The renowned anthelmintic classes (with drug examples) reported resistance [3, 22].
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More than half of the publishers listed alongside IntechOpen (18 out of 30) are Social Science and Humanities publishers. IntechOpen is an exception to this as a leader in not only Open Access content but Open Access content across all scientific disciplines, including Physical Sciences, Engineering and Technology, Health Sciences, Life Science, and Social Sciences and Humanities.
\\n\\nOur breakdown of titles published demonstrates this with 47% PET, 31% HS, 18% LS, and 4% SSH books published.
\\n\\n“Even though ItechOpen has shown the potential of sci-tech books using an OA approach,” other publishers “have shown little interest in OA books.”
\\n\\nAdditionally, each book published by IntechOpen contains original content and research findings.
\\n\\nWe are honored to be among such prestigious publishers and we hope to continue to spearhead that growth in our quest to promote Open Access as a true pioneer in OA book publishing.
\\n\\n\\n\\n
\\n"}]',published:!0,mainMedia:{caption:"IntechOpen Maintains",originalUrl:"/media/original/113"}},components:[{type:"htmlEditorComponent",content:'
Simba Information has released its Open Access Book Publishing 2020 - 2024 report and has again identified IntechOpen as the world’s largest Open Access book publisher by title count.
\n\nSimba Information is a leading provider for market intelligence and forecasts in the media and publishing industry. The report, published every year, provides an overview and financial outlook for the global professional e-book publishing market.
\n\nIntechOpen, De Gruyter, and Frontiers are the largest OA book publishers by title count, with IntechOpen coming in at first place with 5,101 OA books published, a good 1,782 titles ahead of the nearest competitor.
\n\nSince the first Open Access Book Publishing report published in 2016, IntechOpen has held the top stop each year.
\n\n\n\nMore than half of the publishers listed alongside IntechOpen (18 out of 30) are Social Science and Humanities publishers. IntechOpen is an exception to this as a leader in not only Open Access content but Open Access content across all scientific disciplines, including Physical Sciences, Engineering and Technology, Health Sciences, Life Science, and Social Sciences and Humanities.
\n\nOur breakdown of titles published demonstrates this with 47% PET, 31% HS, 18% LS, and 4% SSH books published.
\n\n“Even though ItechOpen has shown the potential of sci-tech books using an OA approach,” other publishers “have shown little interest in OA books.”
\n\nAdditionally, each book published by IntechOpen contains original content and research findings.
\n\nWe are honored to be among such prestigious publishers and we hope to continue to spearhead that growth in our quest to promote Open Access as a true pioneer in OA book publishing.
\n\n\n\n
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Epithelial ovarian carcinoma (EOC) is the most lethal gynecological malignancy. EOC accounts for about 90% of all ovarian cancers and distributed over the most common histotypes: high-grade serous (HGSC, 70%), low-grade serous (LGSC, <5%), endometrioid (EC, 10%), mucinous (MC, 3–4%) and clear cell ovarian carcinoma (CCC, 10%) [1]. Five-year survival rates differ significantly across the histotypes, with drastically lower survival rates for serous carcinoma (SC (HGSC and LGSC), 43%) compared with EC (82%), MC (71%) and CCC (66%) in the USA. CCC is a comparatively rare tumor, depending on the geographic location. In west countries, OCCC represents <10% of all EOC. In contrast, the incidence of CCC was reportedly 25% of EOC in Japan. The high number of patients (80%) with SC is diagnosed at advanced stages (stages III and IV). While, CCC which has the second number of patients (25%) after SC, is predominantly diagnosed at stage I (65%) [2]. Thus, CCC has different character compared with SC. Five-year survival rate at stage I for SC and CCC is same (80%). While, five-year survival rate at stage IV for SC is 40% and stage I of CCC is 25%. CCC has a very poor prognosis. One of the reasons is that CCC is associated with greater chemoresistance and a poorer prognosis compared with other EOC subtypes. Particularly for recurrent CCC, the response rate (RR) to salvage chemotherapy was extremely low. Previous studies have indicated that high L-type amino acid transporter 1 (LAT1), which belongs to system L, a Na+-independent carrier that transports large neutral amino acids, expression was associated with poorer prognosis and chemoresistance in CCC [3]. Furthermore, hepatocyte nuclear factor 1β (HNF1β) and glutaminolysis contribute for the chemoresistance to platinum-based antineoplastic agents of CCC through the intrinsically increased glutathione (GSH) bioavailability [4]. Therefore, novel and innovative strategies are required to improve outcomes for patients with CCC that is refractory to chemotherapy.
Glypican-3 (GPC3) is a member of the glypican family of heparan sulfate proteoglycans. GPC3 regulates cell proliferation signals by binding growth factors such as Wnt, fibroblast growth factor, and insulin-like growth factor and plays an important role in the proliferation and differentiation of embryonic cells [5, 6, 7]. GPC3 is expressed in various fetal tissues (liver, lung, kidney, and placenta) but is not detected in normal postnatal tissue due to DNA methylation-induced epigenetic silencing [8, 9]. While, previous studies showed that GPC3 was overexpressed in several malignant tumors, including hepatocellular carcinoma (HCC), CCC and melanoma. Particularly, GPC3 is detected in ≥80% of patients with HCC caused by hepatitis B or C [10, 11]. The function of membrane-anchored GPC3 in these cancers is unknown, but it is likely involved in the neoplastic transformation of HCC [12]. Membrane-bound GPC3 can be cleaved and secreted into the blood. Mammalian GPC family members are cleaved at GPI anchor level by endogenous GPI phospholipase D [13]. Thus, various forms of GPC3 protein are present in blood, although their functions remain unclear. Given these features, GPC3 is useful not only as a target for cancer immunotherapy but also as a novel tumor marker.
Small interfering or silencing RNA (siRNA) technologies are based on the inhibition of gene expression or translation by siRNAs targeting messenger RNA selectively [14]. Gene interference therapy using siRNA has great potential for treatment of wide variety of diseases [15], ranging from cancer [16, 17, 18, 19] to viral infection [20, 21] and brain disorder [22, 23]. The benefit of applying this technology to cancer therapy is that siRNA can target genes which are specific for tumor cells, leaving healthy, non-tumor tissue unaffected. Despite their medical potential, the clinical translation of siRNA technologies has up to now been limited. This limited progress is due to the difficulties of delivering siRNA
In our previous study, we prepared slow release formulation using biodegradable polymer (poly(lactide-co-glycolide), PLGA) such as micro-/nano particles [28]. Recently, we engaged to prepare the siRNA delivery system using PLGA for anti-metastasis therapy.
In this chapter, we report the therapeutic effect of Gpc3 gene silencing in ovarian cancer, and introduce the finding about a novel siRNA delivery system of micelles for nucleic acid therapy based on our data [29].
GPC3, 55–65 kDa protein consisting of 580 amino acids, is a heparan sulfate chain proteoglycan (HSPGs) bound to cell membrane by a glycosylphosphatidylinositol (GPI) anchor. This protein is expressed in the liver and kidney of healthy fetuses but is hardly expressed in adults, except in the placenta. Loss of function mutations of GPC3 leads to Simpson-Golabi-Behmel syndrome (SGBS), a rare X-linked disorder (X chromosome, Xq26) with significant overgrowth [5], which has also been observed in GPC3-null mice [30] because the gene shows high homology between humans and mice. GPC3 is expressed ubiquitously in the embryo but is reduced in the central nervous system (CNS) in adults [31]. Thus, GPC3 is considered to be one of the factors affecting prenatal development and metabolism originally. On the other hand, GPC3 is especially overexpressed in HCC [10, 11], CCC [32, 33], melanoma [34], and lung cancer [35]. Although the precious function of GPC3 remains unclear, it has been strongly suggested that it is related to the malignant transformation, accelerating cell growth and increasing inflammatory reaction [36].
The Wnt/Frizzled/β-catenin pathway is activated in about 50% of HCCs. Wt3a has been shown to mediate the GPC3-induced growth of HCCs via the canonical Wnt/β-catenin pathway [6, 37]. Sulfated heparan sulfate glycosaminoglycan (HSGAG) chains of GPC3 and other HSPGs are potential substrates for desulfation at the 6-O position by human sulfate 2 (SULF2). It has been reported that SULF2 activates Wnt/β-catenin signaling in HCC cells, and this process is GPC3-dependent and can be independent of exogenous Wnts [38]. In a previous study, a human monoclonal antibody against GPC3 inhibited Wnt3a/β-catenin signaling in HCC cells and antitumor activity
Although the role of GPC3 in HCC has been reported little by little, the role of GPC3 in ovarian cancer, especially CCC expressed GPC3, has been remained unclear. So recurrent or persistent CCC has been reported as having a potentially chemoresistant phenotype against conventional cytotoxic agents, leading to poorer prognosis. Thus, novel treatment approaches must be adopted for CCC. With compelling evidence that EOC is an immunogenic tumor, immunotherapeutic approaches are currently being evaluated and should be optimized based on histology-specific features. Previous research also suggested that GPC3 peptide vaccinations may hold a significant impact to prolong survival of patients with refractory CCC, allowing them to maintain quality of life with no serious toxicities [41].
Based on these, we focused on knocking down of GPC3 gene therapy for ovarian cancer using siRNA which can be expected to be effective in clinical practice. Then, we evaluated the efficiency of siRNA-PLGA hybrid micelles targeted to Gpc3 on ovarian cancer
The synthesis of siRNA-PLGA hybrid was described briefly as follows. PLGA was activated by DCC and NHS. Activated PLGA reacted with 3-(2-pyridyldithio) propionyl hydrazide (PDPH) as a cross-linker. After PDPH activated, PLGA (PLGA-PDPH) was used for siRNA conjugation. A thiol-modified double-strand siRNA was reacted with PLGA-PDPH, siRNA-PLGA hybrid was synthesized via a disulfide exchange reaction. The synthesized siRNA-PLGA hybrid conjugates spontaneously formed self-assembled micelles in aqueous solutions, resulting to form micelle with siRNA side facing the outer shell as shown in Figure 1A and C. Furthermore, we also prepared liner polyethylenimine (LPEI)-coated siRNA-PLGA micelles, its surface was positive charged by cationic polymer, to increase the efficiency of intracellular uptake as shown in Figure 1D.
(A) and (B) Structure of siRNA-PLGA hybrid and Fab’-PLGA hybrid via a cleavable disulfide linkage. (C)–(E) Schematic diagram for siRNA-PLGA hybrid micelle structure in an aqueous environment.
Measurement of critical micelle concentration (Figure 2) and distribution of particle (Figure 3) were performed to evaluate the physical properties of micelles. The mean diameter and zeta potential of siRNA-PLGA hybrid micelles were about 110 nm and about −40 mV, respectively. The zeta potentials of siRNA-PLGA hybrid micelle were changed from negative charge to positive charge by LPEI coating.
Critical micelle concentration (CMC) detected by measuring the relative excitation intensity ratio of pyrene at emission of 329 nm and 338 nm (
Size distribution of siRNA-PLGA hybrid micelles.
Until now, the best agents for siRNA delivery are cationic lipids and polycations, i.e. polyelectrolytes bearing multiple positive charges to increase intracellular uptake
The GPC3 levels in HM-1 cell line, which is mouse ovarian cancer cell line, treated with siRNA-PLGA hybrid micelles were then evaluated by western blotting. As shown in Figure 4, siRNA-PLGA hybrid micelles significantly suppressed GPC3 expression compared with the control.
Western blot analysis of GPC3levels in HM-1 cells treated with siRNA-PLGA hybrid micelles
Assessment of antitumor effects of these micelles in a murine peritoneal dissemination model was performed by intraperitoneal (i.p.) injection as topical treatment. In general, topical administration is often more effective because it is easy to react since the medicine is close to the disease lesion [44]. The number of disseminated nodules and the peritoneal fluid volumes were evaluated at 15 days after injection of the HM-1 cells. As shown in Figure 5, the number of disseminated nodules and the volume of peritoneal fluid siRNA-PLGA hybrid micelle-treated groups were significantly low compared with the control. Next, GPC3 levels in the cell lysates of peritoneal cells collected from the peritoneal fluid were evaluated by western blotting.
Anti-metastasis effects of siRNA-PLGA micelles in a mouse peritoneal dissemination model. Representative images of the mesentery after laparotomy. Cited from Ref. [
As shown in Figure 6, the levels of IFN-γ, IL-6, and TNF-α in mice treated with uncoated and LPEI-coated siRNA-PLGA hybrid micelles were significantly suppressed compared with the control. GPC3 expression in the lymphocytes such as B cells, T cells and macrophages in the peritoneal fluid of mice, was detected by western blotting. From these results, there is a possibility that the therapeutic effect was induced by GPC3 gene knockdown of not only cancer cell but also lymphocytes in the peritoneal fluid as the additive effects.
Effect of GPC3 knockdown caused by treatment with siRNA-PLGA micelles on the secretion of IFN-γ, IL-6, TNF-α in the peritoneal fluid in a mouse peritoneal dissemination model. Data represent the mean ± SD (n = 5). **p < 0.01 versus the control group (Bonferroni test/ANOVA). Cited from Ref. [
In previous study, we reported that Gpc3 knocking down using siRNA-PLGA hybrid micelle by intraperitoneal injection was effective to suppress the metastasis in peritoneal dissemination of ovarian cancer mice model [29]. However, it is necessary to develop a carrier which is “targeting” and “systemically administable”. That is why, we prepared Fab′-PLGA/siRNA-PLGA mixed micelle to recognize the target cell. Fab′-PLGA hybrid was synthesized in a same method as siRNA-PLGA hybrid was synthesized. The drug design was described in Figure 1B and E.
As shown in Figure 7,
Efficiency of intracellular uptake of Fab′-PLGA/–Alexa 488 labeling siRNA-PLGA hybrid mixed micelles in vitro by flow cytometry analysis.
The technique of RNAi in the medical field is expected to have not only therapeutic effects for human induced by knock-down specific genes but also suffers from off-target effects. Previous study reported that algorithm or open-source desktop software was developed to design RNAi sequences to exert strong and selective suppression of target genes and predict off-target [45, 46]. However, it is difficult to predict specific side effects that appear due to off-target effects in human. Furthermore, we suggested that the details of the off-target effect are often unclear due to the fact that commercial nucleic acid medications have a short period of use. In some cases, mouse results may not be compatible with humans because off-target effects vary by its sequences though there were no noticeable side effects in our experiment
Until now, some polyplex or lipoplex with high membrane permeability formulations have been used for siRNA delivery system [47, 48]. A number of polymers have been popularly utilized to form stable and nanocomplexes with its cytotoxicity problem [27, 49, 50, 51, 52, 53]. PEI is also probably the most frequently used polycation in gene delivery, our LPEI-coated micelles did not exhibit cytotoxic effects. The fact that no toxicity was found in our experiments at the concentrations we used was consist with previous reports [54]. The greatest feature of this micelle is that it consists of a safe polymer, PLGA. PLGA is known as one of the biodegradable polymers used in marketed medication [55]. In some cases, siRNA can be immunogenic such as virus vectors induce multiple component of the immune response, cytotoxic T-lymphocyte (CTL) response can be elicited against viral gene products of exogenous transgene products [25]. Regarding the immunogenicity of this micelle, it is unlikely that immunogenicity was shown due to the fact that cytokines in the peritoneal fluid were suppressed.
In the future as a next step, immunodeficient mice would be indispensable when we establish human model such as patient-derived xenograft (PDX) model. However, there is possibility that we cannot comprehend whether the micelle has medical potential when immunodeficient mice are used because GPC3 might be a molecule that is strongly associated with the immune system. That is why, we considered that we should further examine the usefulness of this therapy using micelles for human cancer cells based on our data using murine cell because there are different characteristics between murine and human cancer cells.
In conclusion, our results could indicate that Gpc3 gene silencing using siRNA has a possibility as an effective new therapeutic approach without side effects in ovarian cancer, especially CCC with GPC3 expression. Furthermore, this GPC3 targeting gene therapy is also useful for high GPC3 expression cancer such as HCC, melanoma and lung cancer if appropriate carrier is developed to deliver siRNA to target cancer cell by i.v. in the future.
In addition, this finding is the first study to show that siRNA-PLGA hybrid micelles can effectively deliver siRNA to cancer cells
This work was supported by JSPS KAKENHI Grant Number JP17K08477, Fukuoka Foundation for Sound Health Cancer Research Fund, and funds (No. 181045) from the Central Research Institute of Fukuoka University.
The authors declare no conflict of interest.
Antiparasitic chemotherapeutics can be categorized as anthelmintics, ectoparasiticides (insecticides and acaricides), and antiprotozoals. Anthelmintics are those agents used to destroy worms and are used as anticestodal, antinematodal, and antinematodal agents [1].
The use of chemical agents against nematodes traced back to the 1990s and those agents were having less effectiveness. Chemicals used for nematode destruction were arsenic compounds, cupric sulfate, nicotine, Chenopodium oil like alkaloids. These chemical compounds were found less effective and more toxic for livestock. Synthetic drug phenothiazine antinematodal characteristics were first reported in the United States and were used as broad-spectrum medicine for nematode treatment in horses, ruminants, and chickens. Phenothiazine is removed from the therapeutic inventory in many countries [1].
From that time scientists were trying to produce an ideal anthelmintic drug that could be used as broad-spectrum dewormers and result in the use of organophosphorus compounds, imidazoles, and tetrahydro pyrimidines. Thiabendazole (TBZ) was developed in 1961 after two decades, and this drug is having high efficiency and safety and broad-spectrum. It was the first-generation benzimidazole group and used against a wide range of hosts, i.e., goats, poultry, sheep, cattle, pigs, horses, and humans against gastrointestinal nematodes, and it shows ovicidal, larvicidal, and adulticidal activities. After TBZ’s success, it was planned to structurally modify it toward evolving drugs with excellent properties. Levamisole was discovered in 1966 and was marketed with the name of hydrochloride (HCL) salt having broad-spectrum antinematodal activities and immunomodulator effects [2].
Macrocyclic lactone derivatives including ivermectin (IVM) were discovered in 1981 broad-spectrum insecticidal activities. After this in 2009 after 28 years, monepantel was commercially released [3]. Broad-spectrum antinematodal synthetic compounds are divided into four major groups, i.e., macrocyclic lactone derivatives including milbemycins/ivermectin, benzimidazole/pro-benzimidazole group, tetrahydro pyrimidines group including morantel, pyrantel tartrate, and imidazothiazoles group including tetramisole and levamisole [1].
Commonly used chemotherapeutic groups are briefly reviewed in this review.
Compounds of this group are metabolized in the body and activate BZ metabolites. Members of this group are oxfendazole, ricobendazole, albendazole, thiabendazole, mebendazole, triclabendazole, oxibendazole, cambendazole, and other chemicals belonging to pro-benzimidazole, i.e., thiophanate, febantel, and netobimin [1].
Benzimidazole is effective against adult nematodes in ruminants and also has ovicidal and larvicidal activities. Some benzimidazole also exhibits anti-trematode and anticestodal activities. They are used in various hosts such as bovine, canine, equine, ovine, feline, reptiles, caprine, birds, and human species. In the case of humans, thiabendazole, mebendazole, and albendazole are used. They are having low toxicity and in some cases can be drenched 10 times than the calculated standard dose rate [2, 4].
All members of this group are having the same mode of action and disturb the energy metabolism of parasitic nematodes through binding with tubulin protein (alpha and beta molecules). This protein is present in plasma and microtubules and forms heterodimers and constructs blocks in polymeric microtubules [1]. Microtubules formation is a dynamic process affected by tubulin ring polymerization and depolymerization. Microtubules play an important role in cell division, energy metabolism, shape, and transport of substrate and protein assemblage. Benzimidazole group members bundle with β-tubulin, and this complex integrates at the propagating ends of the microtubules and inhibits the assemblage of extra microtubules. This whole process is known as capping [5, 6, 7].
They cause parasite undernourishment (due to failure in glucose uptake, the proliferation of microtubules, and protein secretion), reduction in acetylcholinesterase enzyme secretion, reduction in carbohydrate catabolism through fumarate reductase enzyme. Histological investigation of benzimidazole pharmacodynamics also reports their role in disturbance of microtubule aggregation in nematodes at those concentrations that do not influence mammalian cells (Figure 1) [1, 6, 8].
Illustration of four different mechanisms of action by benzimidazoles against GI parasites.
Imidazothiazoles consist of two drugs, i.e., tetramisole and levamisole HCL (LEV). Levamisole is a Levo isomer and has true antinematodal activity while tetramisole is a mixture of Levo and destroys forms. That is why the calculated dose of levamisole is half that of tetramisole.
Levamisole is mostly used in goats, sheep, swine, and cattle while in the case of horses, it is contraindicated. This drug is having potency against both mature and immature stages. That’s why the calculated dosage of LEV is half that of tetramisole with a safety index of twice.
In sheep, goat, cattle, and swine, LEV is administrated, and in horses, mostly it is contraindicated. In several mature and immature stages of alimentary tract nematodes and lungworms, LEV has shown great potential. Whereas LEV is not anticestodal nor it is anti-trematode. LEV has not shown any ovicidal activity such as BZs. Whereas the remedial index of LEV is relatively lower than that of other antinematodal. LEV has also been found effective against hypobiotic larvae of the sheep parasitic nematode,
The working mode of action of levamisoles has depicted that it works as a cholinergic agonist; it acts as nicotinic acetylcholine receptors on the surface of the nematode muscle cells along with neuromuscular junction. The antinematodal potential of LEV is mostly associated with its ganglion stimulant activity. It induces ganglion-like structure in somatic muscle cells of nematodes. The induction ultimately results in determining muscle contractions that are in line with the depolarizing barricades causing paralysis.
The pharmacodynamics of the compound plays an important role in the paralysis that leads to the elimination of helminths promptly through normal intestinal peristalsis (Figure 2) [1, 2].
Illustration of the mechanism of actions of levamisole and ivermectin against GI parasites.
Macrocyclic lactones have different commercialized products that show insecticidal activity against a broad range of parasitic nematodes and ectoparasites (ticks, mites, lice) that infest domestic animals [9, 10]. Avermectins that include doramectin, ivermectin, abamectin, and eprinomectin are the fermented products of actinomycete
The unequal larvicidal and adulticidal activity of IVM against Gastro-Intestinal Tract (GIT) roundworms and lungworms of ruminantia, porcine, and equine is its main factor of characterization [10, 11]. The control of microfilariae of canine heartworm
IVM along with other ML derivatives such as moxidectin is frequently used against haemonchosis in sheep due to its mode of action [1]. This increases their influence by binding to glutamate and GABA-gated chloride channel receptors in nematode and arthropod nerve cells. The whole process results in the opening of the channel and allows the entry of chloride ions (Cl−). This will lead to the paralysis of the body wall, pharyngeal muscles, and uterine muscles in nematodes [12]. It is stated that the sensitivity of dissimilar chloride channel subunits to MLs and expression location are variable characters, and it can be accounted for the paralytic effect of different concentrations of MLs on the neuromuscular systems. It is also stated that nematode paralysis and body wall muscle paralysis can be proved serious for prompt exclusion, also pharyngeal muscle paralysis is more sensitive [13]. It has also been revealed that MLs cause the flaccid paralysis of the pharynx of nematodes along with moxidectin and IVM as it is more sensitive than somatic musculature, which shows that the target is the nervous system of parasites. If the concentration of MLs drops, then the motility of the parasites can be recuperated. As compared with somatic muscles, the paralysis of the pharyngeal muscles, as well as consequential inhibition of nourishing, can be longer. The reason for the ineffectiveness of ML derivatives against trematode and cestode parasites is that these worms do not have receptors at their glutamate-gated chloride channel.
Resistance development against anthelmintics consists of a certain phase, i.e., during first phase, number of parasites developing resistance against specific anthelmintics is less; there is a gradual increase, and heterozygous parasites develop resistance and lead to the final phase where individuals become resistant against those anthelmintics, and the population becomes homozygous parasites population. It is also observed that parasite resistance against a specific anthelmintic also brings resistance against some other anthelmintics groups [14].
Resistance is a drug tolerance ability of a worm and survives in the recommended doses of anthelmintics that are normally an effective dose [15]. Parasitic resistance was first described in 1957, and firstly studied anthelmintic agents were organophosphates, phenothiazine, rafoxanide, thiabendazole, and macrocyclic lactones [16]. Recently different GIT parasites especially
Common | Very common | Less common |
Common | Common | Less common |
Initially, the development of resistance against nematicidal drugs was reported in the Southern hemisphere, and the most resistant was studied on
Country | Anthelmintic drugs | Reference(s) |
---|---|---|
Argentina | BZs, LEV, IVM | [24] |
Australia | Ops, BZs, LEV, TBZ, OXF, Closantel, Morantel | [19, 20] |
Belgium | BZs | [25] |
Brazil | BZs, LEV, IVM, Closantel | [24] |
France | BZs, LEV | [26] |
Germany | IVM,BZs, Pyrantel tarterate, FEN, Febantel, OXF, LEV, TBZ, ALB, MBZ | [27] |
India | BZs, IVM, FEN, Morantel, Closantel, LEV, Thiophanate, | [28] |
Kenya | BZs, LEV, RAF, FEN, IVM | [29] |
Malaysia | BMZ, LEVS, IVM, Moxidectin, Closantel | [25] |
Netherlands | OXFS, LEVS, BMZ, IVM | [30] |
New Zealand | BMZ, LEVS, IVM | [18, 31] |
Pakistan | OXFS, LEVS, ALB, IVM | [32, 33] |
Paraguay | BMZ, LEVS, IVM | [34] |
South Africa | BMZ, IVM, RAF, Closantel | [35] |
Uruguay | BMZ, LEVS, IVM | [36] |
United State of America | FEN, IVM, Pyrantel pamoate, LEVS, TBZ, | [37, 38] |
Zimbabwe | RAF, BMZ, LEVS, | [39] |
Geographical distribution of anthelmintic resistance developed by helminths in different parts of the world (selected references).
ALB = Albendazole, BMZ = Benzimidazoles, FEN=Fenbendazole, IVM = Ivermectin, LEVs = Levamisole, OXFS=Oxfendazoles, RAF = Rafoxanide, and TBZ = Thiabendazole.
Hence, the growing anthelmintic resistance is threatening livestock production, increasing the toxic level in the environment, and ultimately reducing the food availability for human beings [23, 40]. Therefore, the scientists and parasitologists are performing the duty to raise one’s hope by launching alternatives to overcome the developing resistance such as biological control (phytotherapy) [33].
Control of gastrointestinal nematode parasite (GINP).
Numerous techniques and plans have been utilized to lower the gastrointestinal (GI) nematode parasites of small ruminants across the world. Some of the techniques and methods are appropriate, and a few of them have limitations. Moreover, new methods and new approaches are being evaluated and established. The prime methodologies that have been used routinely to reduce the burden of GI nematodes are reviewed here.
Anthelmintics are those drugs that kill the helminths and are playing a toxic role to the worms and can be achieved by exposing the nematodes to a higher concentration of anthelmintics. This higher concentration is for worms not for the host body cells. This higher concentration inhibits the vital metabolic processes of the worms and kills the worm either by starving it or paralyzing it [23]. Resistance is a reduction in the efficacy of certain anthelmintics against parasites that are susceptible to anthelmintics in normal conditions [41]. Chemotherapeutic application is a very common and primitive method (conventional) to control the GINP around the globe. The agents have been used for both therapy and prophylaxis. Benzimidazole, Ivermectin, and Imidathiazole are three major chemical groups that have been used frequently for decades.
Several reports are published that demonstrate the resistance generation of GI nematodes to these chemicals worldwide [23]. Few studies reported the higher level of resistance produced against the broad-spectrum anthelmintics and also reported the side effects at higher dose levels [41]. A higher level of resistance in
Resistance is a global issue, and some regions are more exposed to it as compared with others, e.g., tropical and subtropical regions are more affected by the resistance of GI nematodes [33]. Soli
Regions where haemonchosis is endemic and anthelmintic treatment is frequently used at the farm level are exhibiting more resistance in
In grazing ruminants, copper is administered along with diet as a feed additive to overcome the deficiency symptoms. The use of copper started in the 1900s, in various forms to minimize the worm load (SCSRPC). The use of copper oxide wire particles (COWPs) was found more successful in reducing nematodes, more precisely
For administration in cattle, COWP boluses (Copasure©) of 12.5 and 25 g are available and for small ruminants, smaller dosages of 0.5–2 g are used [40, 43]. The recommended COWP dosage for cattle of weight above 227 kilograms was 12.5 g [45]. The sensitivity of sheep is higher against copper, and a little higher dosage may lead to toxicity although COWP is released slowly. Risk factors of copper toxicity that should be considered during administration are animal breed, age, health status, and other minerals deficiency such as molybdenum, poultry litter exposure [46]. Investigation on the use of COWP among exotic artiodactyls has been performed at Disney’s Animal Kingdom® Lodge. During the trials, four artiodactyl species included roan antelope, blesbuck, scimitar-horned oryx, and blackbuck. The corollary of their study indicated a marked reduction in EFC (above 90%) on day 7 post-COWP therapy. The animal species variations, liver health status, copper level, interaction level with other minerals, and history of copper supplementation should be considered before the implementation of the COWP GIN control program in exotic animals. Before the use of COWP in an integrated pest management program, the impact of COWP on reproduction, accumulation level, and sensitivity level among species should be investigated [45].
In this perspective, the naturally found pest antagonist organisms are used to control the pest population. Grønvold
The biological control strategies were proposed to reduce the parasite population below the economic threshold and clinical level above that considerable production losses are there. High efficacy of
Sheep feeding supplemented with
Strategies for worm load investigation: FEC, larval developmental assays (LDA), FEC reduction test, and fecal larval culture (FLC) have proved valuable linkage with monitoring and control of worm infection. Mainly FEC is used for monitoring and management of GIN parasites. LDA is used for nematode species identification and to explore the resistance level [57]. FLC helps in identifying worm species, seasonal variation, and enclosure of GIN population. FECRT is the most authentic approach to determine anthelmintic resistance, but it is expensive and labor-intensive [57]. The demands for the exploration of alternative strategies toward helminth control have been augmented due to the lack of new anthelmintics. The applications of plants having condensed tannins, COWP, nematophagous fungi, and other biological approaches in combination with anthelmintics, animal management, control of ecological factors, and GIN level monitoring strategies could be effective to overcome GIN resistance in small ruminants.
Among TST methods FAMACHA chart and McMaster are mainly used way to identify the worm-infected animals and require treatment. The former method is used to diagnose anemic animals by comparing their eye (conjunctiva) color with the chart. The latter method provides a real-time picture of parasite burden via egg counting in fecal material. In the McMaster method, fecal material is suspended in floatation solution and supernatants are taken on a specific glass slide (Mc Master chamber) and observed under a microscope for egg counting. For reducing anthelmintic resistance among GI parasites, selective therapy is highly effective. By using the aforementioned methods, medicinal cost of animals declines because they selectively purchase few anthelmintics and animals are responsive against these drugs. On the other hand, selective therapy is laborious and time-taking, farmers have to perform the FAMACHA check once a month. Routine-wise performance of McMaster is mandatory because sometimes with FAMACHA check animals found healthy while through McMaster they were found with high worm burden, and such animals should be treated because these animals may act as a source for others. The FAMACHA score system is found to be highly effective in the selection of worm-resilient animal breeds [58].
For the control of GI nematodes infections, two most commonly used methods include the use of anthelmintics and pasture management; they are associated with reduction of production losses because of nematodes infections. Two ways of producing safe pastures and reducing the infectivity of pasture include rotational grazing and pasture spelling, this strategy is very [59]. In rotational grazing, it is assumed that significant larval mortality occurs because of break-in grazing. But, unfortunately, the period in between animal rotations makes the best use of available and nutritious forage coincides with the period during that high concentration of L3 becoming available for reinfection. In the United States, a study was conducted at a farm and reported that lambs raised under a rotational grazing system were highly infested with helminths in comparison with others. Most of them were infected with nematodes,
With the provision of a good and high level of nutrition, the productivity of animals can be improved with an increase in the immune response against parasites. With an increase in the level of proteins in the diet, an increase in the resistance and resilience of lamb against
In ethnoveterinary medicine, medicinal plants are used for the prevention and treatment of gastrointestinal parasitism. There is a wide range of medicinal plants or plant extracts that are used to treat almost every kind of livestock disease related to parasites. There are so many studies and available literature on the anthelmintic properties of plants and their extracts, which confirms the antinematodal effects of these plants [33, 42, 64, 65, 66, 67]. In comparison to synthetic drugs the herbal preparations are way cheaper and easily available and thus have been used for a long time in the therapy of livestock diseases of helminth parasites [68].
Many plants and herbs are used as control agents for human and veterinary endoparasites, and the efficacy of each plant depends upon the chemical composition and secondary metabolites composition. The composition of a plant is a variable character depending upon soil properties, climatic conditions, geographical variability, and environmental conditions. Anthelmintic activity of a plant is variable in different areas of the world and depends upon the harvest of the plant, plant parts, which are used as anthelmintics, storage of the plant, and combination of different plant extracts [68]. Choice of extraction solvent is also an important factor that affects the solubility of secondary metabolites of the target plants usually water and methanol are used as extraction solvents. Ethanolic extracts are considered a better choice as they can easily enter the body of the parasite through absorption [69].
To determine the plant properties, two different study types are used. i.e., in vitro and in vivo, and each study type has some merits and demerits. In vitro studies are cost-effective and can study a variety of plants at the same time, allowing the study of specific parasites and their lifecycle stages [70]. While in vivo studies are lengthy processes and can study a single plant at a time. Sometimes the result of the in vivo and in vitro can be different as the outcome of the study depends on the internal factor of the host and plant species, e.g., the digestive system of the host [71].
Till today 25% of modern pharmacopeia use plant-derived drugs and some semisynthetic using plant as prototype compound [72]. Anthelmintic efficacy of plants is derived from different parts, e.g., saponins (can cause teguments degradation and vacuolization), tannins, and polyphenols can form a protein complex in the rumen and increase the protein supply, interfere with energy generation, reduction in gastrointestinal metabolism, and ultimately death of the helminth and alkaloids (effect the transport of sucrose transfer from the stomach to the intestine and helminth glucose support is disturbed causing paralysis) [73].
Tannins are compounds that attach with proteins and other molecules and are used as a biological alternative against chemical anthelmintic; many plants naturally contain condensed tannins. There are two main groups in which tannins are divided: one is hydrolyzable tannins (HTs) and the other one is condensed tannins (CTs). Among the two of these groups, condensed tannins are more abundant and are naturally present in browse, legumes, plants, and forage. The concentration of CT, type of animal consuming CT, the plant itself, and the concentration of CT in the plant are the factors that stimulate the effects of CTs. The high concentration of CT can have negative effects, and the noticeable negative effect is reduced palatability that ultimately causes a reduction in intake and digestion, which exerts a negative impact on productivity [46]. There are several benefits of CT intake that include increased wool growth and growth rate, increased amount of bypass protein, reduced bloating, high milk production, as well as a high rate of ovulation.
The prominent and most important benefit of CTs is their positive impact on the GIN infection. It has been observed that CTs specifically
The nutritional combination of animal feed affects the biodiversity of GIT fauna, which may affect the parasite fitness by altering the intestinal environment in which the parasites propagate [63]. Tannins, flavonol glycosides, sesquiterpene, and secondary metabolites are potential candidates for integrated nematode control at the farms level [63, 74, 75]. The plants having these properties are known as nutraceuticals, which are considered for both the nutritional value and as an anthelmintic. It has been reported that supplementation of bioactive plants to goats played role in the regulation of bionomics of resistant parasitic populations along with enhancing the ability of the goat to withstand negative effects of the pathophysiology of parasitic infections [63]. An increase in post-ruminal protein availability playing role in reducing the parasitic infections in large ruminants has also been reported, which may be attributed to the availability of condensed tannins (CTs) or proanthocyanidins and polymers of flavonoid units [48].
The most effective way of controlling infection is vaccination; therefore, demand for vaccine development against GI parasites rises. In disparity with vaccines of viral and bacterial pathogens, vaccine development against parasites did not gain similar success although parasitologists are working in this regard for the last 30 years. The vaccine has been developed against tapeworm and lungworm sheep and cattle respectively. Studies have been conducted in the identification of various antigens of nematodes as vaccine agents [76]. Gut-associated antigens have been reported as vaccine candidates, namely H-gal-GP and H11 of
Traditional use of chemotherapeutic agents against infection of ectoparasites as well as endoparasites leads to the development of resistance against these therapeutic agents. It converges the scientists for exploring the nontraditional ways of controlling GI parasites; development of a resistant breed of the host through selective breeding, vaccine development, implementation of other control measures (alternate pasture grazing and rotational grazing), and synergistic use of anthelmintics [80].
In vaccines, acquired immunity plays a pivotal role in the protection of the host against pathogens, and it needs to be explored for the development of a vaccine. In the case of parasites, the role of acquired immune response is not fully explored. Therefore, vaccine development against GI parasites for protection remains ineffective [81].
Some fungi of
Gastrointestinal nematode resistance to anthelmintics has been growing day by day, gaining currency to consider it for adopting control measures shortly of the domestic livestock industry. The use of chemical anthelmintics in combination with bioactive plants as nutraceuticals seems to be a potential strategy for parasitic control. Alternate strategies, i.e., use of plants containing condensed tannins, plant-based vaccines, COWP, and biological control through nematode-trapping fungi along with husbandry management may prove helpful in minimizing the mortality and morbidity of parasitic diseases in small ruminants. However, animal breeds selected based on their response to nematodes present in the gastrointestinal tract are an alternate control strategy toward minimizing gastrointestinal problems in goats [43].
Identification of resistant individuals is necessary for the production of parasitic-resistant breeds. Two parameters are mostly reported for the selection of resistant breeds, i.e., FEC, which is an indirect parameter for measurement of the relative level of infection [82]. Hematocrit and PCV are being used for the identification of worm burden, especially in the case of
The researchers cannot divide the magnitude of resistance into discrete genetic units; therefore, the resistance is described in the form of heritability estimates [84]. The phenotype of quantitative traits is regulated by the additive effect of specialized genes [85], which are yet to be identified. The resulting resistance may be attributed to the effect of a combination of many small genes or a group of major genes that are being regulated not only by additive effects but also by the environmental effects [84].
Packed cell volume and fecal egg count are the most useful markers/parameters to estimate the response of host challenge and natural infection with nematodes present in GI in general and specifically
Estimations of phenotypic and genetic correlation explained the amount to which genes affect two different traits and the phenotypic correlation guides the number of relations between two traits. Correlation evaluations are important in the measurement of the appropriateness of indicator traits as indirect criteria in programs related to breeding. Mandonnet
Host live weight is a production trait that has been considered as an important parameter while assessing the genetic resistances of the host toward GI nematode parasites. The heritability estimates of live weight (LWT) varied widely ranging from 0.13 in Australian Angora goats to 0.50 in Texan Angora goats [91]. Likewise, heritability estimates have been reported in South Africa goats breed as 0.29 and 0.35 [92]. It has been shown that resistance to infection by nematode parasites may not necessarily equate to resistance to the effects of the parasite challenge in grazing animals [86]. The association between FEC and productivity varies in magnitude and direction depending on the breed and the environment in which the evaluation was done. The genetic correlations between packed cell volume (PCV) and packed cell volume decline (PCVD) and production (live weight and wool growth) are either negligible or favorable [93].
Several studies around the globe have been conducted to assess the genetic potential of sheep and goats breeds that are resistant to gastrointestinal nematodes in the last three to four decades [82, 83, 87, 93]. The selection of breeds that are resistant to gastrointestinal nematode parasites is assuming the most promising alternate control method of gastrointestinal nematodes. Improved resistance toward nematodes control leads to reduced cost of anthelmintic treatment and diminished production losses associated with worm burden. Australia and New Zealand initiate programs on breeding for resistance and adopt them successfully by utilizing phenotypic markers [94]. Approximately 96% of the world’s goat population is kept by smallholders in developing countries, and genetic improvement programs are rare [95].
Host selection for resistance has based mostly on quantitative measurement of phenotypic traits. These traits have been measured to check the response of the host being evaluated for resistance, which are biochemical, immunological, parasitological, and pathological features [84]. For the development of high-resistant breeds, it is necessary to identify the high-resistant individuals. Criteria for the selection of parasitic resistance are commonly based on two traits, i.e., packed cell volume, which indicates anemia, and fecal egg count, which measures the amount of infection. There is variation in the development of resistance between the animals of different breeds and within the same breeds, which is because of their genetic makeup. The scientists are working to investigate the cause of the development of resistance, and up to some extent they succeeded in finding some reasons while the others are under investigation [84].
According to the best of our knowledge about different factors that are responsible for GI parasitism, it is hard to develop control measures. So, the epidemiology of each parasitic disease is needed to be studied at the regional level to recommend an effective strategy for the control of parasitic diseases, which is not completely dependent on anthelmintic therapy [11]. Keeping in mind the subtropical and tropical areas in which dry seasons are more might be grazing management, rational use of anthelmintics, and use of resistant breeds.
The author wishes to thank all other coauthors for providing guidance and support.
The authors declare that they have no conflict of interest.
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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. His research interests include pattern recognition, bioinformatics, and biometric systems (fingerprint classification and recognition, signature verification, face recognition).",institutionString:null,institution:null},{id:"496",title:"Dr.",name:"Carlos",middleName:null,surname:"Leon",slug:"carlos-leon",fullName:"Carlos Leon",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Seville",country:{name:"Spain"}}},{id:"512",title:"Dr.",name:"Dayang",middleName:null,surname:"Jawawi",slug:"dayang-jawawi",fullName:"Dayang Jawawi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Technology Malaysia",country:{name:"Malaysia"}}},{id:"528",title:"Dr.",name:"Kresimir",middleName:null,surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/528/images/system/528.jpg",biography:"K. Delac received his B.Sc.E.E. degree in 2003 and is currentlypursuing a Ph.D. degree at the University of Zagreb, Faculty of Electrical Engineering andComputing. His current research interests are digital image analysis, pattern recognition andbiometrics.",institutionString:null,institution:{name:"University of Zagreb",country:{name:"Croatia"}}},{id:"557",title:"Dr.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/557/images/1927_n.jpg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. And he has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. 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germination and subsequent seedling establishment. Salt negatively effects the crop production worldwide. Because most of the cultivated plants are salt-sensitive glycophytes. Salt stress affects the seed germination and seedling establishment through osmotic stress, ion toxicity, and oxidative stress. Salinity may adversely influence seed germination by decreasing the amounts of seed germination stimulants such as GAs, enhancing ABA amounts, and altering membrane permeability and water behavior in the seed. Rapid seed germination and subsequent seedling establishment are important factors affecting crop production under salinity conditions. Seed priming is one of the useful physiological approaches for adaptation of glycophyte species to saline conditions during germination and subsequent seedling establishment. In seed priming, seeds are exposed to an eliciting solution for a certain period that allows partial hydration without radicle protrusion. Seed priming is a simple, low cost, and powerful biotechnological tool used to overcome the salinity problem in agricultural lands.",book:{id:"10363",slug:"abiotic-stress-in-plants",title:"Abiotic Stress in Plants",fullTitle:"Abiotic Stress in Plants"},signatures:"Cüneyt Uçarlı",authors:[{id:"189302",title:"Dr.",name:"Cüneyt",middleName:null,surname:"Uçarlı",slug:"cuneyt-ucarli",fullName:"Cüneyt Uçarlı"}]},{id:"67884",title:"Adaptation of Halophytes to Different Habitats",slug:"adaptation-of-halophytes-to-different-habitats",totalDownloads:1663,totalCrossrefCites:6,totalDimensionsCites:13,abstract:"In recent years, global climate change has been altering environmental (severe drought, soil salinization, irregular precipitation, etc.), around world, decreasing crop yield and upsetting the balance of ecosystems. Nonetheless, a group of plants known as halophytes have the ability to survive and develop in saline soils (wetlands, deserts or temperate zones), may be used in agriculture as a possible alternative to crops (salt-sensitive), as well as for fodder, energy production, medicinal purposes, and desalination of salt-affected areas (phytoremediation). This chapter provides a comprehensive summary of the adaptive strategies used by the annual and perennial halophytes on ecophysiological perspectives, to survive in diverse habitats. The results show a great diverse strategies, such as heteromorphism, seed banks, dormancy, rapid germination, and recovery capacity, from saline shock, favoring the chances of seed survival, although these mechanisms depend on light, moisture, temperature, and the type of salt, in which seeds germinate. In addition, it has been included some molecular, and biochemical aspects, discovered in last years, that might improve our understanding of physiology of these plants. It can conclude that halophytes may be as a possible alternative to ease pressure on cropping systems, restored lands degraded, or confer stress tolerance trough gene transfer.",book:{id:"8033",slug:"seed-dormancy-and-germination",title:"Seed Dormancy and Germination",fullTitle:"Seed Dormancy and Germination"},signatures:"Milagros Bueno González",authors:[{id:"298374",title:"Prof.",name:"Milagros",middleName:null,surname:"Bueno",slug:"milagros-bueno",fullName:"Milagros Bueno"}]},{id:"52387",title:"Plant Pathogens",slug:"plant-pathogens",totalDownloads:4609,totalCrossrefCites:6,totalDimensionsCites:10,abstract:"Plants cover the most area of the earth’s living environment as trees, grasses, flowers, and so on. Plants play different important roles in the environment such as ecosystem balance and food supplement for animals and humans. Moreover, wild or cultivated plants are considered the powerful biofertilizers for the soil, where the plant debris after death and degradation provides the soil with sufficient organic matters. Accordingly, plant care is a great duty and hard mission, which must be constantly improved. The study of plant pathogens belongs to the branch of biology known as plant pathology. The latter is also concerned to overcome the plant diseases arising from the biotic and/or abiotic origin. Biotic (infectious) diseases are developed owing to microbial infection, while abiotic (noninfectious) diseases are developed due to environmental factors. 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It is commonly a moderately salt-sensitive crop. Salinity stress is the main abiotic factor that arrests the physiological characteristics and plant growth of a maize plant. It causes the osmotic effect, associated with an increase in phytotoxic ions, oxidative stress by increased reactive oxygen species (ROS) production, and ionic effect in the cytosol. These salinity effects hinder the maize plant’s physiological processes such as respiration, photosynthesis, transpiration, stomatal functioning, hormone regulation, and functioning, seed germination, and dormancy and water relation with plants and ultimately reduce the plant growth and yield. However, the physiology of maize subjected to salinity shows various responses that depend on the genetic responses and growth stages. Maize plant undergoes many physiological changes and adapts some mechanism internally to cope with salinity stress. Numerous mitigating strategies such as application of chemicals, application of plant growth-promoting rhizobacteria (PGPR), application of hormones, and use of genetic and molecular techniques are used to handle salinity. 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This topic is dedicated to biologically plausible descriptions and computational models - at various abstraction levels - of neurons and neural systems. This includes, but is not limited to: single-neuron modeling, sensory processing, motor control, memory, and synaptic plasticity, attention, identification, categorization, discrimination, learning, development, axonal patterning, guidance, neural architecture, behaviors, and dynamics of networks, cognition and the neuroscientific basis of consciousness. Particularly interesting are models of various types of more compound functions and abilities, various and more general fundamental principles (e.g., regarding architecture, organization, learning, development, etc.) found at various spatial and temporal levels.",annualVolume:11419,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"13818",title:"Dr.",name:"Asim",middleName:null,surname:"Bhatti",fullName:"Asim Bhatti",profilePictureURL:"https://mts.intechopen.com/storage/users/13818/images/system/13818.jpg",institutionString:null,institution:{name:"Deakin University",institutionURL:null,country:{name:"Australia"}}},{id:"151889",title:"Dr.",name:"Joao Luis Garcia",middleName:null,surname:"Rosa",fullName:"Joao Luis Garcia Rosa",profilePictureURL:"https://mts.intechopen.com/storage/users/151889/images/4861_n.jpg",institutionString:null,institution:{name:"University of Sao Paulo",institutionURL:null,country:{name:"Brazil"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",fullName:"Yalcin Isler",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",institutionURL:null,country:{name:"Turkey"}}}]},{id:"24",title:"Computer Vision",keywords:"Image Analysis, Scene Understanding, Biometrics, Deep Learning, Software Implementation, Hardware Implementation, Natural Images, Medical Images, Robotics, VR/AR",scope:"The scope of this topic is to disseminate the recent advances in the rapidly growing field of computer vision from both the theoretical and practical points of view. Novel computational algorithms for image analysis, scene understanding, biometrics, deep learning and their software or hardware implementations for natural and medical images, robotics, VR/AR, applications are some research directions relevant to this topic.",annualVolume:11420,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"1177",title:"Prof.",name:"António",middleName:"J. R.",surname:"José Ribeiro Neves",fullName:"António José Ribeiro Neves",profilePictureURL:"https://mts.intechopen.com/storage/users/1177/images/system/1177.jpg",institutionString:null,institution:{name:"University of Aveiro",institutionURL:null,country:{name:"Portugal"}}},{id:"220565",title:"Dr.",name:"Jucheng",middleName:null,surname:"Yang",fullName:"Jucheng Yang",profilePictureURL:"https://mts.intechopen.com/storage/users/220565/images/5988_n.jpg",institutionString:null,institution:{name:"Tianjin University of Technology",institutionURL:null,country:{name:"China"}}},{id:"29299",title:"Prof.",name:"Serestina",middleName:null,surname:"Viriri",fullName:"Serestina Viriri",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYOalQAG/Profile_Picture_1620817405517",institutionString:null,institution:{name:"University of KwaZulu-Natal",institutionURL:null,country:{name:"South Africa"}}},{id:"315933",title:"Dr.",name:"Yalın",middleName:null,surname:"Baştanlar",fullName:"Yalın Baştanlar",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002qpr7hQAA/Profile_Picture_1621430127547",institutionString:null,institution:{name:"Izmir Institute of Technology",institutionURL:null,country:{name:"Turkey"}}}]},{id:"25",title:"Evolutionary Computation",keywords:"Genetic Algorithms, Genetic Programming, Evolutionary Programming, Evolution Strategies, Hybrid Algorithms, Bioinspired Metaheuristics, Ant Colony Optimization, Evolutionary Learning, Hyperparameter Optimization",scope:"Evolutionary computing is a paradigm that has grown dramatically in recent years. This group of bio-inspired metaheuristics solves multiple optimization problems by applying the metaphor of natural selection. It so far has solved problems such as resource allocation, routing, schedule planning, and engineering design. Moreover, in the field of machine learning, evolutionary computation has carved out a significant niche both in the generation of learning models and in the automatic design and optimization of hyperparameters in deep learning models. This collection aims to include quality volumes on various topics related to evolutionary algorithms and, alternatively, other metaheuristics of interest inspired by nature. For example, some of the issues of interest could be the following: Advances in evolutionary computation (Genetic algorithms, Genetic programming, Bio-inspired metaheuristics, Hybrid metaheuristics, Parallel ECs); Applications of evolutionary algorithms (Machine learning and Data Mining with EAs, Search-Based Software Engineering, Scheduling, and Planning Applications, Smart Transport Applications, Applications to Games, Image Analysis, Signal Processing and Pattern Recognition, Applications to Sustainability).",annualVolume:11421,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"111683",title:"Prof.",name:"Elmer P.",middleName:"P.",surname:"Dadios",fullName:"Elmer P. Dadios",profilePictureURL:"https://mts.intechopen.com/storage/users/111683/images/system/111683.jpg",institutionString:"De La Salle University",institution:{name:"De La Salle University",institutionURL:null,country:{name:"Philippines"}}},{id:"106873",title:"Prof.",name:"Hongwei",middleName:null,surname:"Ge",fullName:"Hongwei Ge",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institutionString:null,institution:{name:"Dalian University of Technology",institutionURL:null,country:{name:"China"}}},{id:"171056",title:"Dr.",name:"Sotirios",middleName:null,surname:"Goudos",fullName:"Sotirios Goudos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9IuQAK/Profile_Picture_1622623673666",institutionString:null,institution:{name:"Aristotle University of Thessaloniki",institutionURL:null,country:{name:"Greece"}}},{id:"15895",title:"Assistant Prof.",name:"Takashi",middleName:null,surname:"Kuremoto",fullName:"Takashi Kuremoto",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYLrqQAG/Profile_Picture_1625656196038",institutionString:null,institution:{name:"Nippon Institute of Technology",institutionURL:null,country:{name:"Japan"}}},{id:"125844",title:"Prof.",name:"Wellington",middleName:"Pinheiro Dos",surname:"Santos",fullName:"Wellington Santos",profilePictureURL:"https://mts.intechopen.com/storage/users/125844/images/4878_n.jpg",institutionString:null,institution:{name:"Federal University of Pernambuco",institutionURL:null,country:{name:"Brazil"}}}]},{id:"26",title:"Machine Learning and Data Mining",keywords:"Intelligent Systems, Machine Learning, Data Science, Data Mining, Artificial Intelligence",scope:"The scope of machine learning and data mining is immense and is growing every day. It has become a massive part of our daily lives, making predictions based on experience, making this a fascinating area that solves problems that otherwise would not be possible or easy to solve. This topic aims to encompass algorithms that learn from experience (supervised and unsupervised), improve their performance over time and enable machines to make data-driven decisions. It is not limited to any particular applications, but contributions are encouraged from all disciplines.",annualVolume:11422,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"43680",title:"Prof.",name:"Ciza",middleName:null,surname:"Thomas",fullName:"Ciza Thomas",profilePictureURL:"https://mts.intechopen.com/storage/users/43680/images/system/43680.jpeg",institutionString:null,institution:{name:"Government of Kerala",institutionURL:null,country:{name:"India"}}},{id:"16614",title:"Prof.",name:"Juan Ignacio",middleName:null,surname:"Guerrero Alonso",fullName:"Juan Ignacio Guerrero Alonso",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6HB8QAM/Profile_Picture_1627901127555",institutionString:null,institution:{name:"University of Seville",institutionURL:null,country:{name:"Spain"}}},{id:"3095",title:"Prof.",name:"Kenji",middleName:null,surname:"Suzuki",fullName:"Kenji Suzuki",profilePictureURL:"https://mts.intechopen.com/storage/users/3095/images/1592_n.jpg",institutionString:null,institution:{name:"University of Chicago",institutionURL:null,country:{name:"United States of America"}}},{id:"214067",title:"Dr.",name:"W. David",middleName:null,surname:"Pan",fullName:"W. David Pan",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSEI9QAO/Profile_Picture_1623656213532",institutionString:null,institution:{name:"University of Alabama in Huntsville",institutionURL:null,country:{name:"United States of America"}}},{id:"72920",title:"Prof.",name:"Yves",middleName:"Philippe",surname:"Rybarczyk",fullName:"Yves Rybarczyk",profilePictureURL:"https://mts.intechopen.com/storage/users/72920/images/system/72920.jpeg",institutionString:"Dalarna University, Faculty of Data and Information Sciences",institution:{name:"Dalarna University",institutionURL:null,country:{name:"Sweden"}}}]},{id:"27",title:"Multi-Agent Systems",keywords:"Collaborative Intelligence, Learning, Distributed Control System, Swarm Robotics, Decision Science, Software Engineering",scope:"Multi-agent systems are recognised as a state of the art field in Artificial Intelligence studies, which is popular due to the usefulness in facilitation capabilities to handle real-world problem-solving in a distributed fashion. The area covers many techniques that offer solutions to emerging problems in robotics and enterprise-level software systems. Collaborative intelligence is highly and effectively achieved with multi-agent systems. Areas of application include swarms of robots, flocks of UAVs, collaborative software management. Given the level of technological enhancements, the popularity of machine learning in use has opened a new chapter in multi-agent studies alongside the practical challenges and long-lasting collaboration issues in the field. It has increased the urgency and the need for further studies in this field. We welcome chapters presenting research on the many applications of multi-agent studies including, but not limited to, the following key areas: machine learning for multi-agent systems; modeling swarms robots and flocks of UAVs with multi-agent systems; decision science and multi-agent systems; software engineering for and with multi-agent systems; tools and technologies of multi-agent systems.",annualVolume:11423,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",editor:{id:"148497",title:"Dr.",name:"Mehmet",middleName:"Emin",surname:"Aydin",fullName:"Mehmet Aydin",profilePictureURL:"https://mts.intechopen.com/storage/users/148497/images/system/148497.jpg",institutionString:null,institution:{name:"University of the West of England",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"275140",title:"Dr.",name:"Dinh Hoa",middleName:null,surname:"Nguyen",fullName:"Dinh Hoa Nguyen",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRbnKQAS/Profile_Picture_1622204093453",institutionString:null,institution:{name:"Kyushu University",institutionURL:null,country:{name:"Japan"}}},{id:"20259",title:"Dr.",name:"Hongbin",middleName:null,surname:"Ma",fullName:"Hongbin Ma",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRhDJQA0/Profile_Picture_2022-05-02T08:25:21.jpg",institutionString:null,institution:{name:"Beijing Institute of Technology",institutionURL:null,country:{name:"China"}}},{id:"28640",title:"Prof.",name:"Yasushi",middleName:null,surname:"Kambayashi",fullName:"Yasushi Kambayashi",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYOQxQAO/Profile_Picture_1625660525470",institutionString:null,institution:{name:"Nippon Institute of Technology",institutionURL:null,country:{name:"Japan"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"chapter.detail",path:"/chapters/70254",hash:"",query:{},params:{id:"70254"},fullPath:"/chapters/70254",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()