectedSeries:{id:"11",title:"Biochemistry"},selectedSubseries:{id:"18",title:"Proteomics",coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",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,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",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,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,series:{id:"11",title:"Biochemistry"}}},seriesLanding:{item:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983",scope:"Biochemistry, the study of chemical transformations occurring within living organisms, impacts all areas of life sciences, from molecular crystallography and genetics to ecology, medicine, and population biology. Biochemistry examines macromolecules - proteins, nucleic acids, carbohydrates, and lipids – and their building blocks, structures, functions, and interactions. Much of biochemistry is devoted to enzymes, proteins that catalyze chemical reactions, enzyme structures, mechanisms of action and their roles within cells. Biochemistry also studies small signaling molecules, coenzymes, inhibitors, vitamins, and hormones, which play roles in life processes. Biochemical experimentation, besides coopting classical chemistry methods, e.g., chromatography, adopted new techniques, e.g., X-ray diffraction, electron microscopy, NMR, radioisotopes, and developed sophisticated microbial genetic tools, e.g., auxotroph mutants and their revertants, fermentation, etc. More recently, biochemistry embraced the ‘big data’ omics systems. Initial biochemical studies have been exclusively analytic: dissecting, purifying, and examining individual components of a biological system; in the apt words of Efraim Racker (1913 –1991), “Don’t waste clean thinking on dirty enzymes.” Today, however, biochemistry is becoming more agglomerative and comprehensive, setting out to integrate and describe entirely particular biological systems. The ‘big data’ metabolomics can define the complement of small molecules, e.g., in a soil or biofilm sample; proteomics can distinguish all the comprising proteins, e.g., serum; metagenomics can identify all the genes in a complex environment, e.g., the bovine rumen. This Biochemistry Series will address the current research on biomolecules and the emerging trends with great promise.",coverUrl:"https://cdn.intechopen.com/series/covers/11.jpg",latestPublicationDate:"June 29th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:4,numberOfPublishedChapters:318,numberOfPublishedBooks:32,editor:{id:"31610",title:"Dr.",name:"Miroslav",middleName:null,surname:"Blumenberg",fullName:"Miroslav Blumenberg",profilePictureURL:"https://mts.intechopen.com/storage/users/31610/images/system/31610.jpg",biography:"Miroslav Blumenberg, Ph.D., was born in Subotica and received his BSc in Belgrade, Yugoslavia. He completed his Ph.D. at MIT in Organic Chemistry; he followed up his Ph.D. with two postdoctoral study periods at Stanford University. Since 1983, he has been a faculty member of the RO Perelman Department of Dermatology, NYU School of Medicine, where he is codirector of a training grant in cutaneous biology. Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. He has published more than 100 peer-reviewed research articles and graduated numerous Ph.D. and postdoctoral students.",institutionString:null,institution:{name:"New York University Langone Medical Center",institutionURL:null,country:{name:"United States of America"}}},subseries:[{id:"14",title:"Cell and Molecular Biology",keywords:"Omics (Transcriptomics; Proteomics; Metabolomics), Molecular Biology, Cell Biology, Signal Transduction and Regulation, Cell Growth and Differentiation, Apoptosis, Necroptosis, Ferroptosis, Autophagy, Cell Cycle, Macromolecules and Complexes, Gene Expression",scope:"The Cell and Molecular Biology topic within the IntechOpen Biochemistry Series aims to rapidly publish contributions on all aspects of cell and molecular biology, including aspects related to biochemical and genetic research (not only in humans but all living beings). We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. Topics include, but are not limited to: Advanced techniques of cellular and molecular biology (Molecular methodologies, imaging techniques, and bioinformatics); Biological activities at the molecular level; Biological processes of cell functions, cell division, senescence, maintenance, and cell death; Biomolecules interactions; Cancer; Cell biology; Chemical biology; Computational biology; Cytochemistry; Developmental biology; Disease mechanisms and therapeutics; DNA, and RNA metabolism; Gene functions, genetics, and genomics; Genetics; Immunology; Medical microbiology; Molecular biology; Molecular genetics; Molecular processes of cell and organelle dynamics; Neuroscience; Protein biosynthesis, degradation, and functions; Regulation of molecular interactions in a cell; Signalling networks and system biology; Structural biology; Virology and microbiology.",annualVolume:11410,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/14.jpg",editor:{id:"165627",title:"Dr.",name:"Rosa María",middleName:null,surname:"Martínez-Espinosa",fullName:"Rosa María Martínez-Espinosa",profilePictureURL:"https://mts.intechopen.com/storage/users/165627/images/system/165627.jpeg",institutionString:null,institution:{name:"University of Alicante",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"79367",title:"Dr.",name:"Ana Isabel",middleName:null,surname:"Flores",fullName:"Ana Isabel Flores",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRpIOQA0/Profile_Picture_1632418099564",institutionString:null,institution:{name:"Hospital Universitario 12 De Octubre",institutionURL:null,country:{name:"Spain"}}},{id:"328234",title:"Ph.D.",name:"Christian",middleName:null,surname:"Palavecino",fullName:"Christian Palavecino",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000030DhEhQAK/Profile_Picture_1628835318625",institutionString:null,institution:{name:"Central University of Chile",institutionURL:null,country:{name:"Chile"}}},{id:"186585",title:"Dr.",name:"Francisco Javier",middleName:null,surname:"Martin-Romero",fullName:"Francisco Javier Martin-Romero",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSB3HQAW/Profile_Picture_1631258137641",institutionString:null,institution:{name:"University of Extremadura",institutionURL:null,country:{name:"Spain"}}}]},{id:"15",title:"Chemical Biology",keywords:"Phenolic Compounds, Essential Oils, Modification of Biomolecules, Glycobiology, Combinatorial Chemistry, Therapeutic peptides, Enzyme Inhibitors",scope:"Chemical biology spans the fields of chemistry and biology involving the application of biological and chemical molecules and techniques. In recent years, the application of chemistry to biological molecules has gained significant interest in medicinal and pharmacological studies. This topic will be devoted to understanding the interplay between biomolecules and chemical compounds, their structure and function, and their potential applications in related fields. Being a part of the biochemistry discipline, the ideas and concepts that have emerged from Chemical Biology have affected other related areas. This topic will closely deal with all emerging trends in this discipline.",annualVolume:11411,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/15.jpg",editor:{id:"441442",title:"Dr.",name:"Şükrü",middleName:null,surname:"Beydemir",fullName:"Şükrü Beydemir",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003GsUoIQAV/Profile_Picture_1634557147521",institutionString:null,institution:{name:"Anadolu University",institutionURL:null,country:{name:"Turkey"}}},editorTwo:{id:"13652",title:"Prof.",name:"Deniz",middleName:null,surname:"Ekinci",fullName:"Deniz Ekinci",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYLT1QAO/Profile_Picture_1634557223079",institutionString:null,institution:{name:"Ondokuz Mayıs University",institutionURL:null,country:{name:"Turkey"}}},editorThree:null,editorialBoard:[{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",fullName:"Abdulsamed Kükürt",profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",institutionString:null,institution:{name:"Kafkas University",institutionURL:null,country:{name:"Turkey"}}},{id:"241413",title:"Dr.",name:"Azhar",middleName:null,surname:"Rasul",fullName:"Azhar Rasul",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRT1oQAG/Profile_Picture_1635251978933",institutionString:null,institution:{name:"Government College University, Faisalabad",institutionURL:null,country:{name:"Pakistan"}}},{id:"178316",title:"Ph.D.",name:"Sergey",middleName:null,surname:"Sedykh",fullName:"Sergey Sedykh",profilePictureURL:"https://mts.intechopen.com/storage/users/178316/images/system/178316.jfif",institutionString:null,institution:{name:"Novosibirsk State University",institutionURL:null,country:{name:"Russia"}}}]},{id:"17",title:"Metabolism",keywords:"Biomolecules Metabolism, Energy Metabolism, Metabolic Pathways, Key Metabolic Enzymes, Metabolic Adaptation",scope:"Metabolism is frequently defined in biochemistry textbooks as the overall process that allows living systems to acquire and use the free energy they need for their vital functions or the chemical processes that occur within a living organism to maintain life. Behind these definitions are hidden all the aspects of normal and pathological functioning of all processes that the topic ‘Metabolism’ will cover within the Biochemistry Series. Thus all studies on metabolism will be considered for publication.",annualVolume:11413,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/17.jpg",editor:{id:"138626",title:"Dr.",name:"Yannis",middleName:null,surname:"Karamanos",fullName:"Yannis Karamanos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6Jv2QAE/Profile_Picture_1629356660984",institutionString:null,institution:{name:"Artois University",institutionURL:null,country:{name:"France"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"243049",title:"Dr.",name:"Anca",middleName:null,surname:"Pantea Stoian",fullName:"Anca Pantea Stoian",profilePictureURL:"https://mts.intechopen.com/storage/users/243049/images/system/243049.jpg",institutionString:null,institution:{name:"Carol Davila University of Medicine and Pharmacy",institutionURL:null,country:{name:"Romania"}}},{id:"203824",title:"Dr.",name:"Attilio",middleName:null,surname:"Rigotti",fullName:"Attilio Rigotti",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institutionString:null,institution:{name:"Pontifical Catholic University of Chile",institutionURL:null,country:{name:"Chile"}}},{id:"300470",title:"Dr.",name:"Yanfei (Jacob)",middleName:null,surname:"Qi",fullName:"Yanfei (Jacob) Qi",profilePictureURL:"https://mts.intechopen.com/storage/users/300470/images/system/300470.jpg",institutionString:null,institution:{name:"Centenary Institute of Cancer Medicine and Cell Biology",institutionURL:null,country:{name:"Australia"}}}]},{id:"18",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.",annualVolume:11414,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,editorialBoard:[{id:"72288",title:"Dr.",name:"Arli Aditya",middleName:null,surname:"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 Sciences",institutionURL:null,country:{name:"Indonesia"}}},{id:"40928",title:"Dr.",name:"Cesar",middleName:null,surname:"Lopez-Camarillo",fullName:"Cesar Lopez-Camarillo",profilePictureURL:"https://mts.intechopen.com/storage/users/40928/images/3884_n.png",institutionString:null,institution:{name:"Universidad Autónoma de la Ciudad de México",institutionURL:null,country:{name:"Mexico"}}},{id:"81926",title:"Dr.",name:"Shymaa",middleName:null,surname:"Enany",fullName:"Shymaa Enany",profilePictureURL:"https://mts.intechopen.com/storage/users/81926/images/system/81926.png",institutionString:"Suez Canal University",institution:{name:"Suez Canal University",institutionURL:null,country:{name:"Egypt"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"chapter.detail",path:"/chapters/28540",hash:"",query:{},params:{id:"28540"},fullPath:"/chapters/28540",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()