The main MMPs is involved into the wound healing process.
\\n\\n
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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\r\n\tRecent scientific data describe insects as a great source of micro and macro nutrients with great digestibility and bio-availability. This book entitled "Insect as food" is an attempt to provide the latest and up-to-date information on various aspects of insect-based food products. The readers will definitely appreciate the capacity of insects as food for humans and feed for animals and livestock. The readers will enjoy topics related to the production and farming of insects. This book is a complete guide to producing insects at a large scale for livestock and food industries. This book will further discuss technological progress and emerging innovation incorporated into the insect product development sectors making this book a useful resource for those interested in large-scale production of alternate meat and protein analogs. Furthermore, insect-based bio-products as anti-aging constituents will also presented in this book. Finally, comprehensive studies on market development and sensory acceptability of insect foods from Asia and the rest of the world will also be welcomed in this book.
",isbn:"978-1-83768-272-0",printIsbn:"978-1-83768-271-3",pdfIsbn:"978-1-83768-273-7",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"3ca360f1592f80cbe79280ce265c0f12",bookSignature:"Dr. Umar Bacha",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11792.jpg",keywords:"Edible Insects, Reproductive Cycle, Nutritional Requirements, Consumer Perception, Antioxidant Compounds, Cricket Powder, Bioactive Compounds, Nutrition Profile, Extruded Insect Products, Insect Protein Production, Emerging Technology, Insect Proteins",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"June 1st 2022",dateEndSecondStepPublish:"June 29th 2022",dateEndThirdStepPublish:"August 28th 2022",dateEndFourthStepPublish:"November 16th 2022",dateEndFifthStepPublish:"January 15th 2023",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"2 months",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"Umar Bacha is an Associate Professor at the School of Health Sciences interested to delineate the cross-talks between metabolic cues and metabolic chronic diseases. He obtained his Ph.D. in Food Science and Human Nutrition at the University of Veterinary & Animal Sciences, Pakistan, and previously worked for Abbott Nutrition. He published many research papers in journals such as Food Science & Nutrition, Cellular and Molecular Biology, and The Lancet.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"244265",title:"Dr.",name:"Umar",middleName:null,surname:"Bacha",slug:"umar-bacha",fullName:"Umar Bacha",profilePictureURL:"https://mts.intechopen.com/storage/users/244265/images/system/244265.jpg",biography:"Umar Bacha is an associate professor at the School of Health Sciences, University of Management and Technology, Lahore, Pakistan. He obtained a BSc (Hons) in Biochemistry and an MPhil and Ph.D. in Nutrition. He has published several research papers and authored and co-authored several books. His fields of interest are nutrient and drug interactions, nutraceuticals, and public health. Dr. Bacha has several national and international awards to his credit.",institutionString:"University of Management and Technology",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"2",institution:{name:"University of Management and Technology",institutionURL:null,country:{name:"Pakistan"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"5",title:"Agricultural and Biological Sciences",slug:"agricultural-and-biological-sciences"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"225753",firstName:"Marina",lastName:"Dusevic",middleName:null,title:"Ms.",imageUrl:"https://mts.intechopen.com/storage/users/225753/images/7224_n.png",email:"marina.d@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact."}},relatedBooks:[{type:"book",id:"8036",title:"Healthcare Access",subtitle:"Regional Overviews",isOpenForSubmission:!1,hash:"84f870b3d688da8dd09779ef7507b850",slug:"healthcare-access-regional-overviews",bookSignature:"Umar Bacha, Urška Rozman and Sonja Šostar Turk",coverURL:"https://cdn.intechopen.com/books/images_new/8036.jpg",editedByType:"Edited by",editors:[{id:"244265",title:"Dr.",name:"Umar",surname:"Bacha",slug:"umar-bacha",fullName:"Umar Bacha"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9810",title:"Rural Health",subtitle:null,isOpenForSubmission:!1,hash:"0d76f29adf436c7bf1412bed141472c8",slug:"rural-health",bookSignature:"Umar Bacha",coverURL:"https://cdn.intechopen.com/books/images_new/9810.jpg",editedByType:"Edited by",editors:[{id:"244265",title:"Dr.",name:"Umar",surname:"Bacha",slug:"umar-bacha",fullName:"Umar Bacha"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6418",title:"Hyperspectral Imaging in Agriculture, Food and Environment",subtitle:null,isOpenForSubmission:!1,hash:"9005c36534a5dc065577a011aea13d4d",slug:"hyperspectral-imaging-in-agriculture-food-and-environment",bookSignature:"Alejandro Isabel Luna Maldonado, Humberto Rodríguez Fuentes and Juan Antonio Vidales Contreras",coverURL:"https://cdn.intechopen.com/books/images_new/6418.jpg",editedByType:"Edited by",editors:[{id:"105774",title:"Prof.",name:"Alejandro Isabel",surname:"Luna Maldonado",slug:"alejandro-isabel-luna-maldonado",fullName:"Alejandro Isabel Luna Maldonado"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10359",title:"Landraces",subtitle:"Traditional Variety and Natural Breed",isOpenForSubmission:!1,hash:"0600836fb2c422f7b624363d1e854f68",slug:"landraces-traditional-variety-and-natural-breed",bookSignature:"Amr Elkelish",coverURL:"https://cdn.intechopen.com/books/images_new/10359.jpg",editedByType:"Edited by",editors:[{id:"231337",title:"Dr.",name:"Amr",surname:"Elkelish",slug:"amr-elkelish",fullName:"Amr Elkelish"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2270",title:"Fourier Transform",subtitle:"Materials Analysis",isOpenForSubmission:!1,hash:"5e094b066da527193e878e160b4772af",slug:"fourier-transform-materials-analysis",bookSignature:"Salih Mohammed Salih",coverURL:"https://cdn.intechopen.com/books/images_new/2270.jpg",editedByType:"Edited by",editors:[{id:"111691",title:"Dr.Ing.",name:"Salih",surname:"Salih",slug:"salih-salih",fullName:"Salih Salih"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"57754",title:"Biological Activity and Implications of the Metalloproteinases in Diabetic Foot Ulcers",doi:"10.5772/intechopen.71725",slug:"biological-activity-and-implications-of-the-metalloproteinases-in-diabetic-foot-ulcers",body:'\nDiabetes mellitus (DM) is a set of metabolic disorders, characterized by the presence of persistently elevated blood glucose levels caused by a deficiency of insulin production or insulin resistance [1]. Chronic hyperglycemia is related to the appearance of microvascular complications, knowing as diabetic neuropathy (DN) that compromises the metabolism, inducing the formation of end products of advanced glycosylation and reactive oxygen species and reduction of the elimination of free radicals and endothelial dysfunction with neuronal damage. DN is a set of alterations that affect both the sensory and motor fibers as the autonomous system. Hyperglycemia is invariably associated with alterations in nerve conduction and the feet are highly susceptible to initiate phases of hypoesthesia. Vasomotor control is lost and blood flow to the extremity (vasodilation of the veins of the dorsum of the foot) is increased, but this flow is channeled into the skin and arteriovenous fistulas in the bone, which can cause hypoperfusion in other tissues. When normal capillary reflexes are lost, capillary hypertension of dependence and a decreased vasodilatory response to heat occur. Increased blood flow causes demineralization and bone osteopenia [2]. The diabetic foot ulcer (DFU) is the most common complication of lower limb DM. It is also the most disabling late complication of the disease. The World Health Organization (WHO) defines it as “a syndrome in which complications of a diverse etiology: neuropathic, vascular and infectious stemming from DM and predisposing to the suffering and development of ulcers.”
\nThere are more than 347 million people with DM in the world, of which 66% had DN in 2015, representing one of the principal causes of 22.6% total or partial lower extremities amputation [3]. DFU is considered as the major epidemic disease in the last decade; its etiological factors are DN and arterial disease. Neuropathy alone in 46%, ischemia in 12% being the most frequent neuroischemia (60%) and no risk factor identified in 12%. About 15% of diabetic patients will have ulcers in the lower extremities, half of these patients who have a single ulcer will subsequently develop another ulcer, and one third of these ulcers will cause limb amputation [4]. The worldwide DFU prevalence ranges from 1.3% to 4.8%. The current medical treatments for these chronic wounds continue to be somewhat opposed according to the country and the international guides that govern [5]. Part of the affections that these ulcers generate is in the extracellular matrix (MEC), where the matrix metalloproteases (MMP) are able to degrade all the components of MEC. The MMPs are indispensable for the healing process; among its functions is to eliminate the provisional extracellular matrix and facilitate migration to the wound center; they also participate in the remodeling of granulation tissue in the control of angiogenesis and the release of some growth factors [6, 7]. Different types of MMP expression patterns are present in a wound; it has been shown that immunity processes, such as cell migration, participate in the process of re-epithelialization and in the formation of scars [8]. Accordingly, the correct expression and regulation of MMPs are related with the healing process and therefore with a successful process of cicatrization.
\nThe MMPs belong to a family of zinc-containing endopeptidases are calcium dependent, capable of degrading and remodeling the proteins that form the ECM and carry out different biological and physiological functions; they are regulated by hormones, growth factors and cytokines [9]. Based on their specificity for the components of the MEC, MMPs are divided into collagenases, gelatinases, stromelysins and matrilysins. A numeric system has been adapted for the MMPs grouping them according to their structure and give place to eight different structural classes of MMPs. This system groups in five different groups those MMPs that are secreted, and in three groups to those MMPs according to their type of membrane, acquiring as MTP-MMP identification [10]. The first group of the minimal domain MMPs contains an amino-terminal signal sequence (Pre) that directs them to the endoplasmic reticulum, a propeptide (Pro) with a thiol group (SH) that interacts with the zinc and maintains them as inactive zymogens and a catalyst with a zinc binding site (Zn). The second group in addition to a minimal domain also contains a hemopexin-like domain that is connected to the catalytic domain by a hinge (H), which mediates interactions with the tissue inhibitors of the MMPs. The first and last of the four replicates in the hemopexin-like domain are linked by a disulfide bond (S-S). The third group of gelatinase-binding MMPs contains inserts resembling fibronectin (Fi) type II collagen-binding repeats. The fourth group of MMPs is furin (Fu) secreted and contains a recognition motif for serine and Fu type intracellular proteinases between their polypeptide and catalytic domains that allow intracellular activation by these proteinases. Within the fifth group is the vitronectin-like insert (Vn). The number group is included in membrane MMP (MT-MMP); these are conformed by a carboxy-terminal single chain (TM) transmembrane domain, a very short cytoplasmic domain (Cy). The seventh group has MMPs that are anchored in glycosylphosphatidylinositol (GPI), and within group eight MMP-23 is included, is membrane bound, has an N-terminal signal (SA) that targets the cell membrane, and therefore in a type II transmembrane MMP, and is characterized by a single domain of cysteine (CA) and immunoglobulin (Ig) [11]. This is shown in \nFigure 1\n [11].
\nDomain structure of MMP groups. All human MMPs show the signal peptide, the pro-domain and the catalytic domain. Pre = pre-domain (contains the signal peptide) and Pro = pro-domain, which contains cysteine sequence that complexes Zn2+ in the zymogen form. The catalytic region contains the center domain. Fr = furin cleavage, Fi = fibronectin repeat, Vn = vitronectin-like insert, Cy = cytosolic, CA = cysteine array, Hemopexin = hemopexin domain, IgG-like = Ig-like domain, TM = transmembrane domain and GPI = glycosylphosphatidylinositol anchor. The hemopexin domain is linked to the catalytic center by a hinge region.
In mammalian, MMPs are inhibited by four metalloproteinase tissue inhibitors (TIMPs), which are endogenous regulators of MMP family proteins, whose function is to determine the influence of ECM, cell adhesion molecules, cytokines, chemokines and growth factors. TIMPs are formed by an amino-terminal (N-terminal) domain, which is the inhibition domain that binds to the active site of MMPs, and a subdomain C. The capacity of these TIMPs to inhibit MMPs is due to the interaction in the N-terminal domain that binds within the cleft of the active site of the target MMP. The C-domain has two parallel β strands that are connected by an α-helix to two anti-parallel β strands. This structure provides the ability of TIMPs to interact with the hemopexin domain of some MMP [12].
\nThere are four TIMP family members: TIMP-1, -2, -3 and TIMP-4; each of its N and C domains, in their final position, possess six cysteine residues, which constitute three disulfide domains. The N-terminal region is assembled into the catalytic domain of MMPs where the action of MMP will be inhibited; in the case of the C region, it binds to the proformas of a domain called hemopexin C—in its terminal position for the case of the MMP-2,9 and thus binds to a pro-enzyme complex inhibitor. For TIMP-2, this binds specifically to the surface of the cell with TIM-1MMP and pro MMP-2, this to carry out the activation of the pro-MMP-2 in a simple way [13]; as consequently, TIMP-2 is an inhibitor that also functions as an activator of MMPs. The four TIMPs can inactivate the already active MMPs, but they will not do so with the same effectiveness. MMP-1,3,7 and 9 are inhibited by TIMP-1, in the case of TIMP-2 inactive to MMP-2. TIMP-3 is inactivating MMP-2,9 but similarly to the ADAM group, finally TIMP-4 inactivates MT1-MMP and MMP-2. Therefore, in regard to the function of TIMPs is the regular proteolysis activity and in those functions related to the activities of the MMPs [14]. The role of TIMP1 is expressed in mammalian tissues, specifically in reproductive organs; TIMP2 is constitutively expressed in most tissues, but not inducible by growth factors and TIMP3 is expressed in tissues as a matrix protein. TIMP4 is expressed relatively in heart, ovary, pancreas, colon and testes [12], where they observed the specific expression constitutively or inducible, which is regulated at transcriptional level by cytokines and growth factors [15]. It has been proposed to have a relevant role in processes including cell proliferation, adhesion and migration and/or apoptosis by cutting bioactive molecules that modulate these processes [16]. MMPs modulate biological processes during pathophysiological events, such as skeletal formation, angiogenesis, cell migration, inflammation, wound healing, coagulation, pulmonary and cardiovascular diseases, arthritis and cancer. They have been identified in human degrading components of ECM, cellular receptors and cytokines [17].
\nIn normal physiological conditions, the activity of MMPs is accurately regulated at four levels. (1)
Wound repair is a physiological event, in which tissue injury results in a repair process that finally leads to restoration of structure and function of the tissue [25]. During wound healing, the degradation of the components of the ECM by MMP is necessary to remove and rearrange the provisional matrices and allow cell migration [26]; thus, basal keratinocytes are the predominant source of MMP. Cutaneous wound repair can be divided into three overlapping phases: (i) formation of fibrin clot followed by inflammation, (ii) re-epithelialization and granulation tissue formation and iii) matrix formation and remodeling [27].
\nThe first step for wound repair is a fibrin clot formed through platelet aggregation and blood coagulation. The coagulation cascades are initiated by coagulation factors of the injured skin, this by means of the extrinsic system. The thrombocytes are activated to generate aggregation by means of exposed collagen, this being controlled by the intrinsic system. Following this, the injured vessels continue with a vasoconstriction of 5 or 10 minutes, being triggered by platelets; this to reduce blood loss and begin to fill the void of tissue that was generated by the wound through a compound clot cytokines and growth factors [28]. Vasoconstriction generates clots, followed by vasodilation, where thrombocytes invade the wound matrix on a provisional basis [27]. The formed clot contains fibrin molecules, fibronectin, vitronectin and thrombospondin, forming the provisional matrix as a scaffold structure for the migration of leukocytes, keratinocytes, fibroblasts and endothelial cells [29]. Platelets influence leukocyte infiltration; this is mediated by the synthesis of factors for chemotaxis. Platelets and leukocytes release cytokines and growth factors for activation of the inflammation process. The interleukins IL-1α, β, IL-6 and TNF-α are involved, such as FGF-b, IGF, TGF-β are involved in the process of collagen synthesis, factors such as FGF-B, VEGF subunit A, HIF-1 and TGF-β are involved for angiogenesis and for the EGF, FGF-b, IGF, TGF-α [30]. See \nFigure 2\n.
\nWound repair phases. The wound repair phases involve: 1. Formation of the clot. The fibrin clot is being formed through platelet aggregation, coagulation cascades, fibrin molecules, fibronectin, vitronectin and thrombospondin to form a temporary scaffold for the initiation of leukocyte, keratinocyte, fibroblast and endothelial cell migration. 2. Proliferative phase. The platelets initiate the synthesis of MMPs 1, 2, 3, 9; MMP-1 and MMP-2 generate a balance in the adhesion of platelets and secrete PDGF initiating the migration of neutrophils, macrophages and growth factors. This generates the stimulation of different types of collagen, which are separated with the help of MMP-9. This stimulation of collagen is given by fibroblastic cells to begin the healing process and cover the surface of the wound. 3. Remodeling phase. In the remodeling of granulation tissue, there is an increase in the synthesis of collagen generating a decrease in fibroblasts. The keratinocytes initiate their migration to the clot through the granulation tissue to initiate tissue repair.
In the proliferation phase, the main focus of the healing process is to cover the wound surface, to form granulation tissue and to restore the vascular network. After to tissue injury, platelets are recruited to the injury site to stop the bleeding. Platelets also release platelet-derived growth factor (PDGF) that initiates the migration of neutrophils and macrophages, in addition to causing the synthesis of growth factors and related cytokines in wound healing [31]. This factor is also involved in the stimulation of collagenase and in fibroblastic cell of human skin, with MMP-8 being more frequent in tissue damage [18]. The MMP-1,2,3,9 are synthesized by platelets; the function of MMP-1,2 aid in the balance of platelet adhesion and the conglomeration thereof [27]. In the inflammatory process, cells such as neutrophils are involved in the wound to protect infections and generate the synthesis and stimulation of MMP-8, being necessary for wound debridement and division of damaged type I collagen; the MMP-9 also participates by separating the collagen types that also participate (IV, V and X) [5].
\nThrough the control of regulatory cytokines such as IFN-γ and TGF-β, the synthesis of collagen, fibronectin and other basic substances necessary for the healing of fibroblast wounds represents the basis for the new connective tissue matrix. Therefore, the migration of local fibroblasts along the fibrin network and the initiation of re-epithelialization from the wound edges, neovascularization and angiogenesis are activated by capillary sprouting [27]. This process is activated by signaling pathways of epithelial and non-epithelial cells at the wound edges, which release a myriad of different cytokines and growth factors such as EGF, KGF, IGF-1 and NGF [30].
\nIn the process of re-epithelialization participate, the laminin is a component basal of the epithelium and plays roles in cell adhesion, migration, proliferation, differentiation and angiogenesis. There are 15 isoforms of laminin, of which laminin-5 is specific to epithelial cells. Laminin-5 has been shown to promote keratinocyte migration and induction of MMP-9; cell motility depends on MMP-9 activity, indicating that MMP-9 plays a role in re-epithelialization [32]. It is known that MMP-2 and MMP-14 cleave laminin-5 [33, 34] generating a fragment that binds to the epidermal growth factor receptor (EGF), which stimulates cell migration. The released FGF-2 from macrophages binds to heparan sulfate, which induces the growth of fibroblasts and endothelial cells [30]. Platelets and macrophages release vascular endothelial growth factor (VEGF), stimulating proliferation and migration of endothelial cells, as well as keratinocyte migration where are involved the MMP-1, MMP-2, MMP-9, and MMP-13 this plays a critical role in wound healing [35, 36].
\nRemodeling is the last phase of wound healing and occurs from day 21 to 1 year after injury. The collagen synthesis increases throughout the wound, whereas fibroblast proliferation decreases successively, adjusting a balance between synthesis and degradation of ECM [37]. This shows a signal. It gives a retraction and reorganization of filaments in the intracellular tone towards cell migration, where the keratinocytes migrate into the fibrin clot by infiltrating the upper layers of the granulation tissue [38]. The onset of granulation tissue repair is stopped by apoptosis, since in an old wound it is characterized by the absence of vascular structures within it and by having only ECM and having absence of cells [39]. In the case of maturation of a wound, type III collagen is displaced by collagen type I [40]. In the early stages of the remodeling phase, the provisional wound matrix contains predominantly fibrin and fibronectin, which are subsequently replaced by proteoglycan and collagen type I and III molecules, increases the tensile strength of the scar matrix. Fibroblasts are stimulated to transform into myofibroblasts that contract the wound matrix. At the end of the remodeling stage, the high density of blood vessels and myofibroblasts decrease with apoptosis. At the end of the process, the wound is completely closed [41, 42].
\nThe proteolytic degradation of ECM is necessary in many stages of wound repair, such as interim matrix degradation, angiogenesis, keratinocyte migration and remodeling of granulation tissue ECM [43]. MMP-28 and MMP-19 are found in keratinocytes in the basal strata and suprabasals of healthy skin in an
MMP-1 is important in the process of migration of keratinocytes into native type I collagen and its synthesis, which is being generated by α2β1 integrin [24]. In humans, the α2β1-MMP-1 complex is to function as a motor stimulating migration of keratinocytes on type I collagen during re-epithelialization. Subsequent to the initiation of re-epithelialization, a new basement membrane is generated; here, the expression of MMP-1 in epidermis is arrested by cellular junctions with basement membrane proteins [47]. The role of MMP-1 in the wound healing process has been demonstrated in murine models, where there has been a delay in total wound [48].
\nCollagenase-3 (MMP-13) has been found in human skin, and it is related to the role of wound healing in the dermis. MMP-13 is synthesized by fibroblasts in those human cutaneous fetal wounds [49]. MMP-1 and MMP-13 can also regulate the survival of fibroblasts during dermal wound healing (affecting fibroblasts), which is mediated by matrix shrinkage and matrix rigidity [50]. MMP-8 is expressed by neutrophils, being stored in the cellular granules and being secreted to the outside by the activation thereof. In excessive skin wounds, the MMP-8 is overexpressed [52]. Some experimental models in MMP-13-deficient knockout mice demonstrate that there is a MMP-13 compensation for MMP-8, demonstrating a delay in wound healing due to impaired re-epithelialization, low level of infiltration of neutrophils and a persistent inflammatory syndrome [51, 52].
\nThe stromelysins, MMP-3 and MMP-10, are expressed by epidermal cells during wound repair in human and mouse wounds. MMP-3 is expressed by the basal proliferating keratinocytes behind migrating cells, whereas MMP-10 migration occurs by keratinocyte leaf [53]. MMP-3 can destroy substrates of the ECM, basement membrane proteins, in addition to increasing the activity and availability of cytokines and growth factors such as FGF-b and HB-EGF [22]. This poses a role for MMP-3 in the organization of the new basement membrane and in the involvement of cell migration and proliferation. The remodeling of the basement membrane after re-epithelialization, and degradation of the fibrin containing the provisional matrix, MMP-9 may be involved in the final adjustment of the epidermal tissue after wound healing by remodeling the cell [54].
\nMMP-2, 9, MT1-MMP and MMP-19 are synthesized in endothelial cells [55, 56]. Within these, MMP-2 and 9 have key participation in physiological aspects such as those tumorigenic and angiogenic processes [57]. These MMPs are responsible for degrading components of the vascular basement membrane, which is essential for the generation of new blood vessels. These MMPs physiologically participate in the activation of growth factors and cytokines related to angiogenesis [30]. MT1-MMP when involved in the generation of blood vessels is related to fibrinolytic and collagenolytic activity to generate invasion of these new vessels by crossing fibrin barriers in the stroma of damaged tissue [58]. MMP-19 is involved in the proliferation of epithelial tissue, endothelial cells, fibroblast cells and microvascular cells in macrophages [59]. See \nFigure 2\n.
\nChronic wounds are defined as wounds where healing is delayed due to one or more factors. Depending on the etiology, a wound is considered to be chronic if it is still present after 4–6 weeks [60]. Such wounds may from the outset show chronic features, for example leg ulcers, pressure ulcers (PUs), DFUs and amputation stumps, or may initially be acute in nature (such as surgical wounds and traumatic wounds) and become chronic after several weeks of stagnation due to the patient’s general condition or inappropriate care; they may last for several months or years.
\nThe MMPs implicated in the wound healing process are listed in \nTable 1\n.
\nType of MMPs | \nSubgroup of MMPs | \nMetalloprotease | \n
---|---|---|
Soluble gelatinases | \nGelatinases | \nMMP-2: Gelatinase-A | \n
MMP-9: Gelatinase-B | \n||
Archetypal MMPs | \nCollagenases | \nMMP-1: Collagenase-1, interstitial collagenase | \n
MMP-8: Collagenase-2, neutrophil collagenase | \n||
MMP-13: Collagenase-3 | \n||
\n | Metalloelastase | \nMMP-12 | \n
\n | Stromelysins | \nMMP-3: Stromelysin-1 | \n
\n | \n | MMP-10: Stromelysin-2 | \n
\n | \n | MMP-11: Stromelysin-3 | \n
Matrilysins | \nMatrilysins | \nMMP-7: Matrilysin | \n
\n | \n | MMP-26: Matrilysin-2 | \n
The main MMPs is involved into the wound healing process.
MMP, matrix metalloproteinase.
Chronic wounds present higher levels of protease activity than acute wounds. This has been demonstrated through comparative trials analyzing MMP levels in different populations. Chronic wounds, including venous leg ulcers (VLUs) [40, 61, 62], DFUs [63, 64], PUs [65] dehiscent surgical wounds and acute wounds that have become chronic, were found to have elevated MMP activity.
\nThere is evidence that associates DM to changes in the foot structure, including abnormalities in fiber structure and organization, increased tendon thickness, volume and a tendency of impairing biomechanical properties [66]. Interestingly, these alterations may represent features of the ECM, which is in a constant state of dynamic equilibrium between synthesis and degradation. Besides the relevance of MMPs in the ECM and their role in the pathophysiology, data linking these proteases to the development and progression of diabetic disorders are still scarce. It has been found strong expression of MMP-13 and MMP-3 in diabetic foot ulcer both in diabetic and healthy, whereas MMP-13 expression was upregulated and MMP-3 expression decreased in the diabetic ulcer healing model. Moreover, upregulation of MMP-9 and MMP-13 and increased enzymatic activity of MMP-9 in a model
As a result, it was obtained that at high glucose concentrations collagen degradation is induced by overproduction of MMPs, which leads to a vulnerable tissue [68]. Adding the MMPs also to the process of generation of diabetic fibrosis, this being a pathology differentiated by the excess of MMPs in the ECM generating changes in the same. This is a result of an imbalance between MMPs and TIMPs activity tissue such as hyperglycemia, dyslipidemia and hypertension [69], but increased production of collagen and other ECM components may also be involved. In fact, recruitment of inflammatory cells have been connected to dysregulation of homeostasis fibroblasts followed by secretion of ECM proteins, which results in an increased turnover and remodeling of the ECM. Moreover, MMPs are able to increase release of TGF-β1, which results in fibroblast cell proliferation and collagen I degradation [70]. Therefore, the relationship between MMP/TIMP may be associated with the development of diabetic ulcer as a consequence of poor regulation of ECM [69]. It is known that during DM there is no efficient wound healing; this being a consequence of the complications that occur in the metabolism and being a greater production of gelatinases in diabetes as a result of a period of inflammation [71]. MMPs are present in the degradation of the ECM, but also participate in the recovery of the trauma and promoting the renewal of the tissue. Likewise, the relationship with collagen is involved in the pathogenesis of the diabetic ulcer, implying poor tissue regeneration through a decrease in MMP-3 [71].
\nPersistent hyperglycemia in the blood of diabetic patients induces the majority of the micro- and macrovascular complications associated with DM [20] and increases MMP activity directly or indirectly through oxidative stress or advanced glycation end products (AGEs) [72, 73]. An increased activity of MMPs may initiate the development of diabetic peripheral arterial disease. Hyperglycemia affects the regulation of MMP/TIMP and increases the activities of MMP-1, MMP-2 and MMP-9 in vascular cells, stimulating the degradation of the ECM and causing an imbalance in diabetes [74]. An increase in expression of MMP-2 and MMP-9 as well as protein expression of TIMP-1 may be a resulting factor in impaired wound healing and might provide an explanation for human arterial vasculature in type 2 DM [73].
\nThe significantly higher levels of MMP in patients with metabolic syndrome as compared with normal individuals indicate that such patients may have high tendencies of developing other physiological problems [75]. The process of wound healing necessitates ECM degradation to be controlled; thus, an imbalance between ECM formation and the degradation process could lead to the development of chronic ulcers or fibrosis [76]. Cellular and biochemical imbalances, tissue damage, or other disease conditions may present varied effects in the healing process. This also upsets the proteases, cytokines, and growth factors leading to an absence or delay of wound closure preventing successful skin repair [72].
\nEnzyme activity affected by hyperglycemia disrupts the expression of MMPs in diabetes, and this generates an increased proteolytic environment provoked by an alteration in MMPs and TIMPs that affects patients with diabetic ulcers [77]. In healthy tissues, the levels of MMPs and TIMP are low; however, their synthesis and the activation of these are stimulated at the time of the remodeling of a tissue. In healthy skin, only the constitutive MMP-3, 7, 19, 28 and TIMP-1 expression has been documented [78]. Increased levels of MMP-1, MMP-8 and MMP-9 have been associated with a slow epithelial regeneration to heal wounds, with relatively low TIMP levels. MMP-9 degrades fibronectin into fragments, which further activates MMP, cell migration and proliferation. This provokes white blood cell infiltration, tissue damage and continuous inflammation. MMP-1, MMP-8 and MMP-9 are highly expressed in venous wounds in the absence of TIMPs [79, 80]. In addition, overexpression of MMP-9 and MMP-2 has been found in serum of patients with metabolic syndrome. The altered expression of MMPs may provoke pathogenesis in several tissues [75, 81]; the altered gene expression in MMP-9 is a cause of non-healing diabetic ulcers, being augmented in diabetic patients and not found in healthy patients [52], and MMP-1, MMP-2, MMP-8 and MMP-9 were highly expressed in normal and chronic diabetic wounds with a decrease in TIMP-2 [63]. This could be due to high proteolytic surroundings promoting poor healing in diabetes. Similarly, there was an overexpression of MMP-1 and MMP-9, as well as TIMP-1, in keratinocytes derived from foot ulcers in diabetic type 1 patients, supporting the theory on the upregulation of MMPs and TIMPs in diabetic foot ulcers [78]. Increased expression of MMP-9, TNF-α and other growth factors in DFUs has been found and concluded that they could be linked with slow-to-heal ulcers in diabetics and therefore a target for new therapeutic management [71].
\nAscertained that MMPs and TIMPs are elevated in chronic wounds; however, they may also play a role in determining the level of chronicity. Yadav et al. [75] elucidated that chronicity is associated with an increase mainly in MMP-9 and MMP-8 and elastase activity that may eventually alter collagen synthesis and the release of growth factor and cytokines into the site of injury [82].
\nMMPs are associated with wound healing. Investigating its expression in chronic wounds helps to generate a better evaluation in the prognostic aspect for diabetic foot ulcers; in this way, this knowledge assists in the investigation of aspects for the inhibition of these. DFUs often fail to heal, and the mechanism is not well explained. Normal wound healing is a complex process involving a highly orchestrated cascade of events that include hemostasis, inflammation, proliferation, angiogenesis and remodeling. In each of these events, the ECM interacts with growth factors and cells. Delayed healing is characterized by an increase in MMPs and a decrease in the levels of TIMPs and growth factors (specifically transforming growth factor TGF-β). MMPs and TIMPs are synthesized by cells associated with wound healing, where their concentrations vary according to the stage of healing in which the wound is found [83, 84].
\nInvestigations on DFU wounds are limited by appearance to obtain tissue biopsies. The wounds secrete liquid, which can be obtained in a non-invasive way for the patient, solving the problem a little for future investigations. The use of wound secretion is supported by previous investigations, where a high bacterial count has been demonstrated, and this of course resulting in poor wound healing [85]. High concentrations of MMP-9 have been demonstrated, giving a prediction that would lead to poor healing in DFU. Although the mechanism that generates the increase of MMP-9 is not yet known, it is associated with the inflammatory syndrome, since MMP-9 is being synthesized by neutrophils and macrophages [86]. It has been found in previous studies that the high bacterial count in the wound despite the absence of infection is indicative of poor wound healing [85]. Generating the hypothesis about a high bacterial count and high concentrations of MMP is also related to poor healing. It has also been demonstrated a statistically significant relationship between the MMP-1/TIMP-1 and the favorable healing [87]. MMP-1 is the main responsible for healing collagenase-related due to the benefit it brings to complete the proliferative phase; this has shown that degradation of collagen I is required for keratinocyte migration, which involves re-epidermization [24, 88]. Other studies of MMP have studied the role of MMP-2; however, it is not yet clear, due to variations in expression or concentration levels. This proposes the role of MMP-2 at least in chronic wounds, because MMP-2 is known to be synthesized by fibroblasts that are secreted in the proliferative phase where inflammation predominates [89, 90].
\nIt is reported that the dynamic changes on the content and activity of MMP-2 and/or TIMP-2, are secreted by fibroblasts majorly, play much essential parts in the normal healings, especially during the midterm and later phases, including accelerating revascularization, granulation tissues regeneration as well as the connective tissues reformation and safeguarding the normal dermis to some extent [91]. Owning to the decreased content and/or activity of growth factors and the disturbed balance of MMPs/TIMPs system, which results in excessive solvent activity and then reduced content or damaged structure of the growth factors and ECMs, the diabetic cutaneous ulcers are always poorly healed. MMP-2 is found to be excessively generated while TIMP-2 is deficiently secreted in diabetic chronic wounds, and the pathologic imbalance may bring about retarded progress of tissue regeneration and revascularization [86]. The efficacy of autologous platelet-rich gel (APG) on refractory wounds in the healing mechanism is recognized [92, 93] including upregulating the content of many growth factors and releasing antibacterial peptides [94]. Furthermore, in some basic researches, TGF-β1 has been reported to inhibit the generation of MMP-2 by depressing its genetic transcription and enhance that of TIMP-2 meanwhile [5]. In preliminary clinical studies, the local concentration of TGF-β1 increases after APG treatment [95]. This has been proven and reported, where APG treatment may suppress the expression of MMP-2 and promote that of TIMP-2 in the diabetic chronic refractory cutaneous wounds and furthermore decrease the ratio of the MMP-2/TIMP-2, and TGF-β1 may be related to these effects [96].
\nThe photobiomodulation (PBM) is a noninvasive form of light therapy for wound healing, whereby several biological, chemical and cellular processes are stimulated to speed up healing; investigations carried out demonstrated PBM to enhance wound healing [97]. The biostimulatory effect of PBM in the near infrared (NIR) range modulates wound healing events in various cells. This generates an increased collagen activity twofold, increased MMP-2 activity, upregulated MMP-1 and TIMP-2 expression and down regulated MMP-2 and IL-1β [98]. These findings are of therapeutic importance in situations with depleted smooth cells, weakened ECM and increased pro-inflammatory markers as major pathological components. The PBM is able to alter the expression of MMPs in diabetic wounds and enhance collagen production; however, experiments done on human skin demonstrated variations in gene expression in the fibroblasts [99]. Yadav et al. (2014) found that PBM altered 49 genes involved in the ECM in vitro, with genes in a diabetic wounded cell model mostly downregulated, among which were MMP-1, MMP-2, MMP-8, MMP-12, MMP-14 and MMP-16 [75]. PBM is known for its stimulatory effects and promotes MMP activity and gene expression; hence maintaining a dynamic balance between the proteolytic activity and degradation could be a target for therapeutic advancement [99]. However, its effect on various matrix proteins still needs to be further understood.
\nIn the course of the regeneration of a lesion, degradation in the formation of blood vessels is necessary, also so that there is adequate cell migration and a proteolysis of the ECM to obtain a remodeling of granulation tissue. Consequently, the degradation is under a precise and strict control, where the loss of homeostasis between ECM deposition and proteolysis results in a significant failure in wound healing, as occurs in DFUs. MMPs play a significant role in tissue remodeling; their role in normal and abnormal wound healing is not well characterized. The MMPs are known for degradation of the ECM and have been shown to be upregulated in most pathologies; in the case of DFUs, they have been recognized as predicting and its expression may show alterations in the tissues, serum, plasma or fluid of wounds identify the mechanisms involved in wound healing and thereby to intervene proactively to prevent the normal wound from becoming chronic and later in diabetic ulcer or amputation and if this progress may lead to death.
\nThis work was funded in part by CONACyT: INFR-2014-01-225520, INFR-2015-01-254106, PDCPN-2015-01-63, SEP-CONACYT-CB-2015-258316 and SS/IMSS/ISSSTE-CONACYT-2016-01-273144. The first author wants to thank the CONACyT doctorate scholarship, with scholarship holder number 695781.
\nNeonatal hyperbilirubinemia is defined as a total serum bilirubin level >5 mg/dL (86 μmol/L). This is a frequently encountered problem during the first week of life that affects approximately 60% of term and 80% of preterm babies [1, 2]. About 10% of breastfed babies are still jaundiced at 1 month of age [1]. The yellowish coloration results from deposition of unconjugated bilirubin pigment into the skin and mucous membranes [2]. Generally, neonatal jaundice is considered a transitional phenomenon without noticeable clinical impact, related to hepatic, red cell, and gastrointestinal immaturity [1, 3]. However, hyperbilirubinemia in the newborn period can be associated with severe illnesses such as hemolytic disease, metabolic and endocrine disorders, anatomic abnormalities of the liver, and infections [2]. Acute bilirubin-associated neuropathy caused by a dangerous rise of the total serum bilirubin level can often progress into a chronic neurologic condition characterized as kernicterus. The latter is characterized by a severe athetoid cerebral palsy, auditory and visual problems, dental enamel dysplasia, and, less frequently, intellectual and other dysfunctions [1, 2, 4, 5]. Neonatal hyperbilirubinemia develops as an interaction between environmental and genetic factors; however, growing attention is turned to the genetically determined conditions. Gene variants related with neonatal hyperbilirubinemia are those that encode the erythrocyte enzyme glucose-6-phosphate dehydrogenase (G6PD), the hepatic isoenzyme uridine diphosphate (UDP) glucuronosyl transferase 1A1 (UGT-1A1), as well as the hepatic solute carrier organic anion transporter 1B1 [6, 7, 8].
\nNeonatal hyperbilirubinemia results from a predisposition to a higher production of bilirubin in newborn infants and their limited ability of bilirubin excretion [9].
\nNewborns, especially preterm newborns, have higher rates of bilirubin production than adults, because they have a higher red cell turnover and a shorter life span. Newborns produce bilirubin at a rate of approximately 6–8 mg per kg per day which is more than twice the production rate in adults [2].
\nOther limitations that are evident in newborn infants are decreased hepatic uptake of bilirubin from plasma due to decreased ligandin and limited ability to conjugate bilirubin due to decreased activity of the hepatic conjugating enzyme UDP glucuronosyl transferase (UGT-1A1) [9, 10]. The products of the conjugation reaction are transferred via the bile into the intestines. In the newborns’ intestines, considerable amount of the conjugated bilirubin is hydrolyzed back to unconjugated bilirubin. This reaction is catalyzed by the enzyme beta glucuronidase. The unconjugated bilirubin is reabsorbed back into the bloodstream by means of the enterohepatic circulation, thus adding an additional bilirubin load to the already-overstretched liver. Hence, enterohepatic circulation of bilirubin represents an important contributor to neonatal jaundice [10].
\nAll the abovementioned features in the newborn infants’ bilirubin metabolism contribute concurrently to the appearance of physiologic neonatal jaundice.
\nPhysiologic jaundice refers to the transient increase of the serum bilirubin in term infants during the first week of life, followed by a constant decrease over the next few weeks to normal levels found in adults. Average peak serum bilirubin levels (TSB) found in physiologic jaundice vary between 5 and 6 mg/dL (86 and 103 μmol/L). Exaggerated form of physiologic jaundice is considered when levels of TSB extend to values of 7–17 mg/dL (104–291 μmol/L) [9]. And, when serum bilirubin levels increase above 17 mg/dL (291 μmol/L) in term infants, a pathologic cause of jaundice should be pursued [2, 9].
\nAccording to the mechanism of accumulation of bilirubin, causes of neonatal indirect hyperbilirubinemia are classified into three categories (\nTable 1\n).
\n
\n
And finally, the third mechanism of jaundice marked by
Increased bilirubin load | \nDecreased bilirubin conjugation | \nImpaired bilirubin excretion | \n
---|---|---|
Hemolytic causes \n
\n
Red blood cell enzyme defects (G6PD deficiency, pyruvate kinase deficiency, other deficiencies) Hemoglobinopathies (alpha thalassemia, beta thalassemia) Unstable hemoglobins: congenital Heinz body hemolytic anemia Drugs (vitamin K) Sepsis | \nPhysiologic jaundice Crigler-Najjar syndrome types 1 and 2 Gilbert syndrome Hypothyroidism Breast-milk jaundice G6PD deficiency | \n\n
\n
\n
\n
\n
| \n
Non-hemolytic causes \n
\n
\n
| \n\n | \n |
Even though being of great clinical importance, hyperbilirubinemia neurotoxicity effects on the cellular level are not entirely understood. It has been established that the mitochondria could be the primary target of the bilirubin neurotoxicity as evidenced by uncoupling of oxidative phosphorylation. Additional effects expressed in neuronal tissue include inhibition of DNA synthesis, induction of DNA strand breakage, inhibition of protein synthesis, and changes in neurotransmitters’ synthesis and function. Experiments in immature rats have shown association between hyperbilirubinemia and impaired cerebral glucose metabolism [9].
\nOf specific clinical importance is to recognize the risk factors associated with brain damage in newborn infants with significant hyperbilirubinemia. According to the 2009 AAP recommendation, neurotoxicity risk factors are isoimmune hemolytic disease, G6PD deficiency, asphyxia, sepsis, acidosis, and albumin <3.0 mg/dL [17]. The neurotoxicity risk factors are used in making the decision when to initiate phototherapy or perform an exchange transfusion. These interventions are recommended at a lower bilirubin threshold level in the presence of any of the neurotoxicity risk factors [17].
\nPrematurity represents a well-recognized predisposition to development of jaundice. In premature newborns the rise of the total serum bilirubin tends to be slightly slower but of longer duration than term newborns [18]. There is still insufficient amount of evidence-based data to provide recommendations for treatment in this group of patients. Recommendations are mainly based on consensus agreement-based guidelines on the safe spectrum of thresholds [19, 20]. Bilirubin neurotoxicity has been associated with prematurity; however, birth weight and gestation are not the sole variables predictive of the neuronal damage. Other factors such as the presence of a concurrent neonatal disease, sepsis, cholestasis, drugs that alter the albumin-bilirubin binding, or the use of total parenteral nutrition have been found to enhance the risk of neurotoxicity. Moreover, premature newborns have similar but often more subtle clinical manifestations of acute bilirubin encephalopathy than term infants [21, 22, 23]. For all the abovementioned reasons, it is reasonable to observe premature newborns as a distinct entity of neonatal jaundice and not assign them to an “undetermined etiology” group as done by certain authors [16].
\nThis term refers to the neurologic consequences of the deposition of unconjugated bilirubin in brain tissue with subsequent damage and scarring of the basal ganglia and brainstem nuclei. Determinants of the neurotoxic effect of bilirubin are the duration of exposure and the concentration of bilirubin in the brain. Poor correlation exists between serum bilirubin level and bilirubin encephalopathy in the absence of hemolysis [9]. Other important determinants of bilirubin influx in the brain are the bilirubin-binding capacity of albumin and the integrity of the blood-brain barrier. If the serum unconjugated bilirubin level exceeds the bilirubin-binding capacity of albumin, unbound lipid-soluble bilirubin crosses the blood-brain barrier. Conditions that alter the permeability of the blood-brain barrier such as sepsis, acidosis, hypoxia, hyperoxia, hypoperfusion, and hyperosmolality can potentiate bilirubin entry in the brain [2, 9]. Differentiating neurons are particularly sensitive to bilirubin-related injury; therefore, premature newborns are more susceptible to the effects of bilirubin deposition in the brain [9]. For the purpose of greater consistency when defining bilirubin-induced neurological damage, it has been recommended to separate the terms “acute bilirubin encephalopathy” and “kernicterus.” The former is used to describe the acute manifestations of bilirubin toxicity in the first weeks of life, whereas the latter is reserved for the chronic and permanent clinical sequelae of bilirubin toxicity [4]. The exact bilirubin concentration associated with kernicterus in the healthy term infant is unpredictable. Toxicity levels may vary among ethnic groups, also with maturation of an infant, and in the presence of hemolytic disease. The clinician’s concerns of possible bilirubin toxicity should rise in the presence of bilirubin >25 mg/dL (428 μmol/L) in the term newborn without hemolysis and > 20 mg/dL (342 μmol/L) in the term newborn with hemolysis [2]. The early phase of acute bilirubin encephalopathy is characterized by lethargy, hypotonia, and poor sucking. In the intermediate phase, irritability and hypertonia develop. The infant may develop a fever and high-pitched cry, which may alternate with drowsiness and hypotonia [4, 24]. The hypertonia is demonstrated by backward arching of the neck (retrocollis) and trunk (opisthotonos). The advanced phase is characterized by pronounced hypertonia, apnea, and fever, deep stupor to coma, sometimes seizures, and death. Features of chronic bilirubin encephalopathy (kernicterus) include athetoid cerebral palsy, hearing loss, visual and dental problems, and moreover intellectual and other handicaps [1, 2, 4, 5, 9, 10].
\nLaboratory evaluation of jaundice is directed by the age of the newborn. The first step in evaluation, for a newborn jaundiced in the first 24 hours of life, is to perform total serum bilirubin (TSB) or transcutaneous bilirubin (TcB) measurement [2, 4, 10]. Transcutaneous bilirubin (TcB) can be a powerful and noninvasive screening tool for bilirubin estimation with reported close correlation to TSB measurement in different populations [10]. When jaundice appears excessive for newborn’s age, a TSB should be obtained. In infants under phototherapy and TSB above the 75th percentile or rising rapidly (i.e., crossing percentiles), it is recommended to extend the diagnostic workout by performing additional tests such as complete blood count and smear, reticulocyte count, blood grouping, and Coombs test as well as end-tidal carbon monoxide levels. In cases of specific ethnic origin or positive family history, analysis of G6PD and pyruvate kinase deficiencies is considered. Once direct (or conjugated) bilirubin level is elevated, urinalysis, urine culture, and evaluation for sepsis are recommended. As per jaundice persisting beyond the third week of life, a diagnostic protocol for identification of cholestasis causes should be followed [2, 4, 10].
\nIt is a standard method for treatment of hyperbilirubinemia that is applied when bilirubin levels exceed gestation and hour-specific treatment thresholds [1, 4, 9, 25, 26, 27]. It is effective through photoisomerization of bilirubin to a water-soluble product that is readily excreted via bile or urine. The efficacy depends on the wavelength and the dose of the delivered light, as well as on the illuminated skin surface area [9, 27]. Specific phototherapy treatment graphs have been developed to address the phototherapy needs in term and in preterm babies [10, 26, 27]. General measures are involved concurrently to phototherapy such as maintenance of fluids and treatment of underlying disease cause such as infection [27].
\nIt is a method for rapid elimination of the bilirubin and the circulating antibodies from the circulation, therefore most beneficial in cases of ongoing hemolysis. Small amount of blood are removed through a central venous catheter and replaced with the same amount of donor red blood cells suspended in plasma. The procedure is repeated until twice the blood volume of the newborn is replaced with the donor blood. This procedure involves multiple complications among which most pronounced are graft-versus-host disease, necrotizing enterocolitis, and portal thrombosis [1, 9]. Although being the first therapy for severe jaundice, this intervention is becoming virtually obsolete and reserved only for cases of severe hyperbilirubinemia that could not be managed by intensive phototherapy. Likewise phototherapy, exchange transfusion treatment threshold graphs have been devised for term and preterm gestations to serve as clinical guidance for initiation of therapy [10, 26, 27]. Exchange transfusion should only be performed in highly developed neonatal intensive care units (NICU) adequately equipped for monitoring and resuscitation as well as with trained personnel [4].
\nThese drugs interfere with variable effectiveness at different stages of the bilirubin metabolism. For example, phenobarbital has been used to improve the conjugation and excretion of bilirubin. Tin mesoporphyrin inhibits heme oxygenase thereby acting on the production of bilirubin. Other drugs are involved with the enterohepatic circulation of bilirubin [9, 10]. Intravenous immunoglobulin has been shown to significantly reduce the need for exchange transfusion in Rh or ABO hemolytic disease [4].
\nOur study group performed an extensive retrospective study for the purpose of evaluation of the etiology and management of indirect hyperbilirubinemia at the University Pediatric Clinic in Skopje (UPCS), now Republic of North Macedonia (RNM). The study group included 284 newborns who had been admitted to the neonatology department at the University Pediatric Clinic in Skopje with the diagnosis of neonatal indirect hyperbilirubinemia during the period of 2 years [28]. They represented one quarter of the total number of 1126 hospitalized patients during this period in a tertiary level university teaching clinical hospital setting. Relevant history, clinical data, laboratories, and the type of therapy applied were retrieved from the medical records, recorded on questionnaires, and statistically analyzed. Perinatal history data of relevance were birth parameters, Apgar scores, and delivery mode. Clinical presentations that could potentially influence duration and intensity of jaundice had been searched for such as hematomas, cephalohematoma, intracranial hemorrhages, hypothyroidism, impaired intestinal motility, and infection. All laboratories and investigations of relevance were recorded, as well as the therapies applied. Moreover, the day of the bilirubin peak was noted, as well as two subsequent bilirubin measurements. Standard techniques for analysis of blood count and smear, bilirubin and fractions, serum aminotransferases, and G6PD, as well as infants’ and mothers’ blood group and direct antiglobulin Coombs test (DAT), were applied as described elsewhere [12, 28]. Statistical Package for the Social Sciences (SPSS) for Windows (SPSS Inc., Chicago, IL, USA) was used for the statistical analyses. Absolute numbers and percentages were used to present the categorical variables, whereas mean, standard deviation, minimum, maximum, median, and rang were used to present the quantitative variables. Testing of significance between groups was performed using Kruskal-Wallis test, student
Etiology of sepsis was assigned to newborns with a positive blood/cerebrospinal fluid culture or clinically relevant infection requiring antibiotic therapy. Subjects that had sepsis and elevated direct bilirubin were not included [2, 28]. Prematurity, defined as less than completed 37 weeks of gestational age, was considered a distinct etiology of jaundice. Our group of undefined etiology included cases of early- and late-onset breast-milk jaundice, exaggerated physiological jaundice, [2, 9, 28], and no identifiable etiology. Cephalohematoma and bruising were representatives of birth trauma.
\nWe found a high percentage of jaundice of undefined etiology (44.37%). Another study reported higher prevalence of undetermined etiology (75.8%) [16]. Clinical evaluation of severe neonatal hyperbilirubinemia in a resource-limited setting similarly showed highest prevalence of idiopathic jaundice (33.3%) [24]. No cause for the extreme hyperbilirubinemia of ≥25 mg per dL (428 μmol per L) could be identified in 65.6% of cases admitted for treatment at the NICU in Southern Turkey [29]. Etiology was unknown in 11 of the 79 ECT cases (13.9%) in the Eastern Mediterranean region of Turkey as reported by Davutoğlu et al. [30]. Dissimilarly, we did not find undefined etiology among our ECT cases. It could be assumed that the variable prevalence of “undefined etiology” reported in different studies was a result of diverse classification of the causes of neonatal jaundice and also of different levels of TSB considered (pathologic or extreme). We described undefined etiology as such, where intensive workout could not provide an identifiable cause or contributing factor for jaundice. Through a careful selection process, a homogenous group of clinically stable patients was obtained that had normal birth parameters and required treatment with phototherapy (\nTable 3\n). We speculated that an imbalance between bilirubin production and conjugation was the primary concept of jaundice in this group since no history, clinical, and laboratory data existed to indicate another mechanism of jaundice [28, 31].
\nEtiology | \nNumber | \nPercentage (%) | \n
---|---|---|
Undefined etiology | \n126 | \n44.37 | \n
Neonatal infection | \n55 | \n19.37 | \n
Prematurity | \n45 | \n15.85 | \n
ABO incompatibility | \n24 | \n8.45 | \n
Rh incompatibility | \n16 | \n5.63 | \n
Cephalohematoma and bruising due to birth trauma | \n8 | \n2.82 | \n
Intracranial hemorrhage | \n7 | \n2.46 | \n
Hemolysis (neither ABO nor Rh incompatibility) | \n1 | \n0.35 | \n
Down syndrome | \n2 | \n0.70 | \n
Total | \n284 | \n100 | \n
Causes of neonatal indirect hyperbilirubinemia in the republic of North Macedonia.
Information from Ref. [28].
\n | Mean | \nMin | \nMax | \n\n | \nInterquartile range | \n
---|---|---|---|---|---|
Age | \n4 ± 2.5 | \n2 | \n14 | \n3 | \n3–4 | \n
GW | \n39 ± 1.2 | \n37 | \n42 | \n39 | \n38–40 | \n
BW | \n3247.1 ± 437.4 | \n2200 | \n4500 | \n3245 | \n2980–3500 | \n
BL | \n50.2 ± 1.8 | \n46 | \n56 | \n50 | \n49–51 | \n
Mode of delivery | \nN | \n% | \n\n | \n | \n |
Spontaneous | \n114 | \n90.47 | \n\n | \n | \n |
CS | \n9 | \n7.14 | \n\n | \n | \n |
Vacuum extraction | \n2 | \n1.59 | \n\n | \n | \n |
Forceps | \n1 | \n0.8 | \n\n | \n | \n |
Perinatal hypoxia | \nN | \n% | \n\n | \n | \n |
No | \n109 | \n86.51 | \n\n | \n | \n |
AS 7 | \n16 | \n12.7 | \n\n | \n | \n |
AS 4–6 | \n1 | \n0.79 | \n\n | \n | \n |
Basic characteristics of the undefined etiology group at UPCS, RNM.
Min, minimum; Max, maximum;
The basic characteristics of the undefined etiology group are presented in \nTable 3\n. Newborn infants of this group were generally delivered spontaneously (90.47%) with normal birth parameters [birth weight (BW) and birth length (BL)] and did not suffer major perinatal hypoxia. The median (interquartile range) age of presentation of jaundice was at day 3 (3–4) (\nTable 3\n). In the group of undefined etiology, the median (interquartile range) day at which bilirubin reached its peak was 9 (6–17). The median (interquartile range) of the peak TSB level was 324 (270–394) μmol/L, whereas the mean ± standard deviation (SD) peak serum bilirubin concentration was 333.4 ± 91.1 μmol/L.
\nStatistical analyses included comparison of laboratory parameters between five etiological groups: (1) hemolytic etiology of jaundice including ABO incompatibility, Rh incompatibility, and hemolysis (neither ABO nor Rh incompatibility), (2) neonatal infection/sepsis, (3) prematurity, (4) hematomas (cephalohematoma, bruising, intracranial hemorrhage), and (5) undefined etiology.
\nTo summarize the analyzed laboratory parameters, mean peak bilirubin levels in newborns with hemolysis (group 1) were shown to be statistically significantly higher than levels in the groups with neonatal infection, prematurity, and hematomas (groups 2, 3, and 4). The first control serum bilirubin level was significantly higher in newborns with hemolysis (group 1) than prematurity and undefined etiology (groups 3 and 5). No statistically significant differences were found in the second control bilirubin measurement; also levels of hepatic transaminases (AST and ALT) were not found to depend significantly on the etiology of jaundice. Estimation of hepatic transaminases has not proven of substantial influence on jaundice workout and management.
\nPremature newborns, due to physiological characteristics, associated risk factors, and proneness to development of pronounced jaundice, were assigned a separate etiological group contrary to assignment of these patients into the “undetermined etiology” performed by other authors [16]. We were able to show slower increase toward the peak bilirubin level in the group of premature newborns than in groups of hemolysis, hematomas, and infection. Levels of erythrocytes (Er), hemoglobin (Hb), and hematocrit (Hct) in premature newborns were statistically significantly lower than the groups of undefined etiology and infection.
\nWe did not find cases of G6PD deficiency in the studied group. Although no cases of G6PD deficiency were confirmed, a standard was set for a new quantitative spectrophotometric assay for G6PD detection, thereby overcoming the uncertainties connected with the previously used qualitative methods. Previous qualitative studies of the G6PD deficiency in Macedonia are those of Fraser et al. [32] and of Andreeva et al. [33]. The first group of authors assessed the average prevalence of the G6PD deficit in Yugoslavia from 1% [32] based on tests carried out on 144 samples from then Republic of South Macedonia and 512 samples from the region of Dalmatia. The second group of authors in 1974 examined the prevalence of the G6PD deficiency in 3263 male school children from the area of Southeastern Macedonia (territory of nowadays Republic of North Macedonia) and showed a frequency of 1–2% of the G6PD deficit in that part of the republic. In the second examination of the same group of authors, realized on samples of 1196 male school children from the territory of Skopje, when processing the enzyme, it was concluded that it was a Mediterranean variant and the prevalence of the deficit of 1.02% was reported among the children of Macedonian nationality and 6.63% for Roma children [33]. Quantitative testing for G6PD deficiency has been recommended to be performed, thus avoiding partially G6PD-deficient patients such as heterozygous females to be missed [34, 35]. As much as 1/3 higher levels of G6PD in the neonatal period can be encountered due to the presence of physiologic polycythemia in this period [35]. Therefore, it is reasonable to schedule for another subsequent test in cases of borderline normal results and a specific ethnic origin.
\nIn a subsequent neonatal jaundice study, we showed an incidence of 8.57% of G6PD-deficient infants in a strictly prospectively selected group of infants with jaundice of undetermined etiology (own unpublished results). From this study, a population-specific range of normal values for the G6PD quantitative spectrophotometric assay will be derived.
\nA separate group of patients with hematomas was developed, encompassing patient with extravascular collections of blood where an increased bilirubin load was presumed the fundamental mechanism of hyperbilirubinemia [2, 9, 16, 18, 28]. No statistically significant hematological correlations between this group and the other four groups of patients were found.
\nSepsis is a known perinatal risk factor for both unconjugated and conjugated jaundice [2, 9, 18] and is also listed as a risk factor for hyperbilirubinemia neurotoxicity [17]. Analysis of prevalence rates in different regions of the world showed varying importance of infection in connection with jaundice. Highest variability of prevalence rates was reported in Asia (from 9.7 to 31.2%). In Africa infection was related with over 13.9% of the hyperbilirubinemia or kernicterus cases, whereas in Europe and North America, infection was related with 14.3% of the kernicterus cases [1].
\nIn our study, the group of infection-associated jaundice was represented with 19.37%. On the contrary, sepsis was found in almost twice as much (35.3%) severe hyperbilirubinemia cases in South East Nigeria [24]. Similar to the North Macedonian study, sepsis was present in 15.7% indirect hyperbilirubinemia cases at Zanjan Province of Iran [16]. We assumed our figure an overrepresentation due to the fact that not only culture positive cases were included but also newborns with clinical or biochemical markers of sepsis. Reliable discrimination between culture positive and culture negative cases was not possible due to the variety of processing of initial hemoculture between the tertiary level and the referral hospitals. Therefore, the term “infection” rather than “sepsis” was used for more accurate reflection on this group of patients. Statistically significant higher levels of hematological parameters (Er, Hb, and Hct) were shown for this group than the hemolytic group and the premature newborns.
\nWe have established a group of hemolytic jaundice according to the mechanism of the hyperbilirubinemia employed in cases of ABO and Rh isoimmunization. According to the 2009 update on the management of newborn infants ≥35 weeks’ gestation, isoimmune and other hemolytic diseases (e.g., G6PD deficiency) were included in two important of risk factors’ categories: severe hyperbilirubinemia and hyperbilirubinemia-induced neurotoxicity [17]. Furthermore, it has been postulated that DAT-positive isoimmune hemolytic disease and severe hyperbilirubinemia exert synergistic effect in potentiating the bilirubin-induced neurotoxicity [36]. Lower phototherapy and exchange transfusion threshold levels have been recommended in isoimmune hemolytic disease in order to prevent the acute manifestations of bilirubin toxicity that might evolve into chronic neurological condition, kernicterus, also a pre-discharge risk assessment and early post-discharge follow-up [4, 17, 25, 26, 27]. Tiker et al. report isoimmunization in 19 out of 93 (20.43%) patients admitted for treatment of extreme hyperbilirubinemia in Southern Turkey [29]. ABO isoimmunization was reported the most common cause of hyperbilirubinemia requiring ECT in two other studies performed in Turkey; the reported rates were 38% and 27.8%, respectively [30, 37]. ABO incompatibility was present in 8.45% of our study cases. Rh incompatibility was represented with 5.63% of all hyperbilirubinemia cases. We found one hemolysis positive patient who had neither ABO nor Rh incompatibility. The pooled prevalence of all hemolytic etiology cases in our study was 14.43%. When compared to the groups of neonatal infection, prematurity, and hematomas, the group of hemolytic etiology presented with significantly higher peak bilirubin levels. A statistically significant higher level of bilirubin in hemolytic etiology than prematurity and undefined etiology was also noted on the first control bilirubin level estimation. This observation pointed out a slower tendency of reduction of bilirubin under phototherapy in hemolysis than undefined etiology. However, the majority of cases with hemolytic etiology (97.89%) were managed conventionally by phototherapy using double-surface blue light phototherapy lamps at wavelength of 460 nm, and only 2.11% Coombs-positive ABO/Rh incompatibility patients were treated by exchange transfusion.
\nA comparison of hematological and biochemical parameters was performed between groups of patients with undefined (unspecified) etiology (126 patients, 74.5%) and 41 patients with ABO or rhesus-type hemolytic disease of the newborn (24.6%).
\nThe group of newborns with ABO/Rh incompatibility presented with significantly lower mean values of all analyzed hematological parameters than the group of jaundice with unspecific etiology [hemoglobin (
Groups | \nDescriptive statistics | \n\n | ||
---|---|---|---|---|
\n | \nMean ± SD | \nMin-max | \n\n | \n|
Hb (g/L) | \n||||
ABO/Rh | \n41 | \n155.02 ± 30.3 | \n74–218 | \n\n | \n
Unspecified | \n126 | \n165.36 ± 26.5 | \n105–224 | \n|
Er (×1012) | \n||||
ABO/Rh | \n41 | \n4.29 ± 0.8 | \n2.05–5.81 | \n\n | \n
Unspecified | \n126 | \n4.67 ± 0.6 | \n3.27–6.58 | \n|
Hct (%) | \n||||
ABO/Rh | \n41 | \n41.35 ± 8.9 | \n18.9–61.9 | \n\n | \n
Unspecified | \n126 | \n44.26 ± 7.2 | \n28.4–64.6 | \n
Hematological parameters in neonatal jaundice, comparison between ABO/Rh incompatibility and unspecified etiology groups.
\n
\n
On the other hand, duration of the bilirubin peak was significantly lengthier (
Groups | \nDescriptive statistics | \n\n | |||
---|---|---|---|---|---|
\n | \nMean ± SD | \nMedian | \nMin-max | \n\n | \n|
Ret | \n|||||
ABO/Rh | \n41 | \n27.88 ± 26.4 | \n22.0 | \n2–121 | \n\n \n | \n
Unspecified | \n126 | \n11.94 ± 7.4 | \n11.0 | \n1–39 | \n|
Day of bilirubin peak | \n|||||
ABO/Rh | \n41 | \n2.63 ± 2.4 | \n2.0 | \n1–14 | \n\n \n | \n
Unspecified | \n126 | \n4.02 ± 2.5 | \n3.0 | \n2–14 | \n|
Peak bilirubin level (μmol/L) | \n|||||
ABO/Rh | \n41 | \n379.76 ± 133.5 | \n364.0 | \n158–801 | \n\n \n | \n
Unspecified | \n126 | \n333.44 ± 91.1 | \n324.0 | \n107–598 | \n|
Duration of the bilirubin peak (days) | \n|||||
ABO/Rh | \n41 | \n10.22 ± 9.02 | \n6.0 | \n1–37 | \n\n \n | \n
Unspecified | \n126 | \n15.03 ± 25.7 | \n9.0 | \n2–279 | \n|
First control bilirubin (μmol/L) | \n|||||
ABO/Rh | \n40 | \n274.2 ± 124.9 | \n235.5 | \n96–682 | \n\n \n | \n
Unspecified | \n112 | \n227.39 ± 80.7 | \n211.5 | \n60–473 | \n|
Second control bilirubin (μmol/L) | \n|||||
ABO/Rh | \n24 | \n227.46 ± 83.4 | \n206.0 | \n111–437 | \n\n \n | \n
Unspecified | \n48 | \n221.92 ± 48.3 | \n228.5 | \n51–314 | \n
Reticulocytes and bilirubin analyses in neonatal jaundice, comparison between ABO/Rh incompatibility and unspecified etiology groups.
\n
\n
\n
Despite the fact that we did not show statistically significant higher peak levels of bilirubin in the hemolytic etiology group than the other group of jaundice, a propensity toward faster elevation of bilirubin and more pronounced level of jaundice was noted. The peak bilirubin level showed significantly longer duration in the group of unspecific jaundice. It remains speculative whether this was due to different mechanisms of jaundice involved, different responses to the phototherapy applied, or other influences such as diverse stringency to phototherapy.
\nAccording to an evidence-based review on neonatal hyperbilirubinemia, the majority of kernicterus cases occurred in infants with a bilirubin level higher than 20 mg/dL (342 μmol/L) [39]. It was obvious that our hemolysis cases with mean peak bilirubin levels of 379.8 ± 133.5 μmol/L were eligible for the neurotoxic effects of the hyperbilirubinemia, especially the ones toward the higher end of the spectrum and candidates for long-term neurodevelopmental follow-up. Therefore, clinicians’ awareness of potential treats and harms that might be associated with isoimmunization is vital.
\nNeonatal indirect hyperbilirubinemia is a common phenomenon during the first week of postnatal life affecting almost two thirds of term newborns. The mechanism of neonatal jaundice is multifactorial, involving delicate balance between processes that potentiate bilirubin production and the ones that diminish bilirubin clearance. Although etiology of jaundice has been widely studied, identification of pathological causes presents constant clinical challenge.
\nHyperbilirubinemia was found to be a common clinical presentation at the neonatology department of the University Pediatric Clinic in Skopje, Republic of North Macedonia, and encompassing one quarter of the hospitalized patients. Most cases suffered from a less severe jaundice of undefined etiology that had tendency to longer duration. Almost 15% of the hyperbilirubinemia cases presented with hemolytic causes of jaundice that had earlier and more severe peak of the bilirubin level. Those required immediate clinicians’ attention and prompt management plan and were candidates for subsequent neurodevelopmental follow-up.
\nThe authors declare no conflict of interest.
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Cabanelas"}]},{id:"53973",doi:"10.5772/66927",title:"Phenolic Compounds in Water: Sources, Reactivity, Toxicity and Treatment Methods",slug:"phenolic-compounds-in-water-sources-reactivity-toxicity-and-treatment-methods",totalDownloads:7352,totalCrossrefCites:78,totalDimensionsCites:171,abstract:"Phenolic compounds exist in water bodies due to the discharge of polluted wastewater from industrial, agricultural and domestic activities into water bodies. They also occur as a result of natural phenomena. These compounds are known to be toxic and inflict both severe and long‐lasting effects on both humans and animals. They act as carcinogens and cause damage to the red blood cells and the liver, even at low concentrations. Interaction of these compounds with microorganisms, inorganic and other organic compounds in water can produce substituted compounds or other moieties, which may be as toxic as the original phenolic compounds. This chapter dwells on the sources and reactivity of phenolic compounds in water, their toxic effects on humans, and methods of their removal from water. Specific emphasis is placed on the techniques of their removal from water with attention on both conventional and advanced methods. Among these methods are ozonation, adsorption, extraction, photocatalytic degradation, biological, electro‐Fenton, adsorption and ion exchange and membrane‐based separation.",book:{id:"6029",slug:"phenolic-compounds-natural-sources-importance-and-applications",title:"Phenolic Compounds",fullTitle:"Phenolic Compounds - Natural Sources, Importance and Applications"},signatures:"William W. Anku, Messai A. Mamo and Penny P. 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In addition, the postharvest conditions may modify several phytochemical substances. Phenolic compounds are referred to as phytochemicals found in a large number of foods and beverages. The relative high diversity of these molecules produced by plants must be taken into account when methods of preparation are employed to obtain industrial or homemade products. Phenolic compounds comprise one (phenolic acids) or more (polyphenols) aromatic rings with attached hydroxyl groups in their structures. Their antioxidant capacities are related to these hydroxyl groups and phenolic rings. Despite the antioxidant activity, they have many other beneficial effects on human health. However, before attributing health benefits to these compounds, absorption, distribution, and metabolism of each phenolic compound in the body are important points that should be considered.",book:{id:"5609",slug:"phenolic-compounds-biological-activity",title:"Phenolic Compounds",fullTitle:"Phenolic Compounds - Biological Activity"},signatures:"Igor Otavio Minatel, Cristine Vanz Borges, Maria Izabela Ferreira,\nHector Alonzo Gomez Gomez, Chung-Yen Oliver Chen and\nGiuseppina Pace Pereira Lima",authors:[{id:"146379",title:"Dr.",name:"Giuseppina",middleName:null,surname:"Lima",slug:"giuseppina-lima",fullName:"Giuseppina Lima"},{id:"194002",title:"MSc.",name:"Cristine",middleName:null,surname:"Vanz Borges",slug:"cristine-vanz-borges",fullName:"Cristine Vanz Borges"},{id:"194003",title:"Prof.",name:"Igor Otavio",middleName:null,surname:"Minatel",slug:"igor-otavio-minatel",fullName:"Igor Otavio Minatel"},{id:"194004",title:"Dr.",name:"Maria Izabela",middleName:null,surname:"Ferreira",slug:"maria-izabela-ferreira",fullName:"Maria Izabela Ferreira"},{id:"194005",title:"Prof.",name:"Hector",middleName:null,surname:"Gomez-Gomez",slug:"hector-gomez-gomez",fullName:"Hector Gomez-Gomez"},{id:"194006",title:"Prof.",name:"Chung-Yen Oliver",middleName:null,surname:"Chen",slug:"chung-yen-oliver-chen",fullName:"Chung-Yen Oliver Chen"}]}],mostDownloadedChaptersLast30Days:[{id:"55500",title:"Interpretation of Mass Spectra",slug:"interpretation-of-mass-spectra",totalDownloads:12524,totalCrossrefCites:12,totalDimensionsCites:25,abstract:"The chapter includes an introduction to the main ionisation techniques in mass spectrometry and the way the resulting fragments can be analysed. First, the fundamental notions of mass spectrometry are explained, so that the reader can easily cover this chapter (graphs, main pick, molecular ion, illogical pick, nitrogen rule, etc.). Isotopic percentage and nominal mass calculation are also explained along with fragmentation mechanism. A paragraph emphasises the ionisation energy issues, the basics of ionisation voltage, the developing potential and the energy balance. A frame time of the main theoretical milestones in both theory and experimental mass spectrometry is highlighted here. In the second part of the chapter, the molecular fragmentation for alkanes, iso-alkanes, cycloalkanes, halogen, alcohols, phenols, ethers, carbonyl compounds, carboxylic acids and functional derivatives, nitrogen compounds (amines, nitro compounds), sulphur compounds, heterocycles and biomolecules (amino acids, steroids, triglycerides) is explained. Fragmentation schemes are followed by the simplified spectra, which help the understanding of such complex phenomena. At the end of the chapter, acquisition of mass spectrum is discussed. The chapter presented here is an introduction to mass spectrometry, which, we think, helps the understanding of the mechanism of fragmentation corroborating spectral data and molecular structures.",book:{id:"5735",slug:"mass-spectrometry",title:"Mass Spectrometry",fullTitle:"Mass Spectrometry"},signatures:"Teodor Octavian Nicolescu",authors:[{id:"196775",title:"Dr.",name:"Teodor Octavian",middleName:"Octavian",surname:"Nicolescu",slug:"teodor-octavian-nicolescu",fullName:"Teodor Octavian Nicolescu"}]},{id:"57909",title:"Validation of Analytical Methods",slug:"validation-of-analytical-methods",totalDownloads:7023,totalCrossrefCites:13,totalDimensionsCites:23,abstract:"Method validation is a key element in the establishment of reference methods and within the assessment of a laboratory’s competence in generating dependable analytical records. Validation has been placed within the context of the procedure, generating chemical data. Analytical method validation, thinking about the maximum relevant processes for checking the best parameters of analytical methods, using numerous relevant overall performance indicators inclusive of selectivity, specificity, accuracy, precision, linearity, range, limit of detection (LOD), limit of quantification (LOQ), ruggedness, and robustness are severely discussed in an effort to prevent their misguided utilization and ensure scientific correctness and consistency among publications.",book:{id:"6379",slug:"calibration-and-validation-of-analytical-methods-a-sampling-of-current-approaches",title:"Calibration and Validation of Analytical Methods",fullTitle:"Calibration and Validation of Analytical Methods - A Sampling of Current Approaches"},signatures:"Tentu Nageswara Rao",authors:[{id:"220824",title:"Dr.",name:"Tentu",middleName:null,surname:"Nageswara Rao",slug:"tentu-nageswara-rao",fullName:"Tentu Nageswara Rao"}]},{id:"55440",title:"Solubility Products and Solubility Concepts",slug:"solubility-products-and-solubility-concepts",totalDownloads:3095,totalCrossrefCites:6,totalDimensionsCites:7,abstract:"The chapter refers to a general concept of solubility product Ksp of sparingly soluble hydroxides and different salts and calculation of solubility of some hydroxides, oxides, and different salts in aqueous media. A (criticized) conventional approach, based on stoichiometry of a reaction notation and the solubility product of a precipitate, is compared with the unconventional/correct approach based on charge and concentration balances and a detailed physicochemical knowledge on the system considered, and calculations realized according to generalized approach to electrolytic systems (GATES) principles. An indisputable advantage of the latter approach is proved in simulation of static or dynamic, two-phase nonredox or redox systems.",book:{id:"5891",slug:"descriptive-inorganic-chemistry-researches-of-metal-compounds",title:"Descriptive Inorganic Chemistry Researches of Metal Compounds",fullTitle:"Descriptive Inorganic Chemistry Researches of Metal Compounds"},signatures:"Anna Maria Michałowska-Kaczmarczyk, Aneta Spórna-Kucab and\nTadeusz Michałowski",authors:[{id:"35273",title:"Prof.",name:"Tadeusz",middleName:null,surname:"Michalowski",slug:"tadeusz-michalowski",fullName:"Tadeusz Michalowski"},{id:"203867",title:"Dr.",name:"Anna Maria",middleName:null,surname:"Michałowska-Kaczmarczyk",slug:"anna-maria-michalowska-kaczmarczyk",fullName:"Anna Maria Michałowska-Kaczmarczyk"},{id:"203868",title:"Dr.",name:"Aneta",middleName:null,surname:"Spórna-Kucab",slug:"aneta-sporna-kucab",fullName:"Aneta Spórna-Kucab"}]},{id:"62736",title:"Radioisotope: Applications, Effects, and Occupational Protection",slug:"radioisotope-applications-effects-and-occupational-protection",totalDownloads:4552,totalCrossrefCites:10,totalDimensionsCites:17,abstract:"This chapter presents a brief introduction to radioisotopes, sources and types of radiation, applications, effects, and occupational protection. The natural and artificial sources of radiations are discussed with special reference to natural radioactive decay series and artificial radioisotopes. Applications have played significant role in improving the quality of human life. The application of radioisotopes in tracing, radiography, food preservation and sterilization, eradication of insects and pests, medical diagnosis and therapy, and new variety of crops in agricultural field is briefly described. Radiation interacts with matter to produce excitation and ionization of an atom or molecule; as a result physical and biological effects are produced. These effects and mechanisms are discussed. The dosimetric quantities used in radiological protection are described. Radiological protections and the control of occupational and medical exposures are briefly described.",book:{id:"5903",slug:"principles-and-applications-in-nuclear-engineering-radiation-effects-thermal-hydraulics-radionuclide-migration-in-the-environment",title:"Principles and Applications in Nuclear Engineering",fullTitle:"Principles and Applications in Nuclear Engineering - Radiation Effects, Thermal Hydraulics, Radionuclide Migration in the Environment"},signatures:"Sannappa Jadiyappa",authors:[{id:"239626",title:"Dr.",name:null,middleName:null,surname:"Sannappa J.",slug:"sannappa-j.",fullName:"Sannappa J."}]},{id:"58596",title:"Linearity of Calibration Curves for Analytical Methods: A Review of Criteria for Assessment of Method Reliability",slug:"linearity-of-calibration-curves-for-analytical-methods-a-review-of-criteria-for-assessment-of-method",totalDownloads:8115,totalCrossrefCites:20,totalDimensionsCites:44,abstract:"Calibration curve is a regression model used to predict the unknown concentrations of analytes of interest based on the response of the instrument to the known standards. Some statistical analyses are required to choose the best model fitting to the experimental data and also evaluate the linearity and homoscedasticity of the calibration curve. Using an internal standard corrects for the loss of analyte during sample preparation and analysis provided that it is selected appropriately. After the best regression model is selected, the analytical method needs to be validated using quality control (QC) samples prepared and stored in the same temperature as intended for the study samples. Most of the international guidelines require that the parameters, including linearity, specificity, selectivity, accuracy, precision, lower limit of quantification (LLOQ), matrix effect and stability, be assessed during validation. Despite the highly regulated area, some challenges still exist regarding the validation of some analytical methods including methods when no analyte-free matrix is available.",book:{id:"6379",slug:"calibration-and-validation-of-analytical-methods-a-sampling-of-current-approaches",title:"Calibration and Validation of Analytical Methods",fullTitle:"Calibration and Validation of Analytical Methods - A Sampling of Current Approaches"},signatures:"Seyed Mojtaba Moosavi and Sussan Ghassabian",authors:[{id:"216099",title:"Dr.",name:"Sussan",middleName:null,surname:"Ghassabian",slug:"sussan-ghassabian",fullName:"Sussan Ghassabian"},{id:"216101",title:"Mr.",name:"Seyed Mojtaba",middleName:null,surname:"Moosavi",slug:"seyed-mojtaba-moosavi",fullName:"Seyed Mojtaba Moosavi"}]}],onlineFirstChaptersFilter:{topicId:"8",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"83036",title:"Continuous Scan and Repetitive Mode FT-IR Spectroscopy and Its Application in Isomeric Identification, Conformational Analysis and Photochemistry",slug:"continuous-scan-and-repetitive-mode-ft-ir-spectroscopy-and-its-application-in-isomeric-identificatio",totalDownloads:7,totalDimensionsCites:0,doi:"10.5772/intechopen.106448",abstract:"This chapter intends to cover the instrumentation of gas phase Fourier transform infrared spectroscopy (FT-IR), its recent advancement, and applications. The major focus have been given to the principle and data acquisition scheme of the repetitive mode measurement method of FT-IR spectrometer. The application of this spectroscopy in the isomeric identification of the methylated polycyclic aromatic hydrocarbons (MPAHs) and the conformational analysis of diols have been discussed. Furthermore, the application of the repetitive measurement mode of FT-IR combined with the UV laser in monitoring the atmospherically relevant photochemical reactions has been covered. In conclusion, this chapter briefly summarizes the current applications and discusses future applications of this technique in following drug degradation.",book:{id:"11564",title:"Infrared Spectroscopy - Perspectives and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/11564.jpg"},signatures:"Prasanta Das"},{id:"83005",title:"Catalytic Behavior of Extended π-Conjugation in the Kinetics of Sensitizer-Mediator Interaction",slug:"catalytic-behavior-of-extended-conjugation-in-the-kinetics-of-sensitizer-mediator-interaction",totalDownloads:7,totalDimensionsCites:0,doi:"10.5772/intechopen.106511",abstract:"This chapter discusses the catalytic effect of extended π-conjugation on the electron transfer process between ferricyphen-ferrocyanide and ferricypyr-ferrocyanide in an aqueous medium. Ferricyphen and ferricypyr may be feasible options for the sensitizer in dye-sensitized solar cells due to their high reduction potential, stability, capability as an outer-sphere oxidant, and photosensitivity. Meanwhile, ferrocyanide could be used as a mediator in DSSCs instead of iodide to avoid iodate production and achieve a similar reduction potential and stability. This chapter compared the ability of competent putative sensitizers to oxidize the likely mediator in water. In contrast to the 2,2′-dipyridyl chelate, the extended π-conjugation in 1,10-phenanthroline accelerated the redox process by increasing the electron affinity of ferricyphen as compared to ferricypyr. The reactions had the same kinetics but different rate constants, indicating that the ferricyphen-ferrocyanide reaction was several times faster than the ferricypyr-ferrocyanide reaction, revealing and confirming the catalytic influence of extended π-conjugation on the redox process.",book:{id:"11217",title:"Recent Advances in Chemical Kinetics",coverURL:"https://cdn.intechopen.com/books/images_new/11217.jpg"},signatures:"Rozina Khattak"},{id:"83004",title:"Pyridine Heterocycles in the Therapy of Oncological Diseases",slug:"pyridine-heterocycles-in-the-therapy-of-oncological-diseases",totalDownloads:5,totalDimensionsCites:0,doi:"10.5772/intechopen.106406",abstract:"Oncological diseases pose a major challenge for modern medicine. Heterocyclic compounds play a vital role in modern medical and pharmaceutical science as most medicinal substances incorporate them. Nitrogen-containing heterocycles serve as the basis of numerous drugs and, therefore, are deeply involved in the design and synthesis of promising new therapeutic agents. Pyridine or pyrimidine scaffolds, with a number of substituents attached, comprise a large portion of FDA-approved drugs. They are chemically stable in the human body, manifest an affinity for DNA via hydrogen bonding, and present an opportunity for the development of novel anticancer agents. A large number of pyridine-based molecules are synthesized and tested for anticancer activity each year. The present chapter aims to introduce the most current synthetic approaches, published in scientific literature, and would also elaborate on structure-activity relationships described therein.",book:{id:"11562",title:"Chemistry with Pyridine Derivatives",coverURL:"https://cdn.intechopen.com/books/images_new/11562.jpg"},signatures:"Lozan T. Todorov and Irena P. Kostova"},{id:"82969",title:"Utilizing Photocatalysts in Reducing Moisture Absorption in Composites of Natural Fibers",slug:"utilizing-photocatalysts-in-reducing-moisture-absorption-in-composites-of-natural-fibers",totalDownloads:3,totalDimensionsCites:0,doi:"10.5772/intechopen.106543",abstract:"Due to growing environmental consciousness and the depletion of oil supplies, numerous efforts have been made to replace synthetic fibers in fiber-reinforced composites with natural fibers (NFr). The low cost and abundance of NFr and its biodegradability and low density have encouraged researchers worldwide to study their potential applications in several industrial sectors. However, NFr has several disadvantages: excessive moisture absorption and subsequent swelling and degradation, low chemical and fire resistance, and insufficient interfacial interactions with polymers. Consequently, there is great interest in modifying the surface of NFr using a variety of methods. This chapter presents an overview of the NFr, its characterization, the problems associated with adding NFr to polymer composites. This literature survey suggests an in-depth review of photocatalysis by utilizing photocatalysts nanoparticle (PHNPs) aimed at increasing the hydrophobicity and interfacial bonding between the NFr and the matrix Using a photo-induced oxidation mechanism to disassemble water molecules, pollutants, and bacteria in a wet environment. Additionally, we reviewed the effects of these PHNPs on the moisture absorption, mechanical characteristics, and dimensional stability of NFr composites. As a result, this review article may make a valuable contribution to researchers interested in coating and treating NFr to further enhance their surface characteristics.",book:{id:"11559",title:"Photocatalysts - New Perspectives",coverURL:"https://cdn.intechopen.com/books/images_new/11559.jpg"},signatures:"Mohammed Mohammed and Rozyanty Rahman"},{id:"82853",title:"Revealing Retention Mechanisms in Liquid Chromatography: QSRR Approach",slug:"revealing-retention-mechanisms-in-liquid-chromatography-qsrr-approach",totalDownloads:10,totalDimensionsCites:0,doi:"10.5772/intechopen.106245",abstract:"One-factor-at-a-time experimentation was used for a long time as gold-standard optimization for liquid chromatographic (LC) method development. This approach has two downsides as it requires a needlessly great number of experimental runs and it is unable to identify possible factor interactions. At the end of the last century, however, this problem could be solved with the introduction of new chemometric strategies. This chapter aims at presenting quantitative structure–retention relationship (QSRR) models with structuring possibilities, from the point of feature selection through various machine learning algorithms that can be used in model building, for internal and external validation of the proposed models. The presented strategies of QSRR model can be a good starting point for analysts to use and adopt them as a good practice for their applications. QSRR models can be used in predicting the retention behavior of compounds, to point out the molecular features governing the retention, and consequently to gain insight into the retention mechanisms. In terms of these applications, special attention was drawn to modified chromatographic systems, characterized by mobile or stationary phase modifications. Although chromatographic methods are applied in a wide variety of fields, the greatest attention has been devoted to the analysis of pharmaceuticals.",book:{id:"11557",title:"Chemometrics - Recent Advances, New Perspectives and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/11557.jpg"},signatures:"Jovana Krmar, Bojana Svrkota, Nevena Đajić, Jevrem Stojanović, Ana Protić and Biljana Otašević"},{id:"82796",title:"A Revisit of the Underlying Fundamentals in the Laser Emission from BODIPYs",slug:"a-revisit-of-the-underlying-fundamentals-in-the-laser-emission-from-bodipys",totalDownloads:15,totalDimensionsCites:0,doi:"10.5772/intechopen.106334",abstract:"This chapter aims to provide a comprehensive assessment of the laser performance of commercially available laser dyes based on the boron-dipyrromethene (BODIPY) chromophore in a liquid state, as well as to remark the main underlying photophysical signatures triggering such photonic behavior. First, we describe their light absorption and fluorescence properties in solution. This spectroscopic study is supplemented with quantum mechanics calculations and electrochemical measurements. Afterward, the dyes are tested as active media of tunable lasers under transversal pumping. The recorded laser efficiencies and photostabilities are correlated with the registered photophysical properties identifying the main structural guidelines and photonic parameters, which rule the laser bands’ position, intensity, and stability. As a result, we provide a comparative dataset of the laser performance, not available hitherto. Besides, the unraveling of the complex molecular structure-photophysics-laser relationship should help in the rational design of new tunable dye lasers with an improved photonic response along the entire visible region and reaching eventually the near infrared.",book:{id:"12081",title:"Dyes and Pigments - Insights and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/12081.jpg"},signatures:"Alaitz Peñafiel, Ainhoa Oliden-Sánchez, Edurne Avellanal-Zaballa, Leire Gartzia-Rivero, Rebeca Sola-Llano and Jorge Bañuelos"}],onlineFirstChaptersTotal:65},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:11,numberOfPublishedChapters:91,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:108,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:33,numberOfPublishedChapters:333,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:14,numberOfPublishedChapters:145,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:11,numberOfPublishedChapters:144,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:126,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:23,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:13,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:"2753-6580",doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"August 17th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:11,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:6,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",isOpenForSubmission:!0,editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",isOpenForSubmission:!0,editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null},{id:"24",title:"Computer Vision",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",isOpenForSubmission:!0,editor:{id:"294154",title:"Prof.",name:"George",middleName:null,surname:"Papakostas",slug:"george-papakostas",fullName:"George Papakostas",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002hYaGbQAK/Profile_Picture_1624519712088",biography:"George A. Papakostas has received a diploma in Electrical and Computer Engineering in 1999 and the M.Sc. and Ph.D. degrees in Electrical and Computer Engineering in 2002 and 2007, respectively, from the Democritus University of Thrace (DUTH), Greece. Dr. Papakostas serves as a Tenured Full Professor at the Department of Computer Science, International Hellenic University, Greece. Dr. Papakostas has 10 years of experience in large-scale systems design as a senior software engineer and technical manager, and 20 years of research experience in the field of Artificial Intelligence. Currently, he is the Head of the “Visual Computing” division of HUman-MAchines INteraction Laboratory (HUMAIN-Lab) and the Director of the MPhil program “Advanced Technologies in Informatics and Computers” hosted by the Department of Computer Science, International Hellenic University. He has (co)authored more than 150 publications in indexed journals, international conferences and book chapters, 1 book (in Greek), 3 edited books, and 5 journal special issues. His publications have more than 2100 citations with h-index 27 (GoogleScholar). His research interests include computer/machine vision, machine learning, pattern recognition, computational intelligence. \nDr. Papakostas served as a reviewer in numerous journals, as a program\ncommittee member in international conferences and he is a member of the IAENG, MIR Labs, EUCogIII, INSTICC and the Technical Chamber of Greece (TEE).",institutionString:null,institution:{name:"International Hellenic University",institutionURL:null,country:{name:"Greece"}}},editorTwo:null,editorThree:null},{id:"25",title:"Evolutionary Computation",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",isOpenForSubmission:!0,editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",slug:"sebastian-ventura-soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",biography:"Sebastian Ventura is a Spanish researcher, a full professor with the Department of Computer Science and Numerical Analysis, University of Córdoba. Dr Ventura also holds the positions of Affiliated Professor at Virginia Commonwealth University (Richmond, USA) and Distinguished Adjunct Professor at King Abdulaziz University (Jeddah, Saudi Arabia). Additionally, he is deputy director of the Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI) and heads the Knowledge Discovery and Intelligent Systems Research Laboratory. He has published more than ten books and over 300 articles in journals and scientific conferences. Currently, his work has received over 18,000 citations according to Google Scholar, including more than 2200 citations in 2020. In the last five years, he has published more than 60 papers in international journals indexed in the JCR (around 70% of them belonging to first quartile journals) and he has edited some Springer books “Supervised Descriptive Pattern Mining” (2018), “Multiple Instance Learning - Foundations and Algorithms” (2016), and “Pattern Mining with Evolutionary Algorithms” (2016). He has also been involved in more than 20 research projects supported by the Spanish and Andalusian governments and the European Union. He currently belongs to the editorial board of PeerJ Computer Science, Information Fusion and Engineering Applications of Artificial Intelligence journals, being also associate editor of Applied Computational Intelligence and Soft Computing and IEEE Transactions on Cybernetics. Finally, he is editor-in-chief of Progress in Artificial Intelligence. He is a Senior Member of the IEEE Computer, the IEEE Computational Intelligence, and the IEEE Systems, Man, and Cybernetics Societies, and the Association of Computing Machinery (ACM). Finally, his main research interests include data science, computational intelligence, and their applications.",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null},{id:"26",title:"Machine Learning and Data Mining",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",isOpenForSubmission:!0,editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",biography:"Dr. Marco Antonio Aceves Fernandez obtained his B.Sc. (Eng.) in Telematics from the Universidad de Colima, Mexico. He obtained both his M.Sc. and Ph.D. from the University of Liverpool, England, in the field of Intelligent Systems. He is a full professor at the Universidad Autonoma de Queretaro, Mexico, and a member of the National System of Researchers (SNI) since 2009. Dr. Aceves Fernandez has published more than 80 research papers as well as a number of book chapters and congress papers. He has contributed in more than 20 funded research projects, both academic and industrial, in the area of artificial intelligence, ranging from environmental, biomedical, automotive, aviation, consumer, and robotics to other applications. He is also a honorary president at the National Association of Embedded Systems (AMESE), a senior member of the IEEE, and a board member of many institutions. 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Saxena",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRET3QAO/Profile_Picture_2022-05-10T10:10:26.jpeg",institutionString:"King George's Medical University",institution:{name:"King George's Medical University",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Bacterial Infectious Diseases",value:3,count:2},{group:"subseries",caption:"Parasitic Infectious Diseases",value:5,count:4},{group:"subseries",caption:"Viral Infectious Diseases",value:6,count:7}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:2},{group:"publicationYear",caption:"2021",value:2021,count:4},{group:"publicationYear",caption:"2020",value:2020,count:3},{group:"publicationYear",caption:"2019",value:2019,count:3},{group:"publicationYear",caption:"2018",value:2018,count:1}],authors:{paginationCount:189,paginationItems:[{id:"221831",title:"Prof.",name:"Niansheng",middleName:null,surname:"Tang",slug:"niansheng-tang",fullName:"Niansheng Tang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221831/images/system/221831.jpeg",biography:"Niansheng Tang is a Professor of Statistics and Dean of the School of Mathematics and Statistics, Yunnan University, China. He was elected a Yangtze River Scholars Distinguished Professor in 2013, a member of the International Statistical Institute (ISI) in 2016, a member of the board of the International Chinese Statistical Association (ICSA) in 2018, and a fellow of the Institute of Mathematical Statistics (IMS) in 2021. He received the ICSA Outstanding Service Award in 2018 and the National Science Foundation for Distinguished Young Scholars of China in 2012. He serves as a member of the editorial board of Statistics and Its Interface and Journal of Systems Science and Complexity. He is also a field editor for Communications in Mathematics and Statistics. His research interests include biostatistics, empirical likelihood, missing data analysis, variable selection, high-dimensional data analysis, Bayesian statistics, and data science. He has published more than 190 research papers and authored five books.",institutionString:"Yunnan University",institution:{name:"Yunnan University",country:{name:"China"}}},{id:"1177",title:"Prof.",name:"António",middleName:"J. R.",surname:"José Ribeiro Neves",slug:"antonio-jose-ribeiro-neves",fullName:"António José Ribeiro Neves",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1177/images/system/1177.jpg",biography:"Prof. António J. R. Neves received a Ph.D. in Electrical Engineering from the University of Aveiro, Portugal, in 2007. Since 2002, he has been a researcher at the Institute of Electronics and Informatics Engineering of Aveiro. Since 2007, he has been an assistant professor in the Department of Electronics, Telecommunications, and Informatics, University of Aveiro. He is the director of the undergraduate course on Electrical and Computers Engineering and the vice-director of the master’s degree in Electronics and Telecommunications Engineering. He is an IEEE Senior Member and a member of several other research organizations worldwide. His main research interests are computer vision, intelligent systems, robotics, and image and video processing. He has participated in or coordinated several research projects and received more than thirty-five awards. He has 161 publications to his credit, including books, book chapters, journal articles, and conference papers. He has vast experience as a reviewer of several journals and conferences. As a professor, Dr. Neves has supervised several Ph.D. and master’s students and was involved in more than twenty-five different courses.",institutionString:null,institution:{name:"University of Aveiro",country:{name:"Portugal"}}},{id:"11317",title:"Dr.",name:"Francisco",middleName:null,surname:"Javier Gallegos-Funes",slug:"francisco-javier-gallegos-funes",fullName:"Francisco Javier Gallegos-Funes",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/11317/images/system/11317.png",biography:"Francisco J. Gallegos-Funes received his Ph.D. in Communications and Electronics from the Instituto Politécnico Nacional de México (National Polytechnic Institute of Mexico) in 2003. He is currently an associate professor in the Escuela Superior de Ingeniería Mecánica y Eléctrica (Mechanical and Electrical Engineering Higher School) at the same institute. His areas of scientific interest are signal and image processing, filtering, steganography, segmentation, pattern recognition, biomedical signal processing, sensors, and real-time applications.",institutionString:"Instituto Politécnico Nacional",institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"428449",title:"Dr.",name:"Ronaldo",middleName:null,surname:"Ferreira",slug:"ronaldo-ferreira",fullName:"Ronaldo Ferreira",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/428449/images/21449_n.png",biography:null,institutionString:null,institution:{name:"University of Aveiro",country:{name:"Portugal"}}},{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/165328/images/system/165328.jpg",biography:"Vahid Asadpour, MS, Ph.D., is currently with the Department of Research and Evaluation, Kaiser Permanente Southern California. 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. He has more than 200 publications in reputed international journals, refereed conference proceedings, and 20 book chapters in books published by internationally renowned publishing houses, such as Springer, CRC press, IGI Global, etc. Currently, he is serving on the editorial board of the prestigious journal Frontiers in Communications and Networks and in the technical program committees of a number of high-ranked international conferences organized by the IEEE, USA, and the ACM, USA. He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. 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:"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:"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. 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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:null,institution:null},{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. 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In many cases, these diseases have adapted so well that they have developed efficient resilience methods in the human host and can live in the host for years. Others, particularly some blood parasites, can cause very acute diseases and are responsible for millions of deaths yearly. Many parasitic diseases are classified as neglected tropical diseases because they have received minimal funding over recent years and, in many cases, are under-reported despite the critical role they play in morbidity and mortality among human and animal hosts. The current topic, Parasitic Infectious Diseases, in the Infectious Diseases Series aims to publish studies on the systematics, epidemiology, molecular biology, genomics, pathogenesis, genetics, and clinical significance of parasitic diseases from blood borne to intestinal parasites as well as zoonotic parasites. We hope to cover all aspects of parasitic diseases to provide current and relevant research data on these very important diseases. In the current atmosphere of the Coronavirus pandemic, communities around the world, particularly those in different underdeveloped areas, are faced with the growing challenges of the high burden of parasitic diseases. At the same time, they are faced with the Covid-19 pandemic leading to what some authors have called potential syndemics that might worsen the outcome of such infections. 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He is currently a rated researcher by the National Research Foundation of South Africa at category C2. He has published widely in the field of infectious diseases and has overseen several MSc’s and PhDs. His research activities mostly cover topics on infectious diseases from epidemiology to control. His particular interest lies in the study of intestinal protozoan parasites and opportunistic infections among HIV patients as well as the potential impact of childhood diarrhoea on growth and child development. He also conducts research on water-borne diseases and water quality and is involved in the evaluation of point-of-use water treatment technologies using silver and copper nanoparticles in collaboration with the University of Virginia, USA. 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