Square resistance and transmittance of WTF.
\\n\\n
Released this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\\n\\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\\n"}]',published:!0,mainMedia:{caption:"Highly Cited",originalUrl:"/media/original/117"}},components:[{type:"htmlEditorComponent",content:'IntechOpen is proud to announce that 191 of our authors have made the Clarivate™ Highly Cited Researchers List for 2020, ranking them among the top 1% most-cited.
\n\nThroughout the years, the list has named a total of 261 IntechOpen authors as Highly Cited. Of those researchers, 69 have been featured on the list multiple times.
\n\n\n\nReleased this past November, the list is based on data collected from the Web of Science and highlights some of the world’s most influential scientific minds by naming the researchers whose publications over the previous decade have included a high number of Highly Cited Papers placing them among the top 1% most-cited.
\n\nWe wish to congratulate all of the researchers named and especially our authors on this amazing accomplishment! We are happy and proud to share in their success!
Note: Edited in March 2021
\n'}],latestNews:[{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"},{slug:"intechopen-identified-as-one-of-the-most-significant-contributor-to-oa-book-growth-in-doab-20210809",title:"IntechOpen Identified as One of the Most Significant Contributors to OA Book Growth in DOAB"}]},book:{item:{type:"book",id:"6275",leadTitle:null,fullTitle:"Supercapacitors - Theoretical and Practical Solutions",title:"Supercapacitors",subtitle:"Theoretical and Practical Solutions",reviewType:"peer-reviewed",abstract:"This edited volume Supercapacitors: Theoretical and Practical Solutions is a collection of reviewed and relevant research chapters, offering a comprehensive overview of recent developments in the field of electronic devices and materials. The book comprises single chapters authored by various researchers and is edited by a group of experts. Each chapter is complete in itself but united under a common research study topic. This publication aims at providing a thorough overview of the latest research efforts by international authors on electronic devices and materials and opens new possible research paths for further novel developments.",isbn:"978-1-78923-353-7",printIsbn:"978-1-78923-352-0",pdfIsbn:"978-1-83881-372-7",doi:"10.5772/intechopen.69087",price:119,priceEur:129,priceUsd:155,slug:"supercapacitors-theoretical-and-practical-solutions",numberOfPages:166,isOpenForSubmission:!1,isInWos:1,isInBkci:!1,hash:"94a2398d62d5bcefd79ae73a0003ad7a",bookSignature:"Lionginas Liudvinavičius",publishedDate:"June 27th 2018",coverURL:"https://cdn.intechopen.com/books/images_new/6275.jpg",numberOfDownloads:10704,numberOfWosCitations:23,numberOfCrossrefCitations:24,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:48,numberOfDimensionsCitationsByBook:0,hasAltmetrics:0,numberOfTotalCitations:95,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"May 11th 2017",dateEndSecondStepPublish:"June 1st 2017",dateEndThirdStepPublish:"November 26th 2017",dateEndFourthStepPublish:"December 26th 2017",dateEndFifthStepPublish:"February 26th 2018",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"32614",title:"Dr.",name:"Lionginas",middleName:null,surname:"Liudvinavičius",slug:"lionginas-liudvinavicius",fullName:"Lionginas Liudvinavičius",profilePictureURL:"https://mts.intechopen.com/storage/users/32614/images/5340_n.jpg",biography:"Assoc. Prof. Dr. Lionginas Liudvinavičius received qualification of Electrics Engineer in Kaunas University Technology and studied in St. Petersburg Railway Institute (1970-1975). Received Ph.D. degree of Technical Sciences at Vilnius Gediminas Technical University (VGTU) in 2012 and title of Association Professor in 2016. Currently he is working at Department of Railway Transport of VGTU. From 1975 to 2000 he worked as head of various departments of Lithuanian Railways. Transport Minister awarded him 'Honored Railwayman Name” (1998) and the second grade awards for contribution to Lithuanian Railways (2010). He is reviewer for IEEE journals. He has authored/coauthored many papers in journals, conference proceedings and he is coauthor of study manuals. His research interests are Railway Electrification, Electric Traction, Modern Electric Drive parameters automatic control, Locomotive Traction Converters, Electrical Machinery, Theoretical and Practical Aspects of Use Electrodynamic Braking, Hybrids vehicles, Energy Saving and Storage Systems using Supercapacitors.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"1",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"740",title:"Electronic Devices and Materials",slug:"electronic-devices-and-materials"}],chapters:[{id:"58877",title:"Supercapacitor-Based Hybrid Energy Harvesting for Low-Voltage System",doi:"10.5772/intechopen.71565",slug:"supercapacitor-based-hybrid-energy-harvesting-for-low-voltage-system",totalDownloads:1148,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:"This research provides a platform for a novel innovative approach toward an off-grid energy harvesting system for Maglev VAWT. This stand-alone system can make a difference for using small-scale electronic devices. The configuration presents a 200 W 12 V 16 Pole AFPMSG attached to Maglev VAWT of 14.5 cm radius and 60 cm of height. The energy harvesting circuit shows better efficiency in charging battery in all aspects compared to direct charging of battery regardless with or without converter. Based on analysis and results carried out in this research, all feasibility studies and information are provided for the next barrier.",signatures:"MD Shahrukh Adnan Khan, Rajprasad Kumar Rajkumar, Wong Yee\nWan and Anas Syed",downloadPdfUrl:"/chapter/pdf-download/58877",previewPdfUrl:"/chapter/pdf-preview/58877",authors:[{id:"210576",title:"Dr.",name:"Md Shahrukh Adnan",surname:"Khan",slug:"md-shahrukh-adnan-khan",fullName:"Md Shahrukh Adnan Khan"},{id:"210579",title:"Dr.",name:"Rajprasad Kumar",surname:"Rajkumar",slug:"rajprasad-kumar-rajkumar",fullName:"Rajprasad Kumar Rajkumar"},{id:"224612",title:"Dr.",name:"Yee Wan",surname:"Wong",slug:"yee-wan-wong",fullName:"Yee Wan Wong"},{id:"224613",title:"Mr.",name:"Anas",surname:"Syed",slug:"anas-syed",fullName:"Anas Syed"}],corrections:null},{id:"58814",title:"Ionic Liquid for High Voltage Supercapacitor",doi:"10.5772/intechopen.73053",slug:"ionic-liquid-for-high-voltage-supercapacitor",totalDownloads:1683,totalCrossrefCites:1,totalDimensionsCites:2,hasAltmetrics:0,abstract:"Pure ionic liquids (ILs) and IL mixtures in organic solvents have been investigated for higher operating voltages around 3.0–4.0 V. ILs have design flexibility due to the numerous possible combinations of anions and cations. Current research on ILs as electrolytes has focused on several ILs, including imidazolium and pyrrolidinium. At early stages, various ILs have been studied as salts of electrolyte with organic solvents like acetonitrile and propylene carbonate. Neat ILs have been applied for high-performance electrolyte, and some of them have been used as electrolyte (1-ethyl 3-methylimidazolium tetrafluoroborate). These liquid electrolytes need additional encapsulation; therefore, SCs applied ILs face difficulty in integration and manufacturing flexible devices. These drawbacks can be solved by adopting a polymer electrolyte because the ILs maintain the conductivity even when solidified, unlike a typical organic electrolyte. Common polymer matrixes such as PVdF, PMMA, and PVA have been suggested to embed ILs. Poly(ionic liquid) (PIL) is also studied. PIL is a polymer electrolyte containing a polymer backbone and an IL species in the monomer repeat unit. PIL-based polymer electrolytes have high ionic conductivity, wide electrochemical windows, and high thermal stability.",signatures:"Jeeyoung Yoo",downloadPdfUrl:"/chapter/pdf-download/58814",previewPdfUrl:"/chapter/pdf-preview/58814",authors:[{id:"211423",title:"Dr.",name:"Jeeyoung",surname:"Yoo",slug:"jeeyoung-yoo",fullName:"Jeeyoung Yoo"}],corrections:null},{id:"56956",title:"Electrochemical Capacitor Performance: Influence of Aqueous Electrolytes",doi:"10.5772/intechopen.70694",slug:"electrochemical-capacitor-performance-influence-of-aqueous-electrolytes",totalDownloads:2066,totalCrossrefCites:16,totalDimensionsCites:32,hasAltmetrics:0,abstract:"Due to low energy characteristics such as energy density and cyclic life, it is mandatory to enhance the energy characteristics of the supercapacitors (ESs). Electrolytes have been recognized as the most prominent ingredients in electrochemical supercapacitor performance. Most commercially available ESs use organic electrolytes and have some advantage like wide operating voltage. However, compared with aqueous alternatives, organic electrolytes are expensive, flammable, and, in some cases, toxic. It is reliable to assert that even though aqueous electrolytes examined by a cramped working voltage, the ions present in them are yet capable of incredibly faster carrier rates than organic electrolytes and can achieve better performance of ESs. Thus, efforts turned toward enlarging the working voltage window of aqueous electrolytes to increase overall operating potential and energy density of supercapacitor devices. This book chapter comprises the latest accomplishments in this area and provides an insight into the aqueous electrolyte advancement.",signatures:"Rajendran Ramachandran and Fei Wang",downloadPdfUrl:"/chapter/pdf-download/56956",previewPdfUrl:"/chapter/pdf-preview/56956",authors:[{id:"212251",title:"Dr.",name:"Fei",surname:"Wang",slug:"fei-wang",fullName:"Fei Wang"},{id:"212284",title:"Dr.",name:"Rajendran",surname:"Ramachandran",slug:"rajendran-ramachandran",fullName:"Rajendran Ramachandran"}],corrections:null},{id:"57168",title:"Performance of Aqueous Ion Solution/Tube-Super Dielectric Material-Based Capacitors as a Function of Discharge Time",doi:"10.5772/intechopen.71003",slug:"performance-of-aqueous-ion-solution-tube-super-dielectric-material-based-capacitors-as-a-function-of",totalDownloads:1060,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:"The discharge time dependence of key parameters of electrostatic capacitors employing a dielectric composed of the oxide film formed on titanium via anodization, saturated with various aqueous ion solutions, that is tube-super dielectric materials (T-SDM), was thoroughly documented for the first time. The capacitance, dielectric constant, and energy density of novel paradigm supercapacitors (NPS) based on T-SDM saturated with various concentrations of NaNO3, NH4Cl, or KOH were all found to roll-off with decreasing discharge time in a fashion well described by simple power law relations. In contrast, power density, also well described by a simple power law, was found to increase with decreasing discharge time, in fact nearly reaching 100 W/cm3 for both 30 wt% KOH and NaNO3 solution-based capacitors at 0.01 s, excellent performance for pulsed power. For all capacitors, the dielectric constant was tested, which was greater than 105 for discharge times >0.01 s, confirming the materials are in fact T-SDM. The energy density for most of the capacitors was greater than 80 J/cm3 of dielectric at a discharge time of 100 s, once again demonstrating that these capacitors are competitive for energy storage not only with existing commercial supercapacitors but also with the best prototype carbon-based supercapacitors.",signatures:"Steven M. Lombardo and Jonathan Phillips",downloadPdfUrl:"/chapter/pdf-download/57168",previewPdfUrl:"/chapter/pdf-preview/57168",authors:[{id:"218394",title:"Prof.",name:"Jonathan",surname:"Phillips",slug:"jonathan-phillips",fullName:"Jonathan Phillips"},{id:"218396",title:"MSc.",name:"Steven",surname:"Lombardo",slug:"steven-lombardo",fullName:"Steven Lombardo"}],corrections:null},{id:"59872",title:"Enhancing Pseudocapacitive Process for Energy Storage Devices: Analyzing the Charge Transport Using Electro-kinetic Study and Numerical Modeling",doi:"10.5772/intechopen.73680",slug:"enhancing-pseudocapacitive-process-for-energy-storage-devices-analyzing-the-charge-transport-using-e",totalDownloads:1513,totalCrossrefCites:2,totalDimensionsCites:5,hasAltmetrics:0,abstract:"Supercapacitors are a class of energy storage devices that store energy by either ionic adsorption via an electrochemical double layer capacitive process or fast surface redox reaction via a pseudocapacitive process. Supercapacitors display fast charging and discharging performance and excellent chemical stability, which fill the gap between high energy density batteries and high-power-density electrostatic capacitors. In this book chapter, the authors have presented the current studies on improving the capacitive storage capacity of various electrode materials for supercapacitors, mainly focusing on the metal oxide electrode materials. In particular, the approaches that mathematically simulate the behavior of interaction between electrode materials and charge carriers subject to potentiodynamic conditions (e.g., cyclic voltammetry) have been described. These include a general relationship between current and voltage to describe overall electrokinetics during the charge transfer process and a more comprehensive numerical modeling that studies ionic transport and electrokinetics within a spherical solid particle. The two aforementioned types of mathematical analyses can provide fundamental understanding of the parameters governing the electrode reaction and mass transfer in the electrode material, and thus shed light on how to improve the storage capacity of supercapacitors.",signatures:"Fenghua Guo, Nivedita Gupta and Xiaowei Teng",downloadPdfUrl:"/chapter/pdf-download/59872",previewPdfUrl:"/chapter/pdf-preview/59872",authors:[{id:"24478",title:"Prof.",name:"Xiaowei",surname:"Teng",slug:"xiaowei-teng",fullName:"Xiaowei Teng"},{id:"240109",title:"Mr.",name:"Fenghua",surname:"Guo",slug:"fenghua-guo",fullName:"Fenghua Guo"},{id:"240110",title:"Prof.",name:"Nivedita",surname:"Gupta",slug:"nivedita-gupta",fullName:"Nivedita Gupta"}],corrections:null},{id:"58793",title:"Direct Laser Writing of Supercapacitors",doi:"10.5772/intechopen.73000",slug:"direct-laser-writing-of-supercapacitors",totalDownloads:1084,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"Direct laser writing is a single-step fabrication technique for the micro and nanostructures even below the sub-diffraction limits. In recent times, the technique is adapted to the fabrication of on-chip energy storages with additional features of flexibility and stretchability. The major category of the energy storages taken into consideration for laser writing belongs to the family of supercapacitors which is known for the high rate of charge transfer, longer life spans and lesser charging times in comparison with traditional batteries. The technology explores the possibilities of non-explosive all solid-state energy storage integration with portable and wearable applications. These features can enable the development of self-powered autonomous devices, vehicles and self-reliant infrastructures. In this chapter, we discuss the progress, challenges and perspectives of micro-supercapacitors fabricated using direct laser writing.",signatures:"Litty V. Thekkekara",downloadPdfUrl:"/chapter/pdf-download/58793",previewPdfUrl:"/chapter/pdf-preview/58793",authors:[{id:"227543",title:"Dr.",name:"Litty",surname:"Thekkekara",slug:"litty-thekkekara",fullName:"Litty Thekkekara"}],corrections:null},{id:"58845",title:"Toward High-Voltage/Energy Symmetric Supercapacitors via Interface Engineering",doi:"10.5772/intechopen.73131",slug:"toward-high-voltage-energy-symmetric-supercapacitors-via-interface-engineering",totalDownloads:1029,totalCrossrefCites:1,totalDimensionsCites:2,hasAltmetrics:0,abstract:"This chapter includes elaborately selected recent literatures on electrochemical energy storing in symmetric supercapacitors (SSCs) with high operating voltages (voltage >1.6 V) and high specific energy. SSCs are a typical sort of electrochemical capacitors with larger energy density than conventional capacitors; by involving electrode materials with stable interfaces (for instance, nitrogen-doped carbon materials) and electrolytes with wide safe potential window (for instance, ionic liquids), they can supply competitive energy relative to batteries. Fundamentals of SSCs are first introduced, aiming at clarifying some critical interfacial phenomena that are critical to enhance overall capacitive performance. State-of-the-art SSCs are included as demonstrations from the aspects of both enhanced capacitances and expanded voltages. We also provide a few feasible strategies for the design high-voltage/energy SSCs such as using inactive electrode materials.",signatures:"Yaqun Wang and Guoxin Zhang",downloadPdfUrl:"/chapter/pdf-download/58845",previewPdfUrl:"/chapter/pdf-preview/58845",authors:[{id:"228334",title:"Prof.",name:"Guoxin",surname:"Zhang",slug:"guoxin-zhang",fullName:"Guoxin Zhang"},{id:"228336",title:"Prof.",name:"Yaqun",surname:"Wang",slug:"yaqun-wang",fullName:"Yaqun Wang"}],corrections:null},{id:"60803",title:"Classical Density Functional Theory Insights for Supercapacitors",doi:"10.5772/intechopen.76339",slug:"classical-density-functional-theory-insights-for-supercapacitors",totalDownloads:1125,totalCrossrefCites:3,totalDimensionsCites:4,hasAltmetrics:0,abstract:"The most urgent issue for supercapacitor is to improve their energy density so that they can better compete with batteries. To design materials and interfaces for supercapacitor with higher energy density requires a deeper understanding of the factors and contributions affecting the total capacitance. In our recent works, the classical density functional theory (CDFT) was developed and applied to study the electrode/electrolyte interface behaviors, to understand capacitive energy storage. For porous electrode materials, we studied the pore size effect, curvature effect, and the surface modification of porous materials on the capacitance. Thought CDFT, we have found that the curvature effects on convex and concave EDLs are drastically different and that materials with extensive convex surfaces will lead to maximized capacitance; CDFT also predicts oscillatory variation of capacitance with pore size, but the oscillatory behavior is magnified as the curvature increases; an increase in the ionophobicity of the nanopores leads to a higher capacity for energy storage, and a pore-like impurity can enter the pore, makes the pore ionophobic and storage more energy. We also find the mixture effect, which makes more counterions pack on and more co-ions leave from the electrode surface, leads to an increase of the counterion density within the EDL and thus a larger capacitance.",signatures:"Cheng Lian and Honglai Liu",downloadPdfUrl:"/chapter/pdf-download/60803",previewPdfUrl:"/chapter/pdf-preview/60803",authors:[{id:"182639",title:"Dr.",name:"Honglai",surname:"Liu",slug:"honglai-liu",fullName:"Honglai Liu"},{id:"228687",title:"Dr.",name:"Cheng",surname:"Lian",slug:"cheng-lian",fullName:"Cheng Lian"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"3645",title:"Passive Microwave Components and Antennas",subtitle:null,isOpenForSubmission:!1,hash:null,slug:"passive-microwave-components-and-antennas",bookSignature:"Vitaliy Zhurbenko",coverURL:"https://cdn.intechopen.com/books/images_new/3645.jpg",editedByType:"Edited by",editors:[{id:"3721",title:"Prof.",name:"Vitaliy",surname:"Zhurbenko",slug:"vitaliy-zhurbenko",fullName:"Vitaliy Zhurbenko"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"253",title:"Organic Light Emitting Diode",subtitle:"Material, Process and Devices",isOpenForSubmission:!1,hash:"bf0742adef8e8ae73b12780081eeb1d7",slug:"organic-light-emitting-diode-material-process-and-devices",bookSignature:"Seung Hwan Ko",coverURL:"https://cdn.intechopen.com/books/images_new/253.jpg",editedByType:"Edited by",editors:[{id:"33170",title:"Prof.",name:"Seung Hwan",surname:"Ko",slug:"seung-hwan-ko",fullName:"Seung Hwan Ko"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3644",title:"Semiconductor Technologies",subtitle:null,isOpenForSubmission:!1,hash:null,slug:"semiconductor-technologies",bookSignature:"Jan Grym",coverURL:"https://cdn.intechopen.com/books/images_new/3644.jpg",editedByType:"Edited by",editors:[{id:"4283",title:"Ph.D.",name:"Jan",surname:"Grym",slug:"jan-grym",fullName:"Jan Grym"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6489",title:"Light-Emitting Diode",subtitle:"An Outlook On the Empirical Features and Its Recent Technological Advancements",isOpenForSubmission:!1,hash:"20818f168134f1af35547e807d839463",slug:"light-emitting-diode-an-outlook-on-the-empirical-features-and-its-recent-technological-advancements",bookSignature:"Jagannathan Thirumalai",coverURL:"https://cdn.intechopen.com/books/images_new/6489.jpg",editedByType:"Edited by",editors:[{id:"99242",title:"Prof.",name:"Jagannathan",surname:"Thirumalai",slug:"jagannathan-thirumalai",fullName:"Jagannathan Thirumalai"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7567",title:"Science, Technology and Advanced Application of Supercapacitors",subtitle:null,isOpenForSubmission:!1,hash:"6f3c82213ad65bc6260c0164da9319f4",slug:"science-technology-and-advanced-application-of-supercapacitors",bookSignature:"Takaya Sato",coverURL:"https://cdn.intechopen.com/books/images_new/7567.jpg",editedByType:"Edited by",editors:[{id:"51962",title:"Prof.",name:"Takaya",surname:"Sato",slug:"takaya-sato",fullName:"Takaya Sato"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6509",title:"Energy Harvesting",subtitle:null,isOpenForSubmission:!1,hash:"9665f0b76c3e7d51613f12f86efc3767",slug:"energy-harvesting",bookSignature:"Reccab Manyala",coverURL:"https://cdn.intechopen.com/books/images_new/6509.jpg",editedByType:"Edited by",editors:[{id:"12002",title:"Associate Prof.",name:"Reccab",surname:"Manyala",slug:"reccab-manyala",fullName:"Reccab Manyala"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8724",title:"Gas Sensors",subtitle:null,isOpenForSubmission:!1,hash:"bc4be4b954b559709aaace45f70adcd0",slug:"gas-sensors",bookSignature:"Sher Bahadar Khan, Abdullah M. 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Traditional fuels are not only facing depletion of reserves but also causing serious air pollution and endangering human health. Comfortable, fresh, green, and pollution-free living environment has become the urgent need of humans [1, 2, 3, 4, 5]. Now energy problem and environmental protection have become two important issues in the world. With the rapid development of portable electronic equipment and transportation tools, many countries have devoted a lot of human and material resources to the development of high-performance energy storage devices [6, 7, 8, 9, 10, 11, 12] with low consumption and that are pollution-free.
\nThin film devices have so many functions which can be conductive, magnetic, luminous, catalytic, antibacterial, sound insulated, and flame retardant and other characteristics after compounding with different functional materials that are widely used in antistatic packaging materials, electromagnetic shielding materials, new energy and electrochemical materials, heating materials, and sensing and braking materials [13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28] and other fields. For example, transparent conductive film has been extensively used in flat panel displays, solar cells, and touch panels and other fields because of its conductive and light transmission characteristics [29, 30, 31]. However, commercial thin film devices which are widely used nowadays have high cost and poor bending resistance, so it is necessary to create new thin film devices.
\nIt has been 20 years after the discovery of carbon nanotubes (CNTs) by Japanese scientist Iijima in 1991 [32]. CNTs have become a hot carbon material for researchers to explore and develop its wider range of properties and applications actively. It is found that CNTs are one-dimensional materials with seamless, hollow, and single-walled or multi-walled tubular structures and curled by graphite [33, 34, 35, 36, 37, 38, 39, 40]. CNTs have excellent electrical and mechanical properties, high aspect ratio, and good lithium insertion performance. Carbon nanomaterial-based transparent conductive films have good electrical conductivity, outstanding chemical stability [27, 29, 41, 42, 43, 44], good substrate adhesion, and excellent mechanical flexibility and can be produced in large quantities and suitable for continuous filmmaking, which make CNTs occupy an important position in the field of new thin film devices, especially in the field of flexible transparent conductive films. And CNTs were also the earliest carbon nanomaterials [30, 37, 45, 46, 47, 48] used to study transparent conductive films. Nowadays, the commercial production of CNTs has been very perfect. But CNTs are nanoscale materials, with large specific surface area and high surface energy, so CNTs show significant agglomeration effect. In addition, CNTs are one-dimensional fibrous nanomaterials with large length/diameter ratio, which makes CNTs have intertwined and binding properties similar to that of fibers. The interaction of the two properties makes CNTs form stable aggregates, affecting their further commercialized application [47, 49]. In order to solve this problem, researchers have searched for many methods of decentralization. Physical dispersion methods include grinding, ball milling, ultrasonic oscillation, high-speed shearing, and so on [37, 38, 48, 49, 50]. Chemical dispersion methods include washing with strong acid and strong base and adding surfactant dispersant [51, 52, 53, 54]. However, all the dispersion methods have their limitations, so it is difficult to obtain a stable carbon nanotube dispersion solution. Therefore, it is necessary to develop better dispersion methods or to make a kind of easily dispersed carbon nanotubes for better application in the development of thin film devices.
\nIn this work, we have created a method for manufacturing carbon nanotubes which can be dispersed easily (WhiskerCNT). Carbon nanotube transparent conductive film (WTF), flexible porous carbon nanotubes films (FWFs), and active conductive film fabricated by WhiskerCNT have good physical and chemical properties.
\nBenzene was used as carbon source. Ferrocene was used as catalyst, and thiophene was added into benzene to stir evenly. The input rate of raw materials is controlled by a micro pump. The carrier gas was composed of hydrogen and argon, and the gas flow velocity was controlled by a mass flowmeter. The reaction was carried out in a vertical furnace, and the preparation was carried out at a certain temperature gradient (the detailed production process is described in the corresponding patent of our research group). The purity of WhiskerCNT obtained by preliminary production is 95–97%, and further graphitization is needed to improve the purity.
\nWhiskerCNT was placed in a graphitizing furnace, and high purity argon was introduced as a protective gas after vacuum extraction. When the furnace is cooled, WhiskerCNT can be removed. Then the purity can be over 99.6%.
\n\nFigure 1 is the morphological characterization of graphitized WhiskerCNT. WhiskerCNT is linear tubular structures with relatively small transverse lengths and large aspect ratios, and it is mainly distributed in a straight line, which makes the chances of bending and winding between WhiskerCNT and pipes small and easy to disperse (Figure 1a). WhiskerCNT diameter is about 50 nm. The nanotubes have a thin cavity in the middle. The layered structure of the tube wall is clear and orderly (Figure 1b), and the interval is 0.338 nm by calculating wall thickness and stories.
\nMorphological characterization of graphitized WhiskerCNT: (a) SEM and (b) TEM.
\nFigure 2 is the characterization of graphitized WhiskerCNT. The sharp diffraction peaks of graphitized WhiskerCNT show that WhiskerCNTs have high crystallinity (Figure 2a). The D peak of Raman pattern is very low, indicating that WhiskerCNTs have a complete structure and an orderly arrangement (Figure 2b). The G peak is sharp, and the IG/ID is up to 16.95, which proves that WhiskerCNT has high graphitization degree and high purity.
\nXRD pattern (a) and Raman pattern (b) of graphitized WhiskerCNT.
The WhiskerCNT and graphitized WhiskerCNT were milled 2 h in a ball mill (200 r/min) to obtain fine powders. Two kinds of conductive fluids were prepared by adding the ball-milled WhiskerCNT (1 wt%) to ethanol with TNADIS (0.05 wt%) and ultrasonic treating for 30 min and high-speed shearing for 1 h. The two conductive fluids were coated on the transparent PET film by spin coating. After spin coating for 1, 2, and 3 min separately, they were put into a vacuum drying box to dry.
\nIt is found from Table 1 that the transmittance of the two films is similar, while the conductivity of G-WhiskerCNT WTF is stronger under the same spin coating time. With the increase of spin coating time, the transmittance of both films decreased, because WhiskerCNT gradually formed a continuous and dense network of electronic transmission paths from discontinuous interconnection (Figure 3).
\n\n | Item | \n1 min | \n2 min | \n3 min | \n
---|---|---|---|---|
WhiskerCNT | \nSquare resistance (kΩ/sq) | \n103.3 | \n10.6 | \n3.7 | \n
Transmittance (%) | \n68.30 | \n57.90 | \n52.80 | \n|
G-WhiskerCNT | \nSquare resistance (kΩ/sq) | \n53.6 | \n2.8 | \n0.34 | \n
\n | Transmittance (%) | \n68.90 | \n58.10 | \n53.30 | \n
Square resistance and transmittance of WTF.
SEM pattern of WTF. WhiskerCNT (a)–(c), graphitization WhiskerCNT (d)–(f).
In order to improve the electrochemical performance of lithium-ion batteries, a kind of flexible porous carbon nanotube films (FWFs) compounded of WhiskerCNT and cellulose fiber was prepared by process similar to papermaking method.
\nGraphitized MWCNT powder was dispersed in deionized water by sonication for 2 h and followed by high-speed shearing for 2 h with an addition of sodium dodecylsulfate (SDS) as a surfactant. Cellulose pulp was prepared by immersing softwood pulp into deionized water and followed by high-speed shearing for 3 h. The MWCNT dispersion liquid and the cellulose pulp were mixed by high-shear emulsifier to form suspension for 3 h. The suspension liquid of cellulose and MWCNT pulp was infiltrated by vacuum filtration. A randomly interwoven fiber mat was obtained. The host was rolled and tailored for the activated materials.
\n\nFigure 4(a) showed the SEM image of top surface of FWF with a random-in-plane weblike network structure. FWF host demonstrated homogenous incorporation of WhiskerCNT in the cellulose fiber network. Figure 4(c) showed the cross-sectional image of FWF. The figures clearly displayed porous network structure which provided sufficient void space for loading a large amount of active substance and accommodating the volume expansion of active substance during cycles. The coarse surface and interconnected channel permit good penetration of the electrolyte and active substance. WhiskerCNT is uniformly dispersed and attached on paper fiber (Figure 4b). A good three-dimensional conductive network was constructed with cellulose fiber as the framework and MWCNT as conductors. WhiskerCNTs have smaller nanostructures, so they fill, adsorb, and agglomerate on the surface of paper fibers and in the gap between paper fibers, acting as the carrier of paper fiber connection. FWF exhibited porous, flexible, and high specific surface area. Pore size distribution of FWF is shown in Figure 4(d). From the picture, we can see the host has big porosity. The special surface area of FWF reached 25.6 m2/g.
\nSEM of FWF (a), (b). TEM of FWF (c). BET of FWF (d).
After milling WhiskerCNT, SDS (CNTs:SDS = 90 wt%:10 wt%) and NMP solvents were added and followed by high-speed shearing for 4 hours. The WhiskerCNTs were dispersed fully and prepared into 5% solid content WhiskerCNT dispersion solution. In the proportion of LNCM:WhiskerCNT:PVDF = 90 wt%:5 wt%:5 wt%:5 wt%, ternary cathode active materials were prepared, in which WhiskerCNT came from the preceding configuration of carbon nanotube dispersion. The cathode slurry was prepared by placing the prepared material in a sealed test tube, adding an appropriate amount of NMP, ultrasonic treating for 0.5 h, and shearing for 0.5 h at a high speed of 10,000 r/min. The cathode paste was divided into two equal parts, coated on aluminum foil and FWF, and dried at 60C. In the vacuum glove box, two kinds of electrode plates were assembled into a button cell, and the electrochemical performance of the cell was tested.
\nAluminum foil and FWF were coated with LNCM paste to assemble the battery and test the electrochemical performance of the battery. Figure 5 is a comparison of the first charge of lithium-ion batteries with two different collectors at a discharge voltage of 2.0–4.5 V at 0.1C. Among them, the first discharge-specific capacity of ternary/FWF electrode (a) is 184 mAh/g, and the first discharge-specific capacity of ternary/aluminum foil electrode (b) is 178 mAh/g. (a) relative to (b) the specific capacity increased by 3.3%. It shows that FWF instead of aluminum foil is the collector and has a certain specific capacity improvement effect at low magnification.
\nFirst charge/discharge curves of two kinds of different collector electrodes.
The SEM of Figure 6 shows the microcosmic situation of three yuan doped with 5% CNTs. It is observed that the ternary spherical particles are completely coated by Whisker CNT and even stacked in some places. WhiskerCNTs are one-dimensional carbon nanomaterials with large aspect ratio, as shown in Figure 6. As a conductive agent, a three-dimensional space conductive network system is formed by interpolating and overlapping the carbon tube with the carbon tube. At the same time, the three-dimensional network is distributed among the ternary particles, conducting the electronic transmission between the ternary particles and the particles. Compared with the traditional super carbon black (SP), the way of conducting carbon nanotubes is extremely efficient. At the same time, the carbon nanotubes were duplicated in the experiment, the utilization rate was not maximized, and the content of carbon nanotubes could be reduced to reduce the cost. At the same time, it was found that the ternary cathode material on the ternary/aluminum foil electrode was easy to detach, while the ternary/FWF electrode was tightly bonded and difficult to separate. It shows that three yuan/FWF is more solid than three yuan/aluminum foils and the two composite effects are better. The reason is that the surface of aluminum foil is smooth, and the internal pores of conductive paper are abundant, and the adsorption is strong, so the ternary material after coating penetrates into the interior of conductive paper and bonds closely with conductive paper, while the aluminum foil can only be attached to the surface.
\nSEM images of ternary cathode material doped with 5 wt% CNTs.
\nFigure 7 is the micrograph of ternary/aluminum foil electrode and ternary/FWF electrode. The reason why FWF is better than aluminum foil is analyzed. It can be seen from the observation (a) that, because the aluminum foil is smooth and flat, the ternary coating on the aluminum foil contacts in the form of point to face, (a) fully showing that there is a large gap between the two interfaces due to this factor. In Figure 7(b) FWF, because of its uneven internal structure and rich pores, ternary materials penetrate into the interior of conductive paper, and ternary materials and conductive paper are closely combined. Therefore, the interfacial gap between ternary and FWF is basically absent in Figure 7(b), showing a good interfacial bonding effect. Because of the advantages of interface performance, the three-element/FWF electrode has better electrochemical performance at low magnification.
\n(a) SEM image of NCM/aluminum foil electrode and (b) SEM image of NCM/FWF.
The first 28 cycles of the 2 electrodes showed that the capacity retention rate of ternary/FWF electrode was 94% and that of ternary/aluminum foil electrode was 94% at 0.1C. But the curve in Figure 8 shows that the specific capacity of the ternary/conductive paper electrode is higher than that of the ternary/aluminum foil electrode at a small rate, indicating that the specific capacity of the battery has been improved when FWF is used as a collector (the same information is shown in Figure 5).
\nComparison of the two kinds of electrode’s rate performance. NCM + FWF (a) and NCM + Al (b).
The ratio performance diagram of ternary/FWF electrode is shown on the left and the ratio performance diagram of ternary/aluminum foil electrode on the right. At 0.1, 0.5, 1, 2, and 0.1C discharge, the specific capacities of ternary/FWF electrodes are 184, 155, 120, 120, and 160 mAh/g, and the specific capacities of ternary/aluminum foil electrodes are 178, 154, 138, 121, and 165 mAh/g. The specific capacity of ternary/FWF electrode was 184 mAh/g at 0.1C low rate, while that of ternary/aluminum foil electrode was 178 mAh/g. However, at 1C and 2C high rate, the specific capacities of the ternary/conductive paper electrodes decreased to about 120 and 120 mAh/g, and the specific capacities of the ternary/aluminum foil electrodes remained good and tended to be stable at about 138 and 121 mAh/g. It shows that ternary/FWF is better than ternary/aluminum foil electrode at low magnification, but there are some shortcomings at high magnification. The reason is that FWF becomes looser and decomposed after a long time of electrolyte infiltration in the late period of each rate discharge, resulting in the increase of resistance of electronic transmission channel and the decrease of capacity. During the discharge of 1C and 2C, it was suspended for 1 minute. Because of the looseness and micro-elasticity of the FWF, the specific capacity of the battery was temporarily increased and then began to decay after a short recovery period of 1 minute, so the discharge of 2C reached 1C mode again, showing the phenomenon that the specific capacity of 2C was higher than that of 1C in the later period.
\n\nFigure 9 shows the impedance spectrum comparison of the two electrodes. The starting point of high-frequency region and the intersection point of real axis are the resistance in solution (Rs), the semicircle in intermediate frequency region is the charge transfer resistance (Rct) between SEI film and solid electrode, and the line in low frequency region is the diffusion resistance Zw of lithium ion in solid electrode material. It can be seen from observation that the Rs of the two batteries is basically the same. The Rct of ternary/FWF electrode is 175 and that of ternary/aluminum foil electrode is 275, indicating that FWF instead of aluminum foil as collector has a smaller charge transfer resistance, which is conducive to improving the electron migration rate and reaction depth during charging and discharging.
\nImpedance spectra of NCM/conductive paper electrode and NCM/aluminum foil electrode.
Graphitization treatment can improve the defects of carbon nanotubes, increase the degree of graphitization of carbon nanotubes, and make the arrangement of carbon atoms more orderly, which are conducive to the follow-up application. The initial specific capacity of ternary/FWF electrode is 184 mAh/g and that of ternary/aluminum foil electrode is 178 mAh/g at 0.1C, which is 3% higher than that of aluminum foil electrode. After 28 cycles, the capacity retention rate is above 94%. At 1C and 2C high rate discharge, the specific capacities of ternary/FWF electrodes are 120 and 120 mAh/g and that of ternary/aluminum foil electrodes are 138 and 121 mAh/g. In contrast, the ternary/FWF electrodes have a greater attenuation because of the decomposition and shedding of FWF at the later stage, which needs to be solved. When FWF replaces aluminum foil as collector, the ternary/aluminum foil electrode Rct is 275, and the ternary/FWF electrode Rct is 175, which decreases by 36%, indicating that the impedance of the battery has been significantly improved. FWF instead of aluminum foil as collector has better interfacial performance; it makes ternary materials and collector substrate bond more closely, reduces the internal impedance of the battery, increases the specific capacity of ternary materials, and maintains better cycle performance, but the high rate performance needs to be improved.
\nWhiskerCNT powders and hollow silicon were mixed and then were dispersed by sonication and high-speed cutting in distilled water for 2 h, respectively. The dispersant of polyvinylpyrrolidone (PVP) was added to improve the dispersion performance. The slurry of hollow silicon and WhiskerCNT was coated on the FWF.
\nCR2025 coin-type cells were assembled in an Ar-filled glove box with a metallic lithium foil as the counter electrode. The electrochemical performance was tested by a cell tester with 1 M LiPF6 in a mixture of ethylene carbonate (EC) and diethyl carbonate (DEC) as electrolyte.
\nIn Figure 10a, it can be observed that the distribution of hollow silicon is chaotic and disordered, and get agglomeration phenomenon. While there is a different situation in Figure 10b, hollow Si can embed into micropores of FWF evenly. Micron-sized hollow silicon is evenly dispersed in the high-porosity grid consisted by WhiskerCNT and fiber, forming a similar coating effect (Figure 10c), which solves the problem of nonconductivity of Si and increases the storage channel of Li+. The active material can be well penetrated into the layered porous structure of FWF. At the same time, the WhiskerCNTs in active materials and in FWF are well connected, which makes the interface resistance to decrease, the electron transfer channel to increase, and the cell polarization effect to decrease, thus increasing the utilization rate of active materials. Si hollow microspheres are wrapped in layers by WhiskerCNT (Figure 10d), which can accommodate and buffer the volume expansion of Si. Moreover, FWF adsorbs the active material well so that active material is hard to crack or be separated from the current collector.
\nSEM image of hollow Si-doped MWCNT compound material coated on copper foil (a), conductive paper (b, c), and its sectional drawing (d).
As shown in Figure 11, the first battery constant current discharge of 0.01 V, observed in the first discharge process to the long platform that disappeared in the subsequent cycle, corresponding to the SEI film, is achieved by irreversible reaction, which leads to the low efficiency of Coulomb in the loss rate and charging capacity. The copper collector silicon lithium-ion battery (CLIB) at a current density of 0.02C, has an initial discharge capacity of 869 mAh/g, and Kulun for the first time efficiency is 38%. The second discharge reduced to 364 mAh/g, from the beginning of the battery capacity little attenuation, Kulun time efficiency was between 86 and 89%. The more stable cycle performance is attributed to the large volume change of the hollow silicon, which does not break, and the rapid diffusion of lithium ion in the hollow structure silicon. Even so, the volume change of silicon in the process of intercalation and debinding will lead to mutual extrusion and detachment between silicon particles. After repeated expansion and contraction, some silicon will even fall off from the copper foil collector. FWF collector for silicon-based lithium-ion battery (FCLIB) has an initial discharge capacity of 2168 mAh/g, and Kulun for the first time efficiency is 61.5%. The second discharge capacity is 1335 mAh/g, also from the second charge discharge start battery rapidly stable than capacity little attenuation, Kulun time efficiency are close to 100%, and cycle the 30 time was 1300 mAh/g, showed excellent discharge performance (Figure 12).
\nCharging-discharging curve of CLIB (a) and FCLIB (b).
Cyclic performance diagram of conductive paper battery under different current densities.
Under the current of 0.25C, PCLIB decreased continuously in the first eight times and then slowly reached 1150 mAh/g. When the small current density cycle is recovered, the specific capacity of CPLIB can be recovered to the original level. As figure PCLIB first circulated at the 2C current density for 30 times, it recovered to the 0.25C current, and the specific capacity recovered. This data shows the ability of PCLIB to maintain good specific capacity after repeated high current impact, long service life, and excellent cycling performance (Figure 13).
\nEIS test diagram of conductive paper battery: predischarge (a) and after 30 cycles (b).
To better understand the volume change and the stability of SEI layer, the impedance analysis was performed. As shown in the picture, the contact resistance of the PSiLIB interface decreases significantly after the cycle. This is because the contact interface between active material and the collector will form a contact interface, which will cause greater resistance. As the reaction proceeds, the material will penetrate or compound to each other, and the contact surface will decrease or form the transition layer. The interaction of FWF with the WhiskerCNT in the active material enhances the conductivity of the active material and makes the resistance of the electrode smaller. In addition, the layered porous structure of CNT has the ability to adsorb and store the electrolyte stronger than the copper foil, which can make the reaction more complete and thorough.
\nIn the summary, FWF was used as host of hollow Si for high-performance Li-ion battery. FWF has a porous structure and interconnected channel and exhibited high conduction and high absorption of electrolyte. Hollow Si penetrated into the network of FWF and achieved a low interface resistance which contributed to the high rate performance of the battery. FWF with interconnected channel can absorb an amount of electrolyte and accommodate the volume expansion of hollow silicon to prevent the cracking and pulverization of hollow silicon in cycles. All those help to enhance electrochemical performance of FWF electrode. The good cycle performance was ascribed to the accommodation and buffering effect of FWF to huge volume expansion of silicon during cycles. Therefore, it was believed that FWF has a useful application prospect as current collector for high-performance silicon-based lithium-ion batteries.
\nIn order to further improve the functionality and practicability of FWF, we used aramid fibers instead of paper fibers to make flexible porous WhiskerCNT films with ultrahigh strength and toughness (SFWF), polyimide fiber to make flexible porous WhiskerCNT films with high thermal conductivity (TFWF), and hydroxyapatite nanowires to make environmentally friendly multifunctional flexible porous WhiskerCNT films (EFWF).
\nAramid fiber has excellent properties such as ultrahigh strength, high modulus, and high temperature resistance, acid and alkali resistance, and aging resistance, and insulation and has lightweight property, long life cycle, and so on. Its strength is 5–6 times that of steel wires, its toughness is 2 times that of steel wire, and its weight is only about 1/5 of that of steel wire. So it has been applied to many fields such as bulletproof products, special protective clothing, and so on. While SFWF produced by aramid fiber also has high strength, high toughness, and other properties by different kinds of performance testing. TFWF has higher thermal conductivity than FWF. Similarly, EFWF hydroxyapatite nanowires have high temperature resistance, corrosion resistance, and fire resistance and are an environmentally friendly and biocompatible material, because hydroxyapatite is the main inorganic component of vertebrate bones and teeth. Therefore, EFWF has wider application fields. The above three thin film devices have completed the preliminary performance testing, and further electrochemical performance testing needs to be carried out.
\nIn summary, we reported our study of transparent conductive thin films and FWF for lithium-ion battery applications. It has great potential application value for lithium-ion battery, energy storage equipment, and other fields. Meanwhile, TFWF and EFWF have better physical and chemical properties than FWF. And we believe they have better application prospects.
\nDoxorubicin (DOX), an anthracycline antibiotic produced by the fungus Streptomyces peucetius, has been proved to be one of the most effective drugs for the treatment of solid tumor and haemotological malignancies. However, the clinical use of DOX is limited by potential dose-dependent cardiotoxicity. Incidences of progressive congestive heart failure were approximately 5, 16, 26 and 48% in patients who had received a cumulative dose of 400, 500, 550 and 700 mg/m2 of DOX, respectively [1]. DOX-induced cardiotoxicity can be acute or chronic. Acute DOX cardiotoxicity occurs within several days after administration of the drug, while chronic DOX cardiotoxicity takes place months or even years after use of DOX [2]. However, the biological mechanisms underlying DOX cardiotoxicity is not fully understood, although multiple factors have been suggested. As a consequence, no efficacious therapeutic strategies are available to cure DOX cardiotoxicity. Therefore, the prevention of DOX cardiotoxicity is crucial for cancer patients. Currently, several pharmaceutical strategies have been used or tested clinically to prevent DOX cardiotoxicity. In addition, a number of nonpharmacological strategies have shown promising results in preclinical studies. To accomplish more successful prevention or intervention of DOX cardiotoxicity, efforts should be exerted on identification of the susceptible population on the basis of genetic variants or early diagnosis of this disease taking advantage of biomarkers. In this chapter, we first describe morphological and functional characteristics of the heart in DOX cardiotoxicity. We then update the findings regarding molecular biology of DOX cardiotoxicity. Finally, we introduce several promising pharmacological strategies and lifestyle modifications for the prevention of DOX cardiotoxicity.
\nThe earliest alteration of the heart in DOX cardiotoxicity is calpain-dependent degradation of a giant cardiac structural protein titin, which may predispose the heart to diastolic dysfunction [3]. Histological changes include cardiomyocyte vacuolar degeneration and myofibrillar disarray [4]. In addition, fibrosis is markedly increased in both interstitial area of myocardium and perivascular area in animal models of chronic DOX-induced cardiotoxicity [5]. At the ultrastructural level, DOX-induced cardiac damage is characterized by dilatation of sarcoplasmic reticulum, loss of the Z-band, myofibrillar dropout, marked accumulation of cytoplasmic vacuoles, damaged mitochondria, and increased numbers of autophagic vacuoles [6, 7]. These changes result in cardiomyocyte dysfunction and cell death via necrosis or apoptosis. Cell death and fibrosis lead to compromised cardiac function in DOX-induced cardiomyopathy. DOX cardiotoxicity can be diagnosed if the patients receiving DOX treatment show signs and symptoms of congestive heart failure. However, DOX cardiotoxicity is usually diagnosed on the basis of left ventricular cardiac function. Three types of criteria are widely used to diagnose DOX cardiotoxicity: (i) the left ventricular ejection fraction (LVEF) is reduced by 20% to a value >50%, (ii) the LVEF is reduced by 10% to a value <50%, and (iii) the LVEF is reduced by >10 points to a value <50% [8].
\nThe cause of DOX cardiotoxicity is multifactorial, and the precise mechanisms remain to be elucidated. Here, we describe the major mechanisms that have been suggested to contribute to DOX cardiotoxicity. It should be pointed out that the mechanisms are not mutually exclusive. As a matter of fact, most of the factors are interconnected with each other.
\nOxidative stress, caused by enhanced intracellular levels of reactive oxygen species (ROS), has long been believed to be the major mediator of DOX cardiotoxicity. The major types of ROS include superoxide radical (O2−), hydrogen peroxide (H2O2), and hydroxyl free radical (HO) [9]. ROS is mainly generated through redox cycling in mitochondria [9]. However, ROS is also produced outside mitochondria by activation of pro-oxidant enzymes such as NADPH oxidase and xanthine oxidases [10]. Low level of ROS functions as signaling molecules and cell defense system. The cells have efficient antioxidant defense system to eliminate overproduced ROS and maintain ROS to physiological levels [11]. However, if the balance between ROS production and antioxidant system is disrupted in favor of ROS production, then oxidative stress occurs, which triggers a number of deleterious events including DNA damage, mitochondrial dysfunction, cell death, disrupted cellular calcium homeostasis, attenuated protein synthesis, defect in protein quality control, and mitochondrial quality control [12]. After DOX treatment, DOX is preferentially accumulated in mitochondria. As a potent electron acceptor, DOX promotes ROS generation and damages the activities of antioxidant enzymes, shifting the balance between pro-oxidant and antioxidant to the former, leading to elevated ROS levels. Excessive ROS is capable of damaging mitochondria, which in turn, produces more ROS, forming a vicious cycle called ROS-induced ROS release [13]. Given that the cardiomyoyctes are exceptionally rich in mitochondria, DOX is especially harmful to the heart. At the molecular level, the harmful effects of DOX-induced ROS are exerted primarily by its direct damage to mitochondrial genome, RNA, proteins and lipids [12]. In addition, enhanced ROS also participates in cellular signaling involved in detrimental events such as DNA damage and cell death [14].
\nFollowing DOX administration, DOX cardiotoxicity occurs through iron accumulation in mitochondria. Cardiac specific over-expression of ABCB8, a mitochondrial inner membrane protein involved in iron export, reduced iron accumulation in mitochondria and mitigated DOX cardiotoxicity [15]. Dexrazoxane, a drug approved by FDA to prevent DOX cardiotoxicity, decreased iron accumulation and ameliorate DOX-induced cardiac injuries in mice. In addition, patients with DOX cardiotoxicity showed higher levels of mitochondrial iron compared with patients with other types of cardiomyopathy or patients with normal cardiac function [15]. These studies provide convincing evidences demonstrating that iron accumulation is one of the major mechanisms involved in DOX cardiotoxicity. However, the underlying mechanisms that iron overload causes DOX cardiotoxicity remain to be clarified. Although several lines of evidences point to enhanced ROS generation by iron accumulation, a number of antioxidants fail to protect DOX cardiotoxicity in clinical settings, suggesting that other unidentified mechanisms are responsible for iron accumulation-mediated cardiac damage in DOX cardiotoxicity [16].
\nType II topoisomerases (Top II) is an enzyme that generates DNA double-strand breaks, which is crucial to control the conformational changes of DNA and the entire chromosome. Mammalian cells consist of two types of Top II isoenzymes, Top IIα and Top IIβ. Top IIα is only expressed in proliferating cells, while Top-IIβ is ubiquitously expressed including postmitotic cells such as adult cardiomyocytes [17]. The antitumor activity of DOX is achieved through the formation of Top II-DOX-DNA ternary complex (also called the cleavage complex), which increases Top II-DNA complexes and consequent DNA double-strand breaks [17]. In cardiomyocyte, Top IIβ is targeted by DOX, and the increased Top IIβ DNA cleavage complex induces DNA damage, which in turn, leads to cell death. Cardiomyocyte-specific depletion of Top IIβ conferred protection against DOX-induced DNA double-strand breaks, transcriptome changes, and heart failure [18, 19]. These data suggest that Top IIβ in cardiomyocytes plays a major role in mediating DOX-induced cardiotoxicity.
\nMacroautophagy (hereafter referred to as autophagy) is a conserved pathway delivering cytoplasmic contents to lysosome for degradation and recycling [20]. Basal level of autophagy in the heart plays an essential role in the maintenance of cardiac structure and function by removing damaged protein and organelles such as mitochondria [21]. Autophagy can be either activated or suppressed in pathological conditions [22]. The significance of autophagy activation can be either beneficial or detrimental depending upon pathological settings [22]. Recent studies have shown that autophagy is dysregulated after DOX treatment in animals. However, it is controversial whether autophagy is activated or suppressed. There are studies showing that DOX treatment activates autophagy in the heart or cardiomyocytes [23, 24, 25, 26], while others have shown conflicting results [7, 27, 28, 29, 30]. Moreover, the significance of autophagy in DOX cardiotoxicity is still on debate. Some data are in favor of beneficial effects of autophagy in DOX cardiotoxicity [23, 24, 25, 26], while others argue against it [27, 28, 29, 30]. The discrepancies may be caused by the difference in animal species, cell types, methods monitoring autophagy, means of drug administration, and dosage and duration of the drug used in these studies. More recently, we and others have shown that DOX treatment stimulated autophagy initiation, while suppressed multiple subsequent steps including autophagosome formation, autophagosome maturation and lysosomal degradation [7, 27, 29, 30]. As a consequence, the autophagic flux was attenuated in DOX-induced cardiotoxicity. Inhibition of autophagic flux using UVRAG-deficient mice exacerbated DOX-induced cardiotoxicity [30]. Conversely, enhancement of autophagic flux mitigated DOX cardiotoxicity [27, 29, 30]. In addition, suppression of autophagy initiation using
Mitochondria are the organelle that produces ATP, which plays an essential role in cell survival. Mitochondria are the major source of free radicals and as a consequence are vulnerable to damage caused by oxidative stress. It has been demonstrated that mitochondrial dysfunction is one of the mechanisms of DOX cardiotoxicity [12]. Under physiological conditions, mitochondrial quality is controlled by mitochondrial quality control system, which includes selective elimination of mitochondria by autophagy (also called mitophagy), mitochondrial biogenesis, and mitochondrial dynamics including mitochondrial fusion and fission [31].
\nPink1-Parkin-mediated mitophagy is the most well-studied mechanism for mitophagy. Pink 1 is a serine/threonine kinase, which is normally localized in the inner membrane of mitochondria (IMM). However, in depolarized mitochondria, Pink 1 is unable to be translocated to IMM and is retained on the outer membrane of mitochondria (OMM), where Pink-1 undergoes autophosphorylation and is activated. The activated Pink-1 then recruits parkin, a cytosolic E3 ligase to the OMM. Parkin ubiquitinates the substrate proteins localized on the OMM and facilitates degradation of mitochondria by autophagy [32, 33]. DOX treatment has been shown to suppress Pink 1 and Parkin expression [34]. In addition, DOX enhances p53 expression, which promotes its interaction with Parkin and prevents Parkin translocation from cytoplasm to mitochondria [35]. Moreover, as aforementioned, DOX inhibits autophagic flux in the heart at multiple steps, which also attenuates mitochondrial degradation [7, 27, 29, 30]. Therefore, DOX treatment suppresses Pink 1-Parkin-mediated autophagy in the heart and promotes accumulation of damaged mitochondria. In addition to Pink 1-Parkin-meidated mitophagy, other mitochondria-localized proteins such as Nix, Bnip3, FUNDC1, and cardiolipin have been shown to interact with LC3 or LC3 homologs to mediate mitophagy [33]. However, the significance of Parkin-independent mitophagy mediated by these molecules remains to be elucidated in DOX cardiotoxicity.
\nMitochondria are highly dynamic organelle, which continuously undergo fusion and fission to organize interconnecting networks to fulfill its function. Mitochondrial fusion and fission are essential for the maintenance of mitochondrial number and quality under stress conditions. Mitochondrial fusion allows the mixture of the contents from partially damaged mitochondria and healthy mitochondria to alleviate the stress. Mitochondrial fission separates mitochondria into two daughter mitochondria, which allows the biogenesis of new mitochondria and the removal of the damaged mitochondria via mitophagy [31]. Mitochondrial fusion is controlled by GTPase Mitofusin1 (MFN1), Mitofusin2 (MFN2), and optic atrophy factor 1 (OPA1). MFN1 and MFN2 are localized to the OMM, while OPA1 is an IMM protein. MFN1, MFN2, and OPA1 mediate the fusion of the OMM and IMM, respectively [31]. Mitochondrial fission is mainly regulated by Drp1, a large GTPase. Drp1 is recruited from cytoplasm to mitochondrial OMM during fission process. In mitochondrial OMM, Drp1 has four interacting partners, FIS1, Mff, Mid55, and Mid49 [31, 36]. Mitochondrial fusion and fission are well balanced to maintain mitochondrial number and quality under physiological conditions. In animal models of DOX cardiotoxicity, DOX treatment induces changes in the expression of mitochondrial fusion and fission proteins, which alters mitochondrial dynamics and contributes to apoptosis [37].
\nMitochondrial biogenesis is the process of expansion of existing mitochondria or generation of new mitochondria. Mitochondrial biogenesis is tightly regulated to coordinate mitophagy, mitochondrial fusion and fission for the maintenance of mitochondrial mass and remodeling of dynamic interconnected mitochondrial network. DOX treatment impairs cardiac mitochondrial biogenesis as manifested by reduced mitochondrial DNA copy number and expression of regulating factors for mitochondrial biogenesis such as peroxisome proliferator-activated receptor gamma coactivator 1-alpha, peroxisome proliferator-activated receptor alpha, and estrogen-related receptor alpha, leading to suppression of mitochondrial metabolism and ATP synthesis [38, 39].
\nA growing body of evidences has shown that cardiac inflammation contributes to DOX cardiotoxicity. DOX treatment induces increased activity of NF-κB, a key component of innate immune system, leading to enhanced levels of pro-inflammatory cytokines including IL-1β, IL-6, and TNFα [40]. Toll-like receptors (TLRs) especially TLR2 has been considered as the major mediator to activate NF-κB [40]. DOX-induced oxidative stress and damage-associated molecular pattern molecules (DAMPs) such as HMGB-1 are responsible for the activation of TLR2 [41]. In addition to TLR2, TLR9 is capable of activating NF-κB and may be engaged in cardiac inflammation in DOX-induced cardiotoxicity [42]. It has been shown that mitochondrial DNA escaped from autophagy triggers cardiac inflammation through TLR9 activation during progression of pressure-overloaded heart failure [43]. Given that autophagic flux in the heart is impaired by therapeutic dose of DOX, it is likely that TLR-9 activation is involved in inflammatory response in DOX-induced cardiotoxicity. However, studies need to be designed to address this issue.
\nCalcium is critical for cardiac systolic and diastolic function. Calcium regulates cardiac contraction through a process called cardiac excitation-contraction coupling (EC coupling). In this process, calcium enters cytoplasm through L-type calcium channel activates ryanodine (RyR) receptor localized on the sarcoplasmic reticulum (SR) membrane, resulting in calcium-induced calcium release in the SR. The released calcium form SR stimulates cardiomyocytes to contract. Subsequently, the cytoplasmic calcium is taken up by the sarcoendoplasmic reticulum calcium transport ATPase (SERCA2) localized on the SR membrane, resulting in reduced cytoplasmic calcium concentration and cardiomyocyte relaxation [44]. DOX regulates cytoplasmic calcium levels through several mechanisms. First, DOX is able to bind RYR2 directly and enhances its open probability [45]. Second, DOX is capable of interacting with calsequestrin, a calcium binding protein localized in SR lumen, and promotes calcium release [46]. Third, DOX elevates intracellular calcium levels by binding to SERCA2A and modify its activity [47]. Fourth, DOX induces SR calcium leakage in a CAMK II-dependent manner, leading to impaired calcium handling in cardiomyocytes [48]. Finally, oxidative stress induced by DOX amplifies RYR opening and calcium release [49]. Thus, DOX regulates calcium release from SR through both oxidant-dependent and independent mechanisms, and the abnormal calcium handling contributes to DOX cardiomyopathy.
\nNumerous studies have shown that DOX induces apoptosis, which contributes to cardiotoxicity. DOX stimulates ROS generation and produces oxidative stress, which activates p53. In addition, DOX itself promotes p53 activity in the heart. p53-mediated signaling stimulates apoptotic cell death of cardiomyocytes [50, 51]. Moreover, multiple lines of evidences have suggested that mitochondrial calcium is overloaded and contributes to apoptotic cell death of cardiomyocytes in DOX cardiotoxicity. As aforementioned, DOX promotes calcium release from SR. Mitochondria, which are physically close to SR calcium release sites, uptake a portion of calcium released from SR, leading to rise in mitochondrial calcium levels. Calcium overload triggers loss of mitochondrial membrane potential, swelling of mitochondria, and ultimately rupture of OMM and leakage of cytochrome C, resulting in apoptosis of cardiomyocytes [52].
\nNecrotic cardiomyocyte death is also increased in DOX cardiotoxicity. Oxidative stress induced by DOX is considered as the major cause for necrosis. Oxidative stress enhances calcium release from SR and raises calcium levels in mitochondria, which induces loss of mitochondrial membrane potential, mitochondrial swelling, and ultimately mitochondrial outer membrane rupture, leading to ATP depletion [53]. In addition, oxidative stress induces mitochondrial DNA damage and mitochondrial lipid peroxidation, leading to disruption of integrity of mitochondrial structure, mitochondrial dysfunction, and ATP depletion [54]. Recently, Bnip3 has been shown to disrupt interaction of COXI and UCP3, leading to defective mitochondrial respiratory chain and cardiomyocyte necrosis in DOX cardiotoxicity [55].
\nCurrently, no effective therapy is available to cure DOX-induced cardiotoxicity. Thus, prevention become more important and should be primarily directed. Early detection is crucial for the prevention of irreversible cardiac damage. Traditional technology such as echocardiography, electrocardiogram, and angiography are not efficient for early detection of cardiac damage since cardiac dysfunction already occurs when diagnosis is made by means of aforementioned technology. Biochemical biomarkers are sensitive and ideal for early detection of cardiac damage. Two types of biomarkers, i.e., troponins and natriuretic peptides, have been established and are currently used in clinic for early diagnosis of DOX cardiotoxicity. In addition, other promising putative biomarkers have been tested.
\nCardiac troponins are a complex consisting of three regulatory proteins, i.e., troponin T (cTnT), troponin C (cTnC), and troponin I (cTnI) in cardiac muscle. cTnT and cTnI are well-established sensitive and specific biomarkers to detect myocardial damage caused by differential insults [56]. Both cTnI and cTnT have also been utilized in clinic to detect and predict cardiac damage caused by DOX [57, 58].
\nB-type natriuretic peptide (BNP) is a peptide prohormone, which is primarily produced in ventricles and brain. BNP is synthesized as pre-pro-BNP, which is cleaved to generate pro-BNP. Pro-BNP is further cleaved into a C-terminal biologically active form of BNP and N-terminal inactive form of NT-pro-NPs. Both NT-pro-NPs and BNP are secreted into serum and serve as sensitive biomarkers predictive of congestive heart failure [59, 60, 61]. Currently, NT-pro-NPs and BNP are used in clinic as indicators of early cardiac damage caused by DOX [62, 63].
\nMicroRNAs can become ideal clinical biomarkers due to their characteristics such as high stability, tissue specificity, and presence in body fluids [64]. Emerging evidences have indicated that alteration of certain microRNAs is associated with DOX cardiotoxicity and may be served as biomarkers. An in vitro study using human pluripotent stem cell-derived cardiomyocytes showed that a number of microRNAs, including miR-34a, miR-34b, miR-187, miR-199a, miR-199b, miR-146a, miR-15b, miR-130a, miR-214, and miR-424, were differentially expressed during and after DOX treatment [65]. However, the expression pattern of these microRNAs in animal models and patients receiving DOX treatment remains to be investigated. A study using a mouse model of DOX cardiotoxicity explored whether microRNAs including miR-208a, miR-133b, miR-146a, miR423-5p and miR-1 are suitable to predict cardiac damage in patients receiving DOX treatment. The results showed that miR-208a and miR-208b were not useful biomarkers for DOX cardiotoxicity since they were undetectable in the serum. MiR-133b, miR-146a, and miR423-5p were not appropriate biomarkers either since although detectable, no significant alterations were observed in cardiotoxic-patients compared with noncardiotoxic-patients. miR-1 was upregulated in patients suffering from cardiotoxicity compared with noncardiotoxic patients. Moreover, miR-1 expression levels were associated with changes of left ventricular ejection fraction. Therefore, miR-1 is a promising circulating biomarker for early detection of cardiac injury caused by DOX [66]. However, further studies should be developed to validate the putative diagnostic marker.
\nThe susceptibility to DOX cardiotoxicity is apparently patient dependent, suggestive of a role of genetic factors. To date, a number of gene polymorphisms associated with DOX cardiotoxicity have been identified. A German non-Hodgkin lymphoma study including 1697 enrolled patients has suggested that polymorphisms of the NAD(P)H oxidase were associated with DOX cardiotoxicity. Specifically, the 212A→G variant of NAD(P)H oxidase subunit NCF4 was associated with chronic DOX cardiotoxicity. The His72Tyr polymorphism in the p22phox subunit and the variant 7508T→A of the RAC2 subunit of NAD(P)H oxidase were associated with acute DOX cardiotoxicity [67]. Consistent with these findings, mice deficient for NAD(P)H oxidase activity were resistant to chronic doxorubicin treatment [67]. In the same study, Gly671Val variant of the doxorubicin efflux transporter multidrug resistance protein 1 (MRP1) and the Val1188Glu-Cys1515Tyr haplotype of MRP2 have been shown to be associated with acute DOX cardiotoxicity [67]. Polymorphisms of other genes that have been reported to be potentially associated with cardiotoxicity caused by DOX or DOX-based treatment include CBR3, CAT, ABCB1, ABCC1, ABBCC2, RAC2, GSTP1, CYBA, ABCC5, CASP3, MSH2, SLCO1A2, SLC28A3, FMO2, SPG7, SLC10A2, UGT1A6, ABCB4, SULT2B1, HFE, POR, HAS3, HNMT, SLC22A7, SLC22A17, RARG, and NOS3 [68]. Most of the candidate genes are related to cellular transport of DOX, oxidative stress, DOX metabolism, and DNA repair and replication. In a recent study involving a relatively small number of patients treated with DOX for breast cancer, 18 SNPs in nine genes in the HLA region (NFKBIL1, TNF-α, ATP6V1G2-DDX39B, MSH5, MICA, LTA, BAT1, and NOTCH4) and in the psoriasis susceptibility region of HLA-C were identified to be potentially associated with DOX cardiotoxicity, implicating an important role of dysregulation of genes involved in inflammatory disease and autoimmune disorders in DOX cardiotoxicity [69]. Polymorphisms of RAAS genes, which are useful for the prediction of congestive heart failure, were not significantly associated with DOX-induced cardiotoxicity [67]. Additional studies are required to identify and functionally validate genetic variants in DOX cardiotoxicity.
\nGiven that DOX-induced cardiotoxicity is cumulative dose-dependent, the most straightforward way to prevent DOX cardiotoxicity is to reduce the dosage utilized for patients. However, lower dosage is associated with less therapeutic efficacy [70]. Thus, alternative approaches of drug administration such as continuous infusion and liposome DOX versus bolus injection are used to prevent cardiac toxicity. Continuous infusion of DOX causes significantly less injury to the heart compared to bolus doses without compromising cancer treatment efficacy. The mechanisms are due to the changes in the distribution of DOX with reducing drug concentration in the heart and no impact on drug doses in tumor tissues [71, 72, 73]. It should be pointed out that continuous infusion does not confer cardiac protection in children with acute lymphoblastic leukemia [74]. Administration of DOX by liposome encapsulation is another effective strategy to reduce cardiotoxicity. Liposomal DOX formulation is not capable of crossing the tight gap junction of endothelial cells of blood vessels in the heart. However, in tumor tissues, the vasculature is irregular and leaky, which allows the diffusion of liposomal DOX formulation [75]. In addition, the diffused DOX accumulates in the tumor tissue due to poor lymph drainage. Both lead to selective accumulation of DOX in tumor tissues. This phenomenon is known as “enhanced permeability and retention effect,” which characterizes solid tumors and is used to target tumor cells [76]. Moreover, the liposomal DOX formulations diffused into tumor tissues are prone to destabilization due to more acidic extracellular pH, release of necrotic tumor cell lipases, and inflammatory cell oxidizing agents in tumor microenvironment [76]. A number of preclinical and clinical studies have demonstrated that liposomal DOX formulation delivers relatively larger amount of DOX to tumor tissues and much less doses to the heart tissues compared to conventional DOX. Thus, the liposomal DOX formulations are more active and safer. Currently, two types of liposomal DOX formulations, i.e., pegylated (Caelyx® in Europe and Doxil® in the USA) or nonpegylated (Myocet®), have been approved as a first-line treatment for defined group of cancer patients [77]. In recent years, nanoparticle DOX delivery systems have attracted much attention due to potential increased bioavailability in tumor tissues and minimum cardiac toxicity, which hold promise as an efficient approach for the prevention of DOX cardiotoxicity [78].
\nDOX treatment combining with cardioprotective agents is an alternative strategy to prevent cardiotoxicity. Dexrazoxane (Zinecard, ICRF-187, ADR-529, NSC-169780), a cyclic derivative of edetic acid, is a cardioprotective agent approved by FDA to prevent DOX cardiotoxicity in the clinic [79]. The molecular mechanisms that Dexrazoxane confers cardioprotection have previously been attributed to its iron chelating capability. However, other iron chelators fail to exert preventive effects for DOX cardiotoxicity, suggesting that iron chelation is not the major molecular basis for dexrazoxane cardioprotection. It turns out that dexrazoxane interferes with Top IIβ either through promoting Top IIβ proteasomal degradation or preventing the formation of Top IIβ-DNA cleavage complex in cardiomyocytes [79]. It should be noted that coadministration of dexrazoxane may trigger secondary malignancies in cancer patients [80]. However, this issue is still controversial and requires further investigation.
\nConsidering oxidative stress has been believed to be the major mediator of DOX-induced cardiotoxicity, it is reasonable to expect that coadministration of antioxidants is capable of preventing or mitigating DOX cardiotoxicity. The antioxidants reduce intracellular ROS levels through reducing ROS generation, scavenging ROS themselves, chelating irons to inhibit HO. formation or eliminating other active molecules generated in response to ROS reaction such as lipid peroxide [81]. Although antioxidants are effective in the treatment of acute DOX cardiotoxicity in animal models, Clinically relevant animal experiments and clinical trials have suggested that among a variety of antioxidant reagents, only dexrazoxane has shown definitive effect on DOX cardiotoxicity [79]. As mentioned above, dexrazoxane ameliorates DOX cardiotoxicity likely through mechanisms independent of ROS elimination [79]. Thus, it still remains unclear whether antioxidants should be given to cancer patients during or after DOX treatment to prevent cardiotoxicity. In addition, ROS generation could be the mechanism that DOX is toxic to cancer cells, antioxidant may reduce response rate for DOX in patients, although DOX may cause cytotoxicity in cancer cells through both ROS-dependent and independent mechanisms. Further study should be conducted to address these issues.
\nNeurohormone blockers such as angiotensin II-converting enzyme inhibitors and angiotensin receptor blockers have been widely utilized in clinics to treat heart failure including DOX-induced heart failure. Angiotensin receptor blockers have been shown to prevent decline of cardiac function induced by DOX in cancer patients. The preventive effect may be related to decreased generation of oxidative stress and reduced apoptosis of cardiomyocytes [82, 83]. Thus, neurohormone blockers may be used in combination with DOX to prevent cardiac toxicity.
\nIn addition to pharmaceutical measure, lifestyle modifications are promising alternative strategies to counteract DOX-induced cardiomyopathy since it is practical to be introduced to patients. Several types of exercise such as chronic resistance exercise [84], chronic swimming [85], voluntary exercise [86, 87], and treadmill running [88, 89, 90, 91] have been shown to exert beneficial effect on mitigation of cardiac structural damage and preservation of cardiac performance in animal models of DOX cardiotoxicity. Moreover, acute exercise prior to DOX treatment protects cardiac function of breast cancer patients [92]. The protective effects of exercise on DOX-induced cardiac injury may be attributed to increased antioxidant ability, increased expression of heat shock proteins and antiapoptotic proteins, improved mitochondrial quality control, maintenance of calcium handling, and altered delivery of DOX to myocardium [90, 91, 93]. Importantly, exercise training has no effect on antitumor efficacy of DOX [94]. However, these preclinical and clinical findings need to be verified by studies involving a large cohort of patients.
\nCalorie restriction is beneficial for several types of cardiovascular diseases including DOX cardiotoxicity [95, 96]. However, calorie restriction is hard to sustain in the long term. Although calorie restriction mimetics are more practical in terms of sustainability, they are less accessible and cost ineffective. Fasting has been shown to exert beneficial effects on certain forms of cardiovascular diseases including age-related cardiac hypertrophy, myocardial ischemic injury, and coronary heart disease risk factors through diverse mechanisms including remodeling of mitochondrial networks, improvement of energy metabolism, reduction in signaling pathways related to survival such as insulin and insulin-like growth factor-1 signaling, decrease in mitochondrial oxidative stress, and enhancement of autophagic flux [97, 98]. Recent studies suggest that fasting also conferred cardioprotection against DOX cardiotoxicity. In animal models, short-term fasting ameliorates cardiac damage and cardiac dysfunction caused by DOX [98]. Alternate-day fasting, a type of intermittent fasting, is capable of mitigating DOX cardiotoxicity in mouse models of both acute and chronic DOX cardiotoxicity [30]. More importantly, intermittent fasting and multiple fasting cycles have recently been shown to suppress tumor growth and sensitize various tumors to chemotherapy [99, 100]. Therefore, intermittent fasting could be considered as a potential preventive or therapeutic strategy for cardiotoxicity induced by DOX. However, given that long-term fasting is harmful to health especially for cancer patients due to malnutrition problem, the procedure of intermittent fasting should be optimized under clinical supervision to improve its efficacy while minimizing side effects.
\nDOX is one of the most effective chemotherapeutic agents. However, potential acute or chronic irreversible cumulative cardiotoxicity limits its clinical application. It is encouraging that accumulating evidences from basic research, preclinical experiments and clinical trials provide insight into the pathophysiology and molecular mechanisms of this disease, which potentially leads to identification of novel biomarkers for early detection and establishment of preventive strategies. Moreover, emerging evidences have associated DOX cardiotoxicity with genetic risk factors. Findings in this direction will be helpful to predict tumor sensitivity to DOX treatment and susceptibility to DOX-induced cardiotoxicity of the population. As a consequence, precise strategies may be developed and applied to individuals to achieve maximal efficacy for cancer treatment and meanwhile minimal side effects on the basis of patient-specific genetic variants.
\nThis work was supported by research grants from the Natural Science Foundation of Shanghai (16ZR1418200).
\nNo potential conflict of interests were declared.
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Saxena",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRET3QAO/Profile_Picture_2022-05-10T10:10:26.jpeg",institutionString:null,institution:{name:"King George's Medical University",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Bacterial Infectious Diseases",value:3,count:2},{group:"subseries",caption:"Parasitic Infectious Diseases",value:5,count:4},{group:"subseries",caption:"Viral Infectious Diseases",value:6,count:7}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:2},{group:"publicationYear",caption:"2021",value:2021,count:4},{group:"publicationYear",caption:"2020",value:2020,count:3},{group:"publicationYear",caption:"2019",value:2019,count:3},{group:"publicationYear",caption:"2018",value:2018,count:1}],authors:{paginationCount:120,paginationItems:[{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",biography:"Prof. Dr. Marian Gaiceanu graduated from the Naval and Electrical Engineering Faculty, Dunarea de Jos University of Galati, Romania, in 1997. He received a Ph.D. (Magna Cum Laude) in Electrical Engineering in 2002. Since 2017, Dr. Gaiceanu has been a Ph.D. supervisor for students in Electrical Engineering. He has been employed at Dunarea de Jos University of Galati since 1996, where he is currently a professor. Dr. Gaiceanu is a member of the National Council for Attesting Titles, Diplomas and Certificates, an expert of the Executive Agency for Higher Education, Research Funding, and a member of the Senate of the Dunarea de Jos University of Galati. He has been the head of the Integrated Energy Conversion Systems and Advanced Control of Complex Processes Research Center, Romania, since 2016. He has conducted several projects in power converter systems for electrical drives, power quality, PEM and SOFC fuel cell power converters for utilities, electric vehicles, and marine applications with the Department of Regulation and Control, SIEI S.pA. (2002–2004) and the Polytechnic University of Turin, Italy (2002–2004, 2006–2007). He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and cofounder-member of the IEEE Power Electronics Romanian Chapter. He is a guest editor at Energies and an academic book editor for IntechOpen. He is also a member of the editorial boards of the Journal of Electrical Engineering, Electronics, Control and Computer Science and Sustainability. Dr. Gaiceanu has been General Chairman of the IEEE International Symposium on Electrical and Electronics Engineering in the last six editions.",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',country:{name:"Romania"}}},{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",biography:"Jaydip Sen is associated with Praxis Business School, Kolkata, India, as a professor in the Department of Data Science. His research areas include security and privacy issues in computing and communication, intrusion detection systems, machine learning, deep learning, and artificial intelligence in the financial domain. He has more than 200 publications in reputed international journals, refereed conference proceedings, and 20 book chapters in books published by internationally renowned publishing houses, such as Springer, CRC press, IGI Global, etc. Currently, he is serving on the editorial board of the prestigious journal Frontiers in Communications and Networks and in the technical program committees of a number of high-ranked international conferences organized by the IEEE, USA, and the ACM, USA. He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:null},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:"Polytechnic University of Timişoara",institution:{name:"Polytechnic University of Timişoara",country:{name:"Romania"}}},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:null},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. 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Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. 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We welcome chapters presenting research on the many applications of multi-agent studies including, but not limited to, the following key areas: machine learning for multi-agent systems; modeling swarms robots and flocks of UAVs with multi-agent systems; decision science and multi-agent systems; software engineering for and with multi-agent systems; tools and technologies of multi-agent systems.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",hasOnlineFirst:!1,hasPublishedBooks:!1,annualVolume:11423,editor:{id:"148497",title:"Dr.",name:"Mehmet",middleName:"Emin",surname:"Aydin",slug:"mehmet-aydin",fullName:"Mehmet Aydin",profilePictureURL:"https://mts.intechopen.com/storage/users/148497/images/system/148497.jpg",biography:"Dr. Mehmet Emin Aydin is a Senior Lecturer with the Department of Computer Science and Creative Technology, the University of the West of England, Bristol, UK. 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developments are based on the knowledge generation on applied intelligence. The motor of the society is the industry and the research of this topic has to be empowered in order to increase and improve the quality of our lives.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",keywords:"Machine Learning, Intelligence Algorithms, Data Science, Artificial Intelligence, Applications on Applied Intelligence"},{id:"23",title:"Computational Neuroscience",scope:"Computational neuroscience focuses on biologically realistic abstractions and models validated and solved through computational simulations to understand principles for the development, structure, physiology, and ability of the nervous system. This topic is dedicated to biologically plausible descriptions and computational models - at various abstraction levels - of neurons and neural systems. This includes, but is not limited to: single-neuron modeling, sensory processing, motor control, memory, and synaptic plasticity, attention, identification, categorization, discrimination, learning, development, axonal patterning, guidance, neural architecture, behaviors, and dynamics of networks, cognition and the neuroscientific basis of consciousness. Particularly interesting are models of various types of more compound functions and abilities, various and more general fundamental principles (e.g., regarding architecture, organization, learning, development, etc.) found at various spatial and temporal levels.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",keywords:"Single-Neuron Modeling, Sensory Processing, Motor Control, Memory and Synaptic Pasticity, Attention, Identification, Categorization, Discrimination, Learning, Development, Axonal Patterning and Guidance, Neural Architecture, Behaviours and Dynamics of Networks, Cognition and the Neuroscientific Basis of Consciousness"},{id:"24",title:"Computer Vision",scope:"The scope of this topic is to disseminate the recent advances in the rapidly growing field of computer vision from both the theoretical and practical points of view. Novel computational algorithms for image analysis, scene understanding, biometrics, deep learning and their software or hardware implementations for natural and medical images, robotics, VR/AR, applications are some research directions relevant to this topic.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/24.jpg",keywords:"Image Analysis, Scene Understanding, Biometrics, Deep Learning, Software Implementation, Hardware Implementation, Natural Images, Medical Images, Robotics, VR/AR"},{id:"25",title:"Evolutionary Computation",scope:"Evolutionary computing is a paradigm that has grown dramatically in recent years. This group of bio-inspired metaheuristics solves multiple optimization problems by applying the metaphor of natural selection. It so far has solved problems such as resource allocation, routing, schedule planning, and engineering design. Moreover, in the field of machine learning, evolutionary computation has carved out a significant niche both in the generation of learning models and in the automatic design and optimization of hyperparameters in deep learning models. This collection aims to include quality volumes on various topics related to evolutionary algorithms and, alternatively, other metaheuristics of interest inspired by nature. For example, some of the issues of interest could be the following: Advances in evolutionary computation (Genetic algorithms, Genetic programming, Bio-inspired metaheuristics, Hybrid metaheuristics, Parallel ECs); Applications of evolutionary algorithms (Machine learning and Data Mining with EAs, Search-Based Software Engineering, Scheduling, and Planning Applications, Smart Transport Applications, Applications to Games, Image Analysis, Signal Processing and Pattern Recognition, Applications to Sustainability).",coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",keywords:"Genetic Algorithms, Genetic Programming, Evolutionary Programming, Evolution Strategies, Hybrid Algorithms, Bioinspired Metaheuristics, Ant Colony Optimization, Evolutionary Learning, Hyperparameter Optimization"},{id:"26",title:"Machine Learning and Data Mining",scope:"The scope of machine learning and data mining is immense and is growing every day. It has become a massive part of our daily lives, making predictions based on experience, making this a fascinating area that solves problems that otherwise would not be possible or easy to solve. This topic aims to encompass algorithms that learn from experience (supervised and unsupervised), improve their performance over time and enable machines to make data-driven decisions. It is not limited to any particular applications, but contributions are encouraged from all disciplines.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",keywords:"Intelligent Systems, Machine Learning, Data Science, Data Mining, Artificial Intelligence"},{id:"27",title:"Multi-Agent Systems",scope:"Multi-agent systems are recognised as a state of the art field in Artificial Intelligence studies, which is popular due to the usefulness in facilitation capabilities to handle real-world problem-solving in a distributed fashion. The area covers many techniques that offer solutions to emerging problems in robotics and enterprise-level software systems. Collaborative intelligence is highly and effectively achieved with multi-agent systems. Areas of application include swarms of robots, flocks of UAVs, collaborative software management. Given the level of technological enhancements, the popularity of machine learning in use has opened a new chapter in multi-agent studies alongside the practical challenges and long-lasting collaboration issues in the field. It has increased the urgency and the need for further studies in this field. We welcome chapters presenting research on the many applications of multi-agent studies including, but not limited to, the following key areas: machine learning for multi-agent systems; modeling swarms robots and flocks of UAVs with multi-agent systems; decision science and multi-agent systems; software engineering for and with multi-agent systems; tools and technologies of multi-agent systems.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",keywords:"Collaborative Intelligence, Learning, Distributed Control System, Swarm Robotics, Decision Science, Software Engineering"}],annualVolumeBook:{},thematicCollection:[],selectedSeries:{title:"Artificial Intelligence",id:"14"},selectedSubseries:null},seriesLanding:{item:{id:"7",title:"Biomedical Engineering",doi:"10.5772/intechopen.71985",issn:"2631-5343",scope:"Biomedical Engineering is one of the fastest-growing interdisciplinary branches of science and industry. The combination of electronics and computer science with biology and medicine has improved patient diagnosis, reduced rehabilitation time, and helped to facilitate a better quality of life. Nowadays, all medical imaging devices, medical instruments, or new laboratory techniques result from the cooperation of specialists in various fields. The series of Biomedical Engineering books covers such areas of knowledge as chemistry, physics, electronics, medicine, and biology. This series is intended for doctors, engineers, and scientists involved in biomedical engineering or those wanting to start working in this field.",coverUrl:"https://cdn.intechopen.com/series/covers/7.jpg",latestPublicationDate:"May 7th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:3,numberOfPublishedChapters:96,numberOfPublishedBooks:12,editor:{id:"50150",title:"Prof.",name:"Robert",middleName:null,surname:"Koprowski",fullName:"Robert Koprowski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYTYNQA4/Profile_Picture_1630478535317",biography:"Robert Koprowski, MD (1997), PhD (2003), Habilitation (2015), is an employee of the University of Silesia, Poland, Institute of Computer Science, Department of Biomedical Computer Systems. For 20 years, he has studied the analysis and processing of biomedical images, emphasizing the full automation of measurement for a large inter-individual variability of patients. Dr. Koprowski has authored more than a hundred research papers with dozens in impact factor (IF) journals and has authored or co-authored six books. Additionally, he is the author of several national and international patents in the field of biomedical devices and imaging. Since 2011, he has been a reviewer of grants and projects (including EU projects) in biomedical engineering.",institutionString:null,institution:{name:"University of Silesia",institutionURL:null,country:{name:"Poland"}}},subseries:[{id:"7",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.",annualVolume:11403,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/7.jpg",editor:{id:"351533",title:"Dr.",name:"Slawomir",middleName:null,surname:"Wilczynski",fullName:"Slawomir Wilczynski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035U1loQAC/Profile_Picture_1630074514792",institutionString:null,institution:{name:"Medical University of Silesia",institutionURL:null,country:{name:"Poland"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"5886",title:"Dr.",name:"Alexandros",middleName:"T.",surname:"Tzallas",fullName:"Alexandros Tzallas",profilePictureURL:"https://mts.intechopen.com/storage/users/5886/images/system/5886.png",institutionString:"University of Ioannina, Greece & Imperial College London",institution:{name:"University of Ioannina",institutionURL:null,country:{name:"Greece"}}},{id:"257388",title:"Distinguished Prof.",name:"Lulu",middleName:null,surname:"Wang",fullName:"Lulu Wang",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRX6kQAG/Profile_Picture_1630329584194",institutionString:null,institution:{name:"Shenzhen Technology University",institutionURL:null,country:{name:"China"}}},{id:"225387",title:"Prof.",name:"Reda",middleName:"R.",surname:"Gharieb",fullName:"Reda Gharieb",profilePictureURL:"https://mts.intechopen.com/storage/users/225387/images/system/225387.jpg",institutionString:"Assiut University",institution:{name:"Assiut University",institutionURL:null,country:{name:"Egypt"}}}]},{id:"8",title:"Bioinspired Technology and Biomechanics",keywords:"Bioinspired Systems, Biomechanics, Assistive Technology, Rehabilitation",scope:'Bioinspired technologies take advantage of understanding the actual biological system to provide solutions to problems in several areas. Recently, bioinspired systems have been successfully employing biomechanics to develop and improve assistive technology and rehabilitation devices. The research topic "Bioinspired Technology and Biomechanics" welcomes studies reporting recent advances in bioinspired technologies that contribute to individuals\' health, inclusion, and rehabilitation. Possible contributions can address (but are not limited to) the following research topics: Bioinspired design and control of exoskeletons, orthoses, and prostheses; Experimental evaluation of the effect of assistive devices (e.g., influence on gait, balance, and neuromuscular system); Bioinspired technologies for rehabilitation, including clinical studies reporting evaluations; Application of neuromuscular and biomechanical models to the development of bioinspired technology.',annualVolume:11404,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/8.jpg",editor:{id:"144937",title:"Prof.",name:"Adriano",middleName:"De Oliveira",surname:"Andrade",fullName:"Adriano Andrade",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRC8QQAW/Profile_Picture_1625219101815",institutionString:null,institution:{name:"Federal University of Uberlândia",institutionURL:null,country:{name:"Brazil"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"49517",title:"Prof.",name:"Hitoshi",middleName:null,surname:"Tsunashima",fullName:"Hitoshi Tsunashima",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYTP4QAO/Profile_Picture_1625819726528",institutionString:null,institution:{name:"Nihon University",institutionURL:null,country:{name:"Japan"}}},{id:"425354",title:"Dr.",name:"Marcus",middleName:"Fraga",surname:"Vieira",fullName:"Marcus Vieira",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003BJSgIQAX/Profile_Picture_1627904687309",institutionString:null,institution:{name:"Universidade Federal de Goiás",institutionURL:null,country:{name:"Brazil"}}},{id:"196746",title:"Dr.",name:"Ramana",middleName:null,surname:"Vinjamuri",fullName:"Ramana Vinjamuri",profilePictureURL:"https://mts.intechopen.com/storage/users/196746/images/system/196746.jpeg",institutionString:"University of Maryland, Baltimore County",institution:{name:"University of Maryland, Baltimore County",institutionURL:null,country:{name:"United States of America"}}}]},{id:"9",title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering",keywords:"Biotechnology, Biosensors, Biomaterials, Tissue Engineering",scope:"The Biotechnology - Biosensors, Biomaterials and Tissue Engineering topic within the Biomedical Engineering Series aims to rapidly publish contributions on all aspects of biotechnology, biosensors, biomaterial and tissue engineering. We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. Topics can include but are not limited to: Biotechnology such as biotechnological products and process engineering; Biotechnologically relevant enzymes and proteins; Bioenergy and biofuels; Applied genetics and molecular biotechnology; Genomics, transcriptomics, proteomics; Applied microbial and cell physiology; Environmental biotechnology; Methods and protocols. Moreover, topics in biosensor technology, like sensors that incorporate enzymes, antibodies, nucleic acids, whole cells, tissues and organelles, and other biological or biologically inspired components will be considered, and topics exploring transducers, including those based on electrochemical and optical piezoelectric, thermal, magnetic, and micromechanical elements. Chapters exploring biomaterial approaches such as polymer synthesis and characterization, drug and gene vector design, biocompatibility, immunology and toxicology, and self-assembly at the nanoscale, are welcome. Finally, the tissue engineering subcategory will support topics such as the fundamentals of stem cells and progenitor cells and their proliferation, differentiation, bioreactors for three-dimensional culture and studies of phenotypic changes, stem and progenitor cells, both short and long term, ex vivo and in vivo implantation both in preclinical models and also in clinical trials.",annualVolume:11405,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/9.jpg",editor:{id:"126286",title:"Dr.",name:"Luis",middleName:"Jesús",surname:"Villarreal-Gómez",fullName:"Luis Villarreal-Gómez",profilePictureURL:"https://mts.intechopen.com/storage/users/126286/images/system/126286.jpg",institutionString:null,institution:{name:"Autonomous University of Baja California",institutionURL:null,country:{name:"Mexico"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"35539",title:"Dr.",name:"Cecilia",middleName:null,surname:"Cristea",fullName:"Cecilia Cristea",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYQ65QAG/Profile_Picture_1621007741527",institutionString:null,institution:{name:"Iuliu Hațieganu University of Medicine and Pharmacy",institutionURL:null,country:{name:"Romania"}}},{id:"40735",title:"Dr.",name:"Gil",middleName:"Alberto Batista",surname:"Gonçalves",fullName:"Gil Gonçalves",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYRLGQA4/Profile_Picture_1628492612759",institutionString:null,institution:{name:"University of Aveiro",institutionURL:null,country:{name:"Portugal"}}},{id:"211725",title:"Associate Prof.",name:"Johann F.",middleName:null,surname:"Osma",fullName:"Johann F. Osma",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSDv7QAG/Profile_Picture_1626602531691",institutionString:null,institution:{name:"Universidad de Los Andes",institutionURL:null,country:{name:"Colombia"}}},{id:"69697",title:"Dr.",name:"Mani T.",middleName:null,surname:"Valarmathi",fullName:"Mani T. Valarmathi",profilePictureURL:"https://mts.intechopen.com/storage/users/69697/images/system/69697.jpg",institutionString:"Religen Inc. | A Life Science Company, United States of America",institution:null},{id:"205081",title:"Dr.",name:"Marco",middleName:"Vinícius",surname:"Chaud",fullName:"Marco Chaud",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSDGeQAO/Profile_Picture_1622624307737",institutionString:null,institution:{name:"Universidade de Sorocaba",institutionURL:null,country:{name:"Brazil"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"chapter.detail",path:"/chapters/65723",hash:"",query:{},params:{id:"65723"},fullPath:"/chapters/65723",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()