\\n\\n
IntechOpen was founded by scientists, for scientists, in order to make book publishing accessible around the globe. Over the last two decades, this has driven Open Access (OA) book publishing whilst levelling the playing field for global academics. Through our innovative publishing model and the support of the research community, we have now published over 5,700 Open Access books and are visited online by over three million academics every month. These researchers are increasingly working in broad technology-based subjects, driving multidisciplinary academic endeavours into human health, environment, and technology.
\\n\\nBy listening to our community, and in order to serve these rapidly growing areas which lie at the core of IntechOpen's expertise, we are launching a portfolio of Open Science journals:
\\n\\nAll three journals will publish under an Open Access model and embrace Open Science policies to help support the changing needs of academics in these fast-moving research areas. There will be direct links to preprint servers and data repositories, allowing full reproducibility and rapid dissemination of published papers to help accelerate the pace of research. Each journal has renowned Editors in Chief who will work alongside a global Editorial Board, delivering robust single-blind peer review. Supported by our internal editorial teams, this will ensure our authors will receive a quick, user-friendly, and personalised publishing experience.
\\n\\n"By launching our journals portfolio we are introducing new, dedicated homes for interdisciplinary technology-focused researchers to publish their work, whilst embracing Open Science and creating a unique global home for academics to disseminate their work. We are taking a leap toward Open Science continuing and expanding our fundamental commitment to openly sharing scientific research across the world, making it available for the benefit of all." Dr. Sara Uhac, IntechOpen CEO
\\n\\n"Our aim is to promote and create better science for a better world by increasing access to information and the latest scientific developments to all scientists, innovators, entrepreneurs and students and give them the opportunity to learn, observe and contribute to knowledge creation. Open Science promotes a swifter path from research to innovation to produce new products and services." Alex Lazinica, IntechOpen founder
\\n\\nIn conclusion, Natalia Reinic Babic, Head of Journal Publishing and Open Science at IntechOpen adds:
\\n\\n“On behalf of the journal team I’d like to thank all our Editors in Chief, Editorial Boards, internal supporting teams, and our scientific community for their continuous support in making this portfolio a reality - we couldn’t have done it without you! With your support in place, we are confident these journals will become as impactful and successful as our book publishing program and bring us closer to a more open (science) future.”
\\n\\nWe invite you to visit the journals homepage and learn more about the journal’s Editorial Boards, scope and vision as all three journals are now open for submissions.
\\n\\nFeel free to share this news on social media and help us mark this memorable moment!
\\n\\n\\n"}]',published:!0,mainMedia:{caption:"",originalUrl:"/media/original/237"}},components:[{type:"htmlEditorComponent",content:'
After years of being acknowledged as the world's leading publisher of Open Access books, today, we are proud to announce we’ve successfully launched a portfolio of Open Science journals covering rapidly expanding areas of interdisciplinary research.
\n\n\n\nIntechOpen was founded by scientists, for scientists, in order to make book publishing accessible around the globe. Over the last two decades, this has driven Open Access (OA) book publishing whilst levelling the playing field for global academics. Through our innovative publishing model and the support of the research community, we have now published over 5,700 Open Access books and are visited online by over three million academics every month. These researchers are increasingly working in broad technology-based subjects, driving multidisciplinary academic endeavours into human health, environment, and technology.
\n\nBy listening to our community, and in order to serve these rapidly growing areas which lie at the core of IntechOpen's expertise, we are launching a portfolio of Open Science journals:
\n\nAll three journals will publish under an Open Access model and embrace Open Science policies to help support the changing needs of academics in these fast-moving research areas. There will be direct links to preprint servers and data repositories, allowing full reproducibility and rapid dissemination of published papers to help accelerate the pace of research. Each journal has renowned Editors in Chief who will work alongside a global Editorial Board, delivering robust single-blind peer review. Supported by our internal editorial teams, this will ensure our authors will receive a quick, user-friendly, and personalised publishing experience.
\n\n"By launching our journals portfolio we are introducing new, dedicated homes for interdisciplinary technology-focused researchers to publish their work, whilst embracing Open Science and creating a unique global home for academics to disseminate their work. We are taking a leap toward Open Science continuing and expanding our fundamental commitment to openly sharing scientific research across the world, making it available for the benefit of all." Dr. Sara Uhac, IntechOpen CEO
\n\n"Our aim is to promote and create better science for a better world by increasing access to information and the latest scientific developments to all scientists, innovators, entrepreneurs and students and give them the opportunity to learn, observe and contribute to knowledge creation. Open Science promotes a swifter path from research to innovation to produce new products and services." Alex Lazinica, IntechOpen founder
\n\nIn conclusion, Natalia Reinic Babic, Head of Journal Publishing and Open Science at IntechOpen adds:
\n\n“On behalf of the journal team I’d like to thank all our Editors in Chief, Editorial Boards, internal supporting teams, and our scientific community for their continuous support in making this portfolio a reality - we couldn’t have done it without you! With your support in place, we are confident these journals will become as impactful and successful as our book publishing program and bring us closer to a more open (science) future.”
\n\nWe invite you to visit the journals homepage and learn more about the journal’s Editorial Boards, scope and vision as all three journals are now open for submissions.
\n\nFeel free to share this news on social media and help us mark this memorable moment!
\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:"102",leadTitle:null,fullTitle:"Recurrent Neural Networks for Temporal Data Processing",title:"Recurrent Neural Networks for Temporal Data Processing",subtitle:null,reviewType:"peer-reviewed",abstract:"The RNNs (Recurrent Neural Networks) are a general case of artificial neural networks where the connections are not feed-forward ones only. 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\r\n\r\n\tThis book will provide new concepts and analysis techniques based on industry practices and cases. It will contain E-service concepts, innovative solutions, methodologies, and practical ideas for advancing knowledge to professionals, academics, and researchers. Authors are invited to introduce advanced concepts and the fundamental and practical issues in service changes, impacting business markets, and supporting service electronically. Innovative solutions in e-services are critical for increasing interactivity with various users and organizations' needs. Conducting service and business online impacts people, the business community, and society. It leads to change in the entire business system and environment. It helps the design and management team to build services and processes electronically.
\r\n\r\n\tThis book will present advanced conceptual models, business processes, service changes, digital business models, online communication, and services interaction in different business types and communities.
",isbn:"978-1-80356-573-6",printIsbn:"978-1-80356-572-9",pdfIsbn:"978-1-80356-574-3",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"92c25420000e8d708ce07782c747cba5",bookSignature:"Dr. Kyeong Kang and Ms. Fatuma Namisango",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11914.jpg",keywords:"E-service, Digital Service, Digital Communication, Digital Process, Online Process, Communication, Innovation Culture, Social Computing, Collaborative System Design, E-service Innovation, Information Systems, User Experience Design",numberOfDownloads:4,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfDimensionsCitations:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"March 11th 2022",dateEndSecondStepPublish:"May 13th 2022",dateEndThirdStepPublish:"July 12th 2022",dateEndFourthStepPublish:"September 30th 2022",dateEndFifthStepPublish:"November 29th 2022",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"2 months",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"An internationally renowned academic, Dr. Kang complete her Ph.D. in Computing Sciences from the University of Technology, Sydney. She was a visiting scholar at the Georgia Institute of Technology, US, and Yonsei University, Korea. Her research focuses on e-commerce, e-service, digital service platforms, and human–technology innovation in diverse cultures.",coeditorOneBiosketch:"Dr. Namisango received her Ph.D. in Information Systems at the University of Technology Sydney. Her research spans cross-cultural issues in information systems, social information systems, sociomateriality and new ways of working and living, and human information behaviors. She published her work in Computers in Human Behavior, Information Systems Frontiers, and others.",coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"2114",title:"Dr.",name:"Kyeong",middleName:null,surname:"Kang",slug:"kyeong-kang",fullName:"Kyeong Kang",profilePictureURL:"https://mts.intechopen.com/storage/users/2114/images/system/2114.jpg",biography:'Dr. Kyeong Kang is an academic in Australia. She received a Ph.D. in Computing Sciences from the University of Technology, Sydney, and her research focuses on e-commerce, e-service, digital service platforms, and human–technology innovation in diverse cultures. As a leading researcher, she completed projects for the Australian Information Industry Association (AIIS) and the Department of Foreign Affairs and Trade (DFAT), Australia. She is currently conducting a project for the Asian Productivity Organization (APO). Her research contributions are well-known internationally. As a visiting scholar at the Georgia Institute of Technology, US (2012), Dr. Kang engaged in an ICT international development project. Additionally, she is an editor of the book "E-commerce".',institutionString:"University of Technology Sydney",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"2",institution:{name:"University of Technology Sydney",institutionURL:null,country:{name:"Australia"}}}],coeditorOne:{id:"342719",title:"Ms.",name:"Fatuma",middleName:null,surname:"Namisango",slug:"fatuma-namisango",fullName:"Fatuma Namisango",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000033IIeHQAW/Profile_Picture_1644476793332",biography:"Dr. Fatuma Namisango is an academic in the field of Information Systems and a member of the Association for Information Systems (AIS). Her research focuses on cross-cultural issues in information systems, human factors in computing, social information systems, technology affordances, sociomateriality, and new ways of working and living.\r\nDr. Namisango received a Master’s Degree in Information Technology from Makerere University, Uganda. She received a Ph.D. in Information Systems at the University of Technology Sydney (UTS), Australia, working under the supervision of Dr. Kyeong Kang and Prof. Ghassan Beydoun. She won the International Research Scholarship (IRS) and the UTS Presidents’ Scholarship to pursue her Ph.D. studies. She has presented her research at conferences such as the Australasian Conference on Information Systems (ACIS) and Americas Conference on Information Systems (AMCIS).",institutionString:"Murdoch University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Murdoch University",institutionURL:null,country:{name:"Australia"}}},coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"9",title:"Computer and Information Science",slug:"computer-and-information-science"}],chapters:[{id:"82351",title:"Building an Online Ecosystem for English Teaching and Learning in the Times of Covid-19 Pandemic and Beyond",slug:"building-an-online-ecosystem-for-english-teaching-and-learning-in-the-times-of-covid-19-pandemic-and",totalDownloads:4,totalCrossrefCites:0,authors:[null]}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"455410",firstName:"Dajana",lastName:"Jusic",middleName:null,title:"Mrs.",imageUrl:"https://mts.intechopen.com/storage/users/455410/images/20500_n.jpeg",email:"dajana.j@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. Whether that be identifying an exceptional author and proposing an editorship collaboration, or contacting researchers who would like the opportunity to work with IntechOpen, I establish and help manage author and editor acquisition and contact."}},relatedBooks:[{type:"book",id:"3718",title:"E-commerce",subtitle:null,isOpenForSubmission:!1,hash:null,slug:"e-commerce",bookSignature:"Kyeong Kang",coverURL:"https://cdn.intechopen.com/books/images_new/3718.jpg",editedByType:"Edited by",editors:[{id:"2114",title:"Dr.",name:"Kyeong",surname:"Kang",slug:"kyeong-kang",fullName:"Kyeong Kang"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10260",title:"Digital Service Platforms",subtitle:null,isOpenForSubmission:!1,hash:"11dab65781b3c4347022c56477311f46",slug:"digital-service-platforms",bookSignature:"Kyeong Kang",coverURL:"https://cdn.intechopen.com/books/images_new/10260.jpg",editedByType:"Edited by",editors:[{id:"2114",title:"Dr.",name:"Kyeong",surname:"Kang",slug:"kyeong-kang",fullName:"Kyeong Kang"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"314",title:"Regenerative Medicine and Tissue Engineering",subtitle:"Cells and Biomaterials",isOpenForSubmission:!1,hash:"bb67e80e480c86bb8315458012d65686",slug:"regenerative-medicine-and-tissue-engineering-cells-and-biomaterials",bookSignature:"Daniel Eberli",coverURL:"https://cdn.intechopen.com/books/images_new/314.jpg",editedByType:"Edited by",editors:[{id:"6495",title:"Dr.",name:"Daniel",surname:"Eberli",slug:"daniel-eberli",fullName:"Daniel Eberli"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"57",title:"Physics and Applications of Graphene",subtitle:"Experiments",isOpenForSubmission:!1,hash:"0e6622a71cf4f02f45bfdd5691e1189a",slug:"physics-and-applications-of-graphene-experiments",bookSignature:"Sergey Mikhailov",coverURL:"https://cdn.intechopen.com/books/images_new/57.jpg",editedByType:"Edited by",editors:[{id:"16042",title:"Dr.",name:"Sergey",surname:"Mikhailov",slug:"sergey-mikhailov",fullName:"Sergey Mikhailov"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1373",title:"Ionic Liquids",subtitle:"Applications and Perspectives",isOpenForSubmission:!1,hash:"5e9ae5ae9167cde4b344e499a792c41c",slug:"ionic-liquids-applications-and-perspectives",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/1373.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"50580",title:"Coating of Conducting Polymers on Natural Cellulosic Fibers",doi:"10.5772/63304",slug:"coating-of-conducting-polymers-on-natural-cellulosic-fibers",body:'\nSince the discovery of conducting polymers (CPs), extensive researches have been carried out to explore the interesting properties of this relatively new and exciting material. Their ease of preparation, low cost, and good electronic properties have lead to the discovery of many CP-related applications. Due to their uniqueness and versatility, CPs are being deposited onto many type surfaces to induce their properties to the template or substrate material. Among those substrates, plant-based cellulosic fibers have gained wide scientific interest. In comparison with synthetic fibers, cellulosic fibers are eco-friendly and more abundant. Conductive cellulosic fibers produced by coating with CPs are being explored for various applications including supercapacitors and batteries, conductive paper and packaging, fillers in polymer composites, transistors and conductive wires, adsorbents, and actuators. Here, we discuss recent and past reports on the research activities regarding coating of CPs on cellulosic fibers and their directed applications.
\nIn situ polymerization of CP on cellulosic fibers.
Cellulosic fibers derived from plant have drawn much attention due to their sustainability and renewability. Plant fibers find applications in many fields. Conventional synthetic fibers like glass, carbon, and aramid can be produced with a definite range of properties, whereas the characteristic properties of natural fibers vary considerably. In general, cellulosic fibers may be bast, leaf, or seed including wood or nonwood types. The major constituents of lignocellulosic fibers are cellulose, hemicelluloses, and lignin. Cellulose is the most abundant natural polymer which contain D-anhydroglucose units (cellobiose) and are joined by β-1,4-glycosidic linkages at C1 and C4 positions. The chemical structure is shown in Figure 1. The main functional groups of cellulose are its hydroxyl groups (primary and secondary). These hydroxyl groups are involved in a number of intra- and intermolecular hydrogen bonds which result in various ordered crystalline arrangements. In fibers, cellulose chains are aligned along the fiber length, which make them high in flexural and tensile strength [1]. Hemicelluloses can consist of various monomeric units such as glucose, mannose, galactose, xylose, and arabinose. Depending on the monomeric unit, they can vary in structure and are highly branched with much lower degree of polymerization than that of cellulose giving them a non-crystalline structure. Hemicelluloses act as supportive matrix for cellulose fibers. Lignin is an amorphous, high molecular weight phenolic compound, which function as a structural supporting material in plant. Their structure varies and do not have predictable, continuous, and uniform properties. Though the exact chemical structure of lignin still remains unestablished, the high carbon and low hydrogen content suggested that the compound is highly unsaturated or aromatic [2].
\n\nPolyaniline (PANI), polypyrrole (PPY), poly (3,4-ethylenedioxythiophene) (PEDOT), and poly (3,4-ethylenedioxythiophene):poly (styrenesulfonate) (PEDOT:PSS) can be regarded as the most explored CPs up to date. PANI has the longest history among the CPs. It is one of the oldest artificial CPs and its high electrical conductivity among organic compounds has attracted continuing attention. The green protonated emeraldine salt has conductivity many orders of magnitude higher than that of common polymers, which ranges from 10−10 to 101 S/cm but lower than that of typical metals [3]. PPY is another interesting CP with conductivity ranging from 10−4 to 10−2 S/cm. It has been studied in many electrochemical and sensor applications [4]. Another extensively explored family of CPs is PEDOT. It has high conductivity reaching 300 S/cm. Despite being described as more environmentally friendly compared to other CPs, they have the disadvantage being insoluble water and infusible [5]. PEDOT can be imbedded in poly(4-styrenesulfonic acid) (PSS) to form a more processable water-based PEDOT:PSS complex. This CP forms a stable dispersion that allow for coating process, which include spin coating. The conductivity can be from 10−5 to 1 S/cm depending on the PEDOT:PSS ratio [6].
\nIn situ polymerization is regarded the most popular method of depositing CPs on cellulosic fibers. The method varies widely depending on the types of oxidants, medium, dopants, monomers, the ratio between them, and the processing steps and parameters. In most cases, the in situ polymerization can be simplified as having the monomers of CPs being polymerized in a reactor or medium in the presence of the cellulose fibers (Figure 1). CPs will be formed on the bulk fibers or surface depending on the arrangement of the fibers.
\nWood-based celluloses have been explored widely with the modification of CPs. PPYs deposited on crosslink cellulose have conductivity reaching 1.1 S/cm with good mechanical properties. The crosslink structure might keep the rigid PPY in a good conductive state due to the weaker interaction between the crosslinked cellulose and the PPY [7]. Aniline monomer has been described to penetrate all areas of wood veneer structures during in situ polymerization. In situ PANI formation was more prominent in cell walls and middle lamella. PANI modification resulted in the reduction of mechanical properties due to the prohibition of secondary interactions within the cell wall. The conductivity was anisotropic, mostly along the direction of wood fibers. Furthermore, the lignin component of the wood and PANI formed strong interaction as described by increase in glass transition temperature of lignin [8]. Lignin is a major component of wood; it contains the structures of phenol, carboxyl, and aldehyde groups, among others. Its hydrophobic character and presence of aromacity facilitates the interaction with the hydrophobic PANI. Blends of emeraldine base of PANI (36%) and lignin film have shown good homogeneous blend and good oxidation/reduction potential characteristics. The interaction occurs mainly between amine of PANI and carbonyl of lignin; imine of PANI and hydroxyl of lignin [9, 10].
\nDue to the vast growing effort of reducing wood-based resource, bamboo has been explored as the substitute to replace wood. Peeled bamboo veneers have shown increase in conductivity from 10−4 to 10−3 S/cm when coated with PANI, tuned by the phosphate acid doping concentration. Cellulose structure of bamboo was intact but with a slight reduction in the degree of crystallinity [11]. Curauá fiber, natural vegetal fibers of amazonic origin have shown increase in conductivity from 10−8 to 10−4 S/cm when in situ coated with PANI doped with sulfuric acid. PANI-modified fibers achieved conductivity changes of approximately 20,000% when tested for its compression sensitivities due to the high contacts. The modified fiber has potential applications as a pressure-sensing material by the function of its conductivity to applied pressure [12]. Similarly, mango fiber was reported to achieve conductivity by modification with PANI. The coated fiber was reported to achieve magnetic properties, being attracted by magnetic field [13]. It was shown that man-made cellulose-based fibers and textile, such as cotton, viscose, cupro, and lyocell, were able to be modified with CPs. This type modification is sought after in the applications of technical apparel, such as antistatic fabrics for work clothing, sportswear, heating, and cooling equipment [14]. Another method of coating the fabric with CPs besides the bulk in situ technique is the vapor phase polymerization. The cellulose fabric is impregnated with aqueous solution of oxidant and dopant, and followed by exposure to monomer in order to start the polymerization. The method revealed a partial penetration of PPY into the amorphous zones of fiber bulk [15]. Coating of CPs on protein fibers such as wool and silk has also been reported [16, 17]. Dip coating of PEDOT:PSS on wood-based microcrystalline celluloses showed that PEDOT was preferentially adsorbed rather than PSS. A strong interaction between the PEDOT:PSS and the cellulose was observed, implying a broad molecular distribution of the CP. As the pH of the solution increased, the amount of adsorbed PEDOT:PSS decreased due to the higher repulsive forces existing at higher pH levels [18].
\nBacterial cellulose (BC) is a straight chain polysaccharide with an ultrafine nanosized 3D fibrous network structure and is produced by certain microorganism (bacteria). The fibril diameter ranges between 10 and 100 nm with crystallinity up to 90%. It is highly hydrophilic due to neat hydroxyl groups of cellulose on the surface. These fibers are stronger than those of conventional natural fibers [19].
\nIn situ coating of PANI on BC template showed high conductivity (10−2 S/cm) when doped with organic acids such as HCl. The PANI forms a continuous nanosheath surrounding the BC due to the attraction force between the amine of aniline and abundant available hydroxyl of BC during the polymerization. The twisting-induced conductivity of the BC/PANI was reported to be activated at twisting angle of 200° [19]. Coating of BC with PANI doped with dodecylbenzene sulfonic acid (DBSA) depends on the amount of DBSA used. The highest conductivity (10−5 S/cm) was at DBSA to aniline molar ratio of 1.5. Excess of DBSA dopant for the BC/PANI might avoid the penetration of PANI into the bulk BC with more preferable PANI formation at the surface of the BC that lead to the lowering of the conductivity [20]. It was later on reported that FeCl3 oxidant can yield a better conductivity (10−1 S/cm) to the BC/PANI [21]. A higher doping level was achieved by using p-toluene sulfonic acid dopant with good thermodynamic stability [22]. A further optimized reaction protocol was able to produce BC/PANI with conductivity of 5.1 S/cm and specific capacitance of 273 F/g. This was achieved due to the flake-shaped morphology of the BC/PANI facilitated by DMF (dimethylformamide) during the in situ polymerization [23]. Good redox properties were also observed for BC coated PPY [24].
\nThese CP-coated cellulosic fibers have been explored as fillers in polymer composites. Incorporating fibers modified with CPs into insulating polymer matrices could induce some degree of electrical conductivity to the load-bearing host mainly for antistatic, electromagnetic, and pressure-sensing applications.
\nCurauá fiber modified with PANI was reported to be blended with polyamide-6 thermoplastic in a twin-screw extruder to form composites. The conductivity of composites was at 10−7 S/cm with a good polymer-fiber interface. The fibers provide easy conductive path (avoiding recombination of charge transport) for the PANI compared to PANI alone in the polymer matrix [25]. It was reported that epoxy resin could be cured with a PANI-coated kenaf fiber to form composites. The composite achieved conductivity in the range of antistatic applications. Mechanical properties of the composite could be improved by using suitable doping agent [26]. Similar approach was demonstrated using PANI-coated coconut fiber blended in polyurethane derived from castor oil. An increase in conductivity was observed when stress was applied to the composite [27].
\nPaper is a porous sheet made up of cellulosic fibers. The sheet usually has many pores generated by the fiber texture, depending on paper grades and manufacturing processes. Cellulose-based paper is intrinsically hydrophilic and contains strong hydrogen bonds after being dried. The main advantages of paper substrate are their lightweight, low cost, and environmental friendly characteristics which have potential to be modified with CPs.
\nMost of the earlier reports focus on the in situ polymerization of the CPs during the pulping stage or at the interface of the paper. The interest in conductive paper was initiated by a report by [28]. It was shown that the individual cellulose fiber of a filter paper was coated with 50–150 nm of PPY spheres. The spheres were fused together forming an integral layer of CPs with approximate thickness of one sphere. The pores within the paper matrix were not filled with PPY, indicating there is a significant bonding between the cellulose surface and the PPY. Furthermore, these pores open up for further modifications for new grades of paper. The sonication process for removal of impurities after the in situ polymerization did not remove any bounded PPY. The strong interaction was suggested to be an H bond between the free available OH groups of the cellulose and the amide groups of the PPY. Similar structure was observed by using PANI as the CP but with a slight reduction in the available pores. Low temperatures (0−25°C) during the in situ polymerization of PANI coating on filter paper yielded better electrical conductivity (10−5 S/cm) compared to that of high temperature condition (50°C) (10−8 S/cm) [29].
\nIn situ coating of PPY on bleached kraft soft wood pulp indicated there is a concentration threshold of pyrrole monomer for the composite paper to achieve a certain degree of surface conductivity. It was reported that the monomer concentration should be more than 1.8 g∙L−1 in order to achieve a stable conductive paper [30]. PPYs have low oxidation potential; the redox reaction of PPY is more sensitive to oxygen, thus making the resulting conductive paper composites less stable in air or oxygen-rich environment. Conductive PPY paper composite is electrically unstable when stored in air at an ambient temperature. The electrical conductivity decays with an increase in storage temperature. On the contrary, the decay was inhibited when stored in a nitrogen environment. This signified that the conductivity of the paper composite was related to the oxidation of PPY which in turn relates to the temperature. PPY particles were observed to become larger when aged at 100°C in air due to the thermal oxidation accompanied by a huge increase in resistivity [31]. Doping of PPY with amphiphilic cationic polyacrylates resulted in a more stable coating on the cellulose substrate. High-charge dopant induces easier PPY entrance into the fiber lumen and easier formation of bipolaron charge carriers. The mechanical strength of the paper was enhanced due to the good interfiber bonding induced by the polymeric dopant that was able to build connections between the fibers. The bonding between PPY-coated fibers (doping other than polyacrylate) is much weaker than H bond between cellulose fibers [32].
\nPEDOT coating on bleached softwood kraft pulp showed that the polymerization temperature and time is optimum at 60°C and 4 h, respectively, with good environmental stability due to the higher oxidation potential of PEDOT compared to other CPs. The volume resistivity was achieved at 5.9 Ω/cm with monomer concentration of 3 g⋅L−1 [33]. PEDOT in situ coating on a filter paper revealed a significant increase in tensile strength due to the interlocking between PEDOT and cellulose fibers. Furthermore, the PEDOT layer fixes and covers the fibrils tightly [34].
\nIt was describe by X-ray photoelectron spectroscopy that the bond between PANI and cellulose in pulp paper existed in the form of H bonding and the lowering of mechanical properties is due to the coverage of hydroxyl groups of the fibers by PANI. p-toluene sulfonic acid doping of PANI achieved a conducting network and lowest resistivity at 30% of coated PANI [35]. PANI-coated commercial paper pulp has been described to be rigid and flexible enough to be used as paper folding artwork or origami. The electrical conductivity increased with a bend angle of 250°. The twisting process induced high contact between fibers in the sheet, resulting in the increase of electrical conductivity [36]. Pulping conditions of the paper played a significant role in PANI deposition and yield. It was shown that chemical pulping had higher amount of coated PANI and higher conductivity than those prepared from high-yield pulp. Furthermore, bleached chemical pulp had better paper properties. It was proposed that the increasing content of sulfonic group of the chemical pulp had a positive linear effect to the amount of coated PANI. Sulfonic groups in the pulp fibers could be dissociate and promote the adsorption of the positively charged PANI onto the fibers [37]. Interfacial polymerization was suggested to be the better method in protecting the fiber strength to some degree. The aniline polymerization reactions take place at the paper interface and not across the whole sample. Thus, multiple steps of polymerization are required. Polyamideamine-epichlorohydrin (PAE), a commercial wet strength agent in papermaking showed to be beneficial in improving the mechanical properties of multiple interfacials of cellulose paper in situ coated with PANI [38].
\nOther types of cellulosic paper sources have shown potential to be deposited with CPs. Coating of PANI on rice straw and bagasse pulp paper has shown potential for packaging applications. The main drawback of such paper substrate is that their mechanical properties such as breaking length, burst factor, and tear factor decreased with increasing PANI amount. A total of 10 wt% of PANI is needed to impart electrical conductivity to the paper composite [39]. Pineapple leaf fiber paper pulp was coated with PANI using the in situ polymerization method. The addition of PANI showed a marginal drop in mechanical properties (burst strength and tear index) and a reduction in moisture absorption with increasing PANI amount. The DC conductivity was achieved around 10−5 S/cm at the concentration threshold of PANI [40]. It was shown that the mechanical and electrical conductivity of PANI-coated kenaf paper could be optimized by controlling the PANI amount and dopant concentration [41]. Further studies have shown that PANI-coated kenaf fibers were able to blend with kenaf pulp during the pulping stage. The composite paper revealed enhancement in the electrical conductivity with improved mechanical properties [42]. Another effort is by coating pulp of wasted egg holder tray by PPY. The raw pulp was bleached and in situ coated with PPY, giving conductivity value of 10−4 S/cm in the frequency-independent region [43].
\nPaper is usually extremely rough, with peak-to-valley roughness values of up to hundreds of micrometers. The packing density of fibers also limits its overall mechanical properties. Nanosized fiber papers or nanopapers can provide excellent mechanical properties, provide smooth surface, and be optically transparent. Modification of nanopapers with CPs will open up many opportunities in electronic/optoelectronic devices [44]. It was displayed that at the percolation threshold, nanofibrillated cellulose/PANI composite paper had mechanical properties similar to its unmodified counterpart. The percolation was achieved at 4.57 vol% of PANI with conductivity of 10−5 S/cm. The nanosize of the cellulose opened more available OH for the in situ polymerization, thus increasing the PANI coating [45]. PEDOT:PSS can also be spin coated on nanofibrillar cellulose film [46].
\nMayer rod coating of CP on paper.
Mayer rod coating (Figure 2) is one of the most popular coating methods on a paper substrate. A Mayer rod is a stainless steel rod that is wound tightly with stainless wire of varying diameter. The grooves between the wire coils determine the precise amount of coating materials that will pass through as it moved along the web. Coating technology can avoid the complication faced with in situ polymerization technique and is a very feasible process for coating a layer of any material over paper substrate. Nevertheless, the viscosity of the CP solution should be low enough to allow easy flow between the wire windings.
\nPhysical coating of PEDOT:PSS using a Mayer rod was achieved by using organic solvents such as dimethyl sulfoxide and N-methylpyrrolidone. The solvents induced plasticizing effect and conformation changes to the PEDOT molecules that lead to higher conductivity compared to PEDOT:PSS coating without any solvents. The paper conductivity level was at 10−3 S/cm with a slight increase in tensile strength [47]. It was reported that multiwalled carbon nanotubes could be dispersed in PEDOT:PSS solution without the use of any added surfactant. This mixtures were coated onto the paper substrate using a Mayer rod coater and heated using a specially design unidirectional ceramic heating board. The heating method revealed better conductivity compared to those dried using conventional drying. This was due to the good bonding between the solution mixture and the paper fiber during the drying stage [48]. Clay has been suggested to act as carrier for the CP for conductive paper. Though the reasons are unclear, the nanosize of clay minerals can provide good dispersion of the CP for the physical rod coating process [49].
\nDue to the interesting redox properties of CPs, they are being explored as electroactive polymers and actuators. They can create a mechanical response from an electrical stimulation. The response can be either a transverse bending or an axial expansion/contraction. Papers that are modified with CPs for their actuation properties can be classified as an electroactive paper. Electroactive paper has the advantages of low cost, lightweight, biodegradability, large displacement output, and low actuation voltages. Drawbacks of this material are that it suffers performance degradation over time and produces a low displacement output at a low humidity.
\nIt was shown that PANI-cellophane actuator had better performance than PPY-cellophane in terms of bending displacement and ruggedness to humidity. This was described due to the relatively high conductivity of PANI and the crystalline nature of PANI which changes to amorphous structure after the actuation [50]. Electroactive paper of regenerated cellulose and PPY with dispersed hydrophobic ionic liquid resulted in reduced resistance and better durability under ambient humidity conditions. The movement of anions in the conducting system resulted in bending displacement [51]. In situ coating of PANI on cellulose solution using p-toluenesulfonic acid showed that the resulting paper had low Young’s modulus and reduced thermal stability. The cellulose-PANI electroactive paper was fabricated by depositing very thin gold electrodes on both surfaces of the paper. A large bending displacement and long actuation stability was reported at ambient humidity and temperature [52].
\nThe key technology that underlies the performance of supercapacitor materials has turned it into a research hotspot is the electrode material. Electrode materials mainly include carbon material, metal oxide, and CPs. Flexible electrode-based paper is very promising for low cost and lightweight energy storage applications. The rough and porous paper surface is advantageous when electrochemical active materials were coated onto cellulose fibers.
\nCellulose extracted from green polluting
Anion-exchange properties of PPY on wood saw dust have shown potential use as adsorbent for the uptake of Cr(VI) in wastewater solution [58]. Another study later on improved the uptake findings using industrially favorable hydrogen peroxide as the oxidant to minimize the cost of using ammonium peroxydisulfate oxidant [59]. Layers of copper metals were reported to be deposited electrochemically onto the outer surface of lightweight balsa wood coated with PPY and reduction of silver by suspending the coated samples in hydrazine hydrate solution. The conductivity was comparable to that of the metal alone [60]. Similarly, redox-active surface of CPs on kraft paper pulp was utilized for the reduction of silver metals [61].
\nRecent research interest has been directed toward inkjet printing of CPs. The precision and flexibility of inkjet printer is ideal for printed electronics compared to the high cost and labor-intensive method of photolithography and vapor deposition. The main challenges of inkjet printing of CPs on paper substrate are their film homogeneity, wetting behavior, and nozzle clogging during printing.
\nSuspension of DBSA-doped PANI has been successfully printed using a commercial piezoelectric desktop inkjet printer. The surface tension was reported to be in a range suitable for inkjet printing with bulk conductivity as same magnitude as those of drop-coated film [62]. PANI has also been identified for printing conductive wires on paper substrates for the fabrication of transistors with a low operating voltage. It was shown that the resistance of the printed paper has linear correlation with the short length scale roughness of the print substrate [63]. PEDOT:PSS have been explored as inks for printing on paper substrates. Roughness of the paper substrate, additives, and the ink formulation itself play a role in the conductivity. A more stable conductivity was reported to be achieved by adding single-walled carbon nanotubes into the PEDOT:PSS ink. Retention aids and fixation agents of the paper seem to interact with the PSS ions thus lowering the conductivity of the printed films [64]. Another interesting method of patterning CPs on to paper is the “pen-writing” method. Patterns or drawing of FeCl3 oxidant were drawn on the paper substrate using an iridium nib pen and followed by exposure to pyrrole vapor that leads to quick interfacial polymerization. The paper can be served as sensors for ammonia gas, thermal heat, and NIR (near-infrared) irradiation [65].
\nCellulosic substrate or paper can be deposited by CPs using a layer-by-layer (LbL) multilayering technique. Surface properties of the paper substrate can be controlled according to electrostatic or hydrophobic interaction. It was described earlier that LbL polyelectrolyte coating can modify the surface charge to make the resulting paper stronger [66]. An LbL of wood microfibers, PEDOT:PSS, and small amount of multiwalled carbon nanotubes (0.2%) have shown conductivity up to 20 S/cm−1 and electrical capacitance of 10−11 F
CPs are good flame retardant agents. Flame retardant agents are added in textile or plastics to inhibit or delay the flaming process. Coating of CPs on to papers would open up many potential applications in functional papers by enhancing the thermal stability. It was reported that both forms of PANI, base and protonated (hydrochloride), give the flame-retardant performance to cellulose filter paper. The PANI-coated cellulose retains the original fibrillar morphology after burning. This was suggested due to the protection of the solid carbonaceous PANI that restricts the access of oxygen to cellulose [70]. Similar heat protection was reported by coating of PANI onto wood scantlings [71]. It has been investigated that the flame retardancy increased with the amount of PANI deposited in the paper pulp and the doping agent played a major role in the flame retardancy. It was suggested that organic sulfonic acids (p-toluenesulfonic acid and sulfosalicylic acid) were more suitable than inorganic acids (sulfuric acid and hydrochloric acid). This was due to the easy dedoping and low doping level of the latter dopants [72, 73]. A further study reported that phytic acid greatly enhanced the flame retardancy of the composite paper but the conductivity level was lowered [74].
\nCoating of CPs on cellulosic fibers show promise in wide variety of applications from conductive papers to smart actuating materials. The utilization of natural-based and low-cost resource for high-end applications is feasible by modifying the cellulosic fibers with CPs. CPs have been shown to impart their unique features to many types of cellulosic fibers such as pure cellulose, commercial grade papers, kenaf, bamboo, vegetal fibers, rice straw, and BC. In general, further investigation should be focused on producing more mechanically reliable and electrically stable CP-coated cellulosic fibers. Polyaniline, polypyrrole, poly (3,4-ethylenedioxythiophene):poly (styrenesulfonate), and their derivatives are currently being explored extensively for their applications with cellulosic fibers. The coating method of CPs such as in situ during pulping, physical deposition using a Mayer rod, spin coating, layer-by-layer assembly, or inkjet printing plays a major role in determining the targeted properties. It envisioned that the combination of CPs and cellulosic fibers could promote more sustainable electrically functional materials for the future.
\nThe authors would like to express their gratitude to Universiti Teknologi Malaysia for the financial assistance through research grants.
\nIt is widely known that plants, like all the other living organisms, are colonized by a multitude of microorganisms [1]. Microbial communities are generally described from the composition (abundance and diversity of the populations that establish the community) and function (behavior and metabolic activity) points of view [2]. The extremely complex functions of microbial communities are not yet significantly understood, even though numerous studies were conducted on the composition of microbial communities [3]. Being modulated by abiotic and biotic factors, predation, competition, and cooperation interactions take place between the members of microbial communities. The environmental effects generated by the microbial activity have the ability of altering the aforementioned interactions furthermore [4].
Microorganisms that have a close relationship with the host plant, regardless of the environmental variables, form the core microbiome [5]. This core microbiome comprises keystone microorganisms that possess genes that can improve the fitness of the holobiont, which were selectively chosen from an evolutionary point of view [6]. Bacterial strains belonging to the families
On the other side of the spectrum, microorganisms found in a lower abundance, which are deeply influenced by the geographical location and habitat characteristics, represent the satellite taxa [8]. Despite their low abundance, satellite microorganisms have critical roles, such as protecting the plant against pathogens through the emission of volatile compounds with antifungal properties [9].
Although not long ago, the focus of plant-microorganisms interactions has been pathogenicity [10]; recently, the ability of some plant-associated microorganisms to directly or indirectly improve plant fitness and performance has been described, as well as the potential of using microbes as a replacement for some synthetic phytosanitary products [1]. A better grasp of the concept of the holobiont can lead to a better future of viticulture, as biocontrol, biofertilization, and biostimulation are realistic and achievable options to reduce the impact of biotic and abiotic stressors, as well as the use of chemical pesticides and fertilizers [11].
The aim of this study is to illustrate the impact of ceasing pesticide use for one year in vineyards on phyllosphere microbiota and soil fungi.
The term “microbiota” refers to the ensemble of microorganisms that exist in a defined environment [12]. In the vineyard ecosystem, endogenous factors, such as the plant age and cultivar, or exogenous factors, such as the cultivation system, geographic location of the plantation, farming techniques, seasonality, human intervention, soil characteristics, and surrounding plants, among others, can influence the presence of grapevine associated microorganisms to a certain extent [13]. It has been pointed out that the effects produced by the composition of the vineyard microbial communities may affect the phytosanitary status of the grapevine, and therefore wine quality, in a significant way [14]. The unique combination of bacteria, fungi, and other microscopic organisms that are found in association with the grapevine and the vineyard soil has even been termed “microbial terroir,” as it was found in the recent years to imprint distinctive traits on wine [15]. Zoochory, hydrochory, anemochory, and anthropochory are the known microorganisms dispersal methods that transfer microbiota from the surrounding environment to the grapevine or from one grapevine to another [16]. Perennial plant structures, such as canes, spurs, and bark harbor a greater, more stable microbial diversity, being at the same time one of the sources for the microbiota of the ephemeral structures − leaves, flowers, and berries [17].
Like many other eukaryotes, the grapevine is colonized by a multitude of microorganisms that play a certain role in its growth and survival. First used in 1991 [18], the term “holobiont” evolved to describe a host and the microbial community associated with it [19]. The holobiont concept states that, as it is the case for the animal kingdom, the plant’s health state is deeply influenced by the composition of its microbiota [16]. Depending on their role in relation to the plant, microbial species may be beneficial, pathogenic, or neutral [4].
Microorganisms may be found on the surface of grapevine organs, composing the epiphytic microbiota [20], or they may reside inside the plant tissues, making up the endophytic microbiota [21]. Some microbial species can be found both outside the plant structures and inside their tissues [16], meaning that microorganisms find gateways in piercing wounds caused by insects, stomata, or intercellular junctions, among others [22].
The sum of aerial plant organ surfaces represents the phyllosphere [23]. Depending on the plant organ they populate, phyllosphere microorganisms can be a part of the microbiota of the following plant compartments: leaves − phylloplane; flowers − anthosphere; fruits − carposphere; and stems − caulosphere. The phyllosphere is an open system colonized by complex microbial communities, even though the habitat can be considered hostile, as it is exposed to temperature oscillations, UV radiation, and plant-secreted antimicrobial compounds, as well as low water and nutrient accessibility [24]. The phyllosphere is dominated by the phylloplane, represented by the photosynthetically active foliar surface [23]. Considering the fact that the grapevine is a woody perennial plant that sheds leaves each autumn, the phylloplane is an ephemeral environment [24].
From a nutrient perspective, the foliar ecosystem is oligotrophic, due mainly to the presence of the hydrophobic cuticle that prevents plant metabolites from leaching and reduces water evaporation [25]. However, the presence of stomata, hydathodes, veins, and trichomes can assure a better nutrient supply for microorganisms [24]. Due to the distribution of such structures at the foliar level, the abaxial and adaxial sides of the leaf are colonized by different microorganisms [26]. In most cases, bacterial and fungal cells are found forming aggregates, held together by extracellular polymeric substances that can prevent desiccation [24]. Some phyllosphere inhabitants have also been found to protect their host plants through the substances they produce, that act like pesticides, stimulators, or fertilizers [27].
The other more intensely studied ephemeral grapevine organ is the fruit, the interest shifting often in this case from the health state of the plant to the impact on wine-making [16].
The soil is an everchanging complex environment, dominated by microbial activity [28]. As they have an important role in the cycle of nutrients and the decomposition of organic matter, microorganisms are a decisive factor in determining soil quality. A wide range of organisms coexists in the soil, including bacteria, fungi, archaea, viruses, oomycetes, protists, and arthropods, which are involved in complex trophic networks [29]. Bacteria and fungi are the dominant taxonomic groups, accounting for approximately 90% of the microbiota found in soil samples [30]. Bacteria are the most abundant soil microorganisms and are the first to react and reproduce when their optimal conditions are met [31]. However, in spite of having longer generation times, fungi are more efficient at decomposing organic substrates and have more stable populations [32, 33]. Although some species are phytopathogenic, there are numerous fungal species capable of antagonizing plant pathogens, stimulating vegetative growth, and decomposing plant residues [28].
The composition of soil microbial communities differs significantly both from a quantitative and qualitative point of view, being deeply influenced by the presence of nutrients, water, applied substances, and farming techniques, to name a few [34]. Most of the times, the exogenous factors play a significant role, but it has been pointed out that plant genotypes also possess the tools to intervene in the selection of root-associated microorganisms [35]. Soil is often regarded as a reservoir for the microbiota of the leaves, flowers, and grapes, as more similarities have been described between each of those aerial plant compartments and the soil than between each other [16]. Understanding the interaction between the plant and soil microbiota is essential in order to have a better grasp of the way farming practices affect the soil habitat [36].
Depending on the soil’s relation to the plant, several compartments are distinguished: the endorhizosphere, the rhizosphere, and the bulk soil [37]. The rhizosphere is the most intensely studied soil region in relation to the plant, represented by the soil located in the immediate proximity to the plant root system. Microorganisms found in bulk soil are mostly inactive in comparison with those found in the rhizosphere [36] because the latter is characterized by a high nutrient content due to the release of rhizodeposits. These secretions contain sugars, amino acids, organic acids, flavonoids, and terpenoids [11, 38], which trigger a chemotactic response for some microorganisms [39]. The composition of rhizosphere microbial communities fluctuates in accordance with the root exudate patterns specific to the plant’s vegetative cycle and health status [40, 41]. However, it has been pointed out that the high nutrient content makes the microbial diversity poorer in the rhizosphere in comparison with the bulk soil [36], as carbon inhibits the growth of some microorganisms when it is found in such quantities [6].
Like any other crop, grapevine is susceptible to diseases, which are most often controlled by using chemical pesticides. Fungal diseases pose the biggest threat, making it necessary to use fungicides constantly [16]. Due to the fact that grapevine is one of the crops that require very frequent applications of phytosanitary products, the number of pesticide treatments and the maximum allowed quantity per year has been regulated by the European Commission [42]. In conventionally treated vineyards, chemical pesticides are used, raising the incidence of problems regarding pesticide resistance and the presence of residual pesticides [43]. In organically treated vineyards, copper-based fungicides are viewed as the most important treatments for the most commonly occurring diseases, although recently copper was added to the list for substitution candidates [42].
It is a known fact that phytosanitary treatments present the unwanted potential of affecting the structure and function of the microbiota, as their spectrum is too broad to include only the target microorganisms [27]. The composition of the soil microbiota is sensitive to the action of the chemical treatments. As it was pointed out in a study comparing conventional, organic, and biodynamic cultivation systems, the greatest microbial diversity and richness were found in the soil where grapevine was grown organically [16]. As soil is one of the main reservoirs for the phyllosphere microbiota, the composition of its microbial communities has a critical role in determining the microbial communities found in relation with other plant compartments [44]. Environmental factors, pathogens, and the plant itself are elements that have a well-established role in the manifestation of diseases. The other factor that intervenes in disease development is thought to be the composition of the microbiota [45], although the mechanisms that can successfully manipulate the microbial communities in order to inhibit the occurrence of diseases is not particularly well understood [43].
An essential aim of organic viticulture is reducing the use of pesticides without affecting the yield and production of grapes. Biological fungicides based on microorganisms have been recently developed and present an advantage, as they may be applied at any given time without worrying about the residual presence of pesticides on grapes [46]. Reducing the input of synthetically obtained pesticides can also be achieved by certain farming practices, such as altering the plant microclimate in order to avoid the optimal conditions for the development of pathogens, reducing the overwintering inoculum, or applying treatments only when alerted by devices that use mathematical models and monitor environmental conditions [43].
Samples were collected from the vineyards of the Research Station for Viticulture and Enology from Murfatlar (RSVEM), Romania. The biological material consisted of grapevines of the Cabernet Sauvignon and Sauvignon blanc cultivars, grafted on
For each cultivar, a treated and an untreated plots were established. For the untreated plots, no treatments were applied in the year 2021 in order to observe the short-term effects of ceasing pesticide use on grapevine microbiota. For the conventionally treated plots, the usual treatment scheme has been applied, which involved 8 treatments during the studied year: the first treatment was applied during the dormancy period, consisting of calcium polysulfide; the second during BBCH 53, with products that have cymoxanil, mancozeb, copper oxychloride, and sulfur as active ingredients; the third during BBCH 60, with oxathiapiprolin, folpet, fenhexamid, proquinazid, and alpha cypermethrin; the fourth during BBCH 69, with oxathiopiprolin, folpet, proquinazid, fludioxonil, and cyprodinil; the fifth during BBCH 73, with fosetyl Aluminum, folpet, myclobutanil, and emamectin benzoate; the sixth during BBCH 77, with dimethomorph, mancozeb, metrafenone, boscalid, and hexythiazox; the seventh during BBCH 81, with dithianon, dimethomorph, sulfur, and emamectin benzoate; and the eighth, during BBCH 85, with copper hydroxide, sulfur, and fenhexamid.
IoT sensors were installed in the experimental plots, which were used to monitor, among others, leaf moisture. The PHYTOS 31 leaf wetness sensor measures the dielectric constant on the upper surface of the device, the value being proportional to the present water amount.
At harvest, the average production per vine for each of the 4 studied variants was calculated, in order to assess the impact of pesticide use cease on grape production.
For the study of phyllosphere microbiota, sampling was carried out in 2021 during the phenophase BBCH 79 (when most of the bunches were compacted). The samples consisted of 6 leaves taken from one grapevine per variant, on which the sensors were placed, from the base, middle, and top of the canopy. The samples were processed immediately in the microbiology laboratory of Constanta Maritime University.
Considering the fact that the phyllosphere is an oligotrophic system, in which the distribution of nutrients is heterogeneous, squares of approximately 1 cm2 were randomly chosen for each part of the leaf, which were cut with a sterile scalpel. In order to observe the cut sections under the epifluorescence microscope (N-400FL type with blue filter), they were subjected to an adhesive tape gluing process. The adhesive tape was stained with specific fluorochromes and then placed on a microscopic slide. By applying this technique, it is possible to recover the cuticle from leaves, trapping the microorganisms between the tape and the cuticle. Thus, a very high recovery of cells is permitted, while preserving spatial information.
Using this method, a total number of cells/analyzed surface is obtained, at the same time observing the physiological state of the microorganisms, using specific fluorochromes: SYBR Green (SYBR Green I nucleic acid gel stain. 10,000× in DMSO, Sigma Aldrich 5 ml) and Propidium Iodide (≥94% HPLC, Sigma Aldrich 10 mg). The staining solution is prepared in a ratio of 1:1, and applied for 8−10 minutes, according to [47, 48, 49].
The efficiency of fluorescent compounds for evaluating the integrity of cell membranes is determined by selectivity, brightness, excitation, and maximum emission. The final SYBR Green concentration is 10 μl/ml and 10 μg/ml for Propidium Iodide. For each sample, 20 microscope fields were quantified. To visualize the bacteria and fungi on the phyllosphere, the blue filter with a wavelength of 450−480 nm was used, specifically for the chosen fluorochromes. Images were taken with a digital camera and further used for automatic processing, using the “CellC” cell counting software, according to [50].
For the identification of soil fungi, sampling was carried out in three stages during the year 2021, according to the BBCH phenophases of the grapevine: the first stage was BBCH phenophase 11 (appearance of the first leaf), the second was BBCH phenophase 79 (when several bunches were compacted), and the third was BBCH phenophase 97 (end of leaf fall). From each plot, the soil was collected from the horizon 0−10 cm, from the base of the grapevine trunks, analyzing a total of 12 samples.
Soil samples were processed in the RSVEM microbiology laboratory. The applied technique involves the cultivation of fungi on solid culture media, using the method of serial decimal dilutions. A volume of 0.1 ml of each dilution was spread on the surface of the Rose Bengal CAF Agar (RBCA) medium in triplicate. The plates were incubated at 25° Celsius, being checked initially after 72 h, then daily to observe the growth of the colonies. To avoid redundant isolation of the strains, for each morphotype with specific traits, the colonies present on the 3 plates were counted for the optimal dilution, after which they were isolated on potato dextrose agar (PDA). The modified slide culture method [51] was applied in order to allow a more efficient observation of the fungal structures under the microscope. The fungal strains were identified based on morphological criteria to the genus level, according to [52, 53]. Although this method offers information on the main fungal taxa present in soil, it is important to mention that a more detailed research would have been possible with the aid of molecular identification techniques.
For the identified soil fungi, the frequency for each genus was calculated according to the formula Di = (Ni/N) ×100, where Di = the frequency of genus i; Ni = UFC number for gender i; and N = total number of CFUs. According to this formula, the genus frequency can be grouped into several classes: <0.5% = rare, ≥0.5 < 1.5% = occasional, ≥1.5 < 3.0% = common, and ≥3.0% = abundant [54]. The ANOVA test was applied to determine whether there were statistically significant differences between the number of CFUs for the sampling phenophases, and the t test was used for treatment types and grapevine cultivars, taking into account a significance level of 5%. For the fungal populations, Sørensen’s similarity index and Shannon diversity index were calculated.
Microscopy analyses revealed that bacteria are prevalent in epidermal cell grooves, around trichomes and the stomatal opening, and less prevalent on the elevated surface of epidermal cells. Bacteria are the most abundant microbial group in the phyllosphere, followed by fungi. The measured density of bacteria is from 103 to 107 cells per square centimeter of leaf tissue (Figure 1), while the density of fungal structures is ranging from 102 to 104 cells per square centimeter of leaf tissue (Figure 2).
Average number of bacterial cells ×105 on leaves from the base (a), middle (b), and top (c) of the canopy, from the adaxial (AD) and abaxial (AB) sides, for sauvignon blanc (SB) and cabernet sauvignon (CS).
Average number of fungal structures ×104 on leaves from the base (a); ×103 on leaves from the middle (b), and top (c) of the canopy, from the adaxial (AD) and abaxial (AB) sides, for sauvignon blanc (SB) and cabernet sauvignon (CS).
As it can be seen, the untreated plots show a significantly higher number of microorganisms per square centimeter, at least an order of magnitude greater in comparison with the treated ones, for both cultivars and for all canopy compartments. Microorganisms are placed in higher density on the abaxial side of the leaf, respectively, on the leaves from the base of the canopy. The difference in microbial density between the two vine varieties can also be attributed to the mesoclimate (hill vs. valley), as the plots where Cabernet Sauvignon is cultivated are located at a higher altitude and micro currents can form, that can reduce the humidity conditions favorable to the microbiota development.
The presence of the analyzed microbiota on the abaxial surface of the leaf is probably due to stomata, which represent a natural entry pathway for endophytic microorganisms. The laminar layer may also play a significant role, as moisture emitted by stomata can be retained at this level, reducing the water stress of epiphytic microorganisms. Leaf wetness was analyzed in both plots using IoT sensors (Figure 3). In the studied period, the highest leaf wetness values were observed for the leaves from the untreated Sauvignon blanc plots, which also harbored the greatest number of microorganisms.
Leaf wetness in the studied plots.
Epiphytic microbiota has a first contact with the leaf cuticle, which may contain a higher or lower amount of wax that may prevent bacterial colonization [55]. Bacterial aggregates can lead to the formation of biofilms on the leaf surface, which represent a form of adaptation that offers protection against desiccation. Phyllosphere-colonizing bacteria can alter the environment in order to modify the plant’s immune system, reflected in differential host responses. Clearly, these bacteria are very dense (107/cm2) and contribute to many processes in the behavior of the individual plants. The results of the analysis done directly on the leaf surface show that biofilms may be tens of micrometers thick and could form extensive networks that cannot be quantified (Figure 4). Biofilms contain multiple microbial species and could create physical barriers on the leaf surface and establish chemical gradients, promoting metabolic exchange. The biofilm could protect the microbial community under adverse conditions and confer them a survival and colonization selective advantage. Extracellular polymeric substances are usually produced, having the role of maintaining the foliar surface hydrated and concentrating detoxifying enzymes at the same time [24].
Fluorescence micrograph of the microorganisms colonizing a grapevine leaf. Yellow arrow − Bacteria present on plant veins; black arrow − fungal hypha; and white arrow − fungal structures.
Even though the results illustrate the fact that pesticide use influences phylloplane microbiota in a negative way, it is important to mention the impact of ceasing pesticide use on grape production, as the untreated grapevines were affected by diseases; for the Sauvignon blanc cultivar, there was a 50.6% decrease in grape production for the untreated variant when compared with the treated one, while for the Cabernet Sauvignon cultivar, the untreated variant had on average 33.6% lower production in comparison with the treated variant. Thus, the variant that harbored the highest number of microorganisms per square centimeter also showed the lowest grape production.
A total of 123 strains were isolated, 44 for the BBCH 11 phenophase, 29 for the BBCH 79 phenophase, and 50 for the BBCH 97 phenophase. In terms of frequency (Figure 5), out of the 12 genera identified, the following were classified as abundant:
Frequency of the isolated fungal strains. AB – Abundant; OC – Occasional; R – rare.
None of the isolated fungal strains presented sexual structures, only the anamorphic stage being observed. As a taxonomic classification, all genera belong to the phylum Ascomycota, except the genus
A very recent study pointed out that most of the isolated genera, such as
From a statistical point of view, the differences between the treated and the untreated experimental plots in terms of the diversity of isolated genera are not significant (P = 0.55, F < F crit).
No statistically significant differences were reported with respect to the studied phenophases or the grapevine cultivars compared to the types of identified fungi. The calculated Shannon index had a higher value for the untreated plots (2.253), in comparison with the treated plots (2.139), whereas the calculated value for Sørensen’s similarity index was 73.68%.
Fungal communities found in agricultural soils are influenced by factors, such as soil type, available nutrients, edaphic properties, plant communities, and agrotechnical practices, as well as climatic conditions [58]. The importance of the latter has been highlighted in a study that showed that climatic factors were probably the leading element that caused a variation in fungal communities from 1 year to another [59]. Water stress is a factor known to impact the composition of soil fungal communities [60].
A great number of soil micromycetes are active where readily assimilable elements are found, thus making the soil a “world of asexual microfungi” [61]. Fungi are generally involved in the decomposition of organic matter, the cycling of nutrients, soil aggregates formation, and the mobilization of minerals, among others [62]. Moreover, fungi are extremely adaptable, as they are able to react to detrimental conditions by modifying their form [63].
Concerning phylloplane microbiota, the differences between the treated and untreated plots were obvious, with the untreated leaves showing considerably greater numbers of microorganisms for both of the studied cultivars. Thus, the effects of ceasing pesticide use can be readily seen on ephemeral plant structures, such as the leaves.
However, when comparing soil fungi from a quantitative point of view, no significant differences can be seen after only 1 year between the treated and the untreated plots, statistically speaking. This can be due to the fact that pesticides can still persist in the soil residually, affecting microbial populations.
This work was funded by the Romanian National Authority for Scientific Research and Innovation, CCCDI - UEFISCDI, for the COFUND-ICT-AGRI-FOOD-MERIAVINO-1, project number 203, within PNCDI III.
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He has both an MS and Ph.D. in Biomedical Engineering. He was previously a research scientist at the University of California Los Angeles (UCLA) and visiting professor and researcher at the University of North Dakota. He is currently working in artificial intelligence and its applications in medical signal processing. In addition, he is using digital signal processing in medical imaging and speech processing. Dr. Asadpour has developed brain-computer interfacing algorithms and has published books, book chapters, and several journal and conference papers in this field and other areas of intelligent signal processing. He has also designed medical devices, including a laser Doppler monitoring system.",institutionString:"Kaiser Permanente Southern California",institution:null},{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",biography:"Prof. Dr. Marian Gaiceanu graduated from the Naval and Electrical Engineering Faculty, Dunarea de Jos University of Galati, Romania, in 1997. He received a Ph.D. (Magna Cum Laude) in Electrical Engineering in 2002. Since 2017, Dr. Gaiceanu has been a Ph.D. supervisor for students in Electrical Engineering. He has been employed at Dunarea de Jos University of Galati since 1996, where he is currently a professor. Dr. Gaiceanu is a member of the National Council for Attesting Titles, Diplomas and Certificates, an expert of the Executive Agency for Higher Education, Research Funding, and a member of the Senate of the Dunarea de Jos University of Galati. He has been the head of the Integrated Energy Conversion Systems and Advanced Control of Complex Processes Research Center, Romania, since 2016. He has conducted several projects in power converter systems for electrical drives, power quality, PEM and SOFC fuel cell power converters for utilities, electric vehicles, and marine applications with the Department of Regulation and Control, SIEI S.pA. (2002–2004) and the Polytechnic University of Turin, Italy (2002–2004, 2006–2007). He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and cofounder-member of the IEEE Power Electronics Romanian Chapter. He is a guest editor at Energies and an academic book editor for IntechOpen. He is also a member of the editorial boards of the Journal of Electrical Engineering, Electronics, Control and Computer Science and Sustainability. Dr. Gaiceanu has been General Chairman of the IEEE International Symposium on Electrical and Electronics Engineering in the last six editions.",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',country:{name:"Romania"}}},{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",biography:"Jaydip Sen is associated with Praxis Business School, Kolkata, India, as a professor in the Department of Data Science. His research areas include security and privacy issues in computing and communication, intrusion detection systems, machine learning, deep learning, and artificial intelligence in the financial domain. He has more than 200 publications in reputed international journals, refereed conference proceedings, and 20 book chapters in books published by internationally renowned publishing houses, such as Springer, CRC press, IGI Global, etc. Currently, he is serving on the editorial board of the prestigious journal Frontiers in Communications and Networks and in the technical program committees of a number of high-ranked international conferences organized by the IEEE, USA, and the ACM, USA. He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:null},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:"Manufacturing and Technology Integrated Campus – SENAI CIMATEC",institution:null},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:"Polytechnic University of Timişoara",institution:{name:"Polytechnic University of Timişoara",country:{name:"Romania"}}},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:null},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"414880",title:"Dr.",name:"Maryam",middleName:null,surname:"Vatankhah",slug:"maryam-vatankhah",fullName:"Maryam Vatankhah",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Borough of Manhattan Community College",country:{name:"United States of America"}}},{id:"414879",title:"Prof.",name:"Mohammad-Reza",middleName:null,surname:"Akbarzadeh-Totonchi",slug:"mohammad-reza-akbarzadeh-totonchi",fullName:"Mohammad-Reza Akbarzadeh-Totonchi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Ferdowsi University of Mashhad",country:{name:"Iran"}}},{id:"414878",title:"Prof.",name:"Reza",middleName:null,surname:"Fazel-Rezai",slug:"reza-fazel-rezai",fullName:"Reza Fazel-Rezai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"American Public University System",country:{name:"United States of America"}}},{id:"302698",title:"Dr.",name:"Yao",middleName:null,surname:"Shan",slug:"yao-shan",fullName:"Yao Shan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Dalian University of Technology",country:{name:"China"}}},{id:"125911",title:"Prof.",name:"Jia-Ching",middleName:null,surname:"Wang",slug:"jia-ching-wang",fullName:"Jia-Ching Wang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"National Central University",country:{name:"Taiwan"}}},{id:"357085",title:"Mr.",name:"P. Mohan",middleName:null,surname:"Anand",slug:"p.-mohan-anand",fullName:"P. Mohan Anand",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356696",title:"Ph.D. Student",name:"P.V.",middleName:null,surname:"Sai Charan",slug:"p.v.-sai-charan",fullName:"P.V. Sai Charan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"357086",title:"Prof.",name:"Sandeep K.",middleName:null,surname:"Shukla",slug:"sandeep-k.-shukla",fullName:"Sandeep K. Shukla",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356823",title:"MSc.",name:"Seonghee",middleName:null,surname:"Min",slug:"seonghee-min",fullName:"Seonghee Min",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Daegu University",country:{name:"Korea, South"}}},{id:"353307",title:"Prof.",name:"Yoosoo",middleName:null,surname:"Oh",slug:"yoosoo-oh",fullName:"Yoosoo Oh",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:"Yoosoo Oh received his Bachelor's degree in the Department of Electronics and Engineering from Kyungpook National University in 2002. He obtained his Master’s degree in the Department of Information and Communications from Gwangju Institute of Science and Technology (GIST) in 2003. In 2010, he received his Ph.D. degree in the School of Information and Mechatronics from GIST. In the meantime, he was an executed team leader at Culture Technology Institute, GIST, 2010-2012. In 2011, he worked at Lancaster University, the UK as a visiting scholar. In September 2012, he joined Daegu University, where he is currently an associate professor in the School of ICT Conver, Daegu University. Also, he served as the Board of Directors of KSIIS since 2019, and HCI Korea since 2016. From 2017~2019, he worked as a center director of the Mixed Reality Convergence Research Center at Daegu University. From 2015-2017, He worked as a director in the Enterprise Supporting Office of LINC Project Group, Daegu University. His research interests include Activity Fusion & Reasoning, Machine Learning, Context-aware Middleware, Human-Computer Interaction, etc.",institutionString:null,institution:{name:"Daegu Gyeongbuk Institute of Science and Technology",country:{name:"Korea, South"}}},{id:"262719",title:"Dr.",name:"Esma",middleName:null,surname:"Ergüner Özkoç",slug:"esma-erguner-ozkoc",fullName:"Esma Ergüner Özkoç",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Başkent University",country:{name:"Turkey"}}},{id:"346530",title:"Dr.",name:"Ibrahim",middleName:null,surname:"Kaya",slug:"ibrahim-kaya",fullName:"Ibrahim Kaya",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"419199",title:"Dr.",name:"Qun",middleName:null,surname:"Yang",slug:"qun-yang",fullName:"Qun Yang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Auckland",country:{name:"New Zealand"}}}]}},subseries:{item:{id:"28",type:"subseries",title:"Animal Reproductive Biology and Technology",keywords:"Animal Reproduction, Artificial Insemination, Embryos, Cryopreservation, Conservation, Breeding, Epigenetics",scope:"The advances of knowledge on animal reproductive biology and technologies revolutionized livestock production. Artificial insemination, for example, was the first technology applied on a large scale, initially in dairy cattle and afterward applied to other species. Nowadays, embryo production and transfer are used commercially along with other technologies to modulate epigenetic regulation. Gene editing is also emerging as an innovative tool. This topic will discuss the potential use of these techniques, novel strategies, and lines of research in progress in the fields mentioned above.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/28.jpg",hasOnlineFirst:!1,hasPublishedBooks:!0,annualVolume:11417,editor:{id:"177225",title:"Prof.",name:"Rosa Maria Lino Neto",middleName:null,surname:"Pereira",slug:"rosa-maria-lino-neto-pereira",fullName:"Rosa Maria Lino Neto Pereira",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9wkQAC/Profile_Picture_1624519982291",biography:"Rosa Maria Lino Neto Pereira (DVM, MsC, PhD and) is currently a researcher at the Genetic Resources and Biotechnology Unit of the National Institute of Agrarian and Veterinarian Research (INIAV, Portugal). She is the head of the Reproduction and Embryology Laboratories and was lecturer of Reproduction and Reproductive Biotechnologies at Veterinary Medicine Faculty. She has over 25 years of experience working in reproductive biology and biotechnology areas with a special emphasis on embryo and gamete cryopreservation, for research and animal genetic resources conservation, leading research projects with several peer-reviewed papers. Rosa Pereira is member of the ERFP-FAO Ex situ Working Group and of the Management Commission of the Portuguese Animal Germplasm Bank.",institutionString:"The National Institute for Agricultural and Veterinary Research. Portugal",institution:null},editorTwo:null,editorThree:null,series:{id:"13",title:"Veterinary Medicine and Science",doi:"10.5772/intechopen.73681",issn:"2632-0517"},editorialBoard:[{id:"90066",title:"Dr.",name:"Alexandre",middleName:"Rodrigues",surname:"Silva",slug:"alexandre-silva",fullName:"Alexandre Silva",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRt8pQAC/Profile_Picture_1622531020756",institutionString:null,institution:{name:"Universidade Federal Rural do Semi-Árido",institutionURL:null,country:{name:"Brazil"}}},{id:"176987",title:"Ph.D.",name:"María-José",middleName:"Carrascosa",surname:"Argente",slug:"maria-jose-argente",fullName:"María-José Argente",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9vOQAS/Profile_Picture_1630330499537",institutionString:null,institution:{name:"Miguel Hernandez University",institutionURL:null,country:{name:"Spain"}}},{id:"321396",title:"Prof.",name:"Muhammad Subhan",middleName:null,surname:"Qureshi",slug:"muhammad-subhan-qureshi",fullName:"Muhammad Subhan Qureshi",profilePictureURL:"https://mts.intechopen.com/storage/users/321396/images/system/321396.jpg",institutionString:null,institution:{name:"University of Agriculture",institutionURL:null,country:{name:"Pakistan"}}},{id:"183723",title:"Dr.",name:"Xiaojun",middleName:null,surname:"Liu",slug:"xiaojun-liu",fullName:"Xiaojun Liu",profilePictureURL:"https://mts.intechopen.com/storage/users/183723/images/system/183723.jpg",institutionString:null,institution:null}]},onlineFirstChapters:{paginationCount:1,paginationItems:[{id:"78849",title:"Application of Vermicompost Fertilizer in Aquaculture Nutrition: Review",doi:"10.5772/intechopen.100326",signatures:"Sonnia Nzilani Musyoka and Rita Nairuti",slug:"application-of-vermicompost-fertilizer-in-aquaculture-nutrition-review",totalDownloads:71,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Animal Nutrition - Annual Volume 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Initial biochemical studies have been exclusively analytic: dissecting, purifying, and examining individual components of a biological system; in the apt words of Efraim Racker (1913 –1991), “Don’t waste clean thinking on dirty enzymes.” Today, however, biochemistry is becoming more agglomerative and comprehensive, setting out to integrate and describe entirely particular biological systems. The ‘big data’ metabolomics can define the complement of small molecules, e.g., in a soil or biofilm sample; proteomics can distinguish all the comprising proteins, e.g., serum; metagenomics can identify all the genes in a complex environment, e.g., the bovine rumen. 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In recent years, the application of chemistry to biological molecules has gained significant interest in medicinal and pharmacological studies. This topic will be devoted to understanding the interplay between biomolecules and chemical compounds, their structure and function, and their potential applications in related fields. Being a part of the biochemistry discipline, the ideas and concepts that have emerged from Chemical Biology have affected other related areas. 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Behind these definitions are hidden all the aspects of normal and pathological functioning of all processes that the topic ‘Metabolism’ will cover within the Biochemistry Series. 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Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. 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