Role of the B7 family members in asthma.
\\n\\n
These books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\\n\\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\\n\\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
\\n\\n\\n\\n\\n"}]',published:!0,mainMedia:null},components:[{type:"htmlEditorComponent",content:'
IntechOpen and Knowledge Unlatched formed a partnership to support researchers working in engineering sciences by enabling an easier approach to publishing Open Access content. Using the Knowledge Unlatched crowdfunding model to raise the publishing costs through libraries around the world, Open Access Publishing Fee (OAPF) was not required from the authors.
\n\nInitially, the partnership supported engineering research, but it soon grew to include physical and life sciences, attracting more researchers to the advantages of Open Access publishing.
\n\n\n\nThese books synthesize perspectives of renowned scientists from the world’s most prestigious institutions - from Fukushima Renewable Energy Institute in Japan to Stanford University in the United States, including Columbia University (US), University of Sidney (AU), University of Miami (USA), Cardiff University (UK), and many others.
\n\nThis collaboration embodied the true essence of Open Access by simplifying the approach to OA publishing for Academic editors and authors who contributed their research and allowed the new research to be made available free and open to anyone anywhere in the world.
\n\nTo celebrate the 50 books published, we have gathered them at one location - just one click away, so that you can easily browse the subjects of your interest, download the content directly, share it or read online.
\n\n\n\n\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"6935",leadTitle:null,fullTitle:"Toward Super-Creativity - Improving Creativity in Humans, Machines, and Human - Machine Collaborations",title:"Toward Super-Creativity",subtitle:"Improving Creativity in Humans, Machines, and Human - Machine Collaborations",reviewType:"peer-reviewed",abstract:"What is super creativity? From the simple creation of a meal to the most sophisticated artificial intelligence system, the human brain is capable of responding to the most diverse challenges and problems in increasingly creative and innovative ways. This book is an attempt to define super creativity by examining creativity in humans, machines, and human-machine interactions. Organized into three sections, the volume covers such topics as increasing personal creativity, the impact of artificial intelligence and digital devices, and the interaction of humans and machines in fields such as healthcare and economics.",isbn:"978-1-78985-910-2",printIsbn:"978-1-78985-909-6",pdfIsbn:"978-1-78985-911-9",doi:"10.5772/intechopen.73466",price:119,priceEur:129,priceUsd:155,slug:"toward-super-creativity-improving-creativity-in-humans-machines-and-human-machine-collaborations",numberOfPages:110,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"98c0eed8bde901e69239d5217d9be28d",bookSignature:"Sílvio Manuel Brito",publishedDate:"January 29th 2020",coverURL:"https://cdn.intechopen.com/books/images_new/6935.jpg",numberOfDownloads:6162,numberOfWosCitations:0,numberOfCrossrefCitations:3,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:7,numberOfDimensionsCitationsByBook:0,hasAltmetrics:1,numberOfTotalCitations:10,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"May 21st 2018",dateEndSecondStepPublish:"June 11th 2018",dateEndThirdStepPublish:"August 10th 2018",dateEndFourthStepPublish:"October 29th 2018",dateEndFifthStepPublish:"December 28th 2018",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"170935",title:"Ph.D.",name:"Sílvio Manuel",middleName:"Da Rocha",surname:"Brito",slug:"silvio-manuel-brito",fullName:"Sílvio Manuel Brito",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9HrQAK/Profile_Picture_2022-04-25T07:50:04.png",biography:"Silvio Brito holds a degree in human resources management and work psychology from ISLA, a master’s degree in management in the area of organizational behavior from the Lusíada University, and a Ph.D. degree in psychology from the University of Extremadura, Spain. He is an effective member of the Portuguese Society of Psychology, INFAD (Spain), and CITUR (Portugal), as well as an investigator of Psyche EX (Spain), a member of the chair of Entrepreneurs (Spain), and the founder and general secretary of AFIDE (Spain). He teaches Human Resources at the Polytechnic Institute of Tomar (Portugal) and a master’s course in Portugal and abroad. He is also a member of its jury commissions in Portugal and abroad, and an advisor on several scientific research papers. He has published several scientific, national, and international publications in the field of human resources, management, and psychology. He is an investigator member of the Human Talent Research Group of Organizational Behaviour and Human Resources.",institutionString:null,position:null,outsideEditionCount:null,totalCites:0,totalAuthoredChapters:"4",totalChapterViews:"0",totalEditedBooks:"3",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"569",title:"Intelligent System",slug:"human-computer-interaction-intelligent-system"}],chapters:[{id:"67510",title:"Introductory Chapter: Super Creativity—Mind, Men, and Machine",doi:"10.5772/intechopen.86358",slug:"introductory-chapter-super-creativity-mind-men-and-machine",totalDownloads:733,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Sílvio Manuel da Rocha Brito",downloadPdfUrl:"/chapter/pdf-download/67510",previewPdfUrl:"/chapter/pdf-preview/67510",authors:[{id:"170935",title:"Ph.D.",name:"Sílvio Manuel",surname:"Brito",slug:"silvio-manuel-brito",fullName:"Sílvio Manuel Brito"}],corrections:null},{id:"65968",title:"The Aha! Moment: The Science Behind Creative Insights",doi:"10.5772/intechopen.84973",slug:"the-aha-moment-the-science-behind-creative-insights",totalDownloads:1069,totalCrossrefCites:1,totalDimensionsCites:4,hasAltmetrics:1,abstract:"Insight, often referred to as an “aha moment,” has been defined as a sudden, conscious change in a person’s representation of a stimulus, situation, event, or problem. Recent advances in neuroimaging technology and neurophysiological techniques have allowed researchers an opportunity to hone in on the neural circuitry that governs insight, a phenomenon that has been theorized about by cognitive psychologists for over a century. Studies show that insight is not a sudden flash that comes from nowhere, but in fact is the result of the unconscious mind piecing together loosely connected bits of information stemming from prior knowledge and experiences and forming novel associations among them. This conceptualization of insight naturally gives rise to comparisons between insight and creativity. Creativity, however, involves many cognitive processes, occurring in many regions of the brain and thus cannot be laterally localized as insight can. Thus, creativity is not considered synonymous with insight; however, insight can certainly result in creative solutions during creative problem solving.",signatures:"Wesley Carpenter",downloadPdfUrl:"/chapter/pdf-download/65968",previewPdfUrl:"/chapter/pdf-preview/65968",authors:[{id:"261212",title:"Dr.",name:"Wesley",surname:"Carpenter",slug:"wesley-carpenter",fullName:"Wesley Carpenter"}],corrections:null},{id:"65636",title:"Crowdsourcing in the Fashion Industry",doi:"10.5772/intechopen.84607",slug:"crowdsourcing-in-the-fashion-industry",totalDownloads:1001,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In today’s cutthroat competitive world of fashion, flexibility and adaptability are essential elements for a company to survive in this industry. As such, there is a growing interest for open innovation and crowdsourcing as tools that might boost the competitiveness in the industry. By embracing open innovation, the use of external knowledge to emphasize internal creativity and expand market influence, industries can reach beyond their own internal resources and develop better ideas, faster and at a lower cost. The fashion industry is no exception. Specifically, crowdsourcing is lowering the fashion industry’s barriers to entry and giving the public an opportunity to not just shape a brand but also determine the trends of an entire sector. This chapter aims at analyzing the features, the pros, and the cons of crowdsourcing in the fashion industry focusing on the perspectives of both the companies and the customers.",signatures:"Luigi Nasta and Luca Pirolo",downloadPdfUrl:"/chapter/pdf-download/65636",previewPdfUrl:"/chapter/pdf-preview/65636",authors:[{id:"168999",title:"Dr.",name:"Luca",surname:"Pirolo",slug:"luca-pirolo",fullName:"Luca Pirolo"},{id:"262571",title:"Ph.D.",name:"Luigi",surname:"Nasta",slug:"luigi-nasta",fullName:"Luigi Nasta"}],corrections:null},{id:"68964",title:"From Individual Creativity to Team-Based Creativity",doi:"10.5772/intechopen.89126",slug:"from-individual-creativity-to-team-based-creativity",totalDownloads:803,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:1,abstract:"Supporting the development of creative competency is important for the actual challenges of the society. However, creativity has been mainly approached in an individual way, without considering the specificities of team-based creativity processes. In this chapter, we establish the differences between creativity as an individual approach and creativity as a collaborative process. Then we discuss creativity from the perspective of the leaners’ and teachers’ attitudes. Subsequently, we discuss the concept of the margin of creativity in different learning activities. We finalize this chapter by discussing digital uses that can support creativity in team-based contexts.",signatures:"Margarida Romero",downloadPdfUrl:"/chapter/pdf-download/68964",previewPdfUrl:"/chapter/pdf-preview/68964",authors:[{id:"234717",title:"Prof.",name:"Margarida",surname:"Romero",slug:"margarida-romero",fullName:"Margarida Romero"}],corrections:null},{id:"66138",title:"Shared Futures: An Exploration of the Collaborative Potential of Intelligent Machines and Human Ingenuity in Cocreating Value",doi:"10.5772/intechopen.85054",slug:"shared-futures-an-exploration-of-the-collaborative-potential-of-intelligent-machines-and-human-ingen",totalDownloads:1081,totalCrossrefCites:1,totalDimensionsCites:2,hasAltmetrics:0,abstract:"This chapter reports on the exploratory study that aimed at better understanding the conditions under which the combined capabilities of intelligent technologies and human ingenuity could be harnessed to create new efficiencies. The study was conducted within a university setting as universities should model how future societies ought to look like and drive societal change. As the new digital society 5.0 takes shape, the time has come to critically probe one aspect of society 5.0, the leveraging of human-machine collaborations to generate unique ideas and convert them into tangible results. The sequential mixed methods’ approach together with a sociocultural lens was used to investigate the ideal university conditions that could foster human-machine collaborations in value cocreation. Nineteen Senior Scandinavian and South African managers were interviewed to elicit their views on how human-machine collaborations could be harnessed to cocreate value within complex university settings. Entrenched cultures, policies, systems, and multiple stakeholder interests which complex into rules and routines mostly define university mores. These university mores are often impervious to rapid newness and radical change. Fifteen advanced undergraduates at one South African university also participated in a quasi-experimentation that investigated team formation and team development within the context of human-machine collaborations.",signatures:"Teboho Pitso",downloadPdfUrl:"/chapter/pdf-download/66138",previewPdfUrl:"/chapter/pdf-preview/66138",authors:[{id:"259594",title:"Dr.",name:"Teboho",surname:"Pitso",slug:"teboho-pitso",fullName:"Teboho Pitso"}],corrections:null},{id:"65524",title:"Diginalysis: The Man-Machine Collaboration in Music Analysis",doi:"10.5772/intechopen.84355",slug:"diginalysis-the-man-machine-collaboration-in-music-analysis",totalDownloads:600,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The digital technology of the twenty-first century has put man and machine in the center stage where electronic generation, production and manipulation of the musical sound are the norm. The dynamics of the century have made time more elusive and patience more diminutive. Time and patience are vital for any form of successful exercise in music analysis. The intricacies of applying logic to resolve complex musical structures, facts, propositions, and concepts into their elements demand more than technical know-how; they demand a lot of time and patience. With the continued fleeing of time and patience, mechanical accuracy in music analysis would need a full-blown computer-driven “diginalysis.” However, inherent limitations of the computer in music analysis, such as decoding the composer’s ideologies, necessitate human-machine collaboration. An in-depth descriptive survey has shown that this effective collaboration between man and machine will collapse time and energy by providing immediate feedback, technical accuracy and dependable results.",signatures:"Ikenna Emmanuel Onwuegbuna",downloadPdfUrl:"/chapter/pdf-download/65524",previewPdfUrl:"/chapter/pdf-preview/65524",authors:[{id:"262464",title:"Dr.",name:"Ikenna Emmanuel",surname:"Onwuegbuna",slug:"ikenna-emmanuel-onwuegbuna",fullName:"Ikenna Emmanuel Onwuegbuna"}],corrections:null},{id:"69425",title:"The Machine-Human Collaboration in Healthcare Innovation",doi:"10.5772/intechopen.88951",slug:"the-machine-human-collaboration-in-healthcare-innovation",totalDownloads:877,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The biopharma industry is in crisis, demonstrated by unsustainable research and development (R&D) costs. In parallel, the healthcare system suffers from skyrocketing costs, driven by the prevalence of chronic diseases and increased life expectancy. Innovative technologies have the potential to alleviate challenges both in the biopharma R&D model and in healthcare. This chapter considers how Big Data analysis based on artificial intelligence and machine learning offer opportunities to drive greater efficiency across the entire R&D value chain, enhance the quality of assets produced, and improve the time and cost to bring products to market. We also consider the unique challenges that arise with the integration of these fields into healthcare and medicine, specifically, the initially high costs when new medical and healthcare technologies are brought to the marketplace; widening socioeconomic health inequalities due to high marketplace costs; and unique methodological challenges presented by cross industry innovation, research, development, and implementation.",signatures:"Neta Kela-Madar and Itai Kela",downloadPdfUrl:"/chapter/pdf-download/69425",previewPdfUrl:"/chapter/pdf-preview/69425",authors:[{id:"268981",title:"Ph.D.",name:"Neta",surname:"Kela-Madar",slug:"neta-kela-madar",fullName:"Neta Kela-Madar"},{id:"309674",title:"Dr.",name:"Itai",surname:"Kela",slug:"itai-kela",fullName:"Itai Kela"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"6389",title:"Entrepreneurship",subtitle:"Trends and 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Shahjahan Kabir",slug:"m.-shahjahan-kabir",email:"kabir.stat@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}}]}},chapter:{id:"76501",slug:"enhancing-abiotic-stress-tolerance-to-develop-climate-smart-rice-using-holistic-breeding-approach",signatures:"M. Akhlasur Rahman, Hasina Khatun, M. Ruhul Amin Sarker, Hosneara Hossain, M. Ruhul Quddus, Khandakar M. Iftekharuddaula and M. Shahjahan Kabir",dateSubmitted:"March 6th 2021",dateReviewed:"March 17th 2021",datePrePublished:"June 10th 2021",datePublished:"December 22nd 2021",book:{id:"11571",title:"Cereal Grains",subtitle:"Volume 2",fullTitle:"Cereal Grains - Volume 2",slug:"cereal-grains-volume-2",publishedDate:"December 22nd 2021",bookSignature:"Aakash Kumar Goyal",coverURL:"https://cdn.intechopen.com/books/images_new/11571.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"97604",title:"Dr.",name:"Aakash K.",middleName:null,surname:"Goyal",slug:"aakash-k.-goyal",fullName:"Aakash K. Goyal"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"338812",title:"Dr.",name:"M. Akhlasur",middleName:null,surname:"Rahman",fullName:"M. Akhlasur Rahman",slug:"m.-akhlasur-rahman",email:"akhlas08@gmail.com",position:null,institution:null},{id:"340364",title:"Dr.",name:"Hasina",middleName:null,surname:"Khatun",fullName:"Hasina Khatun",slug:"hasina-khatun",email:"hasinabrri09@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340367",title:"Dr.",name:"Hosneara",middleName:null,surname:"Hossain",fullName:"Hosneara Hossain",slug:"hosneara-hossain",email:"shimulbrri@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340368",title:"Dr.",name:"M. Ruhul Amin",middleName:null,surname:"Sarker",fullName:"M. Ruhul Amin Sarker",slug:"m.-ruhul-amin-sarker",email:"mrasbrri@yahoo.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340369",title:"Dr.",name:"Khandakar M.",middleName:null,surname:"Iftekharuddaula",fullName:"Khandakar M. Iftekharuddaula",slug:"khandakar-m.-iftekharuddaula",email:"kiftekhar03@yahoo.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"352116",title:"Mr.",name:"M. Ruhul",middleName:null,surname:"Quddus",fullName:"M. Ruhul Quddus",slug:"m.-ruhul-quddus",email:"rquddus265@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"352118",title:"Dr.",name:"M. Shahjahan",middleName:null,surname:"Kabir",fullName:"M. 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\r\n\tHuman sexuality plays a major role in everyone's life. Regardless, whether we are young or old, man or woman, American or Japanese, it is an integral part of what we do and who we are.
\r\n\r\n\tThe book will focus on the following aspects:
\r\n\r\n\t1) Human Cycle Response cycle and sex education.
\r\n\t2) Human sexual disorders in males and females.
\r\n\t3) Psychological aspects of the human sexual response cycle and its disorders.
\r\n\t4) The therapeutic aspects.
\r\n\tThe human sexual response cycle and human sexual behavior are interrelated. How this inter-relationship and its association to normal sexual health need to be delineated. In a world torn between sex and sexually transmitted disease, clear-cut scientific information in the form of a monograph is required to educate.
\r\n\r\n\tHuman sexuality, gender identity, and sexuo-erotic orientation play great roles in human health and disease. Sex education is the need of the hour and a reflection will be timely.
",isbn:"978-1-80355-151-7",printIsbn:"978-1-80355-150-0",pdfIsbn:"978-1-80355-152-4",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!1,isSalesforceBook:!1,hash:"13af09c4cf93ae89789a3db597972cf6",bookSignature:"Dr. Dhastagir Sultan Sheriff",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11267.jpg",keywords:"Master and Johnson's Cycle, Sex Education, Premature Ejaculation, Orgasmic Disorders, Sexual Aversion Disorders, Dyspareunia, Vaginismus, Sex Hormones, Sexually Transmitted Diseases, Impotence, Low Libido, Blood Analyses",numberOfDownloads:106,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfDimensionsCitations:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"August 18th 2021",dateEndSecondStepPublish:"March 3rd 2022",dateEndThirdStepPublish:"May 2nd 2022",dateEndFourthStepPublish:"July 21st 2022",dateEndFifthStepPublish:"September 19th 2022",remainingDaysToSecondStep:"3 months",secondStepPassed:!0,currentStepOfPublishingProcess:4,editedByType:null,kuFlag:!1,biosketch:"Dr. Sheriff is a life counselor, sex educationist, and researcher with over 35 years of teaching experience, five authored books, and editorials written in the British Journal of Sexology and the Journal of Royal Society of Medicine. Dr. Sheriff is a life member of the European Society for Human Reproduction, and Early Human Development, American Association of Clinical Chemistry, Association of Physiologists and Pharmacologists of India, and a member of the National Academy of Medical Sciences.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"167875",title:"Dr.",name:"Dhastagir Sultan",middleName:null,surname:"Sheriff",slug:"dhastagir-sultan-sheriff",fullName:"Dhastagir Sultan Sheriff",profilePictureURL:"https://mts.intechopen.com/storage/users/167875/images/system/167875.jpg",biography:"Dhastagir Sultan Sheriff is a life member of the European Society for Human Reproduction and Early Human Development, Association of Physiologists and Pharmacologists of India, member of the National Academy of Medical Sciences, New Delhi, and resource person for UNESCO for Medical and Bioethics. Dr. Sheriff has authored five books including a textbook on medical biochemistry with additional interest in human sexology. He had editorials written in the British Journal of Sexology, Journal of Royal Society of Medicine, Postgraduate Medicine, and Scientist. 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CD4+ T cells of Th2 phenotype secreting Th2 cytokines such as IL-4, IL-5, and IL-13 play a critical role in asthma initiation and propagation [2]. In this book chapter, we address the question of how different costimulatory molecules influence the allergic immune response which is central to asthma pathogenesis.
The initial step in the immune response is the antigen capture and processing by APC. APC subdivide into “professional” such as dendritic cells (DC), B cells, and macrophages, and “unprofessional” such as epithelial cells, fibroblasts, basophils, eosinophils, ILC2 (type 2 innate lymphoid cells), which normally have other functions in tissues and do not act as APC [3, 4, 5]. Antigenic epitopes derived from a captured allergen are presented to T cells in the context of specific MHC (human leukocyte antigen, HLA, for human cells) molecules [1]. This is the first signal for T cell activation, whereas a second signal is derived from costimulation where specific costimulatory molecules on APC interact with their receptors on T cells (Figure 1) [6]. The first signal alone does not lead to the immune response to allergen (Figure 1), it rather induces T cell unresponsiveness or “anergy” [6, 7].
The two-signal model of the T-cell activation. (a) Functions of the immune checkpoint molecules (IChMs) are completely dependent on the first signal because the interaction of the receptor (Co-R) on T-cells with the ligand (Co-L) on APCs (the second signal) do not result in an activation of T-cells without the first signal. (b) T-cell activation has not occurred in the absence of the second signal. In several cases, the absence of the second signal leads to T-cell tolerance and anergy. (c) the correct activation of T-lymphocytes occurs after the TCR interaction with the MHC-presented peptide (Ag) (the first signal) and after the interaction of a ligand of the B7 family (Co-L) with its receptor (Co-R) (the second signal). A synergism of the two signals results in an optimal activation of T-cells.
The members of the B7 family are the most characterized immunomodulatory ligands that bind to receptors on lymphocytes. They can act as costimulators or inhibitors/checkpoints. Currently, there are eleven known representatives of the B7 family, namely: B7–1 (CD80), B7–2 (CD86), B7-H1 (PD-L1, CD274), B7-DC (PDCD1LG2, PD-L2, CD273), B7-H2 (B7RP1, ICOS-L, CD275), B7-H3 (CD276), B7-H4 (B7x, B7S1, Vtcn1), B7-H5 (VISTA, Platelet receptor Gi24, SISP1), B7-H6 (NCR3LG1), B7-H7 (HHLA2), and ILDR2 (the synonyms of IChM names of the B7 family are given in parentheses) [7, 8]. Two molecules of B7 family proteins [9], B7–1 and B7–2, are the best characterized costimulators [7, 8]. Their ligation of CD28 expressed on T cells leads to T cell activation whereas interaction with cytotoxic T lymphocyte-associated antigen 4 (CTLA-4) functions as an inhibitory signal.
Multiple recent reports pointed to selected semaphorin family [10, 11] members acting as checkpoints in the immune response regulating optimal T cell activation and cytokine production [10, 12]. Semaphorins alone are unable to induce or suppress T cell activation regulated by a combination of signals 1 and 2 but can significantly potentiate or downregulate it [10, 12]. Moreover, their involvement in asthmatic disease development has been supported by several recent publications (reviewed in [13, 14, 15] establishing them as potential immunomodulatory targets.
The goal of this book chapter is to discuss the roles of these molecules in asthma and provide the ground for their therapeutic use in disease prevention, management, or treatment.
Asthma is Th2 cell-driven disease with Th2 type cytokines such as IL-4, IL-5, and IL-13 driving the disease pathology [2]. The effect of costimulation in asthma has been a subject of several decades’ of research. The differential role of two B7 family members in allergic response has been extensively studied and described in multiple articles published in the late 1990-s (16–19, reviewed in 20, 21). The work by Freeman et al. [16] questioned the functional necessity of two known at that time B7 family members. Using the
Role of costimulation in T cell immune response and asthma. a. B7–1 and B7–2 interaction with CTLA-4 contributes to suppressive activity of allergen-specific Treg cells whereas their interaction with CD28 costimulates Th1 and Th2 responses. b. ICOS-L – ICOS interaction regulates Th2 effector cell function; it is efficient in stimulation of IL-4 and IL-10 production but not IFNγ. It regulates Th2 cell infiltration into lungs, promotes B cell differentiation and IgE production, contributes to AHR. This pathway also regulates IL-10 production in Treg cells. c. PD-L1 interaction with PD-1 receptor play a protective role in allergic asthma as it was reported to drive a differentiation of Treg cells and to downregulate contact hypersensitivity reaction. On the other hand, the use of neutralizing anti-PD-1 ab in vivo decreased eosinophilic lung infiltration but increased AHR and lung neutrophilia. d. PD-L2 interaction with PD-1 receptor downregulates allergic asthmatic response by suppressing Th2 cell activation, AHR, eosinophil infiltration, and IgE production. e. B7-H3 interaction with unknown receptor promotes Th2 and Th17 cell differentiation, lung infiltration by eosinophils, AHR, IL-4 and IL-17 production.
The B7 homolog 1 (B7-H1) shares the same inducible PD-1 receptor on T cells with B7-DC (reviewed in 20, 21). While B7-H1 is constitutively expressed on monocytes and is downregulated with cell activation, B7-DC expression is induced by cell activation (reviewed in 7, 8, 20). Functionally, it was speculated that PDL-1 may suppress Th1-mediated inflammation and PDL-2 may suppress Th2-mediated inflammation (Figure 2) [20, 21]. The expression and regulation of PD-L1 and PD-L2 in asthma were analyzed using a segmental challenge of human lungs with allergen followed by BAL [22]. This study was initiated to clarify the importance of these costimulators in human asthma as previous reports using mouse models of the disease gave conflicting results [23, 24, 25]. The mouse lung expression levels of PD-L1 and PD-L2 were significantly upregulated by the OVA challenge [25]. However, the treatment of DC with CPG DNA, CD40L, GM-CSF, LPS, and IFN-γ led to the increased expression of PD-L2 on the cell surface whereas IL-4 and IL-13 induced the highest PD-L2 expression on DC among all mentioned above stimuli [25]. Interestingly, Th2 cytokines induce PD-L2 expression on DC but not B7–1 or B7–2 expression suggesting a regulatory role of this costimulatory in Th2 cell activation.
Another pair of the B7 family ligand and its receptor involved in the regulation of T cell activation comprises of B7-H2 and ICOS (Inducible CO-Stimulator) (Figure 2). It was originally shown that the engagement of ICOS by B7-H2 on CD4+ T cells increased the production of Th1 (IFN-γ and TNFα) and Th2 (IL-4, IL-5, and IL-10) cytokines [28, 29, 30]. ICOS-deficient mice were unable to induce the allergen-specific IgE responses when compared to WT mice which demonstrated an important role of ICOS:B7-H2 interaction in the induction of IgE production [31]. It was shown recently that the injection of anti-B7-H2 mAb resulted in the reduction of inflammation and Th2 cytokines production in the mouse model of allergic asthma [32]. Moreover, blocking the ICOS:B7-H2 interaction on human ILC2s reduced AHR and lung inflammation in the experimental asthma model [33]. In addition, it was demonstrated that in contrast to wild-type counterparts, B7-H2 deficient mice did not develop AHR after OVA sensitization and challenge [34].
To investigate the contribution of B7-H3 to the development of allergic asthma, mice were treated with antiB7-H3 blocking Ab during the course of OVA sensitization and challenges [35]. Anti-B7-H3 mAb treatment of mice at the experimental asthma induction phase (days 7–18 after allergen priming) suppressed allergic lung inflammation including eosinophilic infiltration, airway mucus hypersecretion, downregulated the number of B7-H3+ cells in the lung tissues as compared with the immunoglobulin G (IgG) treated control group. In addition, anti-B7-H3 mAb inhibited IL-4 and IL-17 levels and increased the expression IFN-γ in BALF of allergen-treated mice. However, anti-B7-H3 mAb treatment did not show an inhibitory effect on any measured asthma parameters at the effector phase (days 21–27 after priming). Nevertheless, B7-H3 blockage can provide a novel therapeutic approach for allergic asthma especially if used in a combination with immunotherapies that work in the effector phase. Two years later the same group of scientists reported an association of asthma exacerbation with increased levels of B7-H3 expression in the peripheral blood of asthmatic children which was significantly decreased by the use of steroids [36]. Their further studies in an animal model of asthma showed that recombinant B7-H3 administration to the mouse lungs in the time-frame of allergen priming (days 0 to 14), but before challenge (days 21, 27), significantly upregulate all parameters of allergic response such as inflammatory cell infiltration to the lung tissues, Th1 and Th2 cytokine levels in BAL and plasma, allergen-specific IgE production, and Th2/Th17 cell proliferation and cytokine levels [37].
The roles of other B7 family members such as B7-H4, B7-H5, and B7-H7 in asthma have never been investigated. Conflicting data on B7-H7 costimulation results led to a proposed concept of dual functionality as it is in the case of B7–1/B7–2 and CD28/CTLA-4. As an example, B7-H7 receptor CD28H could serve as an immunostimulatory receptor for T cell activation whereas KIR3DL3 could inhibit immune responses upon ligation of B7-H7 [38]. On the other hand, CD28H which is a CD28 homolog absent in mice but present in human serves as a functional receptor for B7-H5 [39]. B7-H5/CD28H interaction selectively costimulates human T-cell growth and cytokine production via an AKT-dependent signaling cascade. Interestingly, CD28H is constitutively expressed on all naïve T cells and its expression decreased with cell activation and is lost on terminally differentiated effector CD45RA + CCR7 − T cells [39]. Basically, the effector cytokine-producing CD4+ T helper cells and FoxP3+ CD4+ T reg cells lack CD28H expression. The authors associate such loss of expression for effector cells with repetitive cell stimulation. Moreover, the pattern on B7-H5 expression in peripheral tissue suggests that B7-H5/CD28H interaction is critical for the co-stimulation of newly generated effector or effector/memory T cells at the periphery. B7-H6 was not detected in normal human tissues but was expressed on human tumor cells [40]. B7-H6 triggers NKp30-mediated activation of human NK cells [40]. In summary, the roles of B7-H4, B7-H5, B7-H6, and B7-H7 in allergic asthma are long overdue to be determined.
Ildr2 (Ig-like domain-containing receptor 2), the gene encoding the murine ortholog (formerly designated “Lisch-like”) was originally identified as a modifier of susceptibility to type 2 diabetes in obese mice [41]. Its expression level was associated with reduced β- cell number and reproduction and with persistent mild hypoinsulinemic hyperglycemia [41]. A new immunomodulatory function of this B7-like homolog protein has been recently reported by Hecht and associates [42]. They showed that the administration of a recombinant ILDR2-mFc protein to mice displayed a therapeutic effect in a model of rheumatoid arthritis. It induced an increase in the IgG1/IgG2a ratio which suggested a shift from the proinflammatory pro-rheumatic Th1 responses to anti-inflammatory Th2 responses. The ILDR2 upregulation was reported previously for DC cultures when they were stimulated to become DC2-like cell that promotes Th2 response [43]. Therefore, ILDR2 has a promoting effect on allergic diseases, however, it has never been investigated directly.
Several neuronal guidance proteins, known as semaphorin molecules, function in the immune system. This dual tissue performance has led to them being defined as “neuroimmune semaphorins” [44]. They have been shown to regulate T cell activation by serving as immune checkpoints (Figure 3) [12]. Neuroimmune semaphorins are either constitutively or inducibly expressed on immune cells. The T cell co-stimulatory action of neuroimmune semaphorins requires the presence of two signals: signal one provided by TCR/MHC engagement and signal two arises from B7/CD28 interaction. Thus, neuroimmune semaphorins serve as a “signal three” for immune cell activation by supporting their polarization, expansion, differentiation, and regulating the intensity of immune response. This book chapter summarizes the current knowledge on the structure and receptors for several neuroimmune semaphorins involved in the immune response and their role in allergic asthma.
Neuroimmune semaphorins in T cell – DC crosstalk. a. Sema3A. Sema3A inhibits T cell activation. Low constitutive levels of Sema3A on DC are upregulated with cell activation. DC surface-expressed and soluble Sema3A inhibit T cell proliferation presumably acting through NRP-1. Sema3A inhibits DC activation and chemotaxis. Inducible T cell-expressed and soluble Sema3A use NRP-1 and NRP-2 as ligand-binding receptors and NRP-associated Plexin A1 and A2 as signaling receptors to regulate DC activation and chemotaxis. b. Sema3E. Sema3E regulates DC subsets. Higher numbers of CD11b + DC and lower numbers of CD103+ DC were detected in the lungs of Sema3E−/− mice at the steady-state condition and after allergen sensitization. The DC receptor involved in such Sema3E action is Plexin D1. c. Sema4A. Sema4A-mouse Tim2 (mTim2) or human ILT4 (hILT4) pathways costimulate T cells. Sema4A on DC directly binds mTim-2 or hILT4 on T cells. This leads to optimal T cell activation, proliferation and cytokine production. d. Sema4D. Distinct receptor-dependent effects of T cell-expressed Sema4D on DC functions. Sema4D costimulates T cells. Sema4D serves as an indirect costimulatory molecule for T cell activation. Sema4D on T cells stimulates DC to accelerate their activation and maturation. Stimulated DC, in their turn, enhance T cell activation. The main receptor for such Sema4D action is believed to be CD72. Sema4D costimulates DC. T cell-expressing and soluble Sema4D ligation of DC-expressing Plexin B1 and B2 receptors stimulates DC proinflammatory cytokine production and migration. e. Sema6D. Sema6D acts as indirect T cell costimulatory molecule. T cell expressed Sema6D activates DC through Plexin A1 receptor. Polyclonally- or Ag-stimulated T cells upregulate Sema6D expression. Sema6D stimulates T cell viability, proliferation and cytokine production on late stages of immune response. f. Sema7A. Sema7A in T cell-DC interaction. Indirect T cell stimulation by T cell expressed Sema7A ligation of Plexin C1 on DC.
Sema3A, previously known as chick collapsin 1, SemD, or Sema III, was discovered in the 1990s. In the nervous system, it functions either as a repulsive agent for axonal outgrowth or an attractive agent for apical dendrite growth [45, 46, 47, 48]. Sema3A is a glycoprotein with an Ig-like C2-type domain, a PSI (cysteine-rich module in extracellular portion) domain, and a Sema domain. Antipenko and associates [49] reported the crystal structure of Sema3A and identified a neuropilin (NRP) binding site and a potential plexin interaction site. Further studies demonstrated the physiologic receptors for Sema3A which consist of NRP/Plexin complexes where NRP1 serves as a ligand-binding receptor whereas Plexin A1 functions as a signaling receptor [50, 51]. The secreted 95 kDa forms of Sema3A can further undergo a proteolytic cleavage forming the 65 kDa forms [49], which have decreased activity toward neurons [52, 53]. The cryoEM of extracellular complex of Sema3A, PlexinA4, and NRP1 at 3.7 Å resolution demonstrated a large symmetric 2:2:2 molecular assembly in which each subunit makes multiple interactions with others [54].
The immunomodulatory role of Sema3A in allergic asthma has been extensively studied by the laboratory of Dr. Vadasz at Technion, Israel [55, 56, 57]. When examining the serum levels of Sema3A in asthmatic patients with different stages of disease severity they have determined that Sema3A was significantly downregulated in both severe and moderate asthmatic patients when compared to that of healthy individuals [55]. Low levels of Sema3A correlated with asthma severity. Purified CD4 + T cells from asthmatic patients were incubated with recombinant human (rh) Sema3A protein for 24 h what led to a higher number of Treg cells as compared to similarly conditioned cell cultures from healthy controls [55]. Moreover, rhSema3A affected Treg cells directly by inducing a higher Foxp3 expression. Considering the results of these clinical studies and established downregulatory role of Treg cells in asthma, it is logical to conclude that Sema3A plays an inhibitory role in allergic disease in part by inducing and stabilizing Treg cells. Indeed, the low expression of Sema3A was noticed in the nasal epithelium in the animal model of allergic rhinitis as compared to control mice [58]. Re-introduction of recombinant Sema3A to the mouse nose alleviated sneezing and nasal rubbing symptoms in allergic mice. When rhSema3A was administered intraperitoneally to the mice treated with allergen, a downregulation of lung inflammatory response and angiogenesis was observed [56, 57]. However, the full understanding of the mechanisms of lung inflammation and angiogenesis suppression by Sema3A is still ill-defined. In summary, these experiments indicated that sema3A is a potential novel therapeutic agent for the treatment of bronchial asthma.
Sema3E (originally termed M-SemaH) was first identified in the metastatic cell lines using a differential display technique which allowed to identify 2 splice variants encoding the same 775 a.a. protein [59]. The protein consists of a putative signaling sequence in NH- terminus followed by a large semaphorin domain, a c2 immunoglobulin-like domain at the amino acids 595–659, approximately 20 residues serving as a transmembrane domain, and positively charged residues in the COOH-terminus [59]. Sema3E contains 13 conserved cysteine residues and 3 potential A’-glycosylation sites. The amino acid sequence of Sema3E was found to be 82% identical to the reported partial sequence of chick collapsin 5 and 44–48% to all other members of the subclass III of the family [59]. Also, the AU-rich motif (AUUUA) conferring protein instability has been defined.
The extensive work by Movassagh and associates from the laboratory of Dr. Gounni at the University of Manitoba, Canada [60] defined the effect of Sema3E deficiency in experimental mouse model of asthma. Such deficiency resulted in substantial airway eosinophilia in untreated Sema3E−/− mice whereas the numbers of alveolar macrophages, T, B, NK, and NKT cells were comparable to those in WT mice. Therefore, the absence of Sema3E predisposed mice to allergic inflammation. Indeed, repeated inhalational exposure to HDM increased many components of asthmatic response in Sema3E−/− mice. This increase involved peribronchial inflammation, AHR to methacholine challenges, goblet cell hyperplasia, collagen deposition, and Th2/Th17 cytokine levels. All these features of asthmatic response were significantly downregulated when recombinant Sema3E was administered to the allergen sensitized mice intranasally [61]. A higher frequency of CD11b + pulmonary DC, a Th2- promoting subtype of DC, was observed in Sema3E−/− mice in both, the steady-state and allergen sensitized conditions as compared to WT control animals. When adoptively transferred to naïve mice, these Sema3E−/− CD11b + DC were able to induce the highest allergic lung inflammatory response especially when the DC recipients were Sema3E−/− mice. While examining the generated bone marrow chimeric mice, the authors defined the contribution of Sema3E on bone marrow-derived inflammatory cells in allergen-induced lung pathology. This work aligns with their previous study demonstrating Sema3E-mediated inhibition of human ASM cell proliferation and migration and defining the signaling pathways involved in such effect [62]. Moreover, their recent study clearly demonstrated a suppressed Sema3E expression in human severe asthma using bronchial biopsy and lung tissue histology specimens [63]. These data suggest that Sema3E plays an important regulatory role in allergic asthma. Targeting this molecule could be a novel approach to treat allergic asthma.
The Sema4A molecule is a 761 aa long glycoprotein of 150 kDa molecular weight with an NH2-terminal 32 aa signal peptide, a Sema domain, and an Ig domain of the C2 type (both 651 aa), a hydrophobic 21 aa transmembrane region, and a 57 aa cytoplasmic tail (Swissprot Accession # Q9H3S1). Its functions are the most complicated, diverse, and least studied. Sema4A has six known receptors (reviewed in 12). Sema4A exists in both membrane-bound and soluble forms [64, 65]. On the cell surface, it is expressed as a monomer and a dimer [65].
The role of Sema4A in asthma has been evaluated in the laboratory of Dr. Chapoval at the University of Maryland, USA [64, 66, 67]. It has been shown previously that lung-specific vascular endothelial growth factor (VEGF) expression induced asthma-like pathologies in the murine lungs [68, 69]. The experimental models of OVA-induced and VEGF-mediated allergic airway inflammation were used to assess the changes in expression of immune semaphorins and their receptors in mouse lung tissues [64]. We reported Sema4A expression was detected on bronchial epithelial cells, smooth muscle cells, and accessory-like cells. Both external allergen and lung local VEGF upregulated the expression of Sema4A and its receptors in the lung tissue. Allergen treatment led to a detection of a whole Sema4A protein plus its dimer in the bronchoalveolar (BAL) fluids under inflammation which was not found in the control mouse group.
A recent study by Lynch and associates [70] examined the role of Sema4A in respiratory syncytial virus (RSV)-induced bronchiolitis which is a predisposition for asthma. The authors used BDCA2-diphtheria toxin receptor (DTR) transgenic mice to induce the specific and reversible depletion of plasmacytoid DC (pDC) with intraperitoneal DT injections. They showed that pDC depletion in neonatal, but not adult, mice increased bronchiolitis severity and was sufficient to evoke an asthma-like phenotype upon viral challenge thus conforming that severe bronchiolitis in early life predisposes to subsequent asthma upon viral exposure. They also demonstrated that pDC from virus-infected mice expand Foxp3 + NRP1+ Treg cells and such expansion is effectively inhibited by the use of anti-Sema4A neutralizing Ab. Moreover, NRP1+ Treg cells transfer from infected to naïve mice prevents the recipients from viral bronchiolitis and subsequent asthma. This study further strengthens the importance of the Sema4A-mediated Treg cells expansion pathway and its important role in asthma protection and/or suppression.
Sema4D, also known as Cluster of Differentiation 100 (CD100), was the first semaphorin with defined expression and function in the immune system ([71, 72], reviewed in [12, 44, 73]). Several studies pointed to its critical regulatory role in the immune system ([74, 75], reviewed in [12, 44, 73, 76]). Sema4D consists of an NH2- terminal signal peptide, a sema domain, an Ig domain of the C2 type, a hydrophobic transmembrane region, and a cytoplasmic tail [71, 72]. The molecule’s crystal modeling demonstrates the presence of a conserved seven-blade β-propeller structure [77] which is the structure of a conserved sema domain and is shared by all semaphorin family members. There is an 88% amino acid identity between human and murine Sema4D homologs [72]. Sema4D exists in both, membrane-bound and soluble forms, which are both biologically active [78, 79].
The recent report from Dr. Chapoval’s laboratory at the University of Maryland has demonstrated an important regulatory role of Sema4D in asthma pathogenesis [80]. We exposed Sema4D-deficient and WT mice to OVA injections and challenges in the well-defined mouse model of OVA-induced experimental asthma. Sema4D-deficient mice demonstrated a significant decrease in eosinophilic airway infiltration after allergen challenge relative to WT mice. This reduced allergic inflammatory response was associated with decreased BAL Th2 and Th17 cytokine levels. The reduced T cell proliferation in OVA₃₂₃₋₃₃₉-restimulated Sema4D−/− cell cultures suggested lower T cell activation. Sema4D deficiency led to the increased number of Treg cells in mice after the allergen challenge. Surprisingly, Sema4D deficiency had no effect on airway hyperreactivity (AHR) to methacholine challenges in either acute or chronic experimental disease settings. Moreover, the lung DC number and activation were not affected by Sema4D deficiency. Our research data provided new insight into Sema4D biology and defined Sema4D as an important regulator of Th2-driven lung inflammation and as a potential target for disease immunotherapy.
Molecular cloning, mapping, and functional analysis of Sema6D together with Sema6C have been carried out more recently if compared to other semaphorins with costimulatory properties ([81], reviewed in [12]). Amino acid sequence alignment analysis of human semaphorin (HSA)SEMA6C, rat Sema6C, and mouse Sema6C showed the existence of the class VI semaphorin characteristic of the extracellular domain and PSI domain, which differ from all known members of semaphorin family. Predicted structure (HSA)SEMA6D isoforms were compared with related semaphorin proteins. Five isoforms of SEMA6D have been isolated and the significance of the alternatively spliced variants was evaluated by RT-PCR and Northern blots. The expression of different isoforms was found to be regulated in a tissue- and development-dependent manner. Sema6D consists of a signal peptide, a PSI domain, a transmembrane segment, an Ig domain, and a sema domain. Sequence analysis has shown that the translated polypeptides are composed of a 1–21 aa signal peptide followed by a 59–477 aa sema domain, a 508–563 aa PSI domain, a transmembrane segment, and a long cytoplasmic region.
The role of Sema6D in asthma has never been investigated. Based on the published data claiming a costimulatory role of Sema6D in T cell activation, we assume it regulates a disease severity. Regulation of T cell activation by Sema6D was examined
It is well established that macrophage polarization is a result of and a contributor to asthma pathogenesis [83]. Macrophages consist of more than 70% of lung cells and increased M2 macrophage polarization mirrored by increased Th2 response leads to further heightening of asthma pathology [83]. Macrophages and DCs expressed high levels of Sema6D [84]. Sema4D deficiency led to a downregulation of M2 polarization by bone marrow-derived macrophages accompanied by significant reductions in expression of Arg1, chitinase 3 like-1 (Chi3l1), Retnla, and Il10, as determined by qRT-PCR [84].
The cDNA clone containing the entire coding sequence of the Sema7A gene and its molecular characteristics were first reported by Yamada and associates [85]. The human Sema7A cDNA clones were identified through the screening of a plasmid library generated from a leukemic T cell line. The 1998-base pairs of the cloned DNA’s open reading frame encoded a 666 aa protein. This protein contained a 46 aa signal peptide and a 19 aa GPIanchor glycophosphatidylinositol linkage motif. The membrane-anchoring form of Sema7A was 602 aa long. The estimated molecular mass of the nonglycosylated form was 68 kDa. The authors located an “RGD (Arg-Gly-Asp) cell attachment sequence and the five potential N-linked glycosylation sites on the membrane-anchoring form”. The expression of a native Sema7A form in transfected cells was confirmed by immunoprecipitation and flow cytometry analyses of cell transfectants. The Sema7A gene was identified on chromosome 15 (15q23–24) by radiation hybrid mapping. The 88.0% similarity at the nucleotide level was detected between murine and human Sema7A or 89.3% similarity at the amino acid level of corresponding proteins [86]. Both human and mouse SEMA7A contain a seven-bladed β-propeller semaphorin N- terminus domain, a plexin, semaphorin, and integrin domain (PSI), an immunoglobulin-like domain, and the characteristic for this particular semaphorin molecule GPI anchor in their C-terminus [87].
The extensive examination of a costimulatory function of Sema7A in T cell proliferation established this neuroimmune semaphorin as an inhibitor of T cell activation [88]. Sema7A−/− T cells demonstrated an enhanced proliferation upon Ag re-stimulation
B7 family member | Role in asthma | Function | Reference |
---|---|---|---|
B7–1/B7–2 | Stimulatory | Stimulates T cell activation and inflammatory cytokines production | [17, 18] |
B7-H1 (PD-L1)/B7-DC (PD-L2) | Inhibitory | Downregulates inflammatory cytokines production and airway hyperreactivity | [22, 25, 26] |
B7-H2 | Stimulatory | Induces Th2 cytokines and IgE productions | [28, 29] |
B7-H3 | Stimulatory | Increases Th2 and Th17 cytokine production | [35, 36] |
B7-H4 | Unknown | ||
B7-H5 | Unknown | ||
B7-H6 | Unknown | ||
B7-H7 | Unknown | ||
ILDR2 | Stimulatory | Promotes Th2 response | [42, 43] |
Role of the B7 family members in asthma.
Semaphorin | Role in asthma | Function | Reference |
---|---|---|---|
Sema3A | Inhibitory | Stimulates Treg cells. Low serum levels correlate with asthma severity Downregulates lung inflammatory response | [55, 56, 57, 58] |
Sema3E | Inhibitory | Sema3E deficiency upregulates asthmatic response, led to a high frequency of Th2 promoting DC. Sema3E inhibits ASM cell proliferation. Low lung tissue expression is associated with higher asthma severity. | [60, 61, 62, 63] |
Sema4A | Inhibitory | Sema4A deficiency led to increases in many asthma parameters. Recombinant Sema4A applications | [66, 67] |
Sema4D | Stimulatory | Sema4D deficiency led to a lower lung inflammatory response to allergen challenges, lower T cell activation, and increased number of Treg cells | [80] |
Sema6D | Unknown | ||
Sema7A | Inhibitory | Expressed on eosinophils. Regulates ASM contractility. Eosinophils are predominant source of Sema7A in the lungs. Lung Sema7A expression is upregulated by allergen bronchoprovocation | [89, 90] |
Role of neuroimmune semaphorins in asthma.
Analysis of costimulatory molecules critically involved in asthma, a chronic respiratory Th2-driven disease, will help us to underline the immune mechanisms of disease development and progression. A complete understanding of these mechanisms will guide the development of novel therapeutic strategies to combat asthma and related allergies. Studies aimed to characterize the functions of several B7 family members and semaphorin family members in allergic asthma are either incomplete or ongoing. Further studies of the interplays between different individual costimulatory pathways should provide clearer insights into the disease pathology and guide the development of precise therapeutics.
S.P.C is supported by SemaPlex LLC and by NIH/NIAID RO1 AI076736 and RO1 AI143845 grants where she is a co-investigator. A.I.C. is supported by the Ministry of Science and Higher Education of the Russian Federation grant No. FZMW-2020-0007.
Sustainability was defined by the United Nations far in 1987 as “the development that meets the needs of the present without compromising the ability of future generations to meet their own needs” [1, 2].
A constant presence in the state-of-the-art scientific literature consists of studies aiming at identifying and testing various possibilities to re-use various by-products generated in the field of vine crops and wine industry. A positive economic impact, together with a positive social and environmental impacts on long term are aimed, actions focusing on obtaining high-value added products, and on thoroughly defining the benefits of organic over conventional viticulture [3, 4, 5, 6, 7, 8].
Waste from economical activities related to vine cultures may be solid or liquid. Wastes may be generated in different technological phases of wine industry, and in other grape-based foods or beverages. Also, a significant amount of waste comes from the cultivation of vines itself. Solid waste materials may be grape stalks, grape seeds, grape pomace and others. Grape stalks are the major byproduct of the vineyards, and may be an important source of cellulose, lignin, sodium (Na) and potassium (K) [9], while grape pomace is the major waste from wine industries [10]. Grape pomace consists of skin residues, pulp remains, stalks, and seeds. Proportion of these has a high variability depending on fruits maturity, grape cultivars, as well as the technological processes applied. Studies conducted to obtain its elemental profile revealed carbon as the most abundant (54%), followed by oxygen (38%), hydrogen (6%), nitrogen (2%) and traces of sulfur (0.08%) [11].
According to Eurostat [12] updates, the central European country of Romania, with a total area under vines of 183,717 hectares, ranks fifth among the EU member states in this economic domain, and the annual production was of approx. 974 thousand tons of grapes in 2019 according to FAO database [13]. General characteristics of Romanian vineyards and widespread cultivated varieties, together with particular pedoclimatic conditions will be presented in the next sections. Native Romanian varieties of
Transition from conventional to organic agriculture is one of the main goals of the European Union, the aim is to continuously improve the quality of the environment and life. Organic agriculture, by eliminating the systemic treatments with pesticides and fertilizers, has the potential to generate agricultural products with low risk of contamination, safer for human and animal consumption, and implicitly may lead to revitalization of biodiversity worldwide [3, 5, 7]. Currently, the vine is one of the most widespread crops and is grown mainly in various temperate regions around the world and a minority in some tropical areas. On the other hand,
Valorization of by-products generally requires a specific evaluation of composition and biological activities. Also, the recovery of valuable compounds from grape-based waste is an emerging issue in the context of circular economy, and should be performed in the most eco-friendly manner. Suitable extraction techniques and cost-effective analytical laboratory procedures need to be developed and applied.
The use or re-use of vines parts for so-called nutraceuticals, or cosmeceuticals, or other consumer-goods applications, are basically centered on phytochemical and microbiological characterization. The diversity of collected data (phytochemical, spectroscopic, others) are used in chemometric strategies for predicting a qualitative response for many applications. In the context described in the above, the information and experimental results presented in this chapter aim at providing useful data and tools, as it was graphically suggested in Figure 1.
Graphic representation of the research concept on
In the last years, the organic cultivation of
From the organic culture point of view,
In conventional culture, negative effects may appear on plants and soils due to application of fungicides [14], soil acidification due to fertilizers use [21, 22], and tillage [20]. The pesticides significantly affect soil microbial communities, including beneficial species such as mycorrhizal fungi [14], thus changing the interactions between vines and microorganisms and finally, modifying the phytochemical profile of grapes.
Fungicides are the main pesticides used in conventional viticulture, while copper-based fungicides (Bordeaux mixture, copper fungicide - a mixture of 20% copper and 80% neutralized copper sulfate) are the only effective methods allowed for organic viticulture. However, prolonged use of copper can also have profound effects on microbial communities, as copper accumulates in the topsoil after fungicide application [23]. Copper becomes mobile in soil pH of 5.5–6.5 and thus more available to organisms, which can create stress for microorganisms and affect their enzymatic activities [14, 23]. Also, tillage and fertilization [22], as well as weed-type wild plant communities, which grow in vineyards, especially between vineyards [15] influences the physicochemical and microbial properties of the soil. In contrast, low-input measures of organic viticulture may provide better conditions to support a higher diversity of beneficial microorganisms in the soil (
Vine varieties (
The most difficult issue in quality evaluation of both organic (complies with the rules of organic farming, and is certified by a control and certification body) and conventional vineyards is the aspect related to the pedoclimatic environment (zone, climate, and soil). A recent paper [19] revealed the importance of internal (grape genetics, rootstock) and external factors (pedoclimatic conditions), that together with cultivation techniques lead to obtaining the grapes colored in the right point, rich in sugars, high aromas, and extractive compounds. In this regard, Romania, by geographical position and climatic conditions, offers good adaptability, short and perfect acclimatization of various grapes varieties. Also, it offers particular conditions of soil for high resistance of the wine against phylloxera and other diseases. These aspects contribute to the increase of vineyards quality and productivity. It is well known that cultivation of grapes for wine production, as well those dedicated to consumption as fresh fruits, is mainly done in the hills with slopes, with different altitudes, and particularly, with an open valley, ventilated by winds [30, 31, 32, 33]. Plains and mountains are also suitable places for vine growing. Most of the vineyards in Romania are positioned on the gentle hill slopes (
Romania has an important abundance of
Foods that promote human health and well-being are core segments of fast-moving consumer goods, with a growing awareness of the food-health relationship among consumers around the world. Due to the richness and variety of bioactive substances contained in grapes and their positive effects on human health, they are an important raw material for various applications.
Grapes from varieties cultivated in Romania contain significant concentrations of phenolic compounds with a strong antioxidant activity [36]. The
Some other studies of recent years [38, 39, 40, 41, 42, 43, 44] have aimed at studying bioactive compounds that are present in food, and have properties that may contribute to protection against chronic diseases.
A significant interest for the potential health effects of some phytochemicals such as flavonoids and other polyphenolic compounds was noticed in the last period. Thus, potential health benefits of compounds such as isoflavones and/or resveratrol etc. have been evaluated against cardiovascular diseases [45, 46], cancer [47, 48, 49], osteoporosis [50], and cognitive decline [51]. The potential mechanisms and food safety issues have been discussed in relation to their potential health contribution.
The presence of phenolic compounds in the diet has been a negative feature for a long time, if they reduce the availability of nutrients, leading to a low nutritional value of food. Since the ‘French paradox’ was identified, and highlighting that a moderate consumption of red wine (rich in polyphenols) contributes to lowering the rate of cardiovascular morbidity among the French population, special attention was paid to the study of phenolic compounds as food ingredients [52]. Currently, numerous studies indicate that the presence of phenolic compounds in food is important in terms of their antioxidant stability and antimicrobial protection [52, 53, 54].
Innovation in the field of functional foods must constantly guarantee the safety of products [55]; contributes to the improvement of the nutrition - health relationship, by substantiating it on a scientific basis; contributes to the conservation of biodiversity and the sustainable development of the food sector [56, 57, 58].
The sanogenic effects of polyphenols depend on the amount consumed and their bioavailability [59, 60]. The bioavailability of polyphenols is the subject of various research, in particular on intestinal absorption and influencing factors (chemical structure – e.g., glycosylation, esterification and polymerization, food matrix, etc.). According to the World Health Organization report published in 2003, over 50% of the population of Europe, North America and other industrialized regions have used complementary natural medicines at least once [61]. Regarding to the sanogenic effect of polyphenols in grapes, even if there is a series of research in this field, there is still a wide range of untapped information [62, 63]. On the other hand, taking into account the multitude of foods, with synthetic chemical compounds that become toxic to the body, especially when certain substances reach the systemic circulation, it is desired to find new natural and non-invasive solutions such as “health-protective foods”, beneficial for various diseases often caused by pollution, an accelerated pace of life, uncontrolled eating [64, 65].
Starting from the practical uses of grapes, as food, their bioactive compounds and derived products are associated with the prevention of many pathophysiological processes, including cardiovascular and neurodegenerative diseases, tumor diseases, diabetes, and other illnesses. A correct and complete understanding of phytochemical compositions and antimicrobial activities of different anatomical parts of grapes from
A lot of attention was paid in the last period of time, both in research and development in the food industry, to functional foods and beverages, formulated with natural ingredients, with certain and scientific substantiated target physiological functions. Some of the functional beverages existing on the market include grapes and their derived products as source of biological active compounds. Not in the last, dairy products and meat products are ideal matrices [62].
Grape products, such as grape juice and grape skin extract, can be incorporated into yogurt, resulting in an increase in the content of phenolic compounds and antioxidant capacity. The degree of acceptability by consumers, from sensorial point of view, was high, aspect important in terms of product marketability [56, 58, 62].
Phenolic compounds are widely distributed in grapes [30, 54, 63]. The phenolic composition of a single grape variety depends on the anatomical part (whole grape pulp, skin or seeds). Grape extractable phenolic compounds represent 10% or less in pulp, 60–70% in seeds and 28–35% in skin. The phenolic content of the seeds can range between 5% and 8% by weight. Grape seed extracts are very good source of proanthocyanidins (usually oligomers and polymers of polyhydroxy-flavan-3-oils,
About 75% of the world’s grape production is destined for the wine industry, so that grape pomace is an abundant by-product of the wine industry. In total, residual skin, seeds and stalks forming pomace represent approximately 25% of the total weight of the grapes used in the winemaking process [50]. In fact, grape pomace consists of two fractions: pomace without seeds (residual pulp, skin and stalks) and seeds [50]. Both fractions are rich in bioactive compounds, such as phenolic compounds [37].
The most abundant phenolic compound in pomace is represented by anthocyanins concentrated in the skin, respectively flavonols present especially in seeds, ranging from 56 to 65% of the total. Recent studies have shown the potential for recovery of phenols and antioxidant fibers from skin, respectively of seed oil from pomace [64, 71]. Considering that phenolic compounds are the most important secondary metabolites with antioxidant properties in grapes, the total content of phenolic compounds in grape pomace extracts is usually well correlated with their antioxidant activity [30]. Extracts obtained from pomace can be used in food, pharmaceuticals, cosmetics and other products in the form of liquid extracts, concentrates or powders [64]. Grape pomace extracts have been used as food protection factors due to their antioxidant capacity, prevention of lipid oxidation in fish products, and antimicrobial activity against various bacterial strains, such as
A high antioxidant capacity of the grape pomace flour sustains the delayed lipid oxidation, this property being by high interest in the context of concerns regarding the use of natural antioxidants in foods, in order to find out an alternative to the widely used synthetic ones.
Grape pomace extracts have nowadays a wide range of applications, from fortified beverages and yoghurts and use as ingredient in osmotic solution to obtain dehydrated fruits with high phenolic compounds to cosmetic applications. Not in the last, the extracts obtained from grape pomace were successfully incorporated into edible chitosan films, both hydrophobic and hydrophilic, providing antioxidant properties and prolonging life of the food products [44, 58, 64, 65, 71]. Grape seed extracts, rich in polyphenols, have been used to reduce the formation of acrylamide during the Maillard reaction [53].
Cosmetics with grape polyphenols are currently marketed, such as day or night cream and face serum from Pure Super Grape® (Marks and Spencer - UK), mattifying, anti-wrinkle and anti-wrinkle protection fluid from Caudalíe® (France). There are few brands in the field of food supplements that claim to use polyphenols, mainly resveratrol, from grapes. For example: 100 Natural®, Nature’s Way®, Maximum Strength®, GrapeSeedRich®. These products confirm the commercial potential of bioactive compounds extracted from grapes or grape by-products [65, 72]. Some studies showed the differences in phenolic compounds concentrations in grapes anatomical parts. Thus, phenolic compounds concentration in seeds (70%) is higher than in skin (20%) and in pulp (10%) [73].
Recent research has evaluated the use of pomace flour from grapes and seeds, respectively, in various products such as popcorn, cereal bars, biscuits and cookies, extruded snacks and muffins, resulting in high-fiber products with antioxidant potential and consumer acceptability.
Pinot Noir grape fiber can be used as an alternative source of antioxidants and dietary fiber when added to yogurt and salad dressing, not only to increase the content of fiber and phenols, but also to delay the oxidation of lipids during storage, expanding shelf life of these products.
The addition of grape pomace fiber to unconventional products, such as cod and seafood, has led to a minimization of changes in flavor, color, texture and oxidation of lipids during freezing. The antioxidant dietary fiber in grapes added to chicken breast burgers and fish muscles has led to improved oxidative stability and free radical scavenging activity [62, 73].
According to some authors, a percentage between 2 and 5% of the grapes weight is represented by grape seeds that constitute approximately 38–52% of the solid waste generated by the wine industry. In general, grape seeds contain about 40% fiber, 10–20% lipids, 10% protein, phenolic complexes, as well as sugars and minerals. About 80% of the sugar-free dry matter of the grape seeds consists of indigestible fractions, mainly cellulose and pectins [30, 73].
Grape seeds are highly appreciated for the nutritional properties of their oil, known as rich source of unsaturated fatty acids (oleic and linoleic), and phenolic compounds [73]. Grapes seed oil is widely marketed in some countries, and is used for years in numerous applications, especially in cosmetics formulations [41, 62, 71]. However, recently reported data have confirmed its promising bioactive properties and new specific uses for obtaining organic products.
Grape seeds contain 8–15% (w/w) oil with a high content of unsaturated fatty acids (oleic acid and linoleic acid), which represent more than 89% of the total essential fatty acids. Linoleic acid is an essential fatty acid receiving a lot of attention, together with the conjugated linoleic acid, due to their biological effects. Thus, recent studies have shown the beneficial effects of the grape seed oil, such as hepatoprotective, neuroprotective action and in reducing the level of cholesterol in the liver [42, 46, 47, 48].
In the food industry, grape seed oil can promote lower production costs, as it is more competitive compared to other types of oil in economic terms, and may be a new food source for human consumption. In addition, grape seed oil has a high burning point, which is why it can be considered as a potential biodiesel [11].
Food industry is constantly searching for new strategies that may lead to inhibition of the spoilage microorganisms growth. Recent studies focused on new natural compounds with antimicrobial activity capable to replace classical chemical preservatives. Several products obtained from grape pomace, in particular from grape seeds, have been proposed to act as food spoilage control additives.
The growth of mesophilic aerobic bacteria, lactic acid bacteria,
Grape seed extracts showed bactericidal effects against
The antimicrobial effect of the grape pomace products is usually attributed to different phenolic compounds. Several studies have shown the predominant role of the phenolic acids (mainly gallic acid, followed by p-hydroxybenzoic and vanillic acids) compared to flavonoids. In this respect, gallic acid has been shown to be the strongest antimicrobial agent in grape seed extracts [53, 54]. Although the effect of inhibition of spoilage and pathogenic microorganisms by grape extracts has been widely studied, there is still some research that highlights the ability of products obtained from pomace to promote activity or protect probiotic microorganisms against various external factors.
The effect of phenolic compounds on the growth of lactic acid bacteria may have a significant variation, depending on the chemical structure and concentration of each phenolic compound, the species of microorganisms, their growth in the environment and the growth phase. Some authors found that pomace and grape seed extracts have promoted the growth of
Procyanidin extract from grape seeds has shown anti-obesity properties in animal and human studies. Recent studies suggest that procyanidin extract from grape seeds has a protective effect on intestinal permeability, but the mechanism is still unknown. The extract has been reported to have anti-inflammatory and antioxidant properties and the ability to modulate the intestinal microbiota. Based on these properties, it was supposed that the mechanism of intestinal barrier function mediated by procyanidin extract from grape seeds is associated with reducing the inflammation and changes within the intestinal microbiota [42, 74].
Some
Recent research work using a system of ultra-high performance liquid chromatography coupled with mass spectrometry (UHPLC–MS/MS) on Tannat grape skin extracts showed that the main polyphenols constituents are flavonoids, phenolic acids and phenols. Also, the study demonstrated the bioavailability of these compounds
As described in previous chapter, various beneficial compounds were reported to be present in grapes-as harvested and grape-based products, and having roles in balancing human metabolic processes related to oxidative stress [74].
Red grapes harvested from Romanian organic and conventional cultivated vineyards have been studied, several phytochemical characteristics such as total phenolic content, total flavonoids, antioxidant activity have been determined, together with antimicrobial activity, and also information on the chemical bonding has been collected. Grape extracts from different anatomic parts that are main components of grape pomace (skins, seeds, and pulps remains) were used in experiments. Main perspective of these studies was to identify and test some possibilities to re-use the by-products generated in economic activities related to vine cultures, and also to differentiate, whenever possible, between the two types of culture management (organic and conventional).
Processes aiming at obtaining high-value added products from wastes generated by wine industry, and also evaluating benefits of organic over conventional viticulture for human health, both need phytochemical and biological data, as well as comparisons/differentiation between varieties and/or cultures characteristics. In the following paragraphs, information on the laboratory protocols and analytical instrumentation applied, together with the chemometric algorithms used to obtain complementary data were detailed.
Different instrumental analytical techniques were reported by scientists as tools to identify and quantify antioxidants in water and hydroalcoholic extracts obtained from different grapes anatomic parts, and also for genetic characterization [3, 4, 19, 36, 71, 73, 75, 76, 77, 78]. Top instrumental techniques such as high-performance liquid chromatography (HPLC) and gas chromatography (GC), with various detection devices are used to obtain detailed information on the bioactive compounds profile and content, or on genetic information (geographical mapping etc). Spectroscopic techniques like ultraviolet–visible (UV–VIS), Fourier transform infrared (FTIR) and Raman, are widely used to establish the antioxidant activity of grapes samples, to identify and/or quantify classes of antioxidant species (
Antimicrobial activity is an important characteristic for any material intended to be used in applications related to health, food or others [19, 72]. In this study, disc diffusion assay and minimum inhibitory concentration methods have been used to evaluate this property of red grape extracts against some bacterial strains isolated from natural environment, some important conclusions have been drawn and were presented below.
Considering the large-scale application of developed laboratory protocols, grapes samples were mainly characterized through spectroscopic methods such as absorption techniques of UV–VIS and FTIR, and Raman scattering. These techniques are routinely used in laboratories, and generally accepted as providing cost-effective, rapid measurements, with a convenient sample treatment, or non-destructive. Even if the recorded spectra are often not readily useable, and need data processing and analysis, further use of chemometrics may help to extract meaningful conclusions from multivariate data.
Analytical protocols included the classic steps of sampling, sample preparation, and qualitative and/or quantitative analysis. For the sampling step, grapes samples of four varieties were harvested from Romanian vineyards (out of which one was a native wine variety) as described in previous published works [3, 4, 19, 75], and then representative portions from each sample were taken for further treatment. The four varieties studied were Merlot, Pinot Noir, Feteasca Neagra and Muscat Hamburg. Grape skins and seeds were dried in the oven at 40°C for 48 hours and then stored at room temperature in closed vials, while the pulp fraction was frozen and maintained at - 18°C, and defrosted in the day of laboratory tests. To obtain the grape extracts, classic maceration and ultrasound assisted extraction procedures have been applied, both at room temperature, and using either deionized water (<0.05 μS/cm) or hydroalcoholic (50%, v/v) solvents, for a total extraction time of 24 hours. For maceration, magnetic stirring at 150 rpm has been applied for the first 3 hours, and for the second method, the ultrasound field of 45 kHz has been applied for the first 30 minutes. Then, for the remaining time up to 24 hours, samples rested at room temperature, in dark and non-humid atmosphere. For dry grape skins and seeds samples a 4% (dry weight/volume dw/v) ratio was used, while for the pulp samples, the grape fraction to solvent volume was of 12% (w/v). In general, extractions using 50 mL of solvent were proved sufficient for one set of analysis. Separation of liquid and solid fractions was performed by centrifugation at 1000 rpm, for 10 minutes, and filtration (Whatman 4).
This technique uses the interaction of the light with wavelengths in the range 200–800 nm with the molecules existing in the material of interest. An absorption phenomenon appears, with non-bonding and π-bonding electrons provide the strongest absorbances. Aromatic molecules, antioxidants such as phenolic molecules, flavonoids in particular are examples of molecules where UV–VIS spectroscopy may be successfully applied. The method is considered to have a limitation in sensitivity, because of the inability to differentiate between molecules absorbing in the same wavelengths range. Samples are either scanned as they are, or prepared according to specific protocols indicating qualitative or quantitative determinations.
Antioxidant activity (AA), total polyphenols content (TPC) and total flavonoids content (TFC) have been determined in this study, by using UV–VIS spectroscopy.
Table 1 shows examples of antioxidant compounds that may be present in grape-based samples [4, 36, 75, 77]. As may be observed, the general structure of polyphenols contains at least one aromatic ring, with at least one hydroxyl group bonded on it. These compounds are classified considering the number of rings and the functional groups bound in the structure, and thus there are: phenolic acids, flavonoids, stilbenes, and lignans, coumarins, tannins. The health benefits of bioactive phenolic compounds have been demonstrated, and their contribution to the wine quality in terms of sensory perception (color, taste, mouthfeel, flavor, astringency, bitterness) have been recently discussed in detail [79].
Examples of polyphenolic compounds from grapes (names and chemical formulas).
With respect to flavonoids structure, in Figure 2 one may observe that it contains two benzene rings (A and B) and an oxygen containing pyran ring (C). Flavonoids’ classification in six subclasses is generally accepted, and the difference between them is given by the oxidation level of the C ring of the basic 4-oxoflavonoid (2-phenyl-benzo-γ-pyrone) nucleus, and thus there are: flavanols, flavones, isoflavones, flavanones, anthocyanidins and flavonols. Table 1 shows the example of quercetin which belong to flavonols sub-class. The antioxidant activity of flavonoids, as for polyphenolics in general, is due to the presence and position of the multiple hydroxyl groups in their structure.
General structure of flavonoids and their subclasses.
In the following paragraphs, the analytical protocols applied to generate quantitative phytochemical data of studied grape samples will be provided.
Two vibrational spectroscopic techniques were used during experiments, the infrared (IR) light absorption and Raman scattering, both aiming at investigating the chemical functional groups of organic compounds in studied grape samples, and potential changes occurring while applying extraction procedures. Gathering information on differences between grapes sampled from organic and conventional vineyards was also in the scope of this study.
The Fourier Transform infrared (FTIR) spectrometer used was Vertex 80v (Bruker) equipped with diamond attenuated total reflection (ATR) crystal accessory, and samples were placed on the measurement position without any additional preparation. The absorption frequencies were recorded in the mid infrared range of 4000–400 cm−1, the average spectrum of 32 scans (with baseline and atmospheric correction), was declared an experimental result, and considered for further data processing. Same IR scanning procedure was followed for each of the studied samples.
Raman spectra for studied samples have been recorded with a Xantus 2 (Rigaku) spectrometer, using a light source of 1064 nm, at a power of 490 mW. The average of 5 scans (with baseline correction) was taken as the experimental result for each sample, and presented as intensity vs. Raman shift in the wavenumber range of 2000–200 cm−1.
To evaluate antimicrobial activity of the grapes extracts, observation and quantification of the growth of several strains of bacteria isolated from natural environments during their contact with studied samples. Both disc diffusion and minimum inhibitory concentration assays were applied [3]. First, several bacterial strains were isolated from different habitats, grown in agar meat broth, and incubated at 37 ± 0.2°C, then characterized by classical microbiological techniques. These bacterial cultures were used to prepare inocula for the antimicrobial testing, colonies from 24 h-old plates were picked, suspended in appropriate media, and aerobically grown at 37°C for 24 h. It worth mentioning at this point that all the operations related to antimicrobial activity determination were performed according to a lab-protocol that avoided contamination (
For the disc diffusion method, a volume of 20–50 μL of fresh bacterial culture with the optical density at 600 nm between 0.2 and 0.4 was spread on Petri dishes with the media. Sterile 6 mm paper disks were impregnated in the grape extracts for 1 h, then placed on the Petri dish at approx. 15 mm from edge, and at 30 mm distance between each other, and in the end incubated at 37 ± 0.2°C for 2 days. One considers a sample as having antimicrobial activity, if after the above-mentioned incubation time, a clear area (halo) may be observed on the inoculated Petri dish around the disk impregnated with the respective sample.
The minimum inhibitory concentration of grape extracts was determined as the lowest concentration of the sample that completely inhibited the growth of tested microorganisms, as visually detected by the normal human eye. The incubation time considered was 48 h at 37 ± 0.2°C, and control samples without grape extract were tested in each set of experiments.
In is well known that chemometrics is generally applied to provide additional information to the direct interpretation of experimental data collected through various laboratory techniques. The usefulness of chemometrics may arise from both its descriptive approach
Several chemometric methods have been applied during the study, as valuable tools aiming at a further interpretation of the instrumental analytical data. In this respect, we may list herein the multiple linear regression, bivariate correlations of data (on the basis of Pearson coefficients), and the SPSS classification through hierarchical cluster analysis. Also, multivariate analysis and corresponding methodologies have been applied to process large data sets generated by the vibrational spectroscopic used for samples characterization [82]. Other techniques like principal component analysis (PCA), agglomerative hierarchical clustering (AHC) and discriminant analysis (DA) were also applied in this study [38, 39, 83, 84, 85], as well as combinations between them [70, 82, 86].
The Statistical Package for the Social Science v24.0 software for MS Windows (SAGE IBM® SPSS®) was used when measured phytochemical parameters and antimicrobial activity were taken into consideration for data analysis. The significance of differences between various experimental groups was evaluated at 5% level of significance.
For statistical analysis of spectral data, the XLSTAT software, 2021.1.1 version has been used (©Addinsoft, USA). First, Box-Cox transformation [82, 87, 88] was applied to obtain approximately normally distributed values. Then, principal component analysis (PCA) was used to reduce the dimensionality of the spectral data to a smaller number of components. The analysis of the score plots (FTIR and Raman data) for the first three principal components (PCs) was based on the partial bootstrap method [89], in order to estimate the proximity between the observations and to know which observations are significantly different from each other. Agglomerative Hierarchical Clustering (AHC) was performed using the Euclidean distance as the distance measure and single linkage (Ward’s method) strategy to link clusters within the data set [76]. Discriminant Analysis (DA) was applied considering that when the number of variables exceeds the number of samples, one method of multivariate discrimination is to use principal components analysis and then to perform canonical variates analysis [83, 84]. Combining both PCA and DA approaches, in so called PC-DA model, leads to improving the efficiency of classification, as this procedure automatically finds the most diagnostically significant features [85, 86, 90].
Beyond the technical details of their specific application on the data recorded by laboratory and instrumental techniques, these chemometric methods aimed to complete the direct interpretation of the analytical results. Thus, additional information regarding potential correlations between the potential valuable compounds that may be extracted from studied grape samples, their antimicrobial activity, and the vineyard management type, grape varieties, or grapes anatomic parts used to prepare the studied extracts, etc. was of a significant interest once one started to apply the chemometrics.
By using the lab-investigations protocols, together with data processing and analysis using the chemometrics as described in previous sections, important information on the grape-based products from Romanian vineyards, either of organic and/or conventional type. Synthetic data were presented in this sub-section, together with cross-references where details of the research may be found. However, at the moment of submission of this chapter, some experimental data are the subject of articles being drafted or under the review process, and may be consulted in the near future.
Phytochemical characterization of extracts prepared from grapes parts harvested from Romanian vineyards (organic and conventional management types) confirmed the variability described by the literature [91, 92, 93]. As examples, the type of vineyard management, the extraction solvent and/or method influenced the TPC, TFC, AA, pH, or conductivity of some prepared extracts, while for some others differences were not significant [3, 4, 19, 75].
Table 2 presents some phytochemical parameters of grape skin, seeds and pulp (hydroalcoholic extracts obtained by room temperature maceration) of Feteasca Neagra variety of
Phytochemical parameter [unit] | Vineyard Type | Grape parts studied | ||
---|---|---|---|---|
Skin | Seeds | Pulp | ||
TPC [mg GAE/g] | Organic | 71.98 ± 4.04ab | 150.92 ± 4.87b | 0.88 ± 0.06 |
Conventional | 22.17 ± 0.58ab | 64.48 ± 1.36b | 0.39 ± 0.02 | |
TFC [mg Quercetin/g] | Organic | 87.72 ± 5.95 | 158.36 ± 11.10 | 8.29 ± 0.04 |
Conventional | 47.02 ± 2.87 | 122.14 ± 7.18 | 8.29 ± 0.05 | |
AA [mg Ascorbic Acid/g] | Organic | 23.99 ± 2.16a | 286.58 ± 10.47 | 14.81 ± 0.04 |
Conventional | 23.82 ± 2.62a | 157.07 ± 9.31 | 11.12 ± 0.02 |
Phytochemical characteristics of Feteasca Neagra variety grapes parts (hydroalcoholic extracts).
Significant difference (p ≤ 0.05) among grapes’ varieties.
Significant difference (p ≤ 0.05) between vineyard type, with regards to phytochemical characteristics of extracts (one-way ANOVA, Tukey test).
For the Pinot Noir variety, in the aqueous extracts prepared from organic grape skins a total flavonoids content of 0.317 ± 0.035 mg Quercetin/mL, almost triple than same extracts prepared from grapes originating from a conventional vineyard (0.109 ± 0.034 mg/mL), when the extraction method was classical maceration. For the case of ultrasound-assisted extraction, the TFC in organic grape skins aqueous extracts was over two-fold higher than the same kind of extracts but prepared from conventional cultivated grapes (recorded values were 0.297 ± 0.028 mg Quercetin/mL, and respectively 0.139 ± 0.074 mg Quercetin/mL) [4]. The use of hydroalcoholic solvent showed similar behavior, in the sense that TFC was higher for samples from organic vineyards, than from conventional vineyard, but to a lower extent [3].
For two studied grape varieties a different behavior was found when the extraction procedure in water as solvent was applied. Thus, for Merlot (wine variety) and Muscat Hamburg (table grapes) aqueous extract, regardless the extraction method at room temperature (maceration and ultrasound-assisted), significant differences were recorded in the pH and conductivity measurements, when the vineyard type was considered. For the Merlot variety, pH and conductivity of the organic grapes skin extracts were always higher than for the conventional vineyard harvested samples, while for Muscat Hamburg variety an opposite variation was found for the pH (lower for organic originating samples extracts that for conventional ones), while no notable differences were found for conductivity values [4]. The explanation of these findings could be inferred from correlations with the specific treatments used in the vineyards, according to the management type of each culture [3, 4, 19, 75, 94], and further research is desirable.
For all studied grape varieties, regardless the solvent used in the initial step, the extracts prepared from dried seeds had higher values of TPC, TFC and AA than extracts prepared from dry skins and from grape pulp, regardless the vineyard type where the samples originated, and regardless the extraction method, if either maceration or ultrasound assisted, at room temperature [3, 4, 19, 40, 75].
For the hydroalcoholic extracts, while for the grape skins extracts TPC, TFC and AA had close values with regards to the vineyard type, if either organic or conventional, for the grape seeds’ extracts, the experimental findings show significant differences between the organic and conventional samples, for these three phytochemical parameters, for the wine-type grapes (Feteasca Neagra, Merlot, Pinot Noir), while for the table grapes variety (Muscat Hamburg), the values were similar. The ANOVA algorithm, and the technique of multiple comparison applied on these measured values confirmed the differences between the antioxidants content (p < 0.05), and stated that TPC is the parameter the most influenced by the vineyard type, for both skins and seeds of studied grape varieties [3, 40].
A series of experiments were conducted aiming at evaluating whether the extraction procedures applied lead to obtaining samples with compounds that may have antimicrobial properties. Control samples without grapes extracts were tested for each set in the same conditions with the studied grapes extracts. Several bacteria strains were first isolated from ordinary environments, characterized and stored according to standardized procedures, and then used during the tests [3, 19, 40]. It was found that hydroalcoholic extracts prepared from grape skins originating from conventional type of cultures had a significant antibacterial activity against strains of
The mid-infrared spectroscopy with Fourier transformation (FTIR) has been used to obtain spectra of studied samples, in the wavenumbers range of 4000 cm−1 to 400 cm−1. Figure 3 shows some examples of the spectra obtained for the native Romanian variety Feteasca Neagra, on hydroalcoholic extracts prepared from three anatomic parts of grapes harvested from organic, and respectively from conventional vineyards. As may be observed in this plot, measurements results are spectra with important similarities. Thus, all FTIR spectra showed strong peaks at 3275 cm−1, assigned to O-H stretching vibration, and in the range 1043–1055 cm−1, that may be assigned to C-O stretching, and to stretching vibrations of O-H and C-OH. Also, the peaks of 2979 cm−1 and around 2900 cm−1 could be assigned to asymmetric and symmetric stretching vibrations of -CH-, -CH2-. -CH3 from carbohydrates. The signal in the range of 1635–1643 cm−1 can be assigned to the aromatic C=C stretching vibrations which may correlate with the presence of anthocyanins, and also to C=O stretching vibration, while this finding may correlate with the presence of flavonoids like flavonols, flavons, isoflavones or flavanones. The peak recorded at 877 cm−1 was associated with the aromatic cycle C-H bending vibrations [4, 75, 77, 94]. Similar behavior was recorded for extracts of other grape varieties, provided by both organic and conventional vineyards, and are the subject of paper under review.
Mid-infrared (FTIR) spectra recorded for grapes anatomic parts from organic (solid lines) and conventional (dashed lines) cultures of Feteasca Neagra vineyards (hydroalcoholic extracts).
Unfortunately, information on some production parameters such as the irrigation level, crop yield, others, were not available for this study. Thus, further research will be considered, aiming at evaluating to what extent the recorded phytochemical data relate to the organic/conventional cultivation system only, and/or to some specific agronomic practices.
As may be observed in Figure 4, similar spectra were obtained by using Raman spectroscopy, and the additional data processing and data analysis through chemometric techniques have been useful to extract further conclusions, and will be detailed below.
Raman spectra recorded for grapes anatomic parts from organic (solid lines) and conventional (dashed lines) cultures of Feteasca Neagra vineyards (hydroalcoholic extracts).
However, given the limited conclusions that may be extracted from the direct interpretation of the infrared and Raman spectra recorded for studied samples, chemometric methods have been applied considering the spectral data. Some results were published [94] and the following paragraphs will present some statistical analysis of samples indicated in Table 3, together with the additional information they could provide for the experimental findings. Codes indicated in this table correspond to those indicated in Figure 4. Multivariate analysis has been applied to FTIR and Raman spectral data recorded for hydroalcoholic extracts obtained from the four red grapes varieties indicated in the table, and for the three grapes parts studied - skin, seeds. and pulp.
Grape variety | Vineyard type | Sample code |
---|---|---|
Merlot | Organic | M-O |
Conventional | M-C | |
Feteasca Neagra | Organic | FN-O |
Conventional | FN-C | |
Pinot Noir | Organic | PN-O |
Conventional | PN-C | |
Muscat Hamburg | Organic | MH-O |
Conventional | MH-C |
Samples codes used in the chemometric analysis of spectral data.
For the easiness of reading, conclusions extracted from statistical analysis were presented graphically in Figure 5. As may be observed, the figure shows information on the classification based on vineyard type, and the color and shape codes are explained in its caption. The work flow of the statistical analysis was as described in previous section.
Statistical classification of the red grapes hydroalcoholic extracts (skin/seeds/pulp), based on vineyard type (organic/conventional).
A notable finding was that the decomposition of both FTIR and Raman spectral data through PCA revealed that with the first three principal components (PCs) a percentage higher than 90% of the total variability (the sum of percentage of variability explained by that PC and the preceding one) of the analyzed data was included. The PCA score plots showed that the investigated red grape varieties (
Further analysis performed using Agglomerative Hierarchical Clustering (AHC) allowed a clear view of the similarities and differences between red grape parts extracts. For instance, AHC derived from grapes skins, FTIR data has grouped both organic and conventional extracts into two main classes/clusters (variance decomposition for the optimal classification: within-class 97.2%, between-classes 2.8%); at a lower dissimilarity level subclusters division allow a classification based on vineyard type (excepting PN-O), a differentiation was found for each grape variety between organic and conventional vineyards. From the classification obtained by using AHC based on Raman spectral data, organic and conventional extracts were similarly included into two main clusters (variance decomposition for the optimal classification: within-class 77.7%, between-classes 22.3%). Subclusters division based on Raman data shows notable differences between organic and conventional vineyards excepting Pinot Noir variety. The AHC algorithm applied on both FTIR and Raman data for seeds and pulp extracts lead also to grouping in two clusters, for both organic and conventional vineyards.
In the end, after the application of PCA on FTIR and Raman datasets, the first three principal components scores were retained for further analysis – classification and cross-validation through PC-DA. The result was, for all the three grape parts studied (skin, seeds, pulp) that all the extracts have been correctly classified through PC-DA, with only one exception (PN-O/FTIR data for skins).
For the case of the native Romanian variety Feteasca Neagra, and considering the vineyard management type only as criterion (conventional/organic), one may observe in Figure 4 that application of AHC algorithm on FTIR data may provide a classification for all grape parts extracts (except FN-O/pulp) of the while the FTIR spectral data allow classification through, while application of the same algorithm on Raman data, a classification is possible only for seeds and pulp extracts. Another conclusion that may be extracted from Figure 4, is that once the PC-DA method is applied, a classification may be obtained while using both infrared and Raman spectroscopy datasets.
Romania is one of the major vine growers in the European Union, and in the same time, concerned with expanding the application of the principles of the circular economy in this field, with positive economic, social and environmental impacts on long term. The pedoclimatic conditions in the country offer the possibility of obtaining vine productions of an important variability, with qualitative and quantitative benefits. Subsequently, the composition of grape-based direct products (wine, food and beverages, others) and by-products (grape pomace, others) may vary, and thus leading to the desirable market variety. Extracting high-added value components from wastes in the vine-related industries may be a significant action in this context. Also, application of organic type of management to vineyards has the potential to significantly contribute to the sustainability in this field.
This chapter presents useful tools on how to characterize grape-based products extracts, and offers information on some cost-effective techniques suitable to collect, process and interpret experimental data. Thus, the information provided may contribute to taking informed decisions with regards to valorization of by-products generated in vine cultures.
This research was funded by the project CNFIS-FDI-2021-0075 - ProResearch: Quality, Performance, Excellence - concepts for a stimulating and competitive environment in research (2021), and the UEFISCDI the project-contract no. 364PED (2020).
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There are several ways to apply robust optimization and the choice of form is typical of the problem that is being solved. In this paper, the basic concepts of robust optimization are developed, the different types of robustness are defined in detail, the main areas in which it has been applied are described and finally, the future lines of research that appear in this area are included.",book:{id:"6587",slug:"nature-inspired-methods-for-stochastic-robust-and-dynamic-optimization",title:"Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization",fullTitle:"Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization"},signatures:"José García and Alvaro Peña",authors:[{id:"227809",title:"Ph.D.",name:"Jose",middleName:null,surname:"Garcia",slug:"jose-garcia",fullName:"Jose Garcia"},{id:"240407",title:"Dr.",name:"Alvaro",middleName:null,surname:"Peña",slug:"alvaro-pena",fullName:"Alvaro Peña"}]},{id:"51131",doi:"10.5772/63785",title:"Survey of Meta-Heuristic Algorithms for Deep Learning Training",slug:"survey-of-meta-heuristic-algorithms-for-deep-learning-training",totalDownloads:3111,totalCrossrefCites:14,totalDimensionsCites:23,abstract:"Deep learning (DL) is a type of machine learning that mimics the thinking patterns of a human brain to learn the new abstract features automatically by deep and hierarchical layers. DL is implemented by deep neural network (DNN) which has multi-hidden layers. DNN is developed from traditional artificial neural network (ANN). However, in the training process of DL, it has certain inefficiency due to very long training time required. Meta-heuristic aims to find good or near-optimal solutions at a reasonable computational cost. In this article, meta-heuristic algorithms are reviewed, such as genetic algorithm (GA) and particle swarm optimization (PSO), for traditional neural network’s training and parameter optimization. Thereafter the possibilities of applying meta-heuristic algorithms on DL training and parameter optimization are discussed.",book:{id:"5165",slug:"optimization-algorithms-methods-and-applications",title:"Optimization Algorithms",fullTitle:"Optimization Algorithms - Methods and Applications"},signatures:"Zhonghuan Tian and Simon Fong",authors:[{id:"1952",title:"Dr.",name:"Simon",middleName:null,surname:"Fong",slug:"simon-fong",fullName:"Simon Fong"},{id:"186166",title:"MSc.",name:"Zhonghuan",middleName:null,surname:"Tien",slug:"zhonghuan-tien",fullName:"Zhonghuan Tien"}]},{id:"51209",doi:"10.5772/62472",title:"A Review and Comparative Study of Firefly Algorithm and its Modified Versions",slug:"a-review-and-comparative-study-of-firefly-algorithm-and-its-modified-versions",totalDownloads:2885,totalCrossrefCites:14,totalDimensionsCites:19,abstract:"Firefly algorithm is one of the well-known swarm-based algorithms which gained popularity within a short time and has different applications. It is easy to understand and implement. The existing studies show that it is prone to premature convergence and suggest the relaxation of having constant parameters. To boost the performance of the algorithm, different modifications are done by several researchers. In this chapter, we will review these modifications done on the standard firefly algorithm based on parameter modification, modified search strategy and change the solution space to make the search easy using different probability distributions. The modifications are done for continuous as well as non-continuous problems. Different studies including hybridization of firefly algorithm with other algorithms, extended firefly algorithm for multiobjective as well as multilevel optimization problems, for dynamic problems, constraint handling and convergence study will also be briefly reviewed. A simulation-based comparison will also be provided to analyse the performance of the standard as well as the modified versions of the algorithm.",book:{id:"5165",slug:"optimization-algorithms-methods-and-applications",title:"Optimization Algorithms",fullTitle:"Optimization Algorithms - Methods and Applications"},signatures:"Waqar A. Khan, Nawaf N. Hamadneh, Surafel L. Tilahun and Jean\nM. T. Ngnotchouye",authors:[{id:"180330",title:"Dr.",name:"Surafel",middleName:null,surname:"Tilahun",slug:"surafel-tilahun",fullName:"Surafel Tilahun"},{id:"180784",title:"Dr.",name:"Waqar Ahmed",middleName:null,surname:"Khan",slug:"waqar-ahmed-khan",fullName:"Waqar Ahmed Khan"},{id:"185148",title:"Dr.",name:"Nawaf",middleName:null,surname:"Hamadneh",slug:"nawaf-hamadneh",fullName:"Nawaf Hamadneh"},{id:"185149",title:"Dr.",name:"Jean M. T.",middleName:null,surname:"Ngnotchouye",slug:"jean-m.-t.-ngnotchouye",fullName:"Jean M. T. 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These swam intelligent methods have been tested on various standard benchmark problems and are capable in solving a wide range of optimization issues including stochastic, robust and dynamic problems.",book:{id:"6587",slug:"nature-inspired-methods-for-stochastic-robust-and-dynamic-optimization",title:"Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization",fullTitle:"Nature-inspired Methods for Stochastic, Robust and Dynamic Optimization"},signatures:"Siew Mooi Lim and Kuan Yew Leong",authors:[{id:"229799",title:"Dr.",name:"Siew Mooi",middleName:null,surname:"Lim",slug:"siew-mooi-lim",fullName:"Siew Mooi Lim"},{id:"231023",title:"Dr.",name:"Kuan Yew",middleName:null,surname:"Leong",slug:"kuan-yew-leong",fullName:"Kuan Yew Leong"}]},{id:"68118",doi:"10.5772/intechopen.88185",title:"Overview of Multi-Objective Optimization Approaches in Construction Project Management",slug:"overview-of-multi-objective-optimization-approaches-in-construction-project-management",totalDownloads:1158,totalCrossrefCites:5,totalDimensionsCites:11,abstract:"The difficulties that are met in construction projects include budget issues, contractual time constraints, complying with sustainability rating systems, meeting local building codes, and achieving the desired quality level, to name but a few. Construction researchers have proposed and construction practitioners have used optimization strategies to meet various objectives over the years. They started out by optimizing one objective at a time (e.g., minimizing construction cost) while disregarding others. Because the objectives of construction projects often conflict with each other, single-objective optimization does not offer practical solutions as optimizing one objective would often adversely affect the other objectives that are not being optimized. They then experimented with multi-objective optimization. The many multi-objective optimization approaches that they used have their own advantages and drawbacks when used in some scenarios with different sets of objectives. In this chapter, a review is presented of 16 multi-objective optimization approaches used in 55 research studies performed in the construction industry and that were published in the period 2012–2016. The discussion highlights the strengths and weaknesses of these approaches when used in different scenarios.",book:{id:"8521",slug:"multicriteria-optimization-pareto-optimality-and-threshold-optimality",title:"Multicriteria Optimization",fullTitle:"Multicriteria Optimization - Pareto-Optimality and Threshold-Optimality"},signatures:"Ibraheem Alothaimeen and David Arditi",authors:[{id:"304595",title:"Dr.",name:"David",middleName:null,surname:"Arditi",slug:"david-arditi",fullName:"David Arditi"},{id:"304596",title:"Dr.",name:"Ibraheem",middleName:null,surname:"Alothaimeen",slug:"ibraheem-alothaimeen",fullName:"Ibraheem Alothaimeen"}]}],mostDownloadedChaptersLast30Days:[{id:"60097",title:"Robust Optimization: Concepts and Applications",slug:"robust-optimization-concepts-and-applications",totalDownloads:2510,totalCrossrefCites:21,totalDimensionsCites:29,abstract:"Robust optimization is an emerging area in research that allows addressing different optimization problems and specifically industrial optimization problems where there is a degree of uncertainty in some of the variables involved. 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EIF is observed as one of the possible symptoms of DS. But in comparison to the other symptoms like nasal bone hypoplasia, increased thickness in the nuchal fold, EIF is very much less prone to DS. Hence, recommending the pregnant women with EIF to undergo the diagnostic process like amniocentesis, CVS and PUBS is not always a right choice as these diagnostic processes suffer serious drawbacks like miscarriage, uterine infections. This chapter “Ultrasonic Detection of Down Syndrome Using Multiscale Quantiser With Convolutional Neural Network” presents a new ultrasonic method to detect EIF that can cause DS. Ultrasonic Detection of Down Syndrome Using Multiscale Quantiser with Convolutional Neural Network entails two stages namely i) training phase and ii) testing phase. Training phase aims at learning the features of EIF that can cause DS whereas testing phase classifies the EIF into DS positive or DS negative based on the knowledge cluster formed during the training phase. A new algorithm Multiscale Quantiser with the convolutional neural network is used in the training phase. Enhanced Learning Vector Classifier is used in the testing phase to differentiate the normal EIF from EIF causing DS. The performance of the proposed system is analysed in terms of sensitivity, accuracy and specificity.",book:{id:"9965",slug:"computational-optimization-techniques-and-applications",title:"Computational Optimization Techniques and Applications",fullTitle:"Computational Optimization Techniques and Applications"},signatures:"Michael Dinesh Simon and A.R. Kavitha",authors:[{id:"213441",title:"Dr.",name:"A.R.Kavitha",middleName:null,surname:"Balaji",slug:"a.r.kavitha-balaji",fullName:"A.R.Kavitha Balaji"},{id:"335252",title:"Dr.",name:"Michael",middleName:null,surname:"Dinesh Simon",slug:"michael-dinesh-simon",fullName:"Michael Dinesh Simon"}]},{id:"51131",title:"Survey of Meta-Heuristic Algorithms for Deep Learning Training",slug:"survey-of-meta-heuristic-algorithms-for-deep-learning-training",totalDownloads:3106,totalCrossrefCites:15,totalDimensionsCites:24,abstract:"Deep learning (DL) is a type of machine learning that mimics the thinking patterns of a human brain to learn the new abstract features automatically by deep and hierarchical layers. DL is implemented by deep neural network (DNN) which has multi-hidden layers. DNN is developed from traditional artificial neural network (ANN). However, in the training process of DL, it has certain inefficiency due to very long training time required. 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Thereafter the possibilities of applying meta-heuristic algorithms on DL training and parameter optimization are discussed.",book:{id:"5165",slug:"optimization-algorithms-methods-and-applications",title:"Optimization Algorithms",fullTitle:"Optimization Algorithms - Methods and Applications"},signatures:"Zhonghuan Tian and Simon Fong",authors:[{id:"1952",title:"Dr.",name:"Simon",middleName:null,surname:"Fong",slug:"simon-fong",fullName:"Simon Fong"},{id:"186166",title:"MSc.",name:"Zhonghuan",middleName:null,surname:"Tien",slug:"zhonghuan-tien",fullName:"Zhonghuan Tien"}]},{id:"58127",title:"Particle Swarm Optimization Solution for Power System Operation Problems",slug:"particle-swarm-optimization-solution-for-power-system-operation-problems",totalDownloads:1635,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"Application of particle swarm optimization (PSO) algorithm on power system operation is studied in this chapter. Relay protection coordination in distribution networks and economic dispatch of generators in the grid are defined as two of power system-related optimization problems where they are solved using PSO. Two case study systems are conducted. The first case study system investigates applicability of PSO on providing proper overcurrent relay settings in the grid, while in the second case study system, the economic dispatch of a 15-unit system is solved where PSO successfully provides the optimum power output of generators with minimum fuel costs to satisfy the load demands and operation constraints. The simulation results in comparison with other methods show the effectiveness of PSO against other algorithms with higher quality of solution and less fuel costs on the same test system.",book:{id:"6363",slug:"particle-swarm-optimization-with-applications",title:"Particle Swarm Optimization with Applications",fullTitle:"Particle Swarm Optimization with Applications"},signatures:"Mostafa Kheshti and Lei Ding",authors:[{id:"120842",title:"Associate Prof.",name:"Mostafa",middleName:null,surname:"Kheshti",slug:"mostafa-kheshti",fullName:"Mostafa Kheshti"},{id:"213017",title:"Prof.",name:"Lei",middleName:null,surname:"Ding",slug:"lei-ding",fullName:"Lei Ding"}]},{id:"51209",title:"A Review and Comparative Study of Firefly Algorithm and its Modified Versions",slug:"a-review-and-comparative-study-of-firefly-algorithm-and-its-modified-versions",totalDownloads:2875,totalCrossrefCites:14,totalDimensionsCites:19,abstract:"Firefly algorithm is one of the well-known swarm-based algorithms which gained popularity within a short time and has different applications. 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Nowadays, all medical imaging devices, medical instruments, or new laboratory techniques result from the cooperation of specialists in various fields. The series of Biomedical Engineering books covers such areas of knowledge as chemistry, physics, electronics, medicine, and biology. 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Several international research projects has been performed with European partners from France, Netherlands, Norway and the UK. He is currently Professor of Communications Systems at the Harz University of Applied Sciences, Germany.\n\nPublications and Publishing\nHe has edited one book, a special interest book about ‘Optoelectronic Packaging’ (VDE, Berlin, Germany), and has published over 100 papers and is owner of several international patents for WDM over POF key elements.\n\nKey Research and Consulting Interests\nUlrich’s research activity has always been related to Spectroscopy and Optical Communications Technology. Specific current interests include the validation of complex instruments, and the application of VR technology to the development and testing of measurement systems. He has been reviewer for several publications of the Optical Society of America\\'s including Photonics Technology Letters and Applied Optics.\n\nPersonal Interests\nThese include motor cycling in a very relaxed manner and performing martial arts.",institutionString:null,institution:{name:"Charité",country:{name:"Germany"}}},{id:"341622",title:"Ph.D.",name:"Eduardo",middleName:null,surname:"Rojas Alvarez",slug:"eduardo-rojas-alvarez",fullName:"Eduardo Rojas Alvarez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/341622/images/15892_n.jpg",biography:null,institutionString:null,institution:{name:"University of Cuenca",country:{name:"Ecuador"}}},{id:"215610",title:"Prof.",name:"Muhammad",middleName:null,surname:"Sarfraz",slug:"muhammad-sarfraz",fullName:"Muhammad Sarfraz",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/215610/images/system/215610.jpeg",biography:"Muhammad Sarfraz is a professor in the Department of Information Science, Kuwait University, Kuwait. His research interests include optimization, computer graphics, computer vision, image processing, machine learning, pattern recognition, soft computing, data science, and intelligent systems. Prof. Sarfraz has been a keynote/invited speaker at various platforms around the globe. He has advised/supervised more than 110 students for their MSc and Ph.D. theses. He has published more than 400 publications as books, journal articles, and conference papers. He has authored and/or edited around seventy books. Prof. Sarfraz is a member of various professional societies. He is a chair and member of international advisory committees and organizing committees of numerous international conferences. He is also an editor and editor in chief for various international journals.",institutionString:"Kuwait University",institution:{name:"Kuwait University",country:{name:"Kuwait"}}},{id:"32650",title:"Prof.",name:"Lukas",middleName:"Willem",surname:"Snyman",slug:"lukas-snyman",fullName:"Lukas Snyman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/32650/images/4136_n.jpg",biography:"Lukas Willem Snyman received his basic education at primary and high schools in South Africa, Eastern Cape. He enrolled at today's Nelson Metropolitan University and graduated from this university with a BSc in Physics and Mathematics, B.Sc Honors in Physics, MSc in Semiconductor Physics, and a Ph.D. in Semiconductor Physics in 1987. After his studies, he chose an academic career and devoted his energy to the teaching of physics to first, second, and third-year students. After positions as a lecturer at the University of Port Elizabeth, he accepted a position as Associate Professor at the University of Pretoria, South Africa.\r\n\r\nIn 1992, he motivates the concept of 'television and computer-based education” as means to reach large student numbers with only the best of teaching expertise and publishes an article on the concept in the SA Journal of Higher Education of 1993 (and later in 2003). The University of Pretoria subsequently approved a series of test projects on the concept with outreach to Mamelodi and Eerste Rust in 1993. In 1994, the University established a 'Unit for Telematic Education ' as a support section for multiple faculties at the University of Pretoria. In subsequent years, the concept of 'telematic education” subsequently becomes well established in academic circles in South Africa, grew in popularity, and is adopted by many universities and colleges throughout South Africa as a medium of enhancing education and training, as a method to reaching out to far out communities, and as a means to enhance study from the home environment.\r\n\r\nProfessor Snyman in subsequent years pursued research in semiconductor physics, semiconductor devices, microelectronics, and optoelectronics.\r\n\r\nIn 2000 he joined the TUT as a full professor. Here served for a period as head of the Department of Electronic Engineering. Here he makes contributions to solar energy development, microwave and optoelectronic device development, silicon photonics, as well as contributions to new mobile telecommunication systems and network planning in SA.\r\n\r\nCurrently, he teaches electronics and telecommunications at the TUT to audiences ranging from first-year students to Ph.D. level.\r\n\r\nFor his research in the field of 'Silicon Photonics” since 1990, he has published (as author and co-author) about thirty internationally reviewed articles in scientific journals, contributed to more than forty international conferences, about 25 South African provisional patents (as inventor and co-inventor), 8 PCT international patent applications until now. Of these, two USA patents applications, two European Patents, two Korean patents, and ten SA patents have been granted. A further 4 USA patents, 5 European patents, 3 Korean patents, 3 Chinese patents, and 3 Japanese patents are currently under consideration.\r\n\r\nRecently he has also published an extensive scholarly chapter in an internet open access book on 'Integrating Microphotonic Systems and MOEMS into standard Silicon CMOS Integrated circuitry”.\r\n\r\nFurthermore, Professor Snyman recently steered a new initiative at the TUT by introducing a 'Laboratory for Innovative Electronic Systems ' at the Department of Electrical Engineering. The model of this laboratory or center is to primarily combine outputs as achieved by high-level research with lower-level system development and entrepreneurship in a technical university environment. Students are allocated to projects at different levels with PhDs and Master students allocated to the generation of new knowledge and new technologies, while students at the diploma and Baccalaureus level are allocated to electronic systems development with a direct and a near application for application in industry or the commercial and public sectors in South Africa.\r\n\r\nProfessor Snyman received the WIRSAM Award of 1983 and the WIRSAM Award in 1985 in South Africa for best research papers by a young scientist at two international conferences on electron microscopy in South Africa. He subsequently received the SA Microelectronics Award for the best dissertation emanating from studies executed at a South African university in the field of Physics and Microelectronics in South Africa in 1987. In October of 2011, Professor Snyman received the prestigious Institutional Award for 'Innovator of the Year” for 2010 at the Tshwane University of Technology, South Africa. This award was based on the number of patents recognized and granted by local and international institutions as well as for his contributions concerning innovation at the TUT.",institutionString:null,institution:{name:"University of South Africa",country:{name:"South Africa"}}},{id:"317279",title:"Mr.",name:"Ali",middleName:"Usama",surname:"Syed",slug:"ali-syed",fullName:"Ali Syed",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/317279/images/16024_n.png",biography:"A creative, talented, and innovative young professional who is dedicated, well organized, and capable research fellow with two years of experience in graduate-level research, published in engineering journals and book, with related expertise in Bio-robotics, equally passionate about the aesthetics of the mechanical and electronic system, obtained expertise in the use of MS Office, MATLAB, SolidWorks, LabVIEW, Proteus, Fusion 360, having a grasp on python, C++ and assembly language, possess proven ability in acquiring research grants, previous appointments with social and educational societies with experience in administration, current affiliations with IEEE and Web of Science, a confident presenter at conferences and teacher in classrooms, able to explain complex information to audiences of all levels.",institutionString:null,institution:{name:"Air University",country:{name:"Pakistan"}}},{id:"75526",title:"Ph.D.",name:"Zihni Onur",middleName:null,surname:"Uygun",slug:"zihni-onur-uygun",fullName:"Zihni Onur Uygun",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/75526/images/12_n.jpg",biography:"My undergraduate education and my Master of Science educations at Ege University and at Çanakkale Onsekiz Mart University have given me a firm foundation in Biochemistry, Analytical Chemistry, Biosensors, Bioelectronics, Physical Chemistry and Medicine. After obtaining my degree as a MSc in analytical chemistry, I started working as a research assistant in Ege University Medical Faculty in 2014. In parallel, I enrolled to the MSc program at the Department of Medical Biochemistry at Ege University to gain deeper knowledge on medical and biochemical sciences as well as clinical chemistry in 2014. In my PhD I deeply researched on biosensors and bioelectronics and finished in 2020. Now I have eleven SCI-Expanded Index published papers, 6 international book chapters, referee assignments for different SCIE journals, one international patent pending, several international awards, projects and bursaries. In parallel to my research assistant position at Ege University Medical Faculty, Department of Medical Biochemistry, in April 2016, I also founded a Start-Up Company (Denosens Biotechnology LTD) by the support of The Scientific and Technological Research Council of Turkey. Currently, I am also working as a CEO in Denosens Biotechnology. The main purposes of the company, which carries out R&D as a research center, are to develop new generation biosensors and sensors for both point-of-care diagnostics; such as glucose, lactate, cholesterol and cancer biomarker detections. My specific experimental and instrumental skills are Biochemistry, Biosensor, Analytical Chemistry, Electrochemistry, Mobile phone based point-of-care diagnostic device, POCTs and Patient interface designs, HPLC, Tandem Mass Spectrometry, Spectrophotometry, ELISA.",institutionString:null,institution:{name:"Ege University",country:{name:"Turkey"}}},{id:"246502",title:"Dr.",name:"Jaya T.",middleName:"T",surname:"Varkey",slug:"jaya-t.-varkey",fullName:"Jaya T. Varkey",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/246502/images/11160_n.jpg",biography:"Jaya T. Varkey, PhD, graduated with a degree in Chemistry from Cochin University of Science and Technology, Kerala, India. She obtained a PhD in Chemistry from the School of Chemical Sciences, Mahatma Gandhi University, Kerala, India, and completed a post-doctoral fellowship at the University of Minnesota, USA. She is a research guide at Mahatma Gandhi University and Associate Professor in Chemistry, St. Teresa’s College, Kochi, Kerala, India.\nDr. Varkey received a National Young Scientist award from the Indian Science Congress (1995), a UGC Research award (2016–2018), an Indian National Science Academy (INSA) Visiting Scientist award (2018–2019), and a Best Innovative Faculty award from the All India Association for Christian Higher Education (AIACHE) (2019). She Hashas received the Sr. Mary Cecil prize for best research paper three times. She was also awarded a start-up to develop a tea bag water filter. \nDr. Varkey has published two international books and twenty-seven international journal publications. She is an editorial board member for five international journals.",institutionString:"St. Teresa’s College",institution:null},{id:"250668",title:"Dr.",name:"Ali",middleName:null,surname:"Nabipour Chakoli",slug:"ali-nabipour-chakoli",fullName:"Ali Nabipour Chakoli",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/250668/images/system/250668.jpg",biography:"Academic Qualification:\r\n•\tPhD in Materials Physics and Chemistry, From: Sep. 2006, to: Sep. 2010, School of Materials Science and Engineering, Harbin Institute of Technology, Thesis: Structure and Shape Memory Effect of Functionalized MWCNTs/poly (L-lactide-co-ε-caprolactone) Nanocomposites. Supervisor: Prof. Wei Cai,\r\n•\tM.Sc in Applied Physics, From: 1996, to: 1998, Faculty of Physics & Nuclear Science, Amirkabir Uni. of Technology, Tehran, Iran, Thesis: Determination of Boron in Micro alloy Steels with solid state nuclear track detectors by neutron induced auto radiography, Supervisors: Dr. M. Hosseini Ashrafi and Dr. A. Hosseini.\r\n•\tB.Sc. in Applied Physics, From: 1991, to: 1996, Faculty of Physics & Nuclear Science, Amirkabir Uni. of Technology, Tehran, Iran, Thesis: Design of shielding for Am-Be neutron sources for In Vivo neutron activation analysis, Supervisor: Dr. M. Hosseini Ashrafi.\r\n\r\nResearch Experiences:\r\n1.\tNanomaterials, Carbon Nanotubes, Graphene: Synthesis, Functionalization and Characterization,\r\n2.\tMWCNTs/Polymer Composites: Fabrication and Characterization, \r\n3.\tShape Memory Polymers, Biodegradable Polymers, ORC, Collagen,\r\n4.\tMaterials Analysis and Characterizations: TEM, SEM, XPS, FT-IR, Raman, DSC, DMA, TGA, XRD, GPC, Fluoroscopy, \r\n5.\tInteraction of Radiation with Mater, Nuclear Safety and Security, NDT(RT),\r\n6.\tRadiation Detectors, Calibration (SSDL),\r\n7.\tCompleted IAEA e-learning Courses:\r\nNuclear Security (15 Modules),\r\nNuclear Safety:\r\nTSA 2: Regulatory Protection in Occupational Exposure,\r\nTips & Tricks: Radiation Protection in Radiography,\r\nSafety and Quality in Radiotherapy,\r\nCourse on Sealed Radioactive Sources,\r\nCourse on Fundamentals of Environmental Remediation,\r\nCourse on Planning for Environmental Remediation,\r\nKnowledge Management Orientation Course,\r\nFood Irradiation - Technology, Applications and Good Practices,\r\nEmployment:\r\nFrom 2010 to now: Academic staff, Nuclear Science and Technology Research Institute, Kargar Shomali, Tehran, Iran, P.O. Box: 14395-836.\r\nFrom 1997 to 2006: Expert of Materials Analysis and Characterization. Research Center of Agriculture and Medicine. Rajaeeshahr, Karaj, Iran, P. O. Box: 31585-498.",institutionString:"Atomic Energy Organization of Iran",institution:{name:"Atomic Energy Organization of Iran",country:{name:"Iran"}}},{id:"248279",title:"Dr.",name:"Monika",middleName:"Elzbieta",surname:"Machoy",slug:"monika-machoy",fullName:"Monika Machoy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/248279/images/system/248279.jpeg",biography:"Monika Elżbieta Machoy, MD, graduated with distinction from the Faculty of Medicine and Dentistry at the Pomeranian Medical University in 2009, defended her PhD thesis with summa cum laude in 2016 and is currently employed as a researcher at the Department of Orthodontics of the Pomeranian Medical University. She expanded her professional knowledge during a one-year scholarship program at the Ernst Moritz Arndt University in Greifswald, Germany and during a three-year internship at the Technical University in Dresden, Germany. She has been a speaker at numerous orthodontic conferences, among others, American Association of Orthodontics, European Orthodontic Symposium and numerous conferences of the Polish Orthodontic Society. She conducts research focusing on the effect of orthodontic treatment on dental and periodontal tissues and the causes of pain in orthodontic patients.",institutionString:"Pomeranian Medical University",institution:{name:"Pomeranian Medical University",country:{name:"Poland"}}},{id:"252743",title:"Prof.",name:"Aswini",middleName:"Kumar",surname:"Kar",slug:"aswini-kar",fullName:"Aswini Kar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/252743/images/10381_n.jpg",biography:"uploaded in cv",institutionString:null,institution:{name:"KIIT University",country:{name:"India"}}},{id:"204256",title:"Dr.",name:"Anil",middleName:"Kumar",surname:"Kumar Sahu",slug:"anil-kumar-sahu",fullName:"Anil Kumar Sahu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204256/images/14201_n.jpg",biography:"I have nearly 11 years of research and teaching experience. I have done my master degree from University Institute of Pharmacy, Pt. Ravi Shankar Shukla University, Raipur, Chhattisgarh India. I have published 16 review and research articles in international and national journals and published 4 chapters in IntechOpen, the world’s leading publisher of Open access books. I have presented many papers at national and international conferences. I have received research award from Indian Drug Manufacturers Association in year 2015. My research interest extends from novel lymphatic drug delivery systems, oral delivery system for herbal bioactive to formulation optimization.",institutionString:null,institution:{name:"Chhattisgarh Swami Vivekanand Technical University",country:{name:"India"}}},{id:"253468",title:"Dr.",name:"Mariusz",middleName:null,surname:"Marzec",slug:"mariusz-marzec",fullName:"Mariusz Marzec",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/253468/images/system/253468.png",biography:"An assistant professor at Department of Biomedical Computer Systems, at Institute of Computer Science, Silesian University in Katowice. Scientific interests: computer analysis and processing of images, biomedical images, databases and programming languages. He is an author and co-author of scientific publications covering analysis and processing of biomedical images and development of database systems.",institutionString:"University of Silesia",institution:null},{id:"212432",title:"Prof.",name:"Hadi",middleName:null,surname:"Mohammadi",slug:"hadi-mohammadi",fullName:"Hadi Mohammadi",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/212432/images/system/212432.jpeg",biography:"Dr. Hadi Mohammadi is a biomedical engineer with hands-on experience in the design and development of many engineering structures and medical devices through various projects that he has been involved in over the past twenty years. Dr. Mohammadi received his BSc. and MSc. degrees in Mechanical Engineering from Sharif University of Technology, Tehran, Iran, and his PhD. degree in Biomedical Engineering (biomaterials) from the University of Western Ontario. He was a postdoctoral trainee for almost four years at University of Calgary and Harvard Medical School. He is an industry innovator having created the technology to produce lifelike synthetic platforms that can be used for the simulation of almost all cardiovascular reconstructive surgeries. He’s been heavily involved in the design and development of cardiovascular devices and technology for the past 10 years. He is currently an Assistant Professor with the University of British Colombia, Canada.",institutionString:"University of British Columbia",institution:{name:"University of British Columbia",country:{name:"Canada"}}},{id:"254463",title:"Prof.",name:"Haisheng",middleName:null,surname:"Yang",slug:"haisheng-yang",fullName:"Haisheng Yang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/254463/images/system/254463.jpeg",biography:"Haisheng Yang, Ph.D., Professor and Director of the Department of Biomedical Engineering, College of Life Science and Bioengineering, Beijing University of Technology. He received his Ph.D. degree in Mechanics/Biomechanics from Harbin Institute of Technology (jointly with University of California, Berkeley). Afterwards, he worked as a Postdoctoral Research Associate in the Purdue Musculoskeletal Biology and Mechanics Lab at the Department of Basic Medical Sciences, Purdue University, USA. He also conducted research in the Research Centre of Shriners Hospitals for Children-Canada at McGill University, Canada. Dr. Yang has over 10 years research experience in orthopaedic biomechanics and mechanobiology of bone adaptation and regeneration. He earned an award from Beijing Overseas Talents Aggregation program in 2017 and serves as Beijing Distinguished Professor.",institutionString:"Beijing University of Technology",institution:null},{id:"255757",title:"Dr.",name:"Igor",middleName:"Victorovich",surname:"Lakhno",slug:"igor-lakhno",fullName:"Igor Lakhno",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255757/images/system/255757.jpg",biography:"Lakhno Igor Victorovich was born in 1971 in Kharkiv (Ukraine). \nMD – 1994, Kharkiv National Medical Univesity.\nOb&Gyn; – 1997, master courses in Kharkiv Medical Academy of Postgraduate Education.\nPhD – 1999, Kharkiv National Medical Univesity.\nDSc – 2019, PL Shupik National Academy of Postgraduate Education \nLakhno Igor has been graduated from an international training courses on reproductive medicine and family planning held in Debrecen University (Hungary) in 1997. Since 1998 Lakhno Igor has worked as an associate professor of the department of obstetrics and gynecology of VN Karazin National University and an associate professor of the perinatology, obstetrics and gynecology department of Kharkiv Medical Academy of Postgraduate Education. Since June 2019 he’s a professor of the department of obstetrics and gynecology of VN Karazin National University and a professor of the perinatology, obstetrics and gynecology department of Kharkiv Medical Academy of Postgraduate Education . He’s an author of about 200 printed works and there are 17 of them in Scopus or Web of Science databases. Lakhno Igor is a rewiever of Journal of Obstetrics and Gynaecology (Taylor and Francis), Informatics in Medicine Unlocked (Elsevier), The Journal of Obstetrics and Gynecology Research (Wiley), Endocrine, Metabolic & Immune Disorders-Drug Targets (Bentham Open), The Open Biomedical Engineering Journal (Bentham Open), etc. He’s defended a dissertation for DSc degree \\'Pre-eclampsia: prediction, prevention and treatment”. Lakhno Igor has participated as a speaker in several international conferences and congresses (International Conference on Biological Oscillations April 10th-14th 2016, Lancaster, UK, The 9th conference of the European Study Group on Cardiovascular Oscillations). His main scientific interests: obstetrics, women’s health, fetal medicine, cardiovascular medicine.",institutionString:"V.N. Karazin Kharkiv National University",institution:{name:"Kharkiv Medical Academy of Postgraduate Education",country:{name:"Ukraine"}}},{id:"89721",title:"Dr.",name:"Mehmet",middleName:"Cuneyt",surname:"Ozmen",slug:"mehmet-ozmen",fullName:"Mehmet Ozmen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/89721/images/7289_n.jpg",biography:null,institutionString:null,institution:{name:"Gazi University",country:{name:"Turkey"}}},{id:"243698",title:"M.D.",name:"Xiaogang",middleName:null,surname:"Wang",slug:"xiaogang-wang",fullName:"Xiaogang Wang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/243698/images/system/243698.png",biography:"Dr. Xiaogang Wang, a faculty member of Shanxi Eye Hospital specializing in the treatment of cataract and retinal disease and a tutor for postgraduate students of Shanxi Medical University, worked in the COOL Lab as an international visiting scholar under the supervision of Dr. David Huang and Yali Jia from October 2012 through November 2013. Dr. Wang earned an MD from Shanxi Medical University and a Ph.D. from Shanghai Jiao Tong University. Dr. Wang was awarded two research project grants focused on multimodal optical coherence tomography imaging and deep learning in cataract and retinal disease, from the National Natural Science Foundation of China. He has published around 30 peer-reviewed journal papers and four book chapters and co-edited one book.",institutionString:"Shanxi Eye Hospital",institution:{name:"Shanxi Eye Hospital",country:{name:"China"}}},{id:"242893",title:"Ph.D. Student",name:"Joaquim",middleName:null,surname:"De Moura",slug:"joaquim-de-moura",fullName:"Joaquim De Moura",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/242893/images/7133_n.jpg",biography:"Joaquim de Moura received his degree in Computer Engineering in 2014 from the University of A Coruña (Spain). In 2016, he received his M.Sc degree in Computer Engineering from the same university. He is currently pursuing his Ph.D degree in Computer Science in a collaborative project between ophthalmology centers in Galicia and the University of A Coruña. His research interests include computer vision, machine learning algorithms and analysis and medical imaging processing of various kinds.",institutionString:null,institution:{name:"University of A Coruña",country:{name:"Spain"}}},{id:"267434",title:"Dr.",name:"Rohit",middleName:null,surname:"Raja",slug:"rohit-raja",fullName:"Rohit Raja",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRZkkQAG/Profile_Picture_2022-05-09T12:55:18.jpg",biography:null,institutionString:null,institution:null},{id:"294334",title:"B.Sc.",name:"Marc",middleName:null,surname:"Bruggeman",slug:"marc-bruggeman",fullName:"Marc Bruggeman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/294334/images/8242_n.jpg",biography:"Chemical engineer graduate, with a passion for material science and specific interest in polymers - their near infinite applications intrigue me. \n\nI plan to continue my scientific career in the field of polymeric biomaterials as I am fascinated by intelligent, bioactive and biomimetic materials for use in both consumer and medical applications.",institutionString:null,institution:null},{id:"244950",title:"Dr.",name:"Salvatore",middleName:null,surname:"Di Lauro",slug:"salvatore-di-lauro",fullName:"Salvatore Di Lauro",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0030O00002bSF1HQAW/ProfilePicture%202021-12-20%2014%3A54%3A14.482",biography:"Name:\n\tSALVATORE DI LAURO\nAddress:\n\tHospital Clínico Universitario Valladolid\nAvda Ramón y Cajal 3\n47005, Valladolid\nSpain\nPhone number: \nFax\nE-mail:\n\t+34 983420000 ext 292\n+34 983420084\nsadilauro@live.it\nDate and place of Birth:\nID Number\nMedical Licence \nLanguages\t09-05-1985. Villaricca (Italy)\n\nY1281863H\n474707061\nItalian (native language)\nSpanish (read, written, spoken)\nEnglish (read, written, spoken)\nPortuguese (read, spoken)\nFrench (read)\n\t\t\nCurrent position (title and company)\tDate (Year)\nVitreo-Retinal consultant in ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl. National Health System.\nVitreo-Retinal consultant in ophthalmology. Instituto Oftalmologico Recoletas. Red Hospitalaria Recoletas. Private practise.\t2017-today\n\n2019-today\n\t\n\t\nEducation (High school, university and postgraduate training > 3 months)\tDate (Year)\nDegree in Medicine and Surgery. University of Neaples 'Federico II”\nResident in Opthalmology. Hospital Clinico Universitario Valladolid\nMaster in Vitreo-Retina. IOBA. University of Valladolid\nFellow of the European Board of Ophthalmology. Paris\nMaster in Research in Ophthalmology. University of Valladolid\t2003-2009\n2012-2016\n2016-2017\n2016\n2012-2013\n\t\nEmployments (company and positions)\tDate (Year)\nResident in Ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl.\nFellow in Vitreo-Retina. IOBA. University of Valladolid\nVitreo-Retinal consultant in ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl. National Health System.\nVitreo-Retinal consultant in ophthalmology. Instituto Oftalmologico Recoletas. Red Hospitalaria Recoletas. \n\t2012-2016\n2016-2017\n2017-today\n\n2019-Today\n\n\n\t\nClinical Research Experience (tasks and role)\tDate (Year)\nAssociated investigator\n\n' FIS PI20/00740: DESARROLLO DE UNA CALCULADORA DE RIESGO DE\nAPARICION DE RETINOPATIA DIABETICA BASADA EN TECNICAS DE IMAGEN MULTIMODAL EN PACIENTES DIABETICOS TIPO 1. Grant by: Ministerio de Ciencia e Innovacion \n\n' (BIO/VA23/14) Estudio clínico multicéntrico y prospectivo para validar dos\nbiomarcadores ubicados en los genes p53 y MDM2 en la predicción de los resultados funcionales de la cirugía del desprendimiento de retina regmatógeno. Grant by: Gerencia Regional de Salud de la Junta de Castilla y León.\n' Estudio multicéntrico, aleatorizado, con enmascaramiento doble, en 2 grupos\nparalelos y de 52 semanas de duración para comparar la eficacia, seguridad e inmunogenicidad de SOK583A1 respecto a Eylea® en pacientes con degeneración macular neovascular asociada a la edad' (CSOK583A12301; N.EUDRA: 2019-004838-41; FASE III). Grant by Hexal AG\n\n' Estudio de fase III, aleatorizado, doble ciego, con grupos paralelos, multicéntrico para comparar la eficacia y la seguridad de QL1205 frente a Lucentis® en pacientes con degeneración macular neovascular asociada a la edad. (EUDRACT: 2018-004486-13). Grant by Qilu Pharmaceutical Co\n\n' Estudio NEUTON: Ensayo clinico en fase IV para evaluar la eficacia de aflibercept en pacientes Naive con Edema MacUlar secundario a Oclusion de Vena CenTral de la Retina (OVCR) en regimen de tratamientO iNdividualizado Treat and Extend (TAE)”, (2014-000975-21). Grant by Fundacion Retinaplus\n\n' Evaluación de la seguridad y bioactividad de anillos de tensión capsular en conejo. Proyecto Procusens. Grant by AJL, S.A.\n\n'Estudio epidemiológico, prospectivo, multicéntrico y abierto\\npara valorar la frecuencia de la conjuntivitis adenovírica diagnosticada mediante el test AdenoPlus®\\nTest en pacientes enfermos de conjuntivitis aguda”\\n. National, multicenter study. Grant by: NICOX.\n\nEuropean multicentric trial: 'Evaluation of clinical outcomes following the use of Systane Hydration in patients with dry eye”. Study Phase 4. Grant by: Alcon Labs'\n\nVLPs Injection and Activation in a Rabbit Model of Uveal Melanoma. Grant by Aura Bioscience\n\nUpdating and characterization of a rabbit model of uveal melanoma. Grant by Aura Bioscience\n\nEnsayo clínico en fase IV para evaluar las variantes genéticas de la vía del VEGF como biomarcadores de eficacia del tratamiento con aflibercept en pacientes con degeneración macular asociada a la edad (DMAE) neovascular. Estudio BIOIMAGE. IMO-AFLI-2013-01\n\nEstudio In-Eye:Ensayo clínico en fase IV, abierto, aleatorizado, de 2 brazos,\nmulticçentrico y de 12 meses de duración, para evaluar la eficacia y seguridad de un régimen de PRN flexible individualizado de 'esperar y extender' versus un régimen PRN según criterios de estabilización mediante evaluaciones mensuales de inyecciones intravítreas de ranibizumab 0,5 mg en pacientes naive con neovascularización coriodea secunaria a la degeneración macular relacionada con la edad. CP: CRFB002AES03T\n\nTREND: Estudio Fase IIIb multicéntrico, randomizado, de 12 meses de\nseguimiento con evaluador de la agudeza visual enmascarado, para evaluar la eficacia y la seguridad de ranibizumab 0.5mg en un régimen de tratar y extender comparado con un régimen mensual, en pacientes con degeneración macular neovascular asociada a la edad. CP: CRFB002A2411 Código Eudra CT:\n2013-002626-23\n\n\n\nPublications\t\n\n2021\n\n\n\n\n2015\n\n\n\n\n2021\n\n\n\n\n\n2021\n\n\n\n\n2015\n\n\n\n\n2015\n\n\n2014\n\n\n\n\n2015-16\n\n\n\n2015\n\n\n2014\n\n\n2014\n\n\n\n\n2014\n\n\n\n\n\n\n\n2014\n\nJose Carlos Pastor; Jimena Rojas; Salvador Pastor-Idoate; Salvatore Di Lauro; Lucia Gonzalez-Buendia; Santiago Delgado-Tirado. Proliferative vitreoretinopathy: A new concept of disease pathogenesis and practical\nconsequences. Progress in Retinal and Eye Research. 51, pp. 125 - 155. 03/2016. DOI: 10.1016/j.preteyeres.2015.07.005\n\n\nLabrador-Velandia S; Alonso-Alonso ML; Di Lauro S; García-Gutierrez MT; Srivastava GK; Pastor JC; Fernandez-Bueno I. Mesenchymal stem cells provide paracrine neuroprotective resources that delay degeneration of co-cultured organotypic neuroretinal cultures.Experimental Eye Research. 185, 17/05/2019. DOI: 10.1016/j.exer.2019.05.011\n\nSalvatore Di Lauro; Maria Teresa Garcia Gutierrez; Ivan Fernandez Bueno. Quantification of pigment epithelium-derived factor (PEDF) in an ex vivo coculture of retinal pigment epithelium cells and neuroretina.\nJournal of Allbiosolution. 2019. ISSN 2605-3535\n\nSonia Labrador Velandia; Salvatore Di Lauro; Alonso-Alonso ML; Tabera Bartolomé S; Srivastava GK; Pastor JC; Fernandez-Bueno I. Biocompatibility of intravitreal injection of human mesenchymal stem cells in immunocompetent rabbits. Graefe's archive for clinical and experimental ophthalmology. 256 - 1, pp. 125 - 134. 01/2018. DOI: 10.1007/s00417-017-3842-3\n\n\nSalvatore Di Lauro, David Rodriguez-Crespo, Manuel J Gayoso, Maria T Garcia-Gutierrez, J Carlos Pastor, Girish K Srivastava, Ivan Fernandez-Bueno. A novel coculture model of porcine central neuroretina explants and retinal pigment epithelium cells. Molecular Vision. 2016 - 22, pp. 243 - 253. 01/2016.\n\nSalvatore Di Lauro. Classifications for Proliferative Vitreoretinopathy ({PVR}): An Analysis of Their Use in Publications over the Last 15 Years. Journal of Ophthalmology. 2016, pp. 1 - 6. 01/2016. DOI: 10.1155/2016/7807596\n\nSalvatore Di Lauro; Rosa Maria Coco; Rosa Maria Sanabria; Enrique Rodriguez de la Rua; Jose Carlos Pastor. Loss of Visual Acuity after Successful Surgery for Macula-On Rhegmatogenous Retinal Detachment in a Prospective Multicentre Study. Journal of Ophthalmology. 2015:821864, 2015. DOI: 10.1155/2015/821864\n\nIvan Fernandez-Bueno; Salvatore Di Lauro; Ivan Alvarez; Jose Carlos Lopez; Maria Teresa Garcia-Gutierrez; Itziar Fernandez; Eva Larra; Jose Carlos Pastor. Safety and Biocompatibility of a New High-Density Polyethylene-Based\nSpherical Integrated Porous Orbital Implant: An Experimental Study in Rabbits. Journal of Ophthalmology. 2015:904096, 2015. DOI: 10.1155/2015/904096\n\nPastor JC; Pastor-Idoate S; Rodríguez-Hernandez I; Rojas J; Fernandez I; Gonzalez-Buendia L; Di Lauro S; Gonzalez-Sarmiento R. Genetics of PVR and RD. Ophthalmologica. 232 - Suppl 1, pp. 28 - 29. 2014\n\nRodriguez-Crespo D; Di Lauro S; Singh AK; Garcia-Gutierrez MT; Garrosa M; Pastor JC; Fernandez-Bueno I; Srivastava GK. Triple-layered mixed co-culture model of RPE cells with neuroretina for evaluating the neuroprotective effects of adipose-MSCs. Cell Tissue Res. 358 - 3, pp. 705 - 716. 2014.\nDOI: 10.1007/s00441-014-1987-5\n\nCarlo De Werra; Salvatore Condurro; Salvatore Tramontano; Mario Perone; Ivana Donzelli; Salvatore Di Lauro; Massimo Di Giuseppe; Rosa Di Micco; Annalisa Pascariello; Antonio Pastore; Giorgio Diamantis; Giuseppe Galloro. Hydatid disease of the liver: thirty years of surgical experience.Chirurgia italiana. 59 - 5, pp. 611 - 636.\n(Italia): 2007. ISSN 0009-4773\n\nChapters in books\n\t\n' Salvador Pastor Idoate; Salvatore Di Lauro; Jose Carlos Pastor Jimeno. PVR: Pathogenesis, Histopathology and Classification. Proliferative Vitreoretinopathy with Small Gauge Vitrectomy. Springer, 2018. ISBN 978-3-319-78445-8\nDOI: 10.1007/978-3-319-78446-5_2. \n\n' Salvatore Di Lauro; Maria Isabel Lopez Galvez. Quistes vítreos en una mujer joven. Problemas diagnósticos en patología retinocoroidea. Sociedad Española de Retina-Vitreo. 2018.\n\n' Salvatore Di Lauro; Salvador Pastor Idoate; Jose Carlos Pastor Jimeno. iOCT in PVR management. OCT Applications in Opthalmology. pp. 1 - 8. INTECH, 2018. DOI: 10.5772/intechopen.78774.\n\n' Rosa Coco Martin; Salvatore Di Lauro; Salvador Pastor Idoate; Jose Carlos Pastor. amponadores, manipuladores y tinciones en la cirugía del traumatismo ocular.Trauma Ocular. Ponencia de la SEO 2018..\n\n' LOPEZ GALVEZ; DI LAURO; CRESPO. OCT angiografia y complicaciones retinianas de la diabetes. PONENCIA SEO 2021, CAPITULO 20. (España): 2021.\n\n' Múltiples desprendimientos neurosensoriales bilaterales en paciente joven. Enfermedades Degenerativas De Retina Y Coroides. SERV 04/2016. \n' González-Buendía L; Di Lauro S; Pastor-Idoate S; Pastor Jimeno JC. Vitreorretinopatía proliferante (VRP) e inflamación: LA INFLAMACIÓN in «INMUNOMODULADORES Y ANTIINFLAMATORIOS: MÁS ALLÁ DE LOS CORTICOIDES. 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