SEDDS-mediated enhancement in the oral bioavailability of various proteins. Reprinted with permission from Ref. [33] © Elsevier (2018).
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These books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\\n\\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\\n\\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
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IntechOpen and Knowledge Unlatched formed a partnership to support researchers working in engineering sciences by enabling an easier approach to publishing Open Access content. Using the Knowledge Unlatched crowdfunding model to raise the publishing costs through libraries around the world, Open Access Publishing Fee (OAPF) was not required from the authors.
\n\nInitially, the partnership supported engineering research, but it soon grew to include physical and life sciences, attracting more researchers to the advantages of Open Access publishing.
\n\n\n\nThese books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\n\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\n\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
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Lipid-based drug delivery systems (LBDDs) have been intensively investigated to overcome various obstacles encountered in oral drug delivery including poor aqueous solubility, limited permeability, low therapeutic window, first pass metabolism as well as inter- and intraindividual variability in drug response [1]. Lipid-based nanoparticles can achieve high loading capacity of hydrophilic and hydrophobic drugs [2]. The delivery features of these drug delivery systems could be tailored to achieve either immediate or sustained release properties depending on the appropriate selection of lipid composition. Most of lipids employed in the formulation are generally recognized as safe (GRAS), biocompatible and biodegradable [3]. LBDDs can enhance both transcellular and paracellular transport of drugs by transient disruption of lipid bilayer cells and alteration of tight junction by products of lipid digestion, respectively. Interestingly, they could permeate challenging physiological barriers such as blood brain barrier without surface modification due to their lipophilic nature [4]. Further, they are promising carriers for protection of therapeutic peptides against harsh GI environment [3]. Ease of preparation, cost effectiveness and possibility of large-scale production make LBDDs more attractive compared to polymeric nanoparticulate delivery systems [5].
Lipid carriers can be classified into various categories depending mainly on their method of preparation as well as their physicochemical properties. They include liposomes, niosomes, solid lipid nanoparticles (SLNs), nanostructured lipid carriers (NLCs), micro and nanoemulsions, self-emulsifying drug delivery systems (SEDDS), and lipid-drug conjugates [2, 4].
Liposomes are uni- or multilamellar spherical vesicles which are composed of cholesterol and other natural or synthetic phospholipids enfolding an aqueous compartment [6]. They were first introduced by Bangham et al. in 1965 [7]. Thus, liposomes have been considered as biocompatible and biodegradable carriers that possess efficient delivering capability of hydrophilic and hydrophobic drugs. Advantages of liposome-based drug delivery systems include reduction of systemic and of target toxicities as well as targeting potential to achieve the desired outcome [8]. Thus, many liposome formulations have been approved for commercial use such Ambisome® (amphotericin B), Depocyt® (cytarabine), DepoDur® (morphine sulfate) and many others. However, their poor stability and rapid elimination by reticuloendothelial system limit the widespread applicability of liposomal formulations [4].
Niosomes are first described by Handjani-Vila et al. in 1979 [9]. They are nonionic surfactant-based vesicles in which the hydrophilic surfactant heads are oriented toward the exterior and the interior of the bilayer while, the hydrophobic tails are enclosed inside the bilayer. Therefore, like liposomes, niosomes have the ability to encapsulate hydrophilic or lipophilic molecules [10]. Niosomes also have cholesterol in their structure which enhances the rigidity of bilayer and reduces premature drug release [11]. Niosomes are superior carriers to liposomes in terms of production cost, chemical and physical stability, and loading capacity [12].
SLNs and NLCs are the most widely described solid-core lipid-based nanocarriers in the scientific literature [3]. SLNs were first described in 1991 to replace the liquid oil of O/W emulsions by a single solid lipid or mixture of solid lipids [2]. SLNs are composed of either solid lipid or mixture of lipids, that do not melt at room or physiological temperature, in an aqueous dispersion stabilized with the help of nonionic surfactants [3].SLNs offer the advantage of avoiding the use of organic solvents during preparation, effective delivery of both hydrophilic and lipophilic drugs, feasibility of surface functionalization with specific moieties to enhance their targeting potential, possibility of extended or controlled drug release, long shelf-life, biocompatibility, lower acute or chronic toxicity and effective large-scale production [2, 13, 14]. On the other hand, efficient drug delivery by SLNs is challenged by low drug loading capacity due to lipid crystalline nature, expulsion of loaded drug due to perfect crystalline lattice formation of the lipid and erratic gelation tendency that results in particle aggregation during storage [4, 14].
NLCs were developed to overcome the problem of drug expulsion during phase transition or crystallization of lipids comprising SLNs [15]. They also exist as a solid lipid matrix at temperature up to about 40°C. However, they are composed of solid lipid mixed with an oil which in turn reduces the lipid crystallization capacity and enhances the drug loading efficiency [16].
Nanoemulsions are kinetically stable heterogeneous systems composed of ultrafine oil droplets dispersed in aqueous media and stabilized by the aid of surfactants and cosurfactants. Nanoemulsions have gained increasing attention as promising drug delivery systems due to their multiple advantages including high surface area for drug absorption, biocompatibility, increasing drug solubility and improving mucosal permeability. Further, many FDA approved nanoemulsion-based products of water insoluble drugs are now available for clinical use including Restasis®, Estrasorb® and Flexogan®. Microemulsions also offer favorable characteristics such as thermodynamic stability, ease of production being formed spontaneously without the need for high energy input and high penetration due to the large surface area of internal phase [17].
Lipid-drug conjugates (LDCs) are lipid nanoparticle formulations which are characterized by the conjugation ability of the lipid matrix with the hydrophilic drug moieties, and thus provide novel pro-drugs to achieve many therapeutic outcomes in oral drug delivery [18]. Like other lipid-based nanocarrier systems, LDCs possess several advantages including biocompatibility, being solid at body and room temperature, high capacity for loading hydrophilic drugs, high permeation through GI tract, enhanced drug absorption through lymphatic uptake, improving stability and bioavailability loaded drugs, and feasibility of large scale production [19].
Self-emulsifying drug delivery systems (SEDDS) are lipid-based formulations that encompass isotropic mixtures of natural or synthetic oils, solid or liquid surfactants and co-surfactants [20]. When they are exposed to aqueous media (e.g., gastrointestinal fluids), they undergo self-emulsification to form O/W nanoemulsions or microemulsions with a mean droplet size between 20 and 200 nm [21]. Consequently, SEDDS are usually referred to as self-nanoemulsifying drug delivery systems (SNEDDS) or self-microemulsifying drug delivery systems (SMEDDS) depending on the nature of the resulting dispersions formed following their dilution [20].
SEDDS have been reported to enhance the oral bioavailability of poorly water-soluble drugs particularly those belonging to class II of the Biopharmaceutics Classification System by multiple underlying mechanisms [22]. Among these mechanisms, the enhanced drug solubilization was the most widely investigated. Lipidic components of SEDDS stimulate lipoprotein/chylomicron production thus promoting drug absorption [23]. The ultrafine droplet size range of the resulting emulsion provides a large surface area of interaction with gastrointestinal (GI) membranes [24]. Importantly, the bioactive effects of various ingredients employed in SEDDS formulation have significantly contributed to the enhanced oral bioavailability of the loaded drugs. These bioactive effects include tight junction opening and increasing membrane fluidity by the high surfactant content employed in SEDDS formulation [25]. Furthermore, stimulation of the intestinal lymphatic pathway as well as inhibition of intestinal drug efflux pumps such as P-glycoprotein (P-gp) and intestinal cytochrome P450 3A4 (CYP3A4) are considered promising strategies for enhancing the oral delivery of P-gp substrates and bypassing intestinal and hepatic first pass metabolism [26].
P-gp is an energy-dependent membrane bound protein and the most abundantly distributed ATP-binding cassette transmembrane transporter throughout the body [27]. P-gp prevents the accumulation of endogenous substances and xenobiotics in cells by transporting them back to the extracellular space [28]. Unfortunately, intestinal P-gp transporters hamper the intestinal uptake of substrate drugs thus, reducing their oral bioavailability. Additionally, overexpression of P-gp transporters is involved in the development of multidrug resistance (MDR) in numerous human tumor types [29]. Hence, many strategies have been developed to inhibit P-gp activity for enhancing the oral bioavailability of P-gp substrate drugs and reversing MDR in tumor cells. Among these strategies, nanocarriers have been widely investigated [26]. Nanocarriers have the advantage of protecting P-gp substrates against premature release and interaction with the biological environment [30]. They control drug tissue distribution and favorably accumulate in tumor tissue [31, 32]. Among various nanocarriers, SEDDS have been widely explored to enhance the oral bioavailability of P-gp substrate drugs and reverse MDR in tumor cells.
Interestingly, the unique combination of SEDDS properties allows the enhancement of oral bioavailability of both hydrophobic and hydrophilic drugs [33]. The oral delivery of protein therapeutics and genetic materials represents a real challenge due to their hydrophilic nature and their large molecular weight. In this chapter, we discuss the recent progress in the application of SEDDS for enhancing the oral bioavailability of P-gp substrates, reversing MDR in tumor cells and oral delivery of protein therapeutics and genetic materials. The aim of the current discussion is to call attention to the unique combination of SEDDS properties that makes them multifunctional delivery systems acting
Over the past 2 decades, SEDDS have been widely investigated to overcome P-gp-mediated efflux of substrate drugs to enhance their oral bioavailability. The potential of SEDDS to inhibit P-gp activity relies mainly on the excipients with established P-gp inhibition activity that are employed in the formulation [26]. Nonionic surfactants are the most widely employed excipients and are considered the mainstays of P-gp inhibition by SEDDS [29]. Cremophor EL, Cremophor RH40, vitamin E TPGS 1000, Labrasol, Transcutol P and Tween 80 are the most frequently employed. P-gp inhibition activity of a given surfactant depends on its HLB value and the structure of its hydrophobic domain [34]. There is no obvious correlation between surfactants’ HLB values and P-gp inhibition activity. Structurally, the hydrophobic moieties of the surfactant should be linked to polyoxyethylene hydrophilic side chains to inhibit P-gp activity [34].
The binding affinity of nonionic surfactants to the hydrophobic portion of P-gp molecule is different from that of ionic surfactants [35]. Nonionic surfactants can change the secondary or tertiary structure of P-gp molecule resulting in the loss of its function [36]. Additionally, non-ionic surfactants were reported to modulate P-gp activity by inhibiting P-gp ATPase activity and either membrane fluidization or rigidization [37, 38]. At concentrations below the critical micelle concentration, nonionic surfactants are most effective in reducing P-gp activity; however, surfactant micelles showed some P-gp modulation activity [26].
SEDDS have superior formulation efficiency and
On the other hand, the efflux of chemotherapeutic agents by P-gp transporters, which are overexpressed in tumor cells, represents a major obstacle in cancer chemotherapy [42]. SEDDS are extensively investigated to overcome MDR in tumor cells which is partly attributed to the overexpression of P-gp efflux transporters. SEDDS allow the combinational delivery of multiple chemotherapeutic agents acting
Protein therapeutics have a significant role in almost every field of medicine. However, the extensive application of protein therapeutics is challenged by their route of administration, being administered by parenteral route which is associated with reduced patient compliance [44]. Consequently, there is a great interest in the development of noninvasive strategies for delivery of protein therapeutics [45]. Oral delivery systems have been extensively investigated for the administration of protein drugs [46]. Unfortunately, the oral delivery of protein and/or peptide therapeutics is challenged by several barriers including the acidic environment in the stomach, degradation by GI enzymes, mucus barrier as well as low cellular penetration [47]. Several strategies have been developed to overcome these barriers [48, 49, 50]. As shown in Table 1, SEDDS have been extensively investigated as promising carriers for oral delivery of protein and peptide therapeutics. Various surfactants and oils that are employed in SEDDS formulation have a permeation enhancing effects; thus, they increase the cellular uptake of hydrophilic macromolecules such as protein therapeutics. The ultrafine droplet size provides a large surface area for rapid intestinal permeability. The anhydrous nature of SEDDS protects proteins against aqueous hydrolysis. Other bioactive effects of SEDDS such as tight junction opening, and enhanced lymphatic uptake also contribute to the enhanced oral bioavailability of loaded protein therapeutics [49]. However, loading of protein therapeutics into SEDDS is challenged by their hydrophilic nature. Thus, the lipid solubility of protein therapeutic should be increased before their incorporation into the SEDDS preconcentrate. This could be achieved by various techniques including, hydrophobic ion pairing [51], double emulsification [48], using hydrophilic solvents or co-solvents [52] and chemical modification of the peptide molecule [53].
Protein | SEDDS composition | Bioavailability increase | Control | Animal species | Ref. |
---|---|---|---|---|---|
β-lactamase | Lauroglycol FCC (41.7%) Cremophor EL (33.3%) Transcutol HP (25%) | 1.29-fold | β-lactamase solution | Sprague–Dawley rats | [54] |
Insulin | Miglyol 840 (65%) Cremophor EL (25%) Co-solvent (DMSO and glycerol, 1:3) (10%) | 3.33-fold | Insulin solution | Sprague–Dawley rats | [55] |
Insulin | Ethyl oleate (35%) Cremophor El (32.5%) Alcohol (32.5%) | 6.5-fold | Insulin solution | Male Wistar rats | [56] |
Leuprorelin | Capmul MCM (30%) Cremophor EL (30%) Propylene glycol (10%) Captex 355 (30%) | 17.2-fold | Leuprolide acetate solution | Sprague- Dawley rats | [57] |
Pidotimod† | SoyPC (9.6%) Span 80 (21.1%) Oleic acid (36.1%) MCT (12%) 0.5% gelatin solution (3%) H2O (12%) Tween 80 (6%) | 2.56-fold | Pidotimod solution | Sprague–Dawley rats | [48] |
Enoxaparin | Captex 8000 (30%) Capmul MCM (30%) Cremophor El (30%) Propylene glycol (10%) | 2.25%▪ | Enoxaparin IV solution | Sprague- Dawley rats | [58] |
Labrafil 1944 (35%) Capmul PG 8 (25%) Cremophor EL (30%) Propylene glycol (10%) | 2.02%▪ |
SEDDS-mediated enhancement in the oral bioavailability of various proteins. Reprinted with permission from Ref. [33] © Elsevier (2018).
Absolute bioavailability.
Self -double emulsifying drug delivery system.
Abbreviations: DMSO, dimethyl sulfoxide; MCT, medium chain triglycerides.
Figure 1 summarizes various hypotheses for the enhanced oral delivery of protein and peptide therapeutics by SEDDS. Protein therapeutics incorporated within the ultrafine oil droplets are effectively protected against degradation by GI enzymes. Further, these cargoes are absorbed when the nanosized oil droplets are absorbed. Thus, the protection against enzymatic degradation is achieved
A schematic representation of some underlying mechanisms for the enhanced oral bioavailability of protein therapeutics by SEDDS (HIPC, hydrophobic ion paired complex). Reprinted with permission from Ref. [
Oral gene therapy allows the sustained production of therapeutic proteins locally at the disease site as well as for systemic absorption [63]. Unfortunately, the oral delivery of plasmid DNA (pDNA) as well as other nucleic acid products is challenged by their safe and efficient delivery as well as cellular internalization and processing [64]. SEDDS have been investigated as promising non-viral vectors for oral delivery of genetic materials. The superior cellular permeation and stability of pDNA loaded into SEDDS could be mainly attributed to its entrapment within the ultrafine nanoemulsion oil droplets.
SEDDS preconcentrates should have sufficient stability to avoid drug precipitation as well as creaming or phase separation of the resulting nano- or microemulsions. If some components of SEDDS preconcentrate undergo physical or chemical instability, the resulting emulsion may become unstable [20]. Thus, the stability of SEDDS preconcentrate should be evaluated by subjecting the nano- or microemulsion, resulting from aqueous dilution of the preconcentrate, to a centrifugation study at 5000 rpm for 30 min [65]. Then, SEDDS preconcentrates are subjected to heating–cooling cycle which includes six cycles of storage at 4 and 40°C for 48 h at each temperature followed by freeze–thaw cycle which involves three cycles of storage at −21 and 25°C for 48 h at each temperature [66].
Robustness of the resulting emulsion to dilution guarantees the absence of drug precipitation when SEDDS preconcentrates are subjected to high dilution folds
Self-emulsification efficiency is assessed by determining self-emulsification time and the efficiency of preconcentrate dispersibility when it is exposed to aqueous dilution. The SEDDS preconcentrate is added drop wise to aqueous media with different pH values and composition in a standard USP dissolution apparatus. Self-emulsification time is determined visually as the time required for the preconcentrate to form a homogenous dispersion [21]. The efficiency of preconcentrate dispersibility is also determined visually and is given in grades according to previously reported grading systems [20, 67, 68]. The selection of the appropriate grading system depends on the dilution fold to which the preconcentrate is exposed. This test ensures the ability of SEDDS preconcentrates to disperse quickly in order to form fine emulsions when they are exposed to aqueous media under mild agitation provided by the GI peristaltic movement.
Cloud point could be measured after 100-fold dilution of the preconcentrate with distilled water which is then placed in a water bath with gradual increase in temperature. Cloud point is determined as the temperature above which the emulsion clarity turns into cloudiness which is attributed to the dehydration of polyethylene oxide moiety of non-ionic surfactants [69]. Cloud point values should be sufficiently higher than 37°C (i.e., normal body temperature) to avoid phase separation in the GI tract [70].
Mean droplet size affects the
The morphology of emulsion droplets could be determined by transmission electron microscopy after appropriate dilution of SEDDS preconcentrate (about 1000-fold) using 2% solution of either phosphotungstic acid or uranyl acetate for negative staining. Droplets should possess a spherical shape without any signs of aggregation or drug precipitation as shown in Figure 2.
Transmission electron microscope photograph shows spherical nanoemulsion droplets without any signs of aggregation. Reprinted with permission from Ref. [
Drugs incorporated into lipid-based formulations are already present in a dissolved form. Thus, the assessment of the applicability of these formulations should be more properly based on the rate of drug precipitation over time. On the other hand, the drug solubilization capacity of lipid-based formulations is not a function of formulation characteristics alone. Rather, formulation dispersion and digestion result in the formation of colloidal species that account for the intestinal solubilization capacity [71]. Consequently, possible changes to solubilization capacity that could be attributed to digestion of formulation ingredients or interaction with biliary solubilizing agents should be assessed.
It was reported that ~70% of newly discovered drug molecules and ~ 40% of marketed drugs for oral administration are classified as practically insoluble in water. Therefore, various strategies have been explored to enhance the aqueous solubility and thus oral bioavailability of these drugs. SEDDS have been investigated as an efficient strategy that allows drug administration in pre-solubilized form ready for absorption. Consequently, drugs loaded into SEDDS preconcentrates avoid the dissolution step that frequently limits their absorption. However, the widespread application of liquid SEDDS is challenged by low stability during handling or storage [73] and irreversible drug and/or excipient precipitation [74]. Thus, the majority of marketed liquid SEDDS are filled into soft gelatin (e.g., SandimunneNeoral®, Norvir®, Fortovase®, and Convulex®) or hard gelatin capsules (e.g., Gengraf® and Lipirex®) to be administered as a unit dosage form [75]. However, this approach still possesses the possibility of drug precipitation upon exposure to aqueous media. Additionally, capsule technologies have some limitations such as high production cost and the risk of interaction between the active pharmaceutical ingredient and excipients with the capsule shell. Also, the possibility of drug leakage out of the capsule shell and capsule aging represent further obstacles [76]. Further, the storage temperature is an important consideration since the drug and/or excipients could undergo precipitation at lower temperatures [75]. The tendency of volatile excipients to evaporate into the capsule shell results in drug precipitation and a consequent alteration of drug release [77].
Thus, to address these limitations solid self-emulsifying drug delivery systems (s-SEDDS) were developed by converting the conventional liquid SEDDS into powders which are subsequently filled into capsules or formulated as solid dosage forms such as self-emulsifying tablets, granules, pellets, beads, microspheres, nanoparticles, suppositories and implants [74, 78]. Various solidification techniques for converting liquid SEDDS into s-SEDDS are discussed below.
Adsorption to highly porous and/or high specific area solid carriers is the most intensively explored approach to obtain s-SEDDS [75]. This technique could be effectively used to produce s-SEDDS by simple mixing of solid carriers with the liquid formulation in a blender [74]. The most frequently employed carriers for adsorption of liquid SEDDS formulations are: (i) silicon dioxide such as Aerosil® (fumed silica) and Sylysia® (micronized amorphous silica); (ii) Neusilin® (magnesium aluminometasilicate) which is available in different surface properties and particle size; (iii) Fujicalin® (porous dibasic calcium phosphate anhydrous) and (iv) calcium silicate [75].
Advantages of this solidification technique include:( i) good content uniformity of the produced powders [79]; (ii) high drug loading efficiency (up to 80%
During the formulation of s-SEDDS by adsorption technique, careful consideration should be given to the possible interactions between the solid carrier and the drug or other excipients in liquid SEDDS which could result in delayed or incomplete release of loaded drug [83]. Additionally, the particle size, specific surface area, tortuosity of pores as well as type and liquid SEDDS: carrier ratio should be considered [75].
Spray drying is also a promising technique for transforming liquid SEDDS to s-SEDDS using different carriers (i.e., hydrophobic or hydrophilic carriers) which preserve the self-emulsifying properties of the formulation. It is a simple and economical technique which involves mixing of lipids, surfactants, drug and solid carriers followed by solubilization and spray drying. The solubilized mixture is atomized into a spray of fine droplets that are introduced into a drying chamber where the volatile phase evaporates forming dry particles under controlled conditions of temperature and airflow [74]. The type of carrier can affect the rate of release and thus the oral bioavailability of loaded drug by affecting the droplet size of the nano or microemulsion formed after reconstitution [84]. Also, careful consideration should be given to the atomizer, the airflow pattern, the temperature and the design of the drying chamber which should be selected according to the powder specifications. Low yield is a disadvantage of solidification by spray drying technique which could be attributed to the removal of non-encapsulated drug with the exhausted air [85].
Extrusion/spheronization is the most explored technique for the production of uniformly sized self-emulsifying pellets [75]. Extrusion is a procedure of converting a raw material with plastic properties into a spaghetti-shaped agglomerate having uniform density. Extrusion is followed by spheronization where the extrudate is broken into spherical pellets (spheroids) of uniform size [86]. The produced pellets have good flowability and low friability. Before pellet production, the wet mass is composed of liquid SEDDS, lactose, microcrystalline cellulose (MCC) and water. A disintegrating agent could be added to enhance drug release [87]. MCC acts as adsorbent for the liquid SEDDS to ease pellet formation and avoid problems such as poor flow properties, pellet agglomeration and low hardness. Larger amount of liquid SEDDS can be loaded into the pellets when a greater quantity of MCC on the account of lower amount of lactose is employed in the formulation. The ratio of lactose: MCC and liquid SEDDS: water affects the pellets’ disintegration time and surface roughness as well as the extrusion force [88].
Co-extrusion technique is a promising strategy for microencapsulation of liquid SEDDS into polymeric matrices. This technique employs a vibrating nozzle device equipped with a concentric nozzle. The formed microcapsules are then hardened by ionotropic gelation. Ionotropic gelation is based on the gel formation ability of polysaccharides (e.g., pectin, alginate, carrageenan, and gellan) in the presence of multivalent ions (e.g., Ca+2) [89]. Alginate and pectin are the most intensively investigated natural ionic polysaccharides for formation of microcapsule shell. However, Ca-alginate microcapsules clog the nozzle during the microencapsulation process. On the other hand, pectin microcapsules lack sufficient hardness. Thus, microcapsules composed of an alginate-pectin matrix could be more acceptable than those composed solely of one polymer. Various hydrophilic filling agents (e.g., lactose) could be added to the shell formation phase in order to prevent core leakage and microcapsule collapse during the drying process. Advantages of microcapsules include predictable GI transit time and large surface area that allow faster drug dissolution. Additionally, they are composed of biocompatible, non-toxic and biodegradable natural polymers [90].
Different carriers (e.g., Aerosil® 200) were employed to prepare the self-emulsifying granules where the liquid SEDDS acts as a binder. However, granulation with SEDDS produces a broader size distribution and difficult to control aggregation compared with granulation procedure where water is employed as granulating agent [91].
In this process, powder agglomeration is attained by the addition of binding agent which melts at relatively low temperature such as Gelucire®, lecithin, partial glycerides or polysorbates [92]. While the liquid SEDDS is adsorbed to neutral carriers such as silica and magnesium aluminometasilicate [93]. Melt granulation is advantageous compared to wet granulation since it is a ‘one-step’ process in which the addition of granulating liquid and the following drying phase are absent [74].
SEDDS are combinations of SEDDS and solid dosage forms. Therefore, the characterization of s-SEDDS is the sum of the corresponding evaluation criteria of both SEDDS and solid dosage forms.
DSC is mainly employed to ensure drug incorporation into the s-SEDDS as well as the absence of drug-solid carrier interaction. It is also used to investigate the physical state (i.e., crystalline or amorphous) of the incorporated drug in the final formulation [94]. Transition from the crystalline to amorphous state is common in SEDDS formulations which lowers the drug melting point and improves its solubility and dissolution rate [95].
XRD is employed to investigate the physical state of the incorporated drug because it affects both
SEM is employed to elucidate the structural and morphological features of s-SEDDS and the raw materials as well as to confirm the physical state of loaded drug [96].
FT-IR is usually employed to investigate any potential interaction between the incorporated drug and the solid carrier or other formulation excipients [76].
The flow properties of powders are crucial aspect of large-scale production of solid dosage forms because it affects feeding consistency, reproducibility of die filling and dose uniformity. Powder flowability is affected by various physical, mechanical and environmental factors. Thus, various parameters such as angle of repose, bulk density, Carr’s index and Hausner’s ratio should be assessed to determine s-SEDDS flowability to overcome the subjective nature of individual tests. The angle of repose is a measure of internal cohesiveness of particles. Powders having angles of repose <30° are considered as free flowing powders; while, powders with angles of repose >40° are regarded to have extremely poor flowability. On the other hand, powders with angles of repose up to 35° are regarded passable; while, those between 35 and 40° indicate poor powder flow which requires the addition of a glidant [97]. Powders having Carr’s index up to 21% are considered to have acceptable flow. Hausner’s ratios <1.25 are usually corresponded to free-flowing powders with minimum interparticle frictions. On the other hand, Hausner’s ratios between 1.25 and 1.5 indicate moderate flow which could be acceptable [98].
The droplet size of reconstituted s-SEDDS should be similar to that of liquid SEDDS to ensure that the self-emulsification performance of liquid SEDDS is preserved.
SEDDS are promising nanocarriers for overcoming various obstacles encountered in the oral delivery of drugs and bioactive agents. The inhibition of P-gp activity by SEDDS relies mainly on the employment of ingredients (i.e., oils and surfactants) with established P-gp inhibition activity in their formulation. Thus, selection of excipients with established P-gp inhibition activity is the first step in the formulation of SEDDS for overcoming P-gp-mediated efflux of substrate drugs and reversing MDR in tumor cells. The effective concentration range for inhibiting P-gp activity should be considered while selecting the formulation ratios. P-gp inhibition activity of SEDDS can be further enhanced by loading other pharmaceutical excipient with established P-gp inhibition activity or traditional P-gp inhibitor. SEDDS are also considered promising systems for the oral delivery of protein therapeutics and genetic materials; however, this role is still in its infancy. Entrapment of these macromolecules within the nanosized emulsion droplets guarantees effective delivery. The bioactive effects of SEDDS ingredients could further enhance the oral bioavailability of protein therapeutics. Liquid SEDDS could be transformed into s-SEDDS to further enhance the formulation stability, allow cost effective large-scale production as well as to enhance the patient compliance.
None.
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\n\nQUALITY CONTENT
\n\nOver the years we have learned what is important. What makes a difference to the researchers that work with us, what they value. Something that is very high not only on their lists, but our own, is the quality of the published content.
\n\nOur books contain scientific content written by two Nobel Prize winners, two Breakthrough Prize winners and 73 authors who are in the top 1% Most Cited.
\n\nWith regular submission for coverage in the single most important database, the Book Citation Index in the Web of Science™ Core Collection (BKCI), and no rejected submissions to date, over 43% of all Open Access books indexed in the BKCI are IntechOpen published books.
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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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This chapter documents some of the studies on antibiotic usage in poultry farming; with specific focus on some selected bacterial species, their economic importance to poultry farming and reports of resistances of isolated species from poultry settings (farms and poultry products) to essential antibiotics.",book:{id:"6978",slug:"antimicrobial-resistance-a-global-threat",title:"Antimicrobial Resistance",fullTitle:"Antimicrobial Resistance - A Global Threat"},signatures:"Christian Agyare, Vivian Etsiapa Boamah, Crystal Ngofi Zumbi and\nFrank Boateng Osei",authors:[{id:"182058",title:"Dr.",name:"Christian",middleName:null,surname:"Agyare",slug:"christian-agyare",fullName:"Christian Agyare"},{id:"261271",title:"MSc.",name:"Crystal Ngofi",middleName:null,surname:"Zumbi",slug:"crystal-ngofi-zumbi",fullName:"Crystal Ngofi Zumbi"},{id:"261272",title:"MSc.",name:"Frank Boateng",middleName:null,surname:"Osei",slug:"frank-boateng-osei",fullName:"Frank Boateng Osei"},{id:"261273",title:"Dr.",name:"Vivian Etsiapa",middleName:null,surname:"Boamah",slug:"vivian-etsiapa-boamah",fullName:"Vivian Etsiapa Boamah"}]},{id:"39599",doi:"10.5772/50046",title:"Encapsulation Technology to Protect Probiotic Bacteria",slug:"encapsulation-technology-to-protect-probiotic-bacteria",totalDownloads:12461,totalCrossrefCites:45,totalDimensionsCites:87,abstract:null,book:{id:"3145",slug:"probiotics",title:"Probiotics",fullTitle:"Probiotics"},signatures:"María Chávarri, Izaskun Marañón and María Carmen Villarán",authors:[{id:"150285",title:"Dr.",name:"María",middleName:null,surname:"Chávarri Hueda",slug:"maria-chavarri-hueda",fullName:"María Chávarri Hueda"},{id:"151613",title:"MSc.",name:"Izaskun",middleName:null,surname:"Marañon",slug:"izaskun-maranon",fullName:"Izaskun Marañon"},{id:"151621",title:"Dr.",name:"Mª Carmen",middleName:null,surname:"Villarán",slug:"ma-carmen-villaran",fullName:"Mª Carmen Villarán"}]},{id:"39607",doi:"10.5772/50121",title:"Recent Application of Probiotics in Food and Agricultural Science",slug:"recent-application-of-probiotics-in-food-and-agricultural-science",totalDownloads:10177,totalCrossrefCites:32,totalDimensionsCites:78,abstract:null,book:{id:"3145",slug:"probiotics",title:"Probiotics",fullTitle:"Probiotics"},signatures:"Danfeng Song, Salam Ibrahim and Saeed Hayek",authors:[{id:"107905",title:"Prof.",name:"Salam",middleName:null,surname:"Ibrahim",slug:"salam-ibrahim",fullName:"Salam Ibrahim"},{id:"150202",title:"Dr.",name:"Danfeng",middleName:null,surname:"Song",slug:"danfeng-song",fullName:"Danfeng Song"},{id:"151025",title:"MSc.",name:"Saeed",middleName:null,surname:"Hayek",slug:"saeed-hayek",fullName:"Saeed Hayek"}]},{id:"51065",doi:"10.5772/63499",title:"Role of the Biofilms in Wastewater Treatment",slug:"role-of-the-biofilms-in-wastewater-treatment",totalDownloads:6856,totalCrossrefCites:28,totalDimensionsCites:63,abstract:"Biological wastewater treatment systems play an important role in improving water quality and human health. This chapter thus briefly discusses different biological methods, specially biofilm technologies, the development of biofilms on different filter media, factors affecting their development as well as their structure and function. It also tackles various conventional and modern molecular techniques for detailed exploration of the composition, diversity and dynamics of biofilms. These data are crucial to improve the performance, robustness and stability of biofilm-based wastewater treatment technologies.",book:{id:"5197",slug:"microbial-biofilms-importance-and-applications",title:"Microbial Biofilms",fullTitle:"Microbial Biofilms - Importance and Applications"},signatures:"Shama Sehar and Iffat Naz",authors:[{id:"180364",title:"Dr.",name:"Iffat",middleName:null,surname:"Naz",slug:"iffat-naz",fullName:"Iffat Naz"},{id:"183345",title:"Dr.",name:"Shama",middleName:null,surname:"Sehar",slug:"shama-sehar",fullName:"Shama Sehar"}]},{id:"49246",doi:"10.5772/61300",title:"Chitosan as a Biomaterial — Structure, Properties, and Electrospun Nanofibers",slug:"chitosan-as-a-biomaterial-structure-properties-and-electrospun-nanofibers",totalDownloads:4727,totalCrossrefCites:27,totalDimensionsCites:63,abstract:"Chitosan is a polysaccharide derived from chitin; chitin is the second most abundant polysaccharide in the world, after cellulose. Chitosan is biocompatible, biodegradable and non-toxic, so that it can be usedin medicalapplications such as antimicrobial and wound healing biomaterials. It also used as chelating agent due to its ability to bind with cholesterol, fats, proteins and metal ions.",book:{id:"4648",slug:"concepts-compounds-and-the-alternatives-of-antibacterials",title:"Concepts, Compounds and the Alternatives of Antibacterials",fullTitle:"Concepts, Compounds and the Alternatives of Antibacterials"},signatures:"H. M. Ibrahim and E.M.R. El- Zairy",authors:[{id:"90645",title:"Dr.",name:"Hassan",middleName:null,surname:"Ibrahim",slug:"hassan-ibrahim",fullName:"Hassan Ibrahim"},{id:"175694",title:"Dr.",name:"Enas",middleName:null,surname:"El- Zairy",slug:"enas-el-zairy",fullName:"Enas El- Zairy"}]}],mostDownloadedChaptersLast30Days:[{id:"65613",title:"The Methods for Detection of Biofilm and Screening Antibiofilm Activity of Agents",slug:"the-methods-for-detection-of-biofilm-and-screening-antibiofilm-activity-of-agents",totalDownloads:9277,totalCrossrefCites:15,totalDimensionsCites:26,abstract:"Biofilm producer microorganisms cause nosocomial and recurrent infections. Biofilm that is a sticky exopolysaccharide is the main virulence factor causing biofilm-related infections. Biofilm formation begins with attachment of bacteria to biotic surface such as host cell or abiotic surface such as prosthetic devices. After attachment, aggregation of bacteria is started by cell-cell adhesion. Aggregation continues with the maturation of biofilm. Dispersion is started by certain conditions such as phenol-soluble modulins (PSMs). By this way, sessile bacteria turn back into planktonic form. Bacteria embedded in biofilm (sessile form) are more resistant to antimicrobials than planktonic bacteria. So it is hard to treat biofilm-embedded bacteria than planktonic forms. For this reason, it is important to detect biofilm. There are a few biofilm detection and biofilm production methods on prosthetics, methods for screening antibacterial effect of agents against biofilm-embedded microorganism and antibiofilm effect of agents against biofilm production and mature biofilm. The aim of this chapter is to overview direct and indirect methods such as microscopy, fluorescent in situ hybridization, and Congo red agar, tube method, microtiter plate assay, checkerboard assay, plate counting, polymerase chain reaction, mass spectrometry, MALDI-TOF, and biological assays used by antibiofilm researches.",book:{id:"8427",slug:"antimicrobials-antibiotic-resistance-antibiofilm-strategies-and-activity-methods",title:"Antimicrobials, Antibiotic Resistance, Antibiofilm Strategies and Activity Methods",fullTitle:"Antimicrobials, Antibiotic Resistance, Antibiofilm Strategies and Activity Methods"},signatures:"Sahra Kırmusaoğlu",authors:[{id:"179460",title:"Associate Prof.",name:"Sahra",middleName:null,surname:"Kırmusaoğlu",slug:"sahra-kirmusaoglu",fullName:"Sahra Kırmusaoğlu"}]},{id:"62553",title:"Antibiotic Use in Poultry Production and Its Effects on Bacterial Resistance",slug:"antibiotic-use-in-poultry-production-and-its-effects-on-bacterial-resistance",totalDownloads:7327,totalCrossrefCites:43,totalDimensionsCites:92,abstract:"A surge in the development and spread of antibiotic resistance has become a major cause for concern. Over the past few decades, no major new types of antibiotics have been produced and almost all known antibiotics are increasingly losing their activity against pathogenic microorganisms. The levels of multi-drug resistant bacteria have also increased. It is known that worldwide, more than 60% of all antibiotics that are produced find their use in animal production for both therapeutic and non-therapeutic purposes. The use of antimicrobial agents in animal husbandry has been linked to the development and spread of resistant bacteria. Poultry products are among the highest consumed products worldwide but a lot of essential antibiotics are employed during poultry production in several countries; threatening the safety of such products (through antimicrobial residues) and the increased possibility of development and spread of microbial resistance in poultry settings. This chapter documents some of the studies on antibiotic usage in poultry farming; with specific focus on some selected bacterial species, their economic importance to poultry farming and reports of resistances of isolated species from poultry settings (farms and poultry products) to essential antibiotics.",book:{id:"6978",slug:"antimicrobial-resistance-a-global-threat",title:"Antimicrobial Resistance",fullTitle:"Antimicrobial Resistance - A Global Threat"},signatures:"Christian Agyare, Vivian Etsiapa Boamah, Crystal Ngofi Zumbi and\nFrank Boateng Osei",authors:[{id:"182058",title:"Dr.",name:"Christian",middleName:null,surname:"Agyare",slug:"christian-agyare",fullName:"Christian Agyare"},{id:"261271",title:"MSc.",name:"Crystal Ngofi",middleName:null,surname:"Zumbi",slug:"crystal-ngofi-zumbi",fullName:"Crystal Ngofi Zumbi"},{id:"261272",title:"MSc.",name:"Frank Boateng",middleName:null,surname:"Osei",slug:"frank-boateng-osei",fullName:"Frank Boateng Osei"},{id:"261273",title:"Dr.",name:"Vivian Etsiapa",middleName:null,surname:"Boamah",slug:"vivian-etsiapa-boamah",fullName:"Vivian Etsiapa Boamah"}]},{id:"65914",title:"Introductory Chapter: The Action Mechanisms of Antibiotics and Antibiotic Resistance",slug:"introductory-chapter-the-action-mechanisms-of-antibiotics-and-antibiotic-resistance",totalDownloads:4428,totalCrossrefCites:6,totalDimensionsCites:10,abstract:null,book:{id:"8427",slug:"antimicrobials-antibiotic-resistance-antibiofilm-strategies-and-activity-methods",title:"Antimicrobials, Antibiotic Resistance, Antibiofilm Strategies and Activity Methods",fullTitle:"Antimicrobials, Antibiotic Resistance, Antibiofilm Strategies and Activity Methods"},signatures:"Sahra Kırmusaoğlu, Nesrin Gareayaghi and Bekir S. Kocazeybek",authors:[{id:"179460",title:"Associate Prof.",name:"Sahra",middleName:null,surname:"Kırmusaoğlu",slug:"sahra-kirmusaoglu",fullName:"Sahra Kırmusaoğlu"},{id:"248288",title:"Prof.",name:"Bekir",middleName:null,surname:"Kocazeybek",slug:"bekir-kocazeybek",fullName:"Bekir Kocazeybek"},{id:"406463",title:"Dr.",name:"Nesrin",middleName:null,surname:"Gareayaghi",slug:"nesrin-gareayaghi",fullName:"Nesrin Gareayaghi"}]},{id:"50992",title:"Probiotics: A Comprehensive Review of Their Classification, Mode of Action and Role in Human Nutrition",slug:"probiotics-a-comprehensive-review-of-their-classification-mode-of-action-and-role-in-human-nutrition",totalDownloads:5429,totalCrossrefCites:16,totalDimensionsCites:28,abstract:"Probiotics are live microorganisms that live in gastrointestinal (GI) tract and are beneficial for their hosts and prevent certain diseases. In this chapter, after a complete introduction to probiotics, definition, mechanism of action, and their classification, currently used organisms will be discussed in detail. Moreover, different kinds of nutritional synthetic products of probiotics along with their safety and drug interaction will be noticed. This chapter mentions all clinical trial studies that have been done to evaluate probiotic efficacy with a focus on gastrointestinal diseases.",book:{id:"5193",slug:"probiotics-and-prebiotics-in-human-nutrition-and-health",title:"Probiotics and Prebiotics in Human Nutrition and Health",fullTitle:"Probiotics and Prebiotics in Human Nutrition and Health"},signatures:"Amirreza Khalighi, Reza Behdani and Shabnam Kouhestani",authors:[{id:"179560",title:"Dr.",name:"Amirreza",middleName:null,surname:"Khalighi",slug:"amirreza-khalighi",fullName:"Amirreza Khalighi"},{id:"185238",title:"Dr.",name:"Reza",middleName:null,surname:"Behdani",slug:"reza-behdani",fullName:"Reza Behdani"},{id:"185239",title:"Dr.",name:"Shabnam",middleName:null,surname:"Kouhestani",slug:"shabnam-kouhestani",fullName:"Shabnam Kouhestani"}]},{id:"72109",title:"Antibiotic Resistance in Biofilm",slug:"antibiotic-resistance-in-biofilm",totalDownloads:1479,totalCrossrefCites:11,totalDimensionsCites:20,abstract:"Biofilms can be found on several living and nonliving surfaces, which are formed by a group of microorganisms, complex assembly of proteins, polysaccharides, and DNAs in an extracellular polymeric matrix. By forming a biofilm, bacteria protect themselves from host defense, disinfectants, and antibiotics. Bacteria inside biofilm are much more resistant to antimicrobial agents than planktonic forms since bacteria that are unresisting to antimicrobial agents in any way can turn resistant after forming a biofilm. Low penetration of antibiotics into the biofilm, slow reproduction, and the existence of adaptive stress response constitute the multiphased defense of the bacterium. This antibiotic resistance, which is provided by biofilm, makes the treatments, which use effective antibiotic doses on the bacterium in planktonic shape, difficult. Biofilm formation potential of bacteria appears as an important virulence factor in ensuring the colonization on the living tissues or medical devices and makes the treatment difficult. The aim of this chapter is to overview the current knowledge of antimicrobial resistance mechanisms in biofilms.",book:{id:"8967",slug:"bacterial-biofilms",title:"Bacterial Biofilms",fullTitle:"Bacterial Biofilms"},signatures:"Sadık Dincer, Fatima Masume Uslu and Anil Delik",authors:[{id:"188141",title:"Prof.",name:"Sadik",middleName:null,surname:"Dincer",slug:"sadik-dincer",fullName:"Sadik Dincer"},{id:"315992",title:"MSc.",name:"Fatıma Masume",middleName:null,surname:"Uslu",slug:"fatima-masume-uslu",fullName:"Fatıma Masume Uslu"},{id:"315993",title:"MSc.",name:"Anıl",middleName:null,surname:"Delik",slug:"anil-delik",fullName:"Anıl Delik"}]}],onlineFirstChaptersFilter:{topicId:"148",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"81704",title:"Quorum Sensing Inhibition Based Drugs to Conquer Antimicrobial Resistance",slug:"quorum-sensing-inhibition-based-drugs-to-conquer-antimicrobial-resistance",totalDownloads:22,totalDimensionsCites:0,doi:"10.5772/intechopen.104125",abstract:"Quorum sensing is the cell to cell communication mechanism in microorganism through signalling molecules. Regulation of virulence factor, sporulation, proteolytic enzymes production, biofilm formation, auto-inducers, cell population density are key physiological process mediated through quorum-sensing (QS) signalling. Elevation of innate immune system and antibiotic tolerance of pathogens is highly increased with perspective of quorum-sensing (QS) activity. Development of novel drugs is highly attractive scenario against cell-cell communication of microbes. Design of synthetic drugs and natural compounds against QS signal molecules is vital combat system to attenuate microbial pathogenicity. Quorum sensing inhibitors (QSIs), quorum quenchers (QQs), efflux pump inhibitors (EPIs) act against multi-drug resistance strains (MDR) and other pathogenic microbes through regulation of auto-inducers and signal molecule with perceptive to growth arrest both in-vitro and in-vivo. QQs, QSIs and EPIs compounds has been validated with various animal models for high selection pressure on therapeutics arsenal against microbe’s growth inhibition. Promising QSI are phytochemicals and secondary metabolites includes polyacetylenes, alkaloids, polyphenols, terpenoids, quinones.",book:{id:"11373",title:"The Global Antimicrobial Resistance Epidemic - Innovative Approaches and Cutting-Edge Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11373.jpg"},signatures:"Kothandapani Sundar, Ramachandira Prabu and Gopal Jayalakshmi"},{id:"82372",title:"Unlocking the Potential of Ghost Probiotics in Combating Antimicrobial Resistance",slug:"unlocking-the-potential-of-ghost-probiotics-in-combating-antimicrobial-resistance",totalDownloads:20,totalDimensionsCites:0,doi:"10.5772/intechopen.104126",abstract:"Antimicrobial resistance is a global concern that requires immediate attention. Major causes of development of antimicrobial resistance in microbial cells are overuse of antimicrobials along the food chain especially in livestock, in preventing infections as well as misuse of antimicrobials by patients. Probiotics could be a viable alternative to antibiotics in the fight against antimicrobial resistance. Probiotic strains can act as a complement to antimicrobial therapy, improving antimicrobial function and enhancing immunity. However, there are safety concerns regarding the extensive use of live microbial cells especially in immunocompromised individuals; these include microbial translocation, inhibition of other beneficial microorganisms and development of antimicrobial resistance, among other concerns. Inevitably, ghost probiotics have become the favored alternative as they eliminate the safety and shelf-life problems associated with use of probiotics. Ghost probiotics are non-viable microbial cells (intact or broken) or metabolic products from microorganisms, which when administered in adequate amounts have biologic activity in the host and confer health benefits. Ghost probiotics exert biological effects similar to probiotics. However, the major drawback of using ghost probiotics is that the mechanism of action of these is currently unknown, hence more research is required and regulatory instruments are needed to assure the safety of consumers.",book:{id:"11373",title:"The Global Antimicrobial Resistance Epidemic - Innovative Approaches and Cutting-Edge Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11373.jpg"},signatures:"Abigarl Ndudzo, Sakhile Ndlovu, Nesisa Nyathi and Angela Sibanda Makuvise"},{id:"82178",title:"Managing Antimicrobial Resistance beyond the Hospital Antimicrobial Stewardship: The Role of One Health",slug:"managing-antimicrobial-resistance-beyond-the-hospital-antimicrobial-stewardship-the-role-of-one-heal",totalDownloads:16,totalDimensionsCites:0,doi:"10.5772/intechopen.104170",abstract:"Infections caused by micro-organisms affect the health of people and animals, causing morbidity and mortality, with Asia and Africa as the epicenters. Some of the infectious diseases are emerging and re-emerging in nature. Examples include viral hepatitis, Lassa fever, Ebola, yellow fever, tuberculosis, covid-19, measles, and malaria, among others. Antimicrobials have been playing an important role in the treatment of infections by these microbes. However, there has been a development of resistance to these antimicrobials as a result of many drivers. This write-up used secondary data to explore the management of antimicrobial resistance (AMR) beyond the hospital antimicrobial resistance steward using the one health concept. The findings showed AMR to be a transboundary, multifaceted ecosystem problem affecting both the developed and developing countries. It is also one of the top ten global public health threats facing mankind. Globally, AMR will cost over US$100 trillion in output loss by 2050, about 700,000 deaths a year, and 4,150,000 deaths in Africa by 2050. About 2.4 million people could die in high-income countries between 2015 and 2050 without a sustained effort to contain AMR. The drivers of AMR are beyond the hospital and hospital AMR stewardship. Therefore, the need for one health concept to manage it.",book:{id:"11373",title:"The Global Antimicrobial Resistance Epidemic - Innovative Approaches and Cutting-Edge Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11373.jpg"},signatures:"Istifanus Anekoson Joshua, Mathew Bobai and Clement Sokfa Woje"},{id:"81918",title:"Machine Learning for Antimicrobial Resistance Research and Drug Development",slug:"machine-learning-for-antimicrobial-resistance-research-and-drug-development",totalDownloads:52,totalDimensionsCites:0,doi:"10.5772/intechopen.104841",abstract:"Machine learning is a subfield of artificial intelligence which combines sophisticated algorithms and data to develop predictive models with minimal human interference. This chapter focuses on research that trains machine learning models to study antimicrobial resistance and to discover antimicrobial drugs. An emphasis is placed on applying machine learning models to detect drug resistance among bacterial and fungal pathogens. The role of machine learning in antibacterial and antifungal drug discovery and design is explored. Finally, the challenges and prospects of applying machine learning to advance basic research on and treatment of antimicrobial resistance are discussed. Overall, machine learning promises to advance antimicrobial resistance research and to facilitate the development of antibacterial and antifungal drugs.",book:{id:"11373",title:"The Global Antimicrobial Resistance Epidemic - Innovative Approaches and Cutting-Edge Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11373.jpg"},signatures:"Shamanth A. Shankarnarayan, Joshua D. Guthrie and Daniel A. Charlebois"},{id:"81891",title:"Alternatives to Antibiotics in Semen Extenders Used in Artificial Insemination",slug:"alternatives-to-antibiotics-in-semen-extenders-used-in-artificial-insemination",totalDownloads:29,totalDimensionsCites:0,doi:"10.5772/intechopen.104226",abstract:"Antimicrobial resistance is a serious global threat requiring a widespread response. Both veterinarians and medical doctors should restrict antibiotic usage to therapeutic use only, after determining the sensitivity of the causal organism. However, the addition of antibiotics to semen extenders for animal artificial insemination represents a hidden, non-therapeutic use of antimicrobial substances. Artificial insemination for livestock breeding is a huge global enterprise with hundreds of million sperm doses prepared annually. However, reporting of antimicrobial resistance in semen is increasing. This review discusses the consequences of bacteria in semen samples, as well as the effect of antimicrobial substances in semen extenders on bacteria in the environment and even on personnel. Alternatives to antibiotics have been reported in the scientific literature and are reviewed here. The most promising of these, removal of the majority of bacteria by colloid centrifugation, is considered in detail, especially results from an artificial insemination study in pigs. In conclusion, colloid centrifugation is a practical method of physically removing bacteria from semen, which does not induce antibiotic resistance. Sperm quality in stored semen samples may be improved at the same time.",book:{id:"11373",title:"The Global Antimicrobial Resistance Epidemic - Innovative Approaches and Cutting-Edge Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11373.jpg"},signatures:"Jane M. Morrell, Pongpreecha Malaluang, Aleksandar Cojkic and Ingrid Hansson"},{id:"81699",title:"Efflux Pumps among Urinary E. coli and K. pneumoniae Local Isolates in Hilla City, Iraq",slug:"efflux-pumps-among-urinary-e-coli-and-k-pneumoniae-local-isolates-in-hilla-city-iraq",totalDownloads:10,totalDimensionsCites:0,doi:"10.5772/intechopen.104408",abstract:"Urinary tract infections (UTI) are the most common bacterial infections affecting humans. Escherichia coli and Klebsiella pneumoniae were common enterobacteria engaged with community-acquired UTIs. Efflux pumps were vital resistance mechanisms for antibiotics, especially among enterobacteria. Overexpression of an efflux system, which results in a decrease in antibiotic accumulation, is an effective mechanism for drug resistance. The ATP-binding cassette (ABC) transporters, small multidrug resistance (SMR), and multidrug and toxic compound extrusion (MATE) families, the major facilitator superfamily (MFS), and the resistance-nodulation- cell division (RND) family are the five superfamilies of efflux systems linked to drug resistance. This chapter highlights the results of studying the prevalence of efflux pump genes among local isolates of E. coli and K. pneumoniae in Hilla City, Iraq. class RND AcrAB-TolC, AcrAD-TolC, and AcrFE-TolC genes detected by conventional PCR of E. coli and K. pneumoniae respectively. The result revealed approximately all studied efflux transporter were found in both E. coli and K. pneumoniae in different percentages. Biofilm formation were observed in 50(100%) of K. pneumoniae and 49(98%) of E. coli isolates were biofilm former and follow: 30(60%), 20(40%) were weak, 12(24%), 22(44%) were moderate and 7(14%) and 8(16%) were Strong biofilm former for E. coli and K. pneumoniae, respectively.",book:{id:"11373",title:"The Global Antimicrobial Resistance Epidemic - Innovative Approaches and Cutting-Edge Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11373.jpg"},signatures:"Hussein Al-Dahmoshi, Sahar A. 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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. 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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. 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Other positions she has held at the university include Vice-Dean of Master Programs, Vice-Dean of the Degree in Biology and Vice-Dean for Mobility and Enterprise and Engagement at the Faculty of Science (University of Alicante). She received her Bachelor in Biology in 1998 (University of Alicante) and her PhD in 2003 (Biochemistry, University of Alicante). She undertook post-doctoral research at the University of East Anglia (Norwich, U.K. 2004-2005; 2007-2008).\nHer multidisciplinary research focuses on investigating archaea and their potential applications in biotechnology. She has an H-index of 21. She has authored one patent and has published more than 70 indexed papers and around 60 book chapters.\nShe has contributed to more than 150 national and international meetings during the last 15 years. Her research interests include archaea metabolism, enzymes purification and characterization, gene regulation, carotenoids and bioplastics production, antioxidant\ncompounds, waste water treatments, and brines bioremediation.\nRosa María’s other roles include editorial board member for several journals related\nto biochemistry, reviewer for more than 60 journals (biochemistry, molecular biology, biotechnology, chemistry and microbiology) and president of several organizing committees in international meetings related to the N-cycle or respiratory processes.",institutionString:null,institution:{name:"University of Alicante",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"15",title:"Chemical Biology",coverUrl:"https://cdn.intechopen.com/series_topics/covers/15.jpg",isOpenForSubmission:!0,editor:{id:"441442",title:"Dr.",name:"Şükrü",middleName:null,surname:"Beydemir",slug:"sukru-beydemir",fullName:"Şükrü Beydemir",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003GsUoIQAV/Profile_Picture_1634557147521",biography:"Dr. Şükrü Beydemir obtained a BSc in Chemistry in 1995 from Yüzüncü Yıl University, MSc in Biochemistry in 1998, and PhD in Biochemistry in 2002 from Atatürk University, Turkey. He performed post-doctoral studies at Max-Planck Institute, Germany, and University of Florence, Italy in addition to making several scientific visits abroad. He currently works as a Full Professor of Biochemistry in the Faculty of Pharmacy, Anadolu University, Turkey. Dr. Beydemir has published over a hundred scientific papers spanning protein biochemistry, enzymology and medicinal chemistry, reviews, book chapters and presented several conferences to scientists worldwide. He has received numerous publication awards from various international scientific councils. He serves in the Editorial Board of several international journals. 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He is a member of the Turkish Biochemical Society, American Chemical Society, and German Genetics society. Dr. Ekinci published around ninety scientific papers, reviews and book chapters, and presented several conferences to scientists. He has received numerous publication awards from several scientific councils. 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He worked on the structure-function relationships of glycoconjugates and his main project was the investigations on the biological roles of the de-N-glycosylation enzymes (Endo-N-acetyl-β-D-glucosaminidase and peptide-N4-(N-acetyl-β-glucosaminyl) asparagine amidase). From 2002 he contributes to the understanding of the Blood-brain barrier functioning using proteomics approaches. He has published more than 70 papers. 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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. 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She has more than fifteen years of teaching and research experience. She has published more than 550 scientific publications/communications, including 15 books, 50 book chapters, 100 original research papers, 380 research communications in national and international conferences, and 12 patents. She is a member of the editorial board of five journals and acts as a reviewer for several national and international journals. Her research interests include microalgal biotechnology with an emphasis on microalgae-based products.",institutionString:"Universidade Federal de Santa Maria",institution:{name:"Universidade Federal de Santa Maria",institutionURL:null,country:{name:"Brazil"}}}]},{type:"book",id:"7953",title:"Bioluminescence",subtitle:"Analytical Applications and Basic Biology",coverURL:"https://cdn.intechopen.com/books/images_new/7953.jpg",slug:"bioluminescence-analytical-applications-and-basic-biology",publishedDate:"September 25th 2019",editedByType:"Edited by",bookSignature:"Hirobumi Suzuki",hash:"3a8efa00b71abea11bf01973dc589979",volumeInSeries:4,fullTitle:"Bioluminescence - Analytical Applications and Basic Biology",editors:[{id:"185746",title:"Dr.",name:"Hirobumi",middleName:null,surname:"Suzuki",slug:"hirobumi-suzuki",fullName:"Hirobumi Suzuki",profilePictureURL:"https://mts.intechopen.com/storage/users/185746/images/system/185746.png",biography:"Dr. Hirobumi Suzuki received his Ph.D. in 1997 from Tokyo Metropolitan University, Japan, where he studied firefly phylogeny and the evolution of mating systems. He is especially interested in the genetic differentiation pattern and speciation process that correlate to the flashing pattern and mating behavior of some fireflies in Japan. He then worked for Olympus Corporation, a Japanese manufacturer of optics and imaging products, where he was involved in the development of luminescence technology and produced a bioluminescence microscope that is currently being used for gene expression analysis in chronobiology, neurobiology, and developmental biology. 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He has both an MS and Ph.D. in Biomedical Engineering. He was previously a research scientist at the University of California Los Angeles (UCLA) and visiting professor and researcher at the University of North Dakota. He is currently working in artificial intelligence and its applications in medical signal processing. In addition, he is using digital signal processing in medical imaging and speech processing. Dr. Asadpour has developed brain-computer interfacing algorithms and has published books, book chapters, and several journal and conference papers in this field and other areas of intelligent signal processing. He has also designed medical devices, including a laser Doppler monitoring system.",institutionString:"Kaiser Permanente Southern California",institution:null},{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",biography:"Prof. Dr. Marian Gaiceanu graduated from the Naval and Electrical Engineering Faculty, Dunarea de Jos University of Galati, Romania, in 1997. He received a Ph.D. (Magna Cum Laude) in Electrical Engineering in 2002. Since 2017, Dr. Gaiceanu has been a Ph.D. supervisor for students in Electrical Engineering. He has been employed at Dunarea de Jos University of Galati since 1996, where he is currently a professor. Dr. Gaiceanu is a member of the National Council for Attesting Titles, Diplomas and Certificates, an expert of the Executive Agency for Higher Education, Research Funding, and a member of the Senate of the Dunarea de Jos University of Galati. He has been the head of the Integrated Energy Conversion Systems and Advanced Control of Complex Processes Research Center, Romania, since 2016. He has conducted several projects in power converter systems for electrical drives, power quality, PEM and SOFC fuel cell power converters for utilities, electric vehicles, and marine applications with the Department of Regulation and Control, SIEI S.pA. (2002–2004) and the Polytechnic University of Turin, Italy (2002–2004, 2006–2007). He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and cofounder-member of the IEEE Power Electronics Romanian Chapter. He is a guest editor at Energies and an academic book editor for IntechOpen. He is also a member of the editorial boards of the Journal of Electrical Engineering, Electronics, Control and Computer Science and Sustainability. Dr. Gaiceanu has been General Chairman of the IEEE International Symposium on Electrical and Electronics Engineering in the last six editions.",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',country:{name:"Romania"}}},{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",biography:"Jaydip Sen is associated with Praxis Business School, Kolkata, India, as a professor in the Department of Data Science. His research areas include security and privacy issues in computing and communication, intrusion detection systems, machine learning, deep learning, and artificial intelligence in the financial domain. 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Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:{name:"Association for Computing Machinery",country:{name:"United States of America"}}},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:"Manufacturing and Technology Integrated Campus – SENAI CIMATEC",institution:null},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. 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. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:'"Politechnica" University Timişoara',institution:null},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. 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. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"414880",title:"Dr.",name:"Maryam",middleName:null,surname:"Vatankhah",slug:"maryam-vatankhah",fullName:"Maryam Vatankhah",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Borough of Manhattan Community College",country:{name:"United States of America"}}},{id:"414879",title:"Prof.",name:"Mohammad-Reza",middleName:null,surname:"Akbarzadeh-Totonchi",slug:"mohammad-reza-akbarzadeh-totonchi",fullName:"Mohammad-Reza Akbarzadeh-Totonchi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Ferdowsi University of Mashhad",country:{name:"Iran"}}},{id:"414878",title:"Prof.",name:"Reza",middleName:null,surname:"Fazel-Rezai",slug:"reza-fazel-rezai",fullName:"Reza Fazel-Rezai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"American Public University System",country:{name:"United States of America"}}},{id:"426586",title:"Dr.",name:"Oladunni A.",middleName:null,surname:"Daramola",slug:"oladunni-a.-daramola",fullName:"Oladunni A. Daramola",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Federal University of Technology",country:{name:"Nigeria"}}},{id:"357014",title:"Prof.",name:"Leon",middleName:null,surname:"Bobrowski",slug:"leon-bobrowski",fullName:"Leon Bobrowski",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Bialystok University of Technology",country:{name:"Poland"}}},{id:"302698",title:"Dr.",name:"Yao",middleName:null,surname:"Shan",slug:"yao-shan",fullName:"Yao Shan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Dalian University of Technology",country:{name:"China"}}},{id:"354126",title:"Dr.",name:"Setiawan",middleName:null,surname:"Hadi",slug:"setiawan-hadi",fullName:"Setiawan Hadi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Padjadjaran University",country:{name:"Indonesia"}}},{id:"125911",title:"Prof.",name:"Jia-Ching",middleName:null,surname:"Wang",slug:"jia-ching-wang",fullName:"Jia-Ching Wang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"National Central University",country:{name:"Taiwan"}}},{id:"332603",title:"Prof.",name:"Kumar S.",middleName:null,surname:"Ray",slug:"kumar-s.-ray",fullName:"Kumar S. Ray",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Statistical Institute",country:{name:"India"}}},{id:"415409",title:"Prof.",name:"Maghsoud",middleName:null,surname:"Amiri",slug:"maghsoud-amiri",fullName:"Maghsoud Amiri",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Allameh Tabataba'i University",country:{name:"Iran"}}},{id:"357085",title:"Mr.",name:"P. Mohan",middleName:null,surname:"Anand",slug:"p.-mohan-anand",fullName:"P. Mohan Anand",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356696",title:"Ph.D. Student",name:"P.V.",middleName:null,surname:"Sai Charan",slug:"p.v.-sai-charan",fullName:"P.V. Sai Charan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"357086",title:"Prof.",name:"Sandeep K.",middleName:null,surname:"Shukla",slug:"sandeep-k.-shukla",fullName:"Sandeep K. 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Thus all studies on metabolism will be considered for publication.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/17.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11413,editor:{id:"138626",title:"Dr.",name:"Yannis",middleName:null,surname:"Karamanos",slug:"yannis-karamanos",fullName:"Yannis Karamanos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6Jv2QAE/Profile_Picture_1629356660984",biography:"Yannis Karamanos, born in Greece in 1953, completed his pre-graduate studies at the Université Pierre et Marie Curie, Paris, then his Masters and Doctoral degree at the Université de Lille (1983). He was associate professor at the University of Limoges (1987) before becoming full professor of biochemistry at the Université d’Artois (1996). He worked on the structure-function relationships of glycoconjugates and his main project was the investigations on the biological roles of the de-N-glycosylation enzymes (Endo-N-acetyl-β-D-glucosaminidase and peptide-N4-(N-acetyl-β-glucosaminyl) asparagine amidase). From 2002 he contributes to the understanding of the Blood-brain barrier functioning using proteomics approaches. He has published more than 70 papers. His teaching areas are energy metabolism and regulation, integration and organ specialization and metabolic adaptation.",institutionString:null,institution:{name:"Artois University",institutionURL:null,country:{name:"France"}}},editorTwo:null,editorThree:null,series:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983"},editorialBoard:[{id:"243049",title:"Dr.",name:"Anca",middleName:null,surname:"Pantea Stoian",slug:"anca-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",slug:"attilio-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",slug:"yanfei-(jacob)-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"}}}]},onlineFirstChapters:{paginationCount:7,paginationItems:[{id:"82777",title:"Sustainability and Social Investment: Community Microhydropower Systems in the Dominican Republic",doi:"10.5772/intechopen.105995",signatures:"Michela Izzo, Alberto Sánchez and Rafael Fonseca",slug:"sustainability-and-social-investment-community-microhydropower-systems-in-the-dominican-republic",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Globalization and Sustainability - Recent Advances, New Perspectives and Emerging Issues",coverURL:"https://cdn.intechopen.com/books/images_new/11476.jpg",subseries:{id:"91",title:"Sustainable Economy and Fair Society"}}},{id:"82387",title:"Kept Promises? 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