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Barely three months into the new year and we are happy to announce a monumental milestone reached - 150 million downloads.
\n\nThis achievement solidifies IntechOpen’s place as a pioneer in Open Access publishing and the home to some of the most relevant scientific research available through Open Access.
\n\nWe are so proud to have worked with so many bright minds throughout the years who have helped us spread knowledge through the power of Open Access and we look forward to continuing to support some of the greatest thinkers of our day.
\n\nThank you for making IntechOpen your place of learning, sharing, and discovery, and here’s to 150 million more!
\n\n\n\n\n'}],latestNews:[{slug:"intechopen-supports-asapbio-s-new-initiative-publish-your-reviews-20220729",title:"IntechOpen Supports ASAPbio’s New Initiative Publish Your Reviews"},{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"}]},book:{item:{type:"book",id:"5781",leadTitle:null,fullTitle:"Phytohormones - Signaling Mechanisms and Crosstalk in Plant Development and Stress Responses",title:"Phytohormones",subtitle:"Signaling Mechanisms and Crosstalk in Plant Development and Stress Responses",reviewType:"peer-reviewed",abstract:"Phytohormones are regulatory compounds that play crucial roles in plants. This book brings together recent work and progress that has recently been made in the dynamic field of phytohormone regulation in plant development and stress responses. It also provides new insights and sheds new light regarding the exciting hormonal cross talk phenomenon in plants. This book will provoke interest in many readers and scientists, who can find this information useful for the advancement of their research works.",isbn:"978-953-51-3412-1",printIsbn:"978-953-51-3411-4",pdfIsbn:"978-953-51-4710-7",doi:"10.5772/65234",price:119,priceEur:129,priceUsd:155,slug:"phytohormones-signaling-mechanisms-and-crosstalk-in-plant-development-and-stress-responses",numberOfPages:170,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"054eaa85c13ebe3d04fb8852005d2bad",bookSignature:"Mohamed El-Esawi",publishedDate:"August 16th 2017",coverURL:"https://cdn.intechopen.com/books/images_new/5781.jpg",numberOfDownloads:15493,numberOfWosCitations:47,numberOfCrossrefCitations:40,numberOfCrossrefCitationsByBook:1,numberOfDimensionsCitations:80,numberOfDimensionsCitationsByBook:1,hasAltmetrics:0,numberOfTotalCitations:167,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"September 22nd 2016",dateEndSecondStepPublish:"November 17th 2016",dateEndThirdStepPublish:"February 9th 2017",dateEndFourthStepPublish:"April 9th 2017",dateEndFifthStepPublish:"June 9th 2017",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"191770",title:"Dr.",name:"Mohamed A.",middleName:null,surname:"El-Esawi",slug:"mohamed-a.-el-esawi",fullName:"Mohamed A. El-Esawi",profilePictureURL:"https://mts.intechopen.com/storage/users/191770/images/system/191770.jpeg",biography:"Dr. Mohamed A. El-Esawi is a visiting research fellow at the University of Cambridge, United Kingdom, and Associate Professor of Molecular Genetics, Botany Department, Faculty of Science, Tanta University, Egypt. Dr. El-Esawi received his BSc and MSc from Tanta University, and his Ph.D. degree in Plant Genetics and Molecular Biology from Dublin Institute of Technology, Technological University Dublin, Ireland. After obtaining his Ph.D., Dr. El-Esawi joined the University of Warwick, United Kingdom; University of Sorbonne, France; and University of Leuven (KU Leuven), Belgium as a visiting research fellow. His research focuses on plant genetics, genomics, molecular biology, molecular physiology, developmental biology, plant-microbe interaction, and bioinformatics. He has authored several international peer-reviewed articles, book chapters, and books, and has participated in more than sixty conferences and workshops worldwide. Dr. El-Esawi is currently involved in several biological science research projects.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"8",totalChapterViews:"0",totalEditedBooks:"9",institution:{name:"Tanta University",institutionURL:null,country:{name:"Egypt"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"328",title:"Food Technology",slug:"agricultural-and-biological-sciences-bromatology-food-technology"}],chapters:[{id:"56091",title:"Introductory Chapter: Hormonal Regulation in Plant Development and Stress Tolerance",doi:"10.5772/intechopen.69806",slug:"introductory-chapter-hormonal-regulation-in-plant-development-and-stress-tolerance",totalDownloads:2379,totalCrossrefCites:2,totalDimensionsCites:2,hasAltmetrics:0,abstract:null,signatures:"Mohamed A. El‐Esawi",downloadPdfUrl:"/chapter/pdf-download/56091",previewPdfUrl:"/chapter/pdf-preview/56091",authors:[{id:"191770",title:"Dr.",name:"Mohamed A.",surname:"El-Esawi",slug:"mohamed-a.-el-esawi",fullName:"Mohamed A. El-Esawi"}],corrections:null},{id:"55145",title:"Recent Developments in a Radio-labeling of Brassinosteroids",doi:"10.5772/intechopen.68584",slug:"recent-developments-in-a-radio-labeling-of-brassinosteroids",totalDownloads:1757,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The chapter provides a comprehensive overview on methodologies used for radio-labeling of brassinosteroids as one of the newest class of phytohormones. Discussed labeling strategies are lined up in terms of reached specific activities (SA) of brassinosteroids (BRs) as a key parameter for further utilization of such labeled drugs. The chapter is focused on two key natural radio-isotopes (tritium and carbon-14) used for drug tracing in pharmaceutical research.",signatures:"Aleš Marek",downloadPdfUrl:"/chapter/pdf-download/55145",previewPdfUrl:"/chapter/pdf-preview/55145",authors:[{id:"201705",title:"Dr.",name:"Ales",surname:"Marek",slug:"ales-marek",fullName:"Ales Marek"}],corrections:null},{id:"54932",title:"Salicylic Acid: An All-Rounder in Regulating Abiotic Stress Responses in Plants",doi:"10.5772/intechopen.68213",slug:"salicylic-acid-an-all-rounder-in-regulating-abiotic-stress-responses-in-plants",totalDownloads:2801,totalCrossrefCites:13,totalDimensionsCites:29,hasAltmetrics:0,abstract:"Salicylic acid (SA) is an endogenous growth regulator of phenolic nature and also a signaling molecule, which participates in the regulation of physiological processes in plants such as growth, photosynthesis, and other metabolic processes. Several studies support a major role of SA in modulating the plant response to various abiotic stresses. It is a well-founded fact that SA potentially generates a wide array of metabolic responses in plants and also affects plant-water relations. This molecule also found to be very active in mitigating oxidative stress under adverse environmental conditions. Since abiotic stress remained the greatest constraints for crop production worldwide, finding effective approaches is an important task for plant biologists. Hence, understanding the physiological role of SA would help in developing abiotic stress tolerance in plants. In this chapter, we will shed light on the recent progress on the regulatory role of SA in mitigating abiotic stress.",signatures:"Mirza Hasanuzzaman, Kamrun Nahar, Tasnim Farha Bhuiyan,\nTaufika Islam Anee, Masashi Inafuku, Hirosuke Oku and Masayuki\nFujita",downloadPdfUrl:"/chapter/pdf-download/54932",previewPdfUrl:"/chapter/pdf-preview/54932",authors:[{id:"47687",title:"Prof.",name:"Masayuki",surname:"Fujita",slug:"masayuki-fujita",fullName:"Masayuki Fujita"},{id:"76477",title:"Prof.",name:"Mirza",surname:"Hasanuzzaman",slug:"mirza-hasanuzzaman",fullName:"Mirza Hasanuzzaman"},{id:"166818",title:"MSc.",name:"Kamrun",surname:"Nahar",slug:"kamrun-nahar",fullName:"Kamrun Nahar"},{id:"198602",title:"Dr.",name:"Hirosuke",surname:"Oku",slug:"hirosuke-oku",fullName:"Hirosuke Oku"},{id:"198603",title:"Dr.",name:"Taufika Islam",surname:"Anee",slug:"taufika-islam-anee",fullName:"Taufika Islam Anee"},{id:"198604",title:"Ms.",name:"Tasnim Farha",surname:"Bhuiyan",slug:"tasnim-farha-bhuiyan",fullName:"Tasnim Farha Bhuiyan"},{id:"205411",title:"Dr.",name:"Masashi",surname:"Inafuku",slug:"masashi-inafuku",fullName:"Masashi Inafuku"}],corrections:null},{id:"55903",title:"Seed Dormancy: The Complex Process Regulated by Abscisic Acid, Gibberellins, and Other Phytohormones that Makes Seed Germination Work",doi:"10.5772/intechopen.68735",slug:"seed-dormancy-the-complex-process-regulated-by-abscisic-acid-gibberellins-and-other-phytohormones-th",totalDownloads:2781,totalCrossrefCites:10,totalDimensionsCites:22,hasAltmetrics:0,abstract:"Seed dormancy is one of the most important adaptive mechanisms in plants, which protects seeds from precocious germination in the presence of the inappropriate conditions for growth continuation. Numerous environmental and molecular signals regulate seed dormancy. Maintenance or release of seed dormancy is dependent on light, temperature, and water availability. Precise response of seeds to environmental factors is mediated by different phytohormonal pathways. ABA is considered as a main phytohormone regulating seed dormancy induction and maintenance. ABA‐ and GA‐responsive components, ensure crosstalk between the GA and ABA pathways and enable seed response adequate to the environment. Phytohormonal regulation mechanism of seed dormancy is similar in dicot and monocot plants. Recently, it is suggested that other phytohormones, such as auxin, jasmonates, brassinosteroids, and ethylene, also take part in seed dormancy regulation. Auxin regulators, enhance ABA action and positively influence seed dormancy. However, jasmonates, brassinosteroids, and ethylene reduce seed dormancy level. Here, we describe recent advances in understanding the complex process of seed dormancy regulated by many phytohormonal pathways and their components. Seed dormancy studies can help obtain crop varieties producing seeds with the most desirable timing of germination.",signatures:"Anna Skubacz and Agata Daszkowska‐Golec",downloadPdfUrl:"/chapter/pdf-download/55903",previewPdfUrl:"/chapter/pdf-preview/55903",authors:[{id:"156791",title:"Dr.",name:"Agata",surname:"Daszkowska-Golec",slug:"agata-daszkowska-golec",fullName:"Agata Daszkowska-Golec"},{id:"197990",title:"MSc.",name:"Anna",surname:"Skubacz",slug:"anna-skubacz",fullName:"Anna Skubacz"}],corrections:null},{id:"55005",title:"Strigolactone Signaling in Plants",doi:"10.5772/intechopen.68497",slug:"strigolactone-signaling-in-plants",totalDownloads:1768,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"Strigolactones (SLs) are a new group of recently described phytohormones. They were found to be involved in the communication between plant roots and symbiotic bacteria or fungi, but also in the interactions between roots of host plants and germinating seeds of parasitic plants. Over the years, however, it has become clear that SLs play a regulatory role in many aspects of plant growth and development. Extensive studies on plant model species Arabidopsis thaliana L. and Oryza sativa L. have uncovered the molecular mechanisms of SL biosynthesis and signaling. In some aspects, the SL perception and signaling correspond to the already known mechanisms described for other phytohormones, but in other points, they seem to be unique in the plant kingdom. This chapter summarizes the recent discoveries in the signal transduction pathway of SLs and describes the model of SL perception and signaling.",signatures:"Marek Marzec",downloadPdfUrl:"/chapter/pdf-download/55005",previewPdfUrl:"/chapter/pdf-preview/55005",authors:[{id:"198115",title:"Dr.",name:"Marek",surname:"Marzec",slug:"marek-marzec",fullName:"Marek Marzec"}],corrections:null},{id:"56185",title:"Cross Talk between Nitric Oxide and Phytohormones Regulate Plant Development during Abiotic Stresses",doi:"10.5772/intechopen.69812",slug:"cross-talk-between-nitric-oxide-and-phytohormones-regulate-plant-development-during-abiotic-stresses",totalDownloads:2024,totalCrossrefCites:12,totalDimensionsCites:22,hasAltmetrics:0,abstract:"Plants, being sessile, are concurrently exposed to various biotic and abiotic stresses. The perception of stress signals in plants involves a wide spectrum of signal transduction pathways that interact to induce tolerance against adverse environmental conditions. This functional overlapping among various stress signaling cascades also leads to the expression of genes that regulate biosynthesis or action of other hormones. Phytohormonal signals, activated by both developmental and environmental responses, play a crucial role to develop stress tolerance in plants. Nitric oxide (NO) is one of the major players in plant signaling networks. Emerging evidence supports that NO interplays with signaling pathways of auxins, gibberellins, abscisic acid, ethylene, jasmonic acid, brassinosteroids, and other plant hormones to control metabolism, growth, and development in plants. This chapter focuses on the current state of knowledge of cross talk between signaling pathways of NO and phytohormones in plants exposed to various abiotic stresses.",signatures:"Fahim Nawaz, Rana Nauman Shabbir, Muhammad Shahbaz, Sadia\nMajeed, Muhammad Raheel, Waseem Hassan and Muhammad\nAmir Sohail",downloadPdfUrl:"/chapter/pdf-download/56185",previewPdfUrl:"/chapter/pdf-preview/56185",authors:[{id:"198267",title:"Dr.",name:"Fahim",surname:"Nawaz",slug:"fahim-nawaz",fullName:"Fahim Nawaz"},{id:"206899",title:"Dr.",name:"Rana Nauman",surname:"Shabbir",slug:"rana-nauman-shabbir",fullName:"Rana Nauman Shabbir"},{id:"206905",title:"Dr.",name:"Muhammad",surname:"Shahbaz",slug:"muhammad-shahbaz",fullName:"Muhammad Shahbaz"},{id:"206906",title:"Ms.",name:"Sadia",surname:"Majeed",slug:"sadia-majeed",fullName:"Sadia Majeed"},{id:"206907",title:"Dr.",name:"Muhammad",surname:"Raheel",slug:"muhammad-raheel",fullName:"Muhammad Raheel"},{id:"206908",title:"Dr.",name:"Waseem",surname:"Hassan",slug:"waseem-hassan",fullName:"Waseem Hassan"},{id:"206909",title:"Mr.",name:"Muhammad",surname:"Sohail",slug:"muhammad-sohail",fullName:"Muhammad Sohail"}],corrections:null},{id:"55013",title:"Phytohormonal Control over the Grapevine Berry Development",doi:"10.5772/intechopen.68453",slug:"phytohormonal-control-over-the-grapevine-berry-development",totalDownloads:1983,totalCrossrefCites:2,totalDimensionsCites:4,hasAltmetrics:0,abstract:"Grapevine (Vitis vinifera) is one of the most important commercial plants since its berries are used for wine production or consumed as fresh fruit or dry fruit. Many studies have focused on berry development and have pointed out the hormonal regulation on the three phases, from early development to maturity. Grapevine fruit has been classified as non-climacteric based on the low levels of ethylene present around véraison, although recent evidence has suggested a role for this hormone during grape berry ripening. The control of different physiological processes depends on a complex integration between environmental cues and endogenous factors, which is mediated by a phytohormone crosstalk. In this chapter, we will focus on phytohormones, their signaling pathways, and their association to berry development in V. vinifera; in particular, we will refer to auxins, abscisic acid, brassinosteroids, ethylene, gibberellins, and cytokinins.",signatures:"Francisca Parada, Carmen Espinoza and Patricio Arce-Johnson",downloadPdfUrl:"/chapter/pdf-download/55013",previewPdfUrl:"/chapter/pdf-preview/55013",authors:[{id:"181474",title:"Dr.",name:"Patricio",surname:"Arce-Johnson",slug:"patricio-arce-johnson",fullName:"Patricio Arce-Johnson"},{id:"182102",title:"Dr.",name:"Carmen",surname:"Espinoza",slug:"carmen-espinoza",fullName:"Carmen Espinoza"},{id:"198306",title:"Ph.D. Student",name:"Francisca",surname:"Parada",slug:"francisca-parada",fullName:"Francisca Parada"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"6627",title:"Brassica Germplasm",subtitle:"Characterization, Breeding and Utilization",isOpenForSubmission:!1,hash:"f11a68d95e239f899f787ef2ecd31466",slug:"brassica-germplasm-characterization-breeding-and-utilization",bookSignature:"Mohamed Ahmed El-Esawi",coverURL:"https://cdn.intechopen.com/books/images_new/6627.jpg",editedByType:"Edited by",editors:[{id:"191770",title:"Dr.",name:"Mohamed A.",surname:"El-Esawi",slug:"mohamed-a.-el-esawi",fullName:"Mohamed A. 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Willcox, A.E. Luloff, James C. Finley and Donald G. Hodges",dateSubmitted:"June 21st 2018",dateReviewed:"October 22nd 2018",datePrePublished:"December 31st 2018",datePublished:"February 19th 2020",book:{id:"8295",title:"Landscape Reclamation",subtitle:"Rising From What's Left",fullTitle:"Landscape Reclamation - Rising From What's Left",slug:"landscape-reclamation-rising-from-what-s-left",publishedDate:"February 19th 2020",bookSignature:"Luis Loures",coverURL:"https://cdn.intechopen.com/books/images_new/8295.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"108118",title:"Dr.",name:"Luis",middleName:null,surname:"Loures",slug:"luis-loures",fullName:"Luis Loures"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"264298",title:"Dr.",name:"Jason",middleName:null,surname:"Gordon",fullName:"Jason Gordon",slug:"jason-gordon",email:"jason.gordon@uga.edu",position:null,institution:{name:"University of Georgia",institutionURL:null,country:{name:"United States of America"}}}]}},chapter:{id:"65057",slug:"public-perceptions-of-values-associated-with-wildfire-protection-at-the-wildland-urban-interface-a-s",signatures:"Jason Gordon, Adam S. Willcox, A.E. Luloff, James C. Finley and Donald G. Hodges",dateSubmitted:"June 21st 2018",dateReviewed:"October 22nd 2018",datePrePublished:"December 31st 2018",datePublished:"February 19th 2020",book:{id:"8295",title:"Landscape Reclamation",subtitle:"Rising From What's Left",fullTitle:"Landscape Reclamation - Rising From What's Left",slug:"landscape-reclamation-rising-from-what-s-left",publishedDate:"February 19th 2020",bookSignature:"Luis Loures",coverURL:"https://cdn.intechopen.com/books/images_new/8295.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"108118",title:"Dr.",name:"Luis",middleName:null,surname:"Loures",slug:"luis-loures",fullName:"Luis Loures"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"264298",title:"Dr.",name:"Jason",middleName:null,surname:"Gordon",fullName:"Jason Gordon",slug:"jason-gordon",email:"jason.gordon@uga.edu",position:null,institution:{name:"University of Georgia",institutionURL:null,country:{name:"United States of America"}}}]},book:{id:"8295",title:"Landscape Reclamation",subtitle:"Rising From What's Left",fullTitle:"Landscape Reclamation - Rising From What's Left",slug:"landscape-reclamation-rising-from-what-s-left",publishedDate:"February 19th 2020",bookSignature:"Luis Loures",coverURL:"https://cdn.intechopen.com/books/images_new/8295.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"108118",title:"Dr.",name:"Luis",middleName:null,surname:"Loures",slug:"luis-loures",fullName:"Luis Loures"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},ofsBook:{item:{type:"book",id:"12059",leadTitle:null,title:"Hydraulic Structures - Impact on River Flow and Sediment Transport-Dimensioning",subtitle:null,reviewType:"peer-reviewed",abstract:"
\r\n\tThe construction of hydraulic works in streams and rivers implies a variation of the existing flow and sediment transport regimes. For example, the construction of a dam in a river implies the formation of a reservoir upstream of the dam, which causes the reduction of river flow velocity and the trapping of sediments in the reservoir. The construction of check dams in a torrent implies sediment deposition upstream of the check dams and, consequently, the reduction of the original bed slope. A local erosion or scouring takes place downstream of the dams or checks dams, as well as at bridge piers. The scour depth is the decisive factor for taking the necessary constructive measures for the mitigation of the unfavorable consequences of scouring and the protection of the hydraulic structures. The dimensioning of the hydraulic structures constitutes a serious practical problem that can be solved satisfactorily provided that extensive appropriate hydrologic and hydraulic computations, including the quantification of the phenomena of soil erosion and sediment transport, are performed in a previous step. For example, for the prediction of the volume capacity of a detention reservoir, a suitable flood hydrograph should be defined. The same flood hydrograph can be applied for the prediction of the spillway length. For the prediction of reservoir volume capacity, the dam height and reservoir sedimentation should be taken into account. The dam break is the most unfavorable implication of the dam overflow. Additionally, for the prediction of check dam height, a sediment deposition upstream of the check dam should be taken into account. The length of stilling basins downstream of dams can be specified based on hydraulic computations regarding the hydraulic jump formed downstream of the dam, while the length of settling basins can be determined based on hydraulic computations related to, among others, discharge, basin depth, and particle settling velocity. In conclusion, the ultimate purpose of hydrologic and hydraulic computations is the dimensioning of the hydraulic structures.
\r\n\t
Crystallization plays an important role in separation and purification of the antibiotics. And it is also an indispensable step in preparation of pharmaceuticals with biological activities and specific crystal form. As the last step in purification, crystallization determines the purity, crystal habit, granularity and its distribution as well as pharmacologic effect, biologic activity and product stability [1], which are actually dependent on specific mechanism for its processes and operational conditions. So it’s necessary to study thermodynamics, kinetics and conditions of crystallization process, which helps increase the yield and reduce cost.
As a representative of macrolide antibiotics, erythromycin has been widely used since its introduction in 1952 [2]. As erythromycin derivatives, clarithomycin and azithromycin have exhibited remarkable improvement on stability in acid solutions and metabolism dynamics [3, 4]. A lot of researches have been done on new derivatives with features of combating drug resistance [5, 6]. In the meanwhile, high-purity erythromycin, as the raw material, is fundamental to produce its pharmaceutical derivatives.
Erythromycin is obtained from microbial fermentation in industry. Subsequent separation and purification involve multiple unit operations, such as extraction, absorption, chromatography and crystallization. Different process involves different combinations of unit operations [7].
Among them, solvent extraction accompanied with intermediate precipitation is widely used, in which butyl acetate is commonly adopted to extract erythromycin from the fermentation filtration. It is followed by reactive crystallization to form an intermediate prior to conversion into erythromycin alkaline and dissolving in acetone. Lastly, erythromycin is purified by antisolvent crystallization [8]. That is to say, both reactive crystallization and antisolvent crystallization have to be employed in this separation process.
In contrast, the technological process with membrane separation and resin absorption [9] is drawing more attention compared with the traditional solvent extraction in the above [10]. This process usually goes as follows: firstly, microfiltration is used to remove solid impurities from the fermentation broth, and the filtrate is purified by macroporous absorption resin, and then the adsorbed erythromycin is eluted with butyl acetate. Finally, either evaporative crystallization or reactive crystallization can be used to obtain the final product [11].
Schematic diagram for the purification erythromycin
The flowsheet of these two technological processes is demonstrated in Figure 1. It can be seen that crystallization is the final step to prepare erythromycin no matter which one is adopted. Different crystallization method has been used for different pretreatment.
Crystallization is a complex process involving mass transfer, heat transfer and surface reactions, which includes the formation of a supersaturated solution, nucleation and crystal growth. The operating parameters of crystallization process, such as temperature, agitation intensity and seed crystals, can affect the generation rate and scale of the supersaturation. The structure of the crystallizers and stirrer will influence the fluid mechanics properties of the crystallization system. Thus it can be seen that all these factors profoundly influence crystal nucleation and growth [12]. Over a long period of time, the crystallization processes have been carried out on according to experiences rather than theoretical researches due to the little study on thermodynamics and kinetics. Not surprisingly, it’s hardly to obtain erythromycin with high purity, complete crystal form, narrow distribution of crystal size, less crystal bonding, which are very important for the stability and bioavailability of the drug.
In this paper, two crystallization processes of erythromycin in different systems, which include the antisolvent crystallization for mixed solvents of acetone and water and the azeotropic evaporative crystallization for butyl acetate-water system, are described in details. The thermodynamics and kinetics of the crystallization of erythromycin, which help to thoroughly understand the effect of a variety of factors on the nucleation, crystal growth and crystal habit, are summarized systematically. On the basis of these fundamental studies, effective control techniques are proposed to improve the quality of erythromycin product.
In the solvent extraction process for purification of erythromycin, erythromycin alkaline was converted from erythromycin thiocyanate by adding ammonia or NaOH solution and dissolving in acetone. Then erythromycin product was prepared by antisolvent crystallization, in which water was served as antisolvent.
The traditional crystallization process, which was too simple, only involved modulating two indicators including antisolvent quality and crystallization temperature.
Water was poured into erythromycin acetone solution at room temperature, and then the product was obtained by filtration after standing for a period of time. Such operation made obvious differences of supersaturation, nucleation rate and crystal growth rate and then caused the discrepancy in product quality for different batch.
As we know, the phase equilibrium between solid and its solution is fundamental to choose crystallization method and also determines the maximum yield of solution crystallization [12]. Erythromycin is soluble in acetone, but insoluble in water [13]. Thus, erythromycin can be precipitated by adding water into erythromycin acetone solution.
The solubility of erythromycin in acetone increases with the increasing temperature, whereas it becomes less soluble with the higher temperature in water. So, the solubility of erythromycin in acetone-water binary solvent system is influenced by the solvent composition and temperature.
Some data on solubility of erythromycin in acetone-water solution was reported in literatures [14,15]. In this paper, the solubility above 303.15K has been measured. As can be seen in Figure 2, the solubility of erythromycin in the medley acetone-water solution increased with increasing acetone concentration and increasing temperature, respectively. In the same range of acetone content, the slope of the solubility curve increased with increasing temperature, which meant the rate of increase of erythromycin solubility increased.
Solubility of erythromycin in acetone-water solution at different temperatures; -□-: 293.15K; -■-: 298.25K; -△-: 303.15K; -▲-: 308.15K; -○-: 310.15K; -●-: 312.15K; -◇-: 314.15K; -◆-: 323.15K
The impact of acetone on the solubility of erythromycin increased as the mass fraction of acetone increasing. It was not hard to infer that the difference of the solubility at different temperatures tended to decrease with the mass fraction of water increase.
An empirical model was proposed to relate the experimental data of the solubility of erythromycin and the parameters was obtained by fitting. The empirical equation for the solubility of erythromycin in mixed solvents of acetone and water was expressed as below:
where
Equation (1) could be used to calculate erythromycin solubility
Comparison of simulated value and experimental data of solubility
Metastable zone width is fundamental to choose suitable supersaturation of crystallization. It is also used as a restrictive operating condition to avoid crystallization system going to unstable zone [16] that results in the worse product.
Apparatus for antisolvent crystallization of erythromycin; 1. Thermostat Bath; 2. Circulating Pump; 3. Water Storage Tank; 4. Peristaltic Pump; 5. Laser Generator; 6. Double-Wall Crystallizer; 7. Stirrer; 8. Thermometer; 9. Condenser; 10. Laser Power Detector
Supersolubility of erythromycin was measured by the method of laser scattering [15]. As shown in Figure 4, the experimental device consisted of crystallizer, mixing system, feeding system, temperature control system and detection system. Wherein, the crystallizer was a double-wall kettle with internal diameter 75mm and height 130mm. Stirrer with four inclined propellers was driven by variable speed motor, the propeller diameter was 12mm, and the stirring shaft diameter was 5mm. The peristaltic pump continuously pumped antisolvent water at a fixed temperature into crystallizer. The detection system consisted of He-Ne laser generator and laser power detector. He-Ne laser generator outputted 632.8nm red line, scattering and diffraction occurred when monochrome laser beam encountered with body of similar length of wavelength, the laser intensity received by detector was drastically reduced, thus the nucleation could be detected.
The relationship between metastable zone width ΔC of erythromycin and solvent composition at 323.15K was shown in Figure 5. It could be seen form the figure that metastable zone width decreased gradually with the increase of the quality of water in solution. In mw:ma range of 1.0 to1.8, the supersolubility presented apparent downward trend. After mw:ma reached 1.8, the change of the metastable zone width weakened, but the metastable zone width of this region was already narrow and was not suitable for crystallization operation.
The equation was obtained by correlating the metastable zone width and solvent composition, which was listed as follows:
where
Effect of solvent composition on metastable zone width of erythromycin at 323.15K
The effect of stirring intensity on supersaturation of erythromycin at different temperatures; –▲–: 308.15K; –●–: 313.15K; –■–: 323.15K
It could be seen form Figure 5, the calculated value was in good agreement with experimental data. Similar results could be obtained at other temperatures.
As shown in Figure 6, the metastable zone width of erythromycin decreased with the increase of temperature. The metastable zone width was similar at 308.15K and 313.15K, while it was quite different at 313.15K and 323.15K, which indicated metastable zone width was temperature sensitive in the range of 313.15K to 323.15K. The variation of metastable zone width with agitation power presented a consistency at different temperatures. The metasable zone width was wider under the same agitation power at lower temperature.
In this paper, the intermittent dynamic method [17] was used to study the kinetics of erythromycin antisolvent crystallization under different conditions. With the empirical models deduced from the Larson-Randolph population balance equation [18,19], the model parameters were obtained from the experimental data through the matrix convertion and the method of linear squares regression. Thus, the equations of nucleation and crystal growth of antisolvent crystallization of erythromycin were established to help find the suitable operation parameters.
The experimental apparatus were shown in Figure 4. Firstly, at the start of recording the time, antisolvent water at set temperature was poured into the erythromycin-acetone solution in the crystallizer. Once the nucleation appeared in the solution, water was stopped importing and the time was recorded. Then the agitation rate and temperature were maintained constant. It was sampled at different interval of time. The indexes of each sample, such as magma density, degree of supersaturation and crystal size distribution (CSD) of production, were measured respectively.
The crystal nucleation and growth kinetics were solved according to the size-independent model [16], using a set of the experimental data of magma density and CSD at 323.15K. The calculated value was in good agreement with the experimental data, as shown in Figure 7. In the crystal size (
Typical population density distribution of erythromycin
On the basis of the above, the size-independent model was adopted to describe the crystal growth rate of erythromycin. According to the study on the effects of temperature, agitation and dosing rate of antisolvent on nucleation rate and crystal growth rate, the corresponding equations for nucleation rate and crystal growth rate were shown as follows:
The nucleation equation
The crystal growth equation
where
In the antisolvent crystallization of erythromycin, slurry density had less effect on the nucleation rate than supersaturation did. The influence of stirring intensity and supersaturation on nucleation rate was greater than those on crystal growth rate. The supersaturation series 3.303 in the nucleation equation was much smaller than the primary nucleation kinetics series [12]. So the mechanism of nucleation of antisolvent crystallization of erythromycin was secondary nucleation.
In order to further reveal the intrinsic principles of the antisolvent crystallization process of erythromycin, the Focused Beam Reflectance Measurement (FBRM) technique was adopted to monitor in situ the variation of crystal quantity and crystal size distribution in this paper.
The total number and the chord length distribution (CLD) of crystal particles were measured by using the equipment and method shown in literature [20]. A mathematical procedure based on Monte Carlo simulation was established to transform the CLD into CSD.
The change of the number of crystals and CSD of erythromycin antisolvent crystallization were studied under different temperature and feeding rate of antisolvent. The results indicated that the faster water was fed, the earlier new crystals came into being, the faster the crystal grew at the initial stage. The total number of crystals at the stable stage tended to decrease as temperature increased [20].
CSD after peak value of overall crystal number count at 308.15K; –■–: 0min; –●–: 30min; –▲–: 90min; –◆–: 180min
CSD after peak value of overall crystal number count at 314.15K; –■–: 0min; –●–: 30min; –▲–: 90min; –◆–: 180min
The proportion of particles of different size was the grain size frequency distribution. Figure 8 and Figure 9 showed the size frequency distribution curve after nucleation at 308.15K and 314.15K respectively. As could be seen from those, the curves were similar at different temperatures, which were sharp and steep. Particle size which was less than 20μm accounted for the vast majority and the peak of the curves was close to 20%.
It could be found from Figure 8 and Figure 9 that the number of both small size crystal and large size crystal hardly change with time. It meant that particles with small size were constantly dissolving, while saturated solute of erythromycin was precipitated to form new crystal, or the existing crystal grew larger in volume. The dissolution and precipitation of erythromycin reached equilibrium.
In order to properly characterize the crystal growth, volume mean diameter
The effect of temperature on
The thermodynamics and kinetics of the antisolvent crystallization of erythromycin were summarized systematically to understand thoroughly the effect of a variety of factors on the nucleation, crystal growth and crystal habit. On the basis of these fundamental studies, appropriate technological parameters were explored to develop the efficient industrialized crystallization process of erythromycin.
Crystal quality, such as crystal purity, crystal habit, crystal size, and CSD, was related closely to the crystallization conditions. Accordingly, the effect of the dosing rate of antisolvent, crystallization time, stirring intensity and crystallization temperature on CSD of erythromycin was studied in details in this paper.
The definition of dosing rate of antisolvent was the importing water volume of per unit time and per unit volume of erythromycin-acetone solution.
where
Figure 11 showed the relationship between the dosing rate of antisolvent
Therefore, in process of the crystallization, an appropriate increase in generation rate of supersaturation could speed up the crystallization rate and improve the capability of the crystallizer. However, the rapid generation of crystals will increase the chance of crystal breakage and secondary nucleation and make the CSD disperse.
CSD based on cumulative volume of erythromycin at different water-pumping velocities; -▲-: 0.0138min-1; -●-: 0.188 min-1; -■-: 0.024 min-1; -◆-: 0.0389 min-1
CSD of erythromycin based on cumulative volume at different crystallization time; -▲-: 40min; -●-: 50min; -■-: 70min: -◆-: 100min
It could be seen from Figure 13 that the erythromycin product had the widest CSD and the highest proportion of small size crystals when the stirring power was 13.99 W/m3, and the distribution curve had smearing phenomenon in the range of large particle size. While the crystal had the narrowest CSD and the lowest proportion of small size crystals when the stirring power was 1.749 W/m3, and the distribution curve had no smearing. The energy imported by stirring was conducive to nucleation and crystal growth. In the meanwhile, crystal breakage could easily occur with too strong stirring, while the obvious differences of supersaturation would occur with too weak stirring and then caused variation of rate of nucleation and crystal growth.
CSD based on volume of erythromycin at different agitation power; -■-: 0.02179W/m3; -●-: 1.749 W/m3; -▲-: 13.99 W/m3
Volume mean diameter of erythromycin at different temperatures
For the traditional antisolvent crystallization, water was poured into erythromycin acetone solution at room temperature. Then after standing for a period of time, the erythromycin alkaline product was obtained by filtration.
It was not difficult to find the shortages of this crystallization method. Firstly, the dosing rate of antisolvent was too fast. When the antisolvent water was fed rapidly, the supersaturation formed suddenly and leaded to the outbreak of the nucleation. Nucleation was active and occupied the dominant position of the crystallization process. Meanwhile, the impurities easily accompanied with crystals by precipitation in the fast crystallization process. Secondly, stirrer and stirring intensity were inappropriate. Poor mixing effect made uneven distribution of supersaturation, so it was hard to obtain erythromycin with complete crystal form and narrow distribution of crystal size [12,21]. Thirdly, crystallization temperature was uncontrolled. Then the differences of solubility between erythromycin and impurities in acetone-water solution could not be fully explored to improve the separation efficiency.
The operation of the crystallization mentioned above lacked of crystallization process control and could not play a good role in purification of erythromycin by crystallization. Then the erythromycin product would be highly influenced by fermentation broth and pre-purification. That was to say, the quality of erythromycin was restricted by erythromycin thiocyanate. So it was hard to obtain the erythromycin product with stable and high quality and yield.
There were some other studies [8,22] on the improvement of erythromycin crystallization method by adding seed crystals.
On the basis of thorough research on the antisolvent crystallization process of erythromycin, a novel technique for antisolvent crystallization of erythromycin by dynamic control of temperature and stirring power was proposed in this paper, which was listed as follows.
Dosing the antisolvent. The polarity of mixed solvents was changed gradually when the antisolvent was imported into erythromycin acetone solution slowly. In the meantime, the solubility of erythromycin decreased gradually until crystal nucleus formed. The supersaturation could be controlled within the thermodynamic metastable zone by dosing antisolvent continuously, the crystal growth was moderated and in order, and the CSD of erythromycin tended to be narrow.
Appropriate stirring intensity. The suitable stirring power could be conducive to maintaining uniform supersaturation and crystallization rate. Meanwhile, stirring could promote dynamic balance of crystallization and dissolution, and reduce the crystal bonding, and then improve the purity of the crystal.
Increasing nucleation temperature. Substance usually had higher solubility at a higher temperature, so did the impurities. Increasing nucleation temperature could reduce the chance of impurities precipitation and improve the purity of erythromycin.
Cooling crystallization and aging with lower stirring intensity. After nucleation at high temperature, the stirring power should be reduced to avoid excessive shear force on the crystal collision and maintain a uniform concentration distribution in the slurry at the same time. Then, the supersaturation produced by cooling maintained crystal growth at a steady rate after dosing all antisolvent. Lastly, aging with lower stirring power at lower terminal temperature could improve the quality and yield of product.
On the basis of the above, the key operation parameters which affect the quality of crystal, such as temperature, dosing rate of antisolvent and stirring intensity, were determined by measuring the crystal shape, titer and yield [23]. Then the novel technique of erythromycin antisolvent crystallization was established in this paper, which was characteristic of dynamic control of temperature and stirring intensity [24].
Figure 15 and Figure 16 showed the crystal shape and CSD of industrial erythromycin products obtained by the traditional method (a) and novel technique (b), respectively. For the crystal shape, product (b) had a more regular and bigger size than product (a) did. For the CSD, product (b) was narrower. For titer, product (b) was 935.6 U/mg, while product (a) was 920 U/mg. Those meant that the quality of erythromycin had been improved by the novel technique of antisolvent crystallization [23].
Crystal shape of erythromycin from different antisolvent crystallization processes [
CSD of erythromycin from two antisolvent crystallization processes [
In the commercial use of the antisolvent crystallization process, erythromycin with high specific activity was obtained at high yield. Over 90% of the products met the demands per year, which was much higher than the 53% with the traditional crystallization process.
The development of the crystallization technique of erythromycin is limited to some extent by the extraction and purification prior to the crystallization. Taking the production of erythromycin as an example, the widely used process is frame filtration of fermentation broth - solvent extraction - salting-out crystallization – alkalization - antisolvent crystallization. Due to the limited interception capability for fine particles and macromolecules impurities such as proteins by frame filtration, and the low selectivity of the object over pigment and the small un-ionized organic molecules by solvent extraction, the impurity content is high in the organic phase. Therefore, the object should be further purified by coupling two crystallization methods in the subsequent refining process.
In recent years, a different technological process by membrane separation and resin absorption is gradually introduced into industrial application [25,11]. The process consists of several steps including membrane separation, resin absorption, elution and crystallization. Firstly, microfiltration is used to remove mycelium, a variety of fine suspension particles and some protein from fermentation broth, then pigment and small un-ionized organics are removed by resin absorption and the elution with butyl acetate. An improvement of the purity of erythromycin butyl acetate solution is obtained by using this pretreatment. And it makes crystallization preparation of erythromycin alkaline from butyl acetate elution become possible.
For the preparation of erythromycin alkaline from erythromycin butyl acetate solution, the product yield is low due to the high solubility of erythromycin. So the urgent task is to increase the yield. To remove butyl acetate is feasible, while high temperature for solvent evaporation may cause the destruction of erythromycin. Although erythromycin has better thermal stability than some other sorts of antibiotics, there is no precedent on the separation and purification of erythromycin with temperature being above 323.15K in industrial application till now. Thus, azeotropic evaporative crystallization of erythromycin is proposed in this paper. The method takes erythromycin, butyl acetate and water as crystallization system. Then butyl acetate-water azeotrope is removed by vacuum azeotropic evaporation to make erythromycin precipitate and disperse into water. Excessive water is added to the erythromycin butyl acetate solution for azeotropic evaporation, which can also play a role of washing crystals. The solubility of butyl acetate in water is quite small, so the azeotrope is easy to split into two phases at room temperature. The schematic diagram of azeotropic evaporative crystallization of erythromycin is demonstrated in Figure 17.
The solubility of erythromycin in butyl acetate-water saturated solution (solution A) and in water-butyl acetate saturated solution (solution B) was detected, respectively. The result indicated that the solubility of erythromycin in solution A was quite low and had little change with temperature. So for the azeotropic evaporative crystallization of erythromycin, the proportion of water was based on its effect on operation, such as the viscosity of the solution and crystal dispersion, as well as the utilization of equipment and the efficiency of production, rather than on the yield of crystallization.
Principle illustration for azeotropic evaporative crystallization process of erythromycin
Once the azeotropic evaporative crystallization of erythromycin was established, the optimization of parameters was directed by the quality and yield of crystal. The process parameters related to the crystal shape, crystal size and CSD were shown as follow: firstly, the supersaturation, which was related to the quantity of butyl acetate removed by azeotropic evaporation; secondly, the generation rate of supersaturation, which was dependent on the azeotropic evaporation rate and the cooling rate; thirdly, the crystallization temperature, which was bound up with vacuum of system and the cooling rate; fourthly, the stirring intensity, and etc,. The yield of erythromycin was determined by the evaporation quantity of butyl acetate and the terminal crystallization temperature.
According to the phase equilibrium data reported in the literatures [26,27], the azeotropic temperature and composition under different vacuum was calculated by using Pro II simulation software and NRTL thermodynamic model. When the system vacuum was controlled above 0.084MPa, the crystallization temperature was below 323.15K.
Figure 18 showed the relationship between the cumulative volume distribution and supersaturation at 316.15K, where
CSD based on cumulative volume of erythromycin at different supersaturation -■-: 39.91 g/100g; -▲-: 40.76 g/100g; -●-: 41.26 g/100g; -◆-: 41.60 g/100g
Figure 19 showed the relationship between the cumulative volume distribution of erythromycin and cooling rate, where
CSD based on cumulative volume of erythromycin at different cooling rate -■-: 273.17K/min; -●-: 273.20K/min; -▲-: 273.28K/min
On the basis of the studies above, the crystallization technique combining the azeotropic evaporation with cooling crystallization was established to prepare the erythromycin from erythromycin butyl acetate solution directly. This process included mainly the following steps: firstly, introduction of entrainer. Adding entrainer (water) to erythromycin butyl acetate solution could form azeotropic crystallization system and decrease the evaporation temperature; secondly, vacuum evaporation. Adjusting the vacuum could promise the azeotropic evaporation temperature of butyl acetate and water was low enough to avoid the destruction of erythromycin; thirdly, appropriate evaporation quantity of butyl acetate. The supersaturation could be maintained within the thermodynamic metastable zone by adjusting the evaporation quantity of butyl acetate; fourthly, modulating cooling rate. The rate of crystallization could be regulated by adjusting cooling rate, so the supersaturation produced by cooling also could be maintained within the thermodynamic metastable zone to promise crystal growth; finally, the agitation power should be adjusted with the variation of crystallization stages.
There was an application for erythromycin purification by azeotropic evaporative crystallization. The technological conditions were listed as follows, the raw material of erythromycin was provided by a pharmaceutical company, the volume of water in the crystallization system was three times the volume of butyl acetate, the supersaturation was about 45g erythromycin/100g butyl acetate, cooling rate was 273.22K/min, the terminal crystallization temperature was 303.15K. With the conditions above and the technology in this paper, the purity of erythromycin A in the product was 95.87% and the yield in mass was 75.7%, which was higher than the yield 64.6% of erythromycin product by traditional antisolvent crystallization process using the same batch of raw materials.
In this paper, the thermodynamics, crystallization kinetics and operating conditions were studied systematically for the antisolvent crystallization of erythromycin. A brand-new technique with dynamic control of temperature and agitation intensity was henceforth presented. This process included nucleation at high temperature (313.15K~323.15K), regulation of temperature and agitation power according to the different stage of nucleation, crystal growth and crystal aging. It made the operation parameters of crystallization process more reasonable, and the erythromycin with high specific activity had high yield. The commercial use of the antisolvent crystallization technique had been successful.
Meanwhile, a novel purification method of erythromycin by azeotropic evaporative crystallization was also put forward. With this method, erythromycin could be produced from erythromycin butyl acetate solution directly. By the introduction of water, the evaporation temperature of azeotrope of butyl acetate and water was decreased and the supersaturation was induced. Then, crystallization nucleation and crystal growth were controlled by the regulation of cooling rate. With the azeotropic evaporative crystallization, qualified erythromycin product could be obtained without recrystallization, which leaded to less solvent consumption, simplified purification process and crystal product with narrow size distribution and perfect crystal shape.
The authors are grateful to the Jiawen Zhu and Bin Wu for helpful discussions. Thanks are extended to Qing Zhang, Bin Cao, Wenjian Zheng and Peixue Mao for technical assistance.
World economies are struggling with an ambiguous challenge, Covid-19, till the first quarter of 2020. Governments have locked down a majority of their economic activities in order to control and prevent the spread of virus in their economies. Countries have closed their borders and minimized their trade activities as precautions. They have simultaneously implemented several quarantine measures to their citizens.
In a few months, pandemic has brought the global economy to a catastrophic halt by introducing a wall between supply and demand. Still, world economies try to fight this invisible enemy while trying to adapt new conditions under several limitations which is referred to as “new normal”.
Uncertainty, which is the basic outcome of the pandemic is still a crucial problem. According to World Uncertainty Index [1], global uncertainty has increased significantly since 2012 for all 143 countries covered by the Index. Though it has unwinded by the second quarter of 2020, after a sky-high reached by the first quarter, it seems to stay as a serious threat for global economies for the coming quarters unless a widely used effective treatment and/or a vaccine is found.
Almost every sector has affected from Covid-19 negatively. In order to support economies on the fiscal side, governments have implemented several measures such as subsidizing corporations, forbidding layoffs, deferring debt and tax payments for a specific period. Simultaneously central banks employed conventional and nonconventional policies to prevent spillover effect of the crisis from real sector to the financial sector. For this reason, United States Fed has continued monetary easing and reached a balance sheet of almost 7 trillion dollars as of August 2020, from a level of almost 4. 3 trillion dollars of March 2020. Likewise, European Central Bank has announced a €1,350 billion pandemic emergency purchase programme (PEPP) to lower borrowing cost and increase lending in the euro zone [2].
Physical distancing and testing, tracing and isolating are the main instruments to fight the spread of the virus. However, these instruments create additional costs to economies. While waiting for good news, OECD published an economic outlook covering a potential single-hit and a double-hit scenario for the coming period. According to both scenarios, global economic activity seems not to turn back to pre-Covid-19 level in the short-run. Moreover, by the end of 2021, loss of income is expected to exceed that of any previous recessions over the last 100 years excluding wartimes. Restrictions in terms of mobilization, production, trade and investment have started to re-rotate the globalized world economies towards nationalization and reshape the way of doing business.
EMs deserve a closer look since they have several acute problems that have recurred during this period. Declining commodity prices, capital outflows, weaker consumer demand, decreasing investment, import and export, decreasing resources to fight Covid-19, decreasing consumer and business confidence, increasing government and corporate debt ratios and eventually, as a reflection of all these factors negative or low growth rates are the major challenges that EMs should confront.
During lockdowns some corporations benefit from teleworking which has made employment considerably sustainable especially for some sectors. For some others, lockdowns have deteriorated inequality among workers especially in EMs. Governments have tried to find solutions to the problem in the short-run with limited resources which seems impossible to sustain in the medium and long run. Monetary and fiscal policies are coordinated carefully as they would harm macro indicators more which are already fragile for some time.
Economic agents use alternative ways to fulfill their responsibilities such as teleworking, distance education, online meetings, increased e-commerce and telehealth. Since hygiene has turned out to be a very critical factor, countries like China has started to quarantine paper money as a way to fight the virus. Additionally, people have opted to use less money but more online banking to carry out their financial transactions. Some of the central banks like Central Bank of China have accelerated their preparations to shift digital money as this is a good time for rerailing. Observing the decreasing demand for cash, European Central Bank put digital money on its agenda and try to make a decision whether it is time to introduce digital Euro as a complement to cash in order to keep up with the digital transformation [3].
During the past two quarters with Covid-19, corporations have discovered that works can be done without being in an office. Moreover, they have seen that there is a crucial saving dimension of teleworking in terms of decreasing general expenditures and several cost items. Corporate meetings are started to be held online. Periodical meetings in terms of planning, budget, marketing, monitoring etc. have started to be held as digital meetings. Financial institutions have confronted with the necessity of further digitalization in lending activities. Manufacturing and trade finance corporations have found that supply-chain could be vulnerable as it depends overwhelmingly on human force. So, they have realized the importance of moving activities to digital which can make them more independent but which also requires considerable amount of investment to technology. Governments have found that there are several areas that could be moved to digital for non-stop functioning of economies under crisis environments.
In brief, we can state that in today’s fast-moving world there is no reversal to pre-Covid-19 environment so the only way is to adapt “digital new normal”. The more countries shift their activities to digital the more they will perform without interruption. It should be expected that there are pros and cons of this change. In this study, we will try to shed light to game changers such as cryptocurrency, blockchain and distributed ledger technology. We try to explore impacts of this game-changers on the economic development of EMs with a special focus on Turkey. Study proceeds as follows: Section 2 presents digital economy. Section 3 introduces blockchain implementations in business. Section 4 analyzes literature on digitalization and growth nexus. Section 5 focuses on Turkey. Concluding remarks are presented in Section 6.
Digital economy refers to a broad range of economic activities that use digitized information as key factors of production. Interconnectedness between individuals, businesses, data, processes and machines that arise from internet, mobile technology and internet of things (IoT) compose the backbone of digital economy [4]. Bukht and Heeks [5] highlight several definitions of digital economy as a reflection of the times and practices that this concept has emerged. They define digital economy as the part of economic output derived only from digital technologies with a business model based on digital goods and services. Due to the measurement problem of digital economy they suggest to use digitalized economy on a widest scale, which comprise use of Information and Telecommunication Technologies (ICTs) in all economic fields. In the study, when it’s difficult to separate these two concepts we opt to use digitalized economy to see the big picture.
Digitalized economy has started to change traditional approaches and processes in terms of business structures, firm interactions, consumer behaviors, information and goods and services especially since the onset of industry 4.0. which refers to technological transformation from embedded systems to cyber physical systems. Bitcoin is one of the financial instruments of the digital economy. It is a private, decentralized digital currency. It has first developed in 2008 and has become operational by 2009 [6]. Bitcoin is not backed by a government decree. There is no authority that is in charge of its supply. Bitcoin has a network that consists of computers covering the entire system. As a section of data in a massive database, it is just like a computer file that is assigned to a certain owner’s digital address. It operates using peer-to-peer networking that eliminates the intermediary so that the exchange can be realized directly between parties. Users have digital wallets so they can trade between themselves. System employs cryptography to maintain the anonymity of its users to secure the transactions and to control the creation of additional units of currency, namely the “cryptocurrency” [7]. Game theory is another factor that ensures the security of the process by mathematically modeling behaviors of strategic decision maker units.
There are thousands of cryptocurrencies with different marketcaps. Yet, majority of cryptocurrencies are almost clones of bitcoin and referred to as ‘altcoins’. On the other side, there are a number of cryptocurrencies that share common features of bitcoin but also have innovative features that provide substantial differences [8] such as stablecoins.
In one sense, blockchain is the underlying technology of bitcoin. We can call it as a public ledger that keeps the history of each transaction. Blockchain is sustained by participating computers which verify transactions in chunks called “blocks” and relay them across the network [9]. Validation process relies on data being encrypted using algorithmic hashing. Encrypted value is a series of numbers and letters that does not share similarity with the original data, and is called “hash”. Cryptocurrency mining involves working with this hash. Proof-of-work is a distributed consensus algorithm that Bitcoin’s blockchain network participants use to agree on the contents of a blockchain to create and hash blocks together. When the computer in a network employs proof-of-work for mining, it needs to solve a challenging mathematical problem. If the computer which is also named as node, successfully solves the problem, it must then be verified by other nodes in the network. Following this step, the transaction is deemed to be verified and completed, and the miner that solved the problem is rewarded by bitcoins. Mining requires a considerable computational power so to ease this difficulty, another consensus algorithm named proof-of-stake is employed by validators for minting but not for mining to determine valid transactions. In proof of stake, cryptocurrency amount in wallets are crucial to create blocks. The amount of cryptocurrency in wallets determines power of validators and the shares of validators within the system. So, cryptocurrencies are held not to make transactions but to get the right to create blocks in the system.
Proof of work and proof of stake are the leading consensus algorithms that are used. Yet, there are almost 80 other consensus mechanisms with different features such as proof of space, proof of burn and proof of activity. Most important functions of consensus algorithms are their prevention of double blockchain creation and double expenditure.
Blockchain, being the first and most popular example of distributed ledger technology is also a subsection of distributed database. Major difference between blockchain and distributed ledger technology is the way they form data.
Blockchain has some characteristics such as decentralization, persistency, anonymity and auditability. Being decentralized, blockchain does not require a third party. As a persistent system it is almost impossible to delete a transaction from the system when it is added to the chain. Besides, system quickly detects invalid transactions. Though there is no 100% anonymity, users interact via their generated addresses. If it is required, system may enable tracking transactions, as each transaction is dependent to one another [10].
There are different blockchain systems that can be listed as; public blockchain, private blockchain and consortium blockchain. In public blockchain, all records are open to public and anyone could join the consensus process. Consortium blockchain enables participation of just a group of nodes in the consensus process. Finally, private blockchain allows only nodes of a specific organization to participate the consensus mechanism [11].
Public blockchain attract interest of communities and users since it is open to everyone’s participation. Though, consortium blockchain is generally used for businesses [10].
Like agricultural revolution, industrial revolution was also backed by technology which enabled economic agents to produce more efficiently and made manufacturers more productive.
Transformation of industrial production can be divided into periods. The first period, where machines were operated by power of steam and water instead of human labor was defined as Industry 1.0. The second period where electricity, motors and invention of assembly line enabled producers to produce more efficiently was defined as Industry 2.0. Industry 3.0. was backed by computers, electronics so by automated production systems which raised significant cost saving and Industry 4.0. of today, denotes an integrated system of automation, internet of things and digital services that enables efficiency and flexibility in working processes. Developed as a multi-functional technology in 2008, blockchain has a big creative destruction potential that seems to reconfigure almost all aspects of society and way of doing things. Evolution of this technology can also be examined in periods. Namely, blockchain 1.0 presents currency and digital payment systems of cryptocurrencies. Blockchain 2.0 presents contracts for extensive transactions such as bonds, derivative products, smart property and smart contracts. Finally, Blockchain 3.0 introduces blockchain implementations especially in the areas of government, health, science, agriculture and culture [12].
A survey made by Cambridge University in 2017 covering data from over 200 companies, central banks and public sector organizations reveals the fact that much of the blockchain use cases are related to banking and finance which is followed by government, insurance and healthcare [13]. This result is quite understandable since jurisdictions and financial institutions are well aware the place of this creative destructors in global competition. In the current environment, blockchain technology offers solutions in a wide range of fields such as digital currency and tokens, digital identity verification, Know Your Customer (KYC), payment and cross-border payment, stock exchange transactions, trade finance, tax collection and management, microfinance, syndicated loans, crowdfunding, accounting, audit, reporting, hedge funds, voting, supply chain and all other fields that require trust between parties [14]. In a survey covered over 800 executives, World Economic Forum recorded that 58% of respondents expect 10% of GDP to be stored on the blockchain by 2025; and 73% of those surveyed expect tax to be first collected by a government via blockchain in 2023 [15]. Development of blockchain suggests a growth path that is far from linear and it signals the possibility to reach the stage of mainstream adoption by 2025 [16].
During the global financial crisis, a considerable number of economic agents have lost their trust in global financial system, its actors and its tools. On the other side, expectations for a fast, transparent, pseudonymous and cost-effective peer-peer payment system which would be processed 24/7 have raised significantly. Investors, in search for yield, have looked for alternative investment vehicles. Moreover, under Covid-19, economic agents have started to decrease their demand for cash because of the concern that cash may transmit the virus. These concerns and expectations have accelerated the intent to move towards digital payments [17].
Based on the ideas of Tobin [18], the concept of central bank digital currency has developed and discussed by a group of central banks. The idea of general purpose or retail central bank digital money is presented as a central bank liability, for the use of individuals and for non-financial corporations in less developed economies. On the contrary, wholesale central bank digital money concept is developed for the settlement between financial institutions of more advanced economies. Nevertheless, central bank digital currency project is still in the experimentation phase and no jurisdiction is announced to issue a central bank digital currency at the moment. Although there are several ongoing projects like E-dollar of Canada, E-euro of ECB, E-ringgit of Malaysia, E-rouble of Russia and E-rupiah of Indonesia we should note that China is at the most advanced stage of its project, Digital Currency Electronic Payments (DC/EP). Several countries declared their intent to use central bank digital currency as a complement to cash if they would realize the project [19]. Implementation of the process is expected to differ across countries according to their economic readiness, expectations and technical platforms. Apart from central bank digital currency project, central banks closely follow the developments on cryptocurrencies and underlying technologies in order to fasten and improve their transaction processes to preserve their roles in the digital new normal. Capital markets and wholesale banks globally cooperate with financial technology companies in experimenting distributed ledger technologies to eliminate expensive processes so to increase efficiency and transparency and to reduce costs. They also focus to the potential of smart contracts to increase automation in several areas. Cong and He [20], designed a trade finance transaction diagram covering all sides of the transaction. They suggest that smart contracts can shrink informational asymmetry and may add welfare and customer surplus through increased entry and competition.
Syndicated loan facility is another field that may benefit from blockchain technology. As an international financing method with a transaction volume of almost 5 trillion dollars globally [21], a large group of lenders work together to provide funds to a borrower. Participants act according to terms and conditions of the loan agreement. At maturity, parties of the agreement may agree to roll over the loan. So, blockchain may add value to the process by increasing transparency, speed, and by decreasing bureaucracy and cost. Smart contracts can be included to the system since participants act according to loan contracts with specific terms and conditions.
Microfinance institutions may replace conventional banking institutions in underdeveloped regions when customers deem ineligible for banking services. In Nigeria, an open-source platform, Stellar and a microfinancing software provider, Oradian built a platform for providing financial products and services to the users. With a user profile of over 90% female customers, the project reveals the potential of blockchain technology in the development of rural systems and economic empowerment of women in developing countries [22]. According to World Bank estimates, almost one billion people over the world do not have any legally recognized identification. Besides, almost 3.5 billion people have some kind of legally recognized identification but have limited ability to use it. While the remaining 3.2 billion have a legally recognized identity and participate in the digital economy they may have problems in online. Technology may increase financial inclusion of those who do not have a legally recognized identification and increase these groups’ access to financial services, government benefits, and labor markets which will lead to a saving of time and money. From institutions and government’s perspective, an increasing digital footprint of users means saved cost and time, increased GDP, increased labor productivity, expanded tax base, decreased fraud and further steps to a formal and deeper financial system [23].
Increasing digitalization in finance is expected to create some positive effects for emerging countries. According to the estimates, almost 1.5 billion people is expected to access financial services. Governments are expected to save almost 100 billion dollars from the decreasing leakage and increasing tax revenue. Financial institutions are expected to save almost 400 billion dollars annually from direct costs. Emerging economies are expected to reach an annual increase in their GDP by almost 4 trillion dollars by 2025. Almost two thirds of the increase is expected from productivity of businesses and government due to digital payments. One third would arise from financial inclusion of individuals and SMEs and the rest would stem from saved time that would enable increasing hours of work. Increased GDP is expected to create 95 million jobs across all sectors [24].
Jurisdictions and leading technology companies enhance their investments on this technology as they have already discovered the potential and have anticipated to share in its future. Although global patent filings remained limited during the first years of blockchain, they have considerably increased as of 2016. By the third quarter of 2019, number of patents filed globally has reached almost 6.000. Leading countries in the patent race are China with 3.200 patent applications and USA with 1.300 applications. These countries are followed by United Kingdom, Germany, Japan and Canada [25].
Since developing and emerging countries lag behind the developed ones, the way for developing and emerging counties to leapfrog the developed nations is reaching advanced technology. Yet in our case, it is quite difficult to analyze the specific effects of blockchain and digital economy on growth indicators. As highlighted by Bukht and Heeks [5], measuring proceeds of digital economy and separating it from ICT is quite impossible across countries and between different periods. So, we opt to focus ICT and growth nexus and use the concept of digitalization instead of ICT.
Burlamaqui and Kattel [26], defines technology leapfrogging as the adaption of advanced technology in a specific area. This concept overwhelmingly addresses the developing and emerging countries and it has been suggested that developing countries do not have any alternative in technology adoption, except to leapfrog to new and advanced technologies [27, 28, 29]. Literature on the relationship between ICT diffusion and economic growth is recent and it goes back to 1980s. Though theories predict a positive effect of digitalization on growth across countries, empirical studies produced mixed results.
Dewan and Kraemer [30] suggest a positive relation between digitalization and growth according to the data of 14 developing and 22 developed countries collected for years 1985–1993. However, results differ between developed and developing countries with respect to structure of returns from technological capital investments. While there is positive effect of capital stock on GDP growth in developed countries it is insignificant for the developing ones. Pohjola [31], performs his study based on an expectation that benefits from digitalization accrue as an improvement in productivity and economic growth. Based on a data of 42 countries for the period of 1985–1999, he finds that results differ between USA and the rest. While use of technology significantly impact the performance of the USA economy, evidence for other countries is reported as weak. Another interesting finding is that relationship is not statistically significant for the subsamples of industrial or high-income countries. Papaioannou and Dimelis [32] in their study comprising 42 developed and developing countries for 1993–2001 analyze the impact of digitalization on labor productivity growth. Findings of the study present high impact for developed countries than developing ones. Commander, Harrison and Filho [33] work with around 1000 manufacturing firms from Brazil and India with data of 2005 and they report a significant relation of technology and productivity in both countries. In India specific analysis, results suggest that poor infrastructure quality and labor market policy are associated with low return on investment and low levels of technology adoption. Dedrick, Kraemer, and Shih [34] work with a data set consists of 45 upper-income developing and developed countries for the period 1994–2007. They find that upper-income developing countries have significantly positive gains from technology in the recent period as they increase their investment more and as they gain more experience in the use of information technologies. They suggest that productivity effects of digitalization are bound to country specific factors which comprise human capital, foreign direct investment and quality and cost of technological infrastructure. Sassi and Goaied [35], analyze both the impact of financial development and digitalization on economic growth in Middle East and North Africa (MENA) countries for years, 1960–2009. The interaction between digital penetration and financial development is found positive and significant in the empirical study. This implies that economies in MENA region can benefit from financial development only when a specific level of digitalization is reached. Cirera, Lage, and Sabetti [36] examine the firm-level data for a sample of six Sub-Saharan African countries. Although there is a huge gap in terms of digitalization between these group of countries and developed ones, results of the study point a considerable heterogeneity among samples. Findings reveal that digitalization has an important impact on production and innovation for all these countries but final impact depends on the degree of the novelty that is introduced in firm base. Luo and Bu [37] study how digitalization improves the productivity of emerging economies by analyzing 6236 firms from 27 emerging economies. They argue that technology enhances productivity since it leads to effective knowledge sharing and integration. They further argue that emerging economies’ level of economic development, institutionalization and qualified infrastructure would affect the level digitalization that contributes to knowledge management and thus to firm performance. Authors suggest that technology would enhance productivity in an emerging economy when the said economy is less economically developed. Niebel [38], in a recent research based on a sample of 59 countries for the period of 1995–2010 indicates that developing and emerging countries are not gained more from investments in digitalization than developed ones.
Some studies [39, 40, 41, 42] provide that digitalization could impose negative impacts on employment and labor market in developing countries. This literature argues that the rapid digitalization eliminates unskilled workers and exclude poor since they are not qualified, so it will increase poverty and income inequalities. Besides, they argue that digitalization provides more advantages to developed countries to compete with developing countries in their local markets.
There are few empirical studies on digitalization and growth nexus for Turkey. Yaprakli and Saglam [43] examine this relationship for the period of 1980–2008. According to results, economic growth is positively affected by digitalization in the short and long run. However, contribution to economic growth from this channel is less than that of other product factors in Turkey. Kılıçaslan et al. [44] examine the impact of digitalization on labor productivity growth in Turkish manufacturing industry for the period of 2003–2012. They report that the impact of digitalization on productivity is larger by about 25 to 50% than that of conventional capital. In a recent study, Sarıdogan and Kaya [45], find a positive relation between digitalization and economic performance for years 1998–2017 for 28 EU members and Turkey.
Empirical studies across countries reveal heterogeneous results. From our standpoint, this could be the result of differing countries, samples, time periods and measurement techniques.
Turkey is a dynamic emerging country with an average growth rate of around 4–5%. Though banking sector has an overwhelming share in the financial system, capital markets are progressing to reach a well-deserved place. Search for yield in a negative real interest environment, especially under Covid-19, leads local investors to alternative investment tools. Results from an international survey conducted with 1000 respondents in 2019 reveal the enthusiasm of Turkey towards cryptocurrencies and its underlying technologies. Index of positive attitudes towards cryptocurrencies is reported as 62% for Turkey while it is 20% for Germany, 24% for France and 24% for United Kingdom. 46% of Turkish respondents states their preference for a cashless society when the ratio is 22% in total Europe. 55% of Turkish respondents denote their personal efforts to learn the mechanism of cryptocurrency while it is 26% in Germany, 20% in France and 22% in United Kingdom [46]. Turkish authorities have a positive attitude towards cryptocurrency and blockchain technology, as well. For the time being there is no specific regulation about the use of cryptocurrencies. In order to make clear the difference, it is stated that cryptocurrency cannot be deem as an electronic money under The Law on Payment and Securities Settlement Systems, Payment Services and Electronic Money Institutions numbered 6493 [47].
Yet, in the Eleventh Development Plan, Turkish authorities declared their intent to introduce a blockchain based central bank digital currency within four years. Blockchain technology is planned to be used especially on transportation and custom services. Improving technological infrastructure and processes to benefit more from digitalization for the improvement of government services is aimed in the medium-run [48]. To synchronize the flow of information among Borsa Istanbul, Istanbul Settlement and Custody Bank and Central Securities Depository of the Turkish capital markets, Borsa Istanbul has developed Turkey’s first financial blockchain based project in 2018. The project that was designed under Know Your Customer concept enables addition of new customers, editing of information and management of documentation in the blockchain network [49]. Istanbul Settlement and Custody Bank developed a blockchain based “BiGA Digital Gold” Project, in 2019. It was established as the first known blockchain network with the contribution of participating banks in Turkey. In this project, gold that is physically stored in Borsa Istanbul is converted to BiGA and transferred to the BiGA Platform by issuing method. With this method, the transformation and reconciliation between the digital asset and the physical asset is possible. Gold balances can be transferred between participating banks 24/7 through the platform provided by Istanbul Settlement and Custody Bank via their own systems [50]. As another example of milestone to the increasing efforts on blockchain, Isbank, a major Turkish bank, joined a global blockchain platform, R3’s Corda, and completed an international trade finance transaction with Commerzbank based on distributed ledger technology. Trade transaction data was distributed only to the parties along the workflow of trade, making the settlement process much quicker and more efficient. It is also possible to integrate third parties into the data flow where required by banks and trade partners. All parties involved were able to communicate and view trading data simultaneously [51].
Akbank, another leading Turkish bank entered a business partnership with Ripple in 2017 to benefit from the transparency and low-cost provided by Ripple in international money transfers [52]. Aktif Bank, a large investment bank in Turkey has incorporated Attivo Bilisim to invest in the crypto-asset service industry. As the second bank-backed exchange around the world and structured by Attivo, Bitmatrix Crypto-Assets Trading Platform provides the crypto-assets custody service as of 2019 [53].
In this study we try to shed light to the transformation of economies and the role of creative destructors in this change. Covid-19 has served as a catalyst and accelerated the transition towards digital new normal. Central banks’ digital currency project, cryptocurrencies and distributed ledger technologies take the lead in this period. We have focused on the use cases of blockchain in business. Emerging countries try to benefit from digitalization to leapfrog the developed countries and to take their positions in the digital race. Yet, there are still issues to be solved such as defining new technologies, structuring regulations, tax collection, cyber security, fraud and energy consumption in digitalization. Besides, cooperation among countries would help developing common directives, regulations and implementations which could boost benefits from digitalization.
IntechOpen - where academia and industry create content with global impact
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\n\nCo-founded by Alex Lazinica and Vedran Kordic: “We are passionate about the advancement of science. As Ph.D. researchers in Vienna, we found it difficult to access the scholarly research we needed. We created IntechOpen with the specific aim of putting the academic needs of the global research community before the business interests of publishers. Our Team is now a global one and includes highly-renowned scientists and publishers, as well as experts in disseminating your research.”
\n\nBut, one thing we have in common is -- we are all scientists at heart!
\n\nSara Uhac, COO
\n\nSara Uhac was appointed Managing Director of IntechOpen at the beginning of 2014. She directs and controls the company’s operations. Sara joined IntechOpen in 2010 as Head of Journal Publishing, a new strategically underdeveloped department at that time. After obtaining a Master's degree in Media Management, she completed her Ph.D. at the University of Lugano, Switzerland. She holds a BA in Financial Market Management from the Bocconi University in Milan, Italy, where she started her career in the American publishing house Condé Nast and further collaborated with the UK-based publishing company Time Out. Sara was awarded a professional degree in Publishing from Yale University (2012). She is a member of the professional branch association of "Publishers, Designers and Graphic Artists" at the Croatian Chamber of Commerce.
\n\nAdrian Assad De Marco
\n\nAdrian Assad De Marco joined the company as a Director in 2017. With his extensive experience in management, acquired while working for regional and global leaders, he took over direction and control of all the company's publishing processes. Adrian holds a degree in Economy and Management from the University of Zagreb, School of Economics, Croatia. A former sportsman, he continually strives to develop his skills through professional courses and specializations such as NLP (Neuro-linguistic programming).
\n\nDr Alex Lazinica
\n\nAlex Lazinica is co-founder and Board member of IntechOpen. After obtaining a Master's degree in Mechanical Engineering, he continued his Ph.D. in Robotics at the Vienna University of Technology. There, he worked as a robotics researcher with the university's Intelligent Manufacturing Systems Group, as well as a guest researcher at various European universities, including the Swiss Federal Institute of Technology Lausanne (EPFL). During this time he published more than 20 scientific papers, gave presentations, served as a reviewer for major robotic journals and conferences and, most importantly, co-founded and built the International Journal of Advanced Robotic Systems, the world's first Open Access journal in the field of robotics. Starting this journal was a pivotal point in his career since it proved to be the pathway to the foundation of IntechOpen with its focus on addressing academic researchers’ needs. Alex personifies many of IntechOpen´s key values, including the commitment to developing mutual trust, openness, and a spirit of entrepreneurialism. Today, his focus is on defining the growth and development strategy for the company.
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She is also Invisalign certified. She’s working as a Senior Lecturer in the Department of Orthodontics, SRM Dental College since November 2019. She is actively involved in teaching orthodontics to the undergraduates and the postgraduates. Her clinical research topics include new orthodontic brackets, fixed appliances and TADs. She’s published 4 articles in well renowned indexed journals and has a published patency of her own. Her private practice is currently limited to orthodontics and works as a consultant in various clinics.",institutionString:null,institution:{name:"SRM Dental College",country:{name:"India"}}},{id:"323731",title:"Prof.",name:"Deepak M.",middleName:"Macchindra",surname:"Vikhe",slug:"deepak-m.-vikhe",fullName:"Deepak M. Vikhe",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/323731/images/13613_n.jpg",biography:"Dr Deepak M.Vikhe .\n\n\t\n\tDr Deepak M.Vikhe , completed his Masters & PhD in Prosthodontics from Rural Dental College, Loni securing third rank in the Pravara Institute of Medical Sciences Deemed University. He was awarded Dr.G.C.DAS Memorial Award for Research on Implants at 39th IPS conference Dubai (U A E).He has two patents under his name. He has received Dr.Saraswati medal award for best research for implant study in 2017.He has received Fully funded scholarship to Spain ,university of Santiago de Compostela. He has completed fellowship in Implantlogy from Noble Biocare. \nHe has attended various conferences and CDE programmes and has national publications to his credit. His field of interest is in Implant supported prosthesis. Presently he is working as a associate professor in the Dept of Prosthodontics, Rural Dental College, Loni and maintains a successful private practice specialising in Implantology at Rahata.\n\nEmail: drdeepak_mvikhe@yahoo.com..................",institutionString:null,institution:{name:"Pravara Institute of Medical Sciences",country:{name:"India"}}},{id:"204110",title:"Dr.",name:"Ahmed A.",middleName:null,surname:"Madfa",slug:"ahmed-a.-madfa",fullName:"Ahmed A. Madfa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204110/images/system/204110.jpg",biography:"Dr. Madfa is currently Associate Professor of Endodontics at Thamar University and a visiting lecturer at Sana'a University and University of Sciences and Technology. He has more than 6 years of experience in teaching. His research interests include root canal morphology, functionally graded concept, dental biomaterials, epidemiology and dental education, biomimetic restoration, finite element analysis and endodontic regeneration. Dr. Madfa has numerous international publications, full articles, two patents, a book and a book chapter. Furthermore, he won 14 international scientific awards. Furthermore, he is involved in many academic activities ranging from editorial board member, reviewer for many international journals and postgraduate students' supervisor. Besides, I deliver many courses and training workshops at various scientific events. Dr. Madfa also regularly attends international conferences and holds administrative positions (Deputy Dean of the Faculty for Students’ & Academic Affairs and Deputy Head of Research Unit).",institutionString:"Thamar University",institution:null},{id:"210472",title:"Dr.",name:"Nermin",middleName:"Mohammed Ahmed",surname:"Yussif",slug:"nermin-yussif",fullName:"Nermin Yussif",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/210472/images/system/210472.jpg",biography:"Dr. Nermin Mohammed Ahmed Yussif is working at the Faculty of dentistry, University for October university for modern sciences and arts (MSA). Her areas of expertise include: periodontology, dental laserology, oral implantology, periodontal plastic surgeries, oral mesotherapy, nutrition, dental pharmacology. She is an editor and reviewer in numerous international journals.",institutionString:"MSA University",institution:null},{id:"204606",title:"Dr.",name:"Serdar",middleName:null,surname:"Gözler",slug:"serdar-gozler",fullName:"Serdar Gözler",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204606/images/system/204606.jpeg",biography:"Dr. Serdar Gözler has completed his undergraduate studies at the Marmara University Faculty of Dentistry in 1978, followed by an assistantship in the Prosthesis Department of Dicle University Faculty of Dentistry. Starting his PhD work on non-resilient overdentures with Assoc. Prof. Hüsnü Yavuzyılmaz, he continued his studies with Prof. Dr. Gürbüz Öztürk of Istanbul University Faculty of Dentistry Department of Prosthodontics, this time on Gnatology. He attended training programs on occlusion, neurology, neurophysiology, EMG, radiology and biostatistics. In 1982, he presented his PhD thesis \\Gerber and Lauritzen Occlusion Analysis Techniques: Diagnosis Values,\\ at Istanbul University School of Dentistry, Department of Prosthodontics. As he was also working with Prof. Senih Çalıkkocaoğlu on The Physiology of Chewing at the same time, Gözler has written a chapter in Çalıkkocaoğlu\\'s book \\Complete Prostheses\\ entitled \\The Place of Neuromuscular Mechanism in Prosthetic Dentistry.\\ The book was published five times since by the Istanbul University Publications. Having presented in various conferences about occlusion analysis until 1998, Dr. Gözler has also decided to use the T-Scan II occlusion analysis method. Having been personally trained by Dr. Robert Kerstein on this method, Dr. Gözler has been lecturing on the T-Scan Occlusion Analysis Method in conferences both in Turkey and abroad. Dr. Gözler has various articles and presentations on Digital Occlusion Analysis methods. He is now Head of the TMD Clinic at Prosthodontic Department of Faculty of Dentistry , Istanbul Aydın University , Turkey.",institutionString:"Istanbul Aydin University",institution:{name:"Istanbul Aydın University",country:{name:"Turkey"}}},{id:"256417",title:"Associate Prof.",name:"Sanaz",middleName:null,surname:"Sadry",slug:"sanaz-sadry",fullName:"Sanaz Sadry",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/256417/images/8106_n.jpg",biography:null,institutionString:null,institution:{name:"Istanbul Aydın University",country:{name:"Turkey"}}},{id:"240870",title:"Ph.D.",name:"Alaa Eddin Omar",middleName:null,surname:"Al Ostwani",slug:"alaa-eddin-omar-al-ostwani",fullName:"Alaa Eddin Omar Al Ostwani",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/240870/images/system/240870.jpeg",biography:"Dr. Al Ostwani Alaa Eddin Omar received his Master in dentistry from Damascus University in 2010, and his Ph.D. in Pediatric Dentistry from Damascus University in 2014. Dr. Al Ostwani is an assistant professor and faculty member at IUST University since 2014. \nDuring his academic experience, he has received several awards including the scientific research award from the Union of Arab Universities, the Syrian gold medal and the international gold medal for invention and creativity. Dr. Al Ostwani is a Member of the International Association of Dental Traumatology and the Syrian Society for Research and Preventive Dentistry since 2017. He is also a Member of the Reviewer Board of International Journal of Dental Medicine (IJDM), and the Indian Journal of Conservative and Endodontics since 2016.",institutionString:"International University for Science and Technology.",institution:{name:"Islamic University of Science and Technology",country:{name:"India"}}},{id:"42847",title:"Dr.",name:"Belma",middleName:null,surname:"Işik Aslan",slug:"belma-isik-aslan",fullName:"Belma Işik Aslan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/42847/images/system/42847.jpg",biography:"Dr. Belma IşIk Aslan was born in 1976 in Ankara-TURKEY. After graduating from TED Ankara College in 1994, she attended to Gazi University, Faculty of Dentistry in Ankara. She completed her PhD in orthodontic education at Gazi University between 1999-2005. Dr. Işık Aslan stayed at the Providence Hospital Craniofacial Institude and Reconstructive Surgery in Michigan, USA for three months as an observer. She worked as a specialist doctor at Gazi University, Dentistry Faculty, Department of Orthodontics between 2005-2014. She was appointed as associate professor in January, 2014 and as professor in 2021. Dr. Işık Aslan still works as an instructor at the same faculty. She has published a total of 35 articles, 10 book chapters, 39 conference proceedings both internationally and nationally. Also she was the academic editor of the international book 'Current Advances in Orthodontics'. She is a member of the Turkish Orthodontic Society and Turkish Cleft Lip and Palate Society. She is married and has 2 children. Her knowledge of English is at an advanced level.",institutionString:"Gazi University Dentistry Faculty Department of Orthodontics",institution:null},{id:"202198",title:"Dr.",name:"Buket",middleName:null,surname:"Aybar",slug:"buket-aybar",fullName:"Buket Aybar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/202198/images/6955_n.jpg",biography:"Buket Aybar, DDS, PhD, was born in 1971. She graduated from Istanbul University, Faculty of Dentistry, in 1992 and completed her PhD degree on Oral and Maxillofacial Surgery in Istanbul University in 1997.\r\nDr. Aybar is currently a full-time professor in Istanbul University, Faculty of Dentistry Department of Oral and Maxillofacial Surgery. She has teaching responsibilities in graduate and postgraduate programs. Her clinical practice includes mainly dentoalveolar surgery.\r\nHer topics of interest are biomaterials science and cell culture studies. She has many articles in international and national scientific journals and chapters in books; she also has participated in several scientific projects supported by Istanbul University Research fund.",institutionString:null,institution:{name:"Marmara University",country:{name:"Turkey"}}},{id:"178412",title:"Associate Prof.",name:"Guhan",middleName:null,surname:"Dergin",slug:"guhan-dergin",fullName:"Guhan Dergin",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178412/images/6954_n.jpg",biography:"Assoc. Prof. Dr. Gühan Dergin was born in 1973 in Izmit. He graduated from Marmara University Faculty of Dentistry in 1999. He completed his specialty of OMFS surgery in Marmara University Faculty of Dentistry and obtained his PhD degree in 2006. In 2005, he was invited as a visiting doctor in the Oral and Maxillofacial Surgery Department of the University of North Carolina, USA, where he went on a scholarship. Dr. Dergin still continues his academic career as an associate professor in Marmara University Faculty of Dentistry. He has many articles in international and national scientific journals and chapters in books.",institutionString:null,institution:{name:"Marmara University",country:{name:"Turkey"}}},{id:"178414",title:"Prof.",name:"Yusuf",middleName:null,surname:"Emes",slug:"yusuf-emes",fullName:"Yusuf Emes",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178414/images/6953_n.jpg",biography:"Born in Istanbul in 1974, Dr. Emes graduated from Istanbul University Faculty of Dentistry in 1997 and completed his PhD degree in Istanbul University faculty of Dentistry Department of Oral and Maxillofacial Surgery in 2005. He has papers published in international and national scientific journals, including research articles on implantology, oroantral fistulas, odontogenic cysts, and temporomandibular disorders. Dr. Emes is currently working as a full-time academic staff in Istanbul University faculty of Dentistry Department of Oral and Maxillofacial Surgery.",institutionString:null,institution:{name:"Istanbul University",country:{name:"Turkey"}}},{id:"192229",title:"Ph.D.",name:"Ana Luiza",middleName:null,surname:"De Carvalho Felippini",slug:"ana-luiza-de-carvalho-felippini",fullName:"Ana Luiza De Carvalho Felippini",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/192229/images/system/192229.jpg",biography:null,institutionString:"University of São Paulo",institution:{name:"University of Sao Paulo",country:{name:"Brazil"}}},{id:"256851",title:"Prof.",name:"Ayşe",middleName:null,surname:"Gülşen",slug:"ayse-gulsen",fullName:"Ayşe Gülşen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/256851/images/9696_n.jpg",biography:"Dr. Ayşe Gülşen graduated in 1990 from Faculty of Dentistry, University of Ankara and did a postgraduate program at University of Gazi. \nShe worked as an observer and research assistant in Craniofacial Surgery Departments in New York, Providence Hospital in Michigan and Chang Gung Memorial Hospital in Taiwan. \nShe works as Craniofacial Orthodontist in Department of Aesthetic, Plastic and Reconstructive Surgery, Faculty of Medicine, University of Gazi, Ankara Turkey since 2004.",institutionString:"Orthodontist, Assoc Prof in the Department of Aesthetic, Plastic and Reconstructive Surgery, Faculty of Medicine, University of Gazi",institution:null},{id:"255366",title:"Prof.",name:"Tosun",middleName:null,surname:"Tosun",slug:"tosun-tosun",fullName:"Tosun Tosun",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255366/images/7347_n.jpg",biography:"Graduated at the Faculty of Dentistry, University of Istanbul, Turkey in 1989;\nVisitor Assistant at the University of Padua, Italy and Branemark Osseointegration Center of Treviso, Italy between 1993-94;\nPhD thesis on oral implantology in University of Istanbul and was awarded the academic title “Dr.med.dent.”, 1997;\nHe was awarded the academic title “Doç.Dr.” (Associated Professor) in 2003;\nProficiency in Botulinum Toxin Applications, Reading-UK in 2009;\nMastership, RWTH Certificate in Laser Therapy in Dentistry, AALZ-Aachen University, Germany 2009-11;\nMaster of Science (MSc) in Laser Dentistry, University of Genoa, Italy 2013-14.\n\nDr.Tosun worked as Research Assistant in the Department of Oral Implantology, Faculty of Dentistry, University of Istanbul between 1990-2002. \nHe worked part-time as Consultant surgeon in Harvard Medical International Hospitals and John Hopkins Medicine, Istanbul between years 2007-09.\u2028He was contract Professor in the Department of Surgical and Diagnostic Sciences (DI.S.C.), Medical School, University of Genova, Italy between years 2011-16. \nSince 2015 he is visiting Professor at Medical School, University of Plovdiv, Bulgaria. \nCurrently he is Associated Prof.Dr. at the Dental School, Oral Surgery Dept., Istanbul Aydin University and since 2003 he works in his own private clinic in Istanbul, Turkey.\u2028\nDr.Tosun is reviewer in journal ‘Laser in Medical Sciences’, reviewer in journal ‘Folia Medica\\', a Fellow of the International Team for Implantology, Clinical Lecturer of DGZI German Association of Oral Implantology, Expert Lecturer of Laser&Health Academy, Country Representative of World Federation for Laser Dentistry, member of European Federation of Periodontology, member of Academy of Laser Dentistry. Dr.Tosun presents papers in international and national congresses and has scientific publications in international and national journals. He speaks english, spanish, italian and french.",institutionString:null,institution:{name:"Istanbul Aydın University",country:{name:"Turkey"}}},{id:"260116",title:"Dr.",name:"Mehmet",middleName:null,surname:"Yaltirik",slug:"mehmet-yaltirik",fullName:"Mehmet Yaltirik",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/260116/images/7413_n.jpg",biography:"Birth Date 25.09.1965\r\nBirth Place Adana- Turkey\r\nSex Male\r\nMarrial Status Bachelor\r\nDriving License Acquired\r\nMother Tongue Turkish\r\n\r\nAddress:\r\nWork:University of Istanbul,Faculty of Dentistry, Department of Oral Surgery and Oral Medicine 34093 Capa,Istanbul- TURKIYE",institutionString:null,institution:{name:"Istanbul University",country:{name:"Turkey"}}},{id:"171887",title:"Prof.",name:"Zühre",middleName:null,surname:"Akarslan",slug:"zuhre-akarslan",fullName:"Zühre Akarslan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/171887/images/system/171887.jpg",biography:"Zühre Akarslan was born in 1977 in Cyprus. She graduated from Gazi University Faculty of Dentistry, Ankara, Turkey in 2000. \r\nLater she received her Ph.D. degree from the Oral Diagnosis and Radiology Department; which was recently renamed as Oral and Dentomaxillofacial Radiology, from the same university. \r\nShe is working as a full-time Associate Professor and is a lecturer and an academic researcher. \r\nHer expertise areas are dental caries, cancer, dental fear and anxiety, gag reflex in dentistry, oral medicine, and dentomaxillofacial radiology.",institutionString:"Gazi University",institution:{name:"Gazi University",country:{name:"Turkey"}}},{id:"272237",title:"Dr.",name:"Pinar",middleName:"Kiymet",surname:"Karataban",slug:"pinar-karataban",fullName:"Pinar Karataban",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/272237/images/8911_n.png",biography:"Assist.Prof.Dr.Pınar Kıymet Karataban, DDS PhD \n\nDr.Pınar Kıymet Karataban was born in Istanbul in 1975. After her graduation from Marmara University Faculty of Dentistry in 1998 she started her PhD in Paediatric Dentistry focused on children with special needs; mainly children with Cerebral Palsy. She finished her pHD thesis entitled \\'Investigation of occlusion via cast analysis and evaluation of dental caries prevalance, periodontal status and muscle dysfunctions in children with cerebral palsy” in 2008. She got her Assist. Proffessor degree in Istanbul Aydın University Paediatric Dentistry Department in 2015-2018. ın 2019 she started her new career in Bahcesehir University, Istanbul as Head of Department of Pediatric Dentistry. In 2020 she was accepted to BAU International University, Batumi as Professor of Pediatric Dentistry. She’s a lecturer in the same university meanwhile working part-time in private practice in Ege Dental Studio (https://www.egedisklinigi.com/) a multidisciplinary dental clinic in Istanbul. Her main interests are paleodontology, ancient and contemporary dentistry, oral microbiology, cerebral palsy and special care dentistry. She has national and international publications, scientific reports and is a member of IAPO (International Association for Paleodontology), IADH (International Association of Disability and Oral Health) and EAPD (European Association of Pediatric Dentistry).",institutionString:null,institution:null},{id:"172009",title:"Dr.",name:"Fatma Deniz",middleName:null,surname:"Uzuner",slug:"fatma-deniz-uzuner",fullName:"Fatma Deniz Uzuner",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/172009/images/7122_n.jpg",biography:"Dr. Deniz Uzuner was born in 1969 in Kocaeli-TURKEY. After graduating from TED Ankara College in 1986, she attended the Hacettepe University, Faculty of Dentistry in Ankara. \nIn 1993 she attended the Gazi University, Faculty of Dentistry, Department of Orthodontics for her PhD education. After finishing the PhD education, she worked as orthodontist in Ankara Dental Hospital under the Turkish Government, Ministry of Health and in a special Orthodontic Clinic till 2011. Between 2011 and 2016, Dr. Deniz Uzuner worked as a specialist in the Department of Orthodontics, Faculty of Dentistry, Gazi University in Ankara/Turkey. In 2016, she was appointed associate professor. Dr. Deniz Uzuner has authored 23 Journal Papers, 3 Book Chapters and has had 39 oral/poster presentations. She is a member of the Turkish Orthodontic Society. Her knowledge of English is at an advanced level.",institutionString:null,institution:null},{id:"332914",title:"Dr.",name:"Muhammad Saad",middleName:null,surname:"Shaikh",slug:"muhammad-saad-shaikh",fullName:"Muhammad Saad Shaikh",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Jinnah Sindh Medical University",country:{name:"Pakistan"}}},{id:"315775",title:"Dr.",name:"Feng",middleName:null,surname:"Luo",slug:"feng-luo",fullName:"Feng Luo",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Sichuan University",country:{name:"China"}}},{id:"344229",title:"Dr.",name:"Sankeshan",middleName:null,surname:"Padayachee",slug:"sankeshan-padayachee",fullName:"Sankeshan Padayachee",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of the Witwatersrand",country:{name:"South Africa"}}},{id:"315727",title:"Ms.",name:"Kelebogile A.",middleName:null,surname:"Mothupi",slug:"kelebogile-a.-mothupi",fullName:"Kelebogile A. Mothupi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of the Witwatersrand",country:{name:"South Africa"}}},{id:"423519",title:"Dr.",name:"Sizakele",middleName:null,surname:"Ngwenya",slug:"sizakele-ngwenya",fullName:"Sizakele Ngwenya",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of the Witwatersrand",country:{name:"South Africa"}}},{id:"337613",title:"Mrs.",name:"Tshakane",middleName:null,surname:"R.M.D. Ralephenya",slug:"tshakane-r.m.d.-ralephenya",fullName:"Tshakane R.M.D. Ralephenya",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of the Witwatersrand",country:{name:"South Africa"}}},{id:"419270",title:"Dr.",name:"Ann",middleName:null,surname:"Chianchitlert",slug:"ann-chianchitlert",fullName:"Ann Chianchitlert",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Walailak University",country:{name:"Thailand"}}},{id:"419271",title:"Dr.",name:"Diane",middleName:null,surname:"Selvido",slug:"diane-selvido",fullName:"Diane Selvido",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Walailak University",country:{name:"Thailand"}}},{id:"419272",title:"Dr.",name:"Irin",middleName:null,surname:"Sirisoontorn",slug:"irin-sirisoontorn",fullName:"Irin Sirisoontorn",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Walailak University",country:{name:"Thailand"}}}]}},subseries:{item:{id:"7",type:"subseries",title:"Bioinformatics and Medical Informatics",keywords:"Biomedical Data, Drug Discovery, Clinical Diagnostics, Decoding Human Genome, AI in Personalized Medicine, Disease-prevention Strategies, Big Data Analysis in Medicine",scope:"Bioinformatics aims to help understand the functioning of the mechanisms of living organisms through the construction and use of quantitative tools. The applications of this research cover many related fields, such as biotechnology and medicine, where, for example, Bioinformatics contributes to faster drug design, DNA analysis in forensics, and DNA sequence analysis in the field of personalized medicine. Personalized medicine is a type of medical care in which treatment is customized individually for each patient. Personalized medicine enables more effective therapy, reduces the costs of therapy and clinical trials, and also minimizes the risk of side effects. Nevertheless, advances in personalized medicine would not have been possible without bioinformatics, which can analyze the human genome and other vast amounts of biomedical data, especially in genetics. The rapid growth of information technology enabled the development of new tools to decode human genomes, large-scale studies of genetic variations and medical informatics. The considerable development of technology, including the computing power of computers, is also conducive to the development of bioinformatics, including personalized medicine. In an era of rapidly growing data volumes and ever lower costs of generating, storing and computing data, personalized medicine holds great promises. Modern computational methods used as bioinformatics tools can integrate multi-scale, multi-modal and longitudinal patient data to create even more effective and safer therapy and disease prevention methods. Main aspects of the topic are: Applying bioinformatics in drug discovery and development; Bioinformatics in clinical diagnostics (genetic variants that act as markers for a condition or a disease); Blockchain and Artificial Intelligence/Machine Learning in personalized medicine; Customize disease-prevention strategies in personalized medicine; Big data analysis in personalized medicine; Translating stratification algorithms into clinical practice of personalized medicine.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/7.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11403,editor:{id:"351533",title:"Dr.",name:"Slawomir",middleName:null,surname:"Wilczynski",slug:"slawomir-wilczynski",fullName:"Slawomir Wilczynski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035U1loQAC/Profile_Picture_1630074514792",biography:"Professor Sławomir Wilczyński, Head of the Chair of Department of Basic Biomedical Sciences, Faculty of Pharmaceutical Sciences, Medical University of Silesia in Katowice, Poland. His research interests are focused on modern imaging methods used in medicine and pharmacy, including in particular hyperspectral imaging, dynamic thermovision analysis, high-resolution ultrasound, as well as other techniques such as EPR, NMR and hemispheric directional reflectance. Author of over 100 scientific works, patents and industrial designs. Expert of the Polish National Center for Research and Development, Member of the Investment Committee in the Bridge Alfa NCBiR program, expert of the Polish Ministry of Funds and Regional Policy, Polish Medical Research Agency. 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