Physico-chemical properties of AFB1.
\\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:"intechopen-supports-asapbio-s-new-initiative-publish-your-reviews-20220729",title:"IntechOpen Supports ASAPbio’s New Initiative Publish Your Reviews"},{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"}]},book:{item:{type:"book",id:"10787",leadTitle:null,fullTitle:"Hepatocellular Carcinoma - Challenges and Opportunities of a Multidisciplinary Approach",title:"Hepatocellular Carcinoma",subtitle:"Challenges and Opportunities of a Multidisciplinary Approach",reviewType:"peer-reviewed",abstract:"Hepatocellular carcinoma (HCC) represents one of the most significant global health issues, given its high prevalence and the challenging nature and physiology of the liver and hepatic surgery, in its many forms. This means that the most appropriate management for HCC should incorporate a multidisciplinary approach, combining the expertise from several different specialties. This book showcases the various steps in the development, diagnosis, staging, and management of HCC and provides views and thoughts from true experts in the field. As such, it is a useful resource for any physician or surgeon, whether training or practicing, who is interested in caring for patients with HCC.",isbn:"978-1-83969-111-9",printIsbn:"978-1-83969-110-2",pdfIsbn:"978-1-83969-112-6",doi:null,price:119,priceEur:129,priceUsd:155,slug:"hepatocellular-carcinoma-challenges-and-opportunities-of-a-multidisciplinary-approach",numberOfPages:202,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"bc00a66513e51003e5dbbc0294e0fc3d",bookSignature:"Georgios Tsoulfas",publishedDate:"June 15th 2022",coverURL:"https://cdn.intechopen.com/books/images_new/10787.jpg",numberOfDownloads:1240,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfCrossrefCitationsByBook:null,numberOfDimensionsCitations:0,numberOfDimensionsCitationsByBook:null,hasAltmetrics:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"March 8th 2021",dateEndSecondStepPublish:"April 5th 2021",dateEndThirdStepPublish:"June 4th 2021",dateEndFourthStepPublish:"August 23rd 2021",dateEndFifthStepPublish:"October 22nd 2021",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"57412",title:"Prof.",name:"Georgios",middleName:null,surname:"Tsoulfas",slug:"georgios-tsoulfas",fullName:"Georgios Tsoulfas",profilePictureURL:"https://mts.intechopen.com/storage/users/57412/images/system/57412.png",biography:"Dr. Georgios Tsoulfas received his medical degree from Brown University School of Medicine, Rhode Island, and completed his general surgery residency at the University of Iowa Hospitals and Clinics, as well as a transplant research fellowship at the Starzl Transplant Institute, University of Pittsburgh. He then completed a two-year transplantation surgery fellowship at Massachusetts General Hospital, Harvard Medical School, and then joined the Division of Solid Organ Transplantation and Hepatobiliary Surgery at the University of Rochester Medical Center, New York, as Assistant Professor of Surgery. He has currently moved back to Greece, where he is a Professor of Transplantation Surgery and Chief of the Department of Transplantation Surgery at the Aristotle University School of Medicine. He has published more than 150 papers in peer-reviewed journals and PubMed, as well as 35 book chapters. He is a reviewer for more than forty international journals and serves on the editorial boards of several others.",institutionString:"Aristotle University of Thessaloniki",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"6",totalChapterViews:"0",totalEditedBooks:"8",institution:{name:"Aristotle University of Thessaloniki",institutionURL:null,country:{name:"Greece"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"1078",title:"Gastrointestinal Oncology",slug:"gastrointestinal-oncology"}],chapters:[{id:"78357",title:"Hepatitis B Virus (HBV) - Induced Hepatocarcinogenesis, a Founding Framework of Cancer Evolution and Development (Cancer Evo-Dev)",doi:"10.5772/intechopen.99838",slug:"hepatitis-b-virus-hbv-induced-hepatocarcinogenesis-a-founding-framework-of-cancer-evolution-and-deve",totalDownloads:103,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In this chapter, we present the founding framework of a novel theory termed as Cancer Evolution-Development (Cancer Evo-Dev), based on the current understanding of hepatitis B virus (HBV) induced hepatocarcinogenesis. The interactions of genetic predispositions and HBV infection is responsible for the maintenance of chronic non-resolving inflammation. Under the inflammatory microenvironment, pro-inflammatory factors trans-activate the expression of cytidine deaminases and suppress the expression of uracil DNA glycosylase. The imbalance between the mutagenic forces and mutation-correcting forces facilitates the generations of somatic mutations, viral mutations, and viral integrations into the host genomes. The majority of cells with genomic mutations and mutated viruses are eliminated in survival competition. Only a small percentage of the mutated cells adapted to the hostile environment can survive, retro-differentiate, and function as cancer-initiating cells, representing a process of “mutation-selection-adaptation”. Cancer Evo-Dev lays the theoretical foundation for understanding the mechanisms by which chronic infection of HBV promotes hepatocarcinogenesis. This theory also plays an important role in specific prophylaxis, prediction, early diagnosis, and targeted treatment of cancers.",signatures:"Wenbin Liu and Guangwen Cao",downloadPdfUrl:"/chapter/pdf-download/78357",previewPdfUrl:"/chapter/pdf-preview/78357",authors:[{id:"355126",title:"Prof.",name:"Guangwen",surname:"Cao",slug:"guangwen-cao",fullName:"Guangwen Cao"},{id:"355203",title:"Dr.",name:"Wenbin",surname:"Liu",slug:"wenbin-liu",fullName:"Wenbin Liu"}],corrections:null},{id:"78741",title:"Histopathological Features of the Steatohepatitic Variant of Hepatocellular Carcinoma and Its Relationship with Fatty Liver Disease",doi:"10.5772/intechopen.99842",slug:"histopathological-features-of-the-steatohepatitic-variant-of-hepatocellular-carcinoma-and-its-relati",totalDownloads:77,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular carcinoma (HCC) is the most common primary malignant tumor of the liver in adults. Steatohepatitic HCC (SH-HCC) is a recently described, rarer variant of HCC and is associated with nonalcoholic fatty liver disease (NAFLD). The relationship between fatty liver disease and/or steatohepatitis and SH-HCC is now known. This subtype can be confused with lipid-containing nodules (such as cirrhotic nodules, regenerative nodules, focal nodular hyperplasia) clinically, radiologically and histopathologically. Here, the histopathological features of SH-HCC, its relationship with fatty liver disease and briefly its clinical features will be discussed. In addition, histopathological features of this specific variant, immunohistochemical staining of the tumor and diagnostic difficulties in tru-cut biopsies will also be discussed. Actually, I think this article will raise clinicopathological awareness about this rare variant.",signatures:"Emine Turkmen Samdanci",downloadPdfUrl:"/chapter/pdf-download/78741",previewPdfUrl:"/chapter/pdf-preview/78741",authors:[{id:"357242",title:"Prof.",name:"Emine",surname:"Turkmen Samdanci",slug:"emine-turkmen-samdanci",fullName:"Emine Turkmen Samdanci"}],corrections:null},{id:"78261",title:"Multimodal Imaging of Hepatocellular Carcinoma Using Dynamic Liver Phantom",doi:"10.5772/intechopen.99861",slug:"multimodal-imaging-of-hepatocellular-carcinoma-using-dynamic-liver-phantom",totalDownloads:142,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Liver phantom is used at various medical levels, such as detecting hepatocellular carcinoma (HCC) in the early stages, training medical staff to deal with HCC by taking biopsies, developing new sequences on medical imaging devices, confirming the image quality, applying treatments to HCC, and others. All of the trials should be applied before entering the real human body. The phantom includes properties very similar to those of the human body, as well as the properties of liver cancer and how it is treated within the body through its biological form. Therefore, the present chapter aims to provide comprehensive information to consider when fabricating HCC-containing phantoms and the characteristics of those phantoms in proportion to multimodal medical imaging to aid in understanding the main target of dynamic phantom for HCC.",signatures:"Muntaser S. Ahmad, Osama Makhamrah and Mohammad Hjouj",downloadPdfUrl:"/chapter/pdf-download/78261",previewPdfUrl:"/chapter/pdf-preview/78261",authors:[{id:"354581",title:"Dr.",name:"Muntaser",surname:"S.Ahmad",slug:"muntaser-s.ahmad",fullName:"Muntaser S.Ahmad"},{id:"428307",title:"Ms.",name:"Osama",surname:"Makhamrah",slug:"osama-makhamrah",fullName:"Osama Makhamrah"},{id:"428308",title:"Prof.",name:"Mohammad",surname:"Hjouj",slug:"mohammad-hjouj",fullName:"Mohammad Hjouj"}],corrections:null},{id:"78406",title:"Hepatocellular Carcinoma: Diagnosis and Surveillance",doi:"10.5772/intechopen.99839",slug:"hepatocellular-carcinoma-diagnosis-and-surveillance",totalDownloads:157,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular carcinoma arises commonly on the background of liver cirrhosis. Patients presenting with clinical symptoms have advanced stage and often are unsuitable for curative therapies. Diagnosis of hepatocellular carcinoma is commonly performed by multiphase computed tomography (CT) and / or magnetic resonance imaging scans (MRI). Contrast enhanced ultrasound and MRI with hepatobiliary contrast agents are better in characterizing small lesions. Tumor markers play an adjunct role in diagnosis. For HCC in cirrhotic liver biopsy is seldom required and diagnosis is based on typical imaging features of non-rim arterial phase hyperenhancement and washout on delayed phase and pseudocapsule appearance. This is due to differential blood supply of liver parenchyma, regenerative nodules and tumor. Biopsy is only required in noncirrhotic liver, vascular liver diseases, atypical imaging features. Surveillance programs involving high risk groups can help in early detection of lesions which are amenable for curative therapies. Biannual ultrasound with or without alfa fetoprotein are commonly used surveillance tests. Multidisciplinary teams provide platform for care coordination, reassessments of clinical course, and fine changes in treatment plans required for management of this complex group of patients.",signatures:"Aditya Kale",downloadPdfUrl:"/chapter/pdf-download/78406",previewPdfUrl:"/chapter/pdf-preview/78406",authors:[{id:"355318",title:"Dr.",name:"Aditya",surname:"Kale",slug:"aditya-kale",fullName:"Aditya Kale"}],corrections:null},{id:"77115",title:"Circulating Biomarkers for Early Diagnosis of Hepatocellular Carcinoma",doi:"10.5772/intechopen.98483",slug:"circulating-biomarkers-for-early-diagnosis-of-hepatocellular-carcinoma",totalDownloads:171,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"Hepatocellular carcinoma (HCC) is one of the most common malignant tumors, which is also often fatal. An early and accurate diagnosis is a decisive step towards the survival of the patients. Molecular biology improved significantly the prognosis of liver cancers through learned use of tumor markers like proteantigens, cytokines, enzymes, isoenzymes, circulating RNAs, gene mutations and methylations. Nevertheless, much improvement is still achievable and needed in this area, which is crucial in order to make an early diagnosis and monitor the progression of the disease. We present in this review what we believe to be the most relevant data regarding tissue and serum biomarkers related to HCC.",signatures:"Hoang Van Tong, Pham Van Dung, Nguyen Thi Mong Diep and Nguyen Linh Toan",downloadPdfUrl:"/chapter/pdf-download/77115",previewPdfUrl:"/chapter/pdf-preview/77115",authors:[{id:"417099",title:"Dr.",name:"Hoang",surname:"Van Tong",slug:"hoang-van-tong",fullName:"Hoang Van Tong"},{id:"417100",title:"Dr.",name:"Pham",surname:"Van Dung",slug:"pham-van-dung",fullName:"Pham Van Dung"},{id:"417101",title:"Dr.",name:"Nguyen",surname:"Thi Mong Diep",slug:"nguyen-thi-mong-diep",fullName:"Nguyen Thi Mong Diep"},{id:"417102",title:"Prof.",name:"Nguyen",surname:"Linh Toan",slug:"nguyen-linh-toan",fullName:"Nguyen Linh Toan"}],corrections:null},{id:"78483",title:"Classification of Hepatocellular Carcinoma Using Machine Learning",doi:"10.5772/intechopen.99841",slug:"classification-of-hepatocellular-carcinoma-using-machine-learning",totalDownloads:125,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular Carcinoma (HCC) proves to be challenging for detection and classification of its stages mainly due to the lack of disparity between cancerous and non cancerous cells. This work focuses on detecting hepatic cancer stages from histopathology data using machine learning techniques. It aims to develop a prototype which helps the pathologists to deliver a report in a quick manner and detect the stage of the cancer cell. Hence we propose a system to identify and classify HCC based on the features obtained by deep learning using pre-trained models such as VGG-16, ResNet-50, DenseNet-121, InceptionV3, InceptionResNet50 and Xception followed by machine learning using support vector machine (SVM) to learn from these features. The accuracy obtained using the system comprised of DenseNet-121 for feature extraction and SVM for classification gives 82% accuracy.",signatures:"Lekshmi Kalinathan, Deepika Sivasankaran, Janet Reshma Jeyasingh, Amritha Sennappa Sudharsan and Hareni Marimuthu",downloadPdfUrl:"/chapter/pdf-download/78483",previewPdfUrl:"/chapter/pdf-preview/78483",authors:[{id:"355782",title:"Associate Prof.",name:"Lekshmi",surname:"Kalinathan",slug:"lekshmi-kalinathan",fullName:"Lekshmi Kalinathan"},{id:"421771",title:"Ms.",name:"Deepika",surname:"Sivasankaran",slug:"deepika-sivasankaran",fullName:"Deepika Sivasankaran"},{id:"421773",title:"Ms.",name:"Amritha",surname:"Sennappa Sudharsan",slug:"amritha-sennappa-sudharsan",fullName:"Amritha Sennappa Sudharsan"},{id:"421774",title:"Ms.",name:"Janet Reshma",surname:"Jeyasingh",slug:"janet-reshma-jeyasingh",fullName:"Janet Reshma Jeyasingh"},{id:"421775",title:"Ms.",name:"Hareni",surname:"Marimuthu",slug:"hareni-marimuthu",fullName:"Hareni Marimuthu"}],corrections:null},{id:"78329",title:"Minimally Invasive Surgery for Hepatocellular Carcinoma; Latest Advances",doi:"10.5772/intechopen.99840",slug:"minimally-invasive-surgery-for-hepatocellular-carcinoma-latest-advances",totalDownloads:57,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Surgical resection is the gold standard for hepatocellular carcinoma management for early stages of the disease. With advances in technology and techniques, minimally invasive surgery provides a great number of advantages for these patients during their surgery and for their post-operative care. The selection of patients following a multi-disciplinary approach is of paramount importance. Adding to this, the developments in laparoscopic instruments and training, as well as the promising advantages of robotic surgery along with other forms of technology, increase the pool of patients that can undergo operation safely and with good results worldwide. We review results from great centres worldwide and delineate the accurate multi-disciplinary approach for this.",signatures:"Alexandros Giakoustidis, Apostolos Koffas, Dimitrios Giakoustidis and Vasileios N. Papadopoulos",downloadPdfUrl:"/chapter/pdf-download/78329",previewPdfUrl:"/chapter/pdf-preview/78329",authors:[{id:"40807",title:"Dr.",name:"Alexandros",surname:"Giakoustidis",slug:"alexandros-giakoustidis",fullName:"Alexandros Giakoustidis"},{id:"423726",title:"Dr.",name:"Apostolos",surname:"Koffas",slug:"apostolos-koffas",fullName:"Apostolos Koffas"},{id:"423727",title:"Prof.",name:"Dimitrios",surname:"Giakoustidis",slug:"dimitrios-giakoustidis",fullName:"Dimitrios Giakoustidis"},{id:"423728",title:"Prof.",name:"Vasileios N.",surname:"Papadopoulos",slug:"vasileios-n.-papadopoulos",fullName:"Vasileios N. Papadopoulos"}],corrections:null},{id:"80990",title:"Laparoscopic Liver Resection for Hepatocellular Carcinoma",doi:"10.5772/intechopen.102981",slug:"laparoscopic-liver-resection-for-hepatocellular-carcinoma",totalDownloads:26,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular carcinoma (HCC), remains one of the most common causes of cancer-related death globally. HCC typically arises in the setting of chronic liver disease and cirrhosis and as such, treatment must be balanced between the biology of the tumor, underlying liver function and performance status of the patient. Hepatic resection is the procedure of choice in patients with high-performance status who harbor a solitary mass (regardless of size). Before the first laparoscopic hepatectomy (LH) was described as early as 1991, open hepatectomy (OH) was the only choice for surgical treatment of liver tumors. LH indications were initially based solely on tumor location, size, and type and was only used for partial resection of the anterolateral segments. Since then, LH has been shown to share the benefits of other laparoscopic procedures, such as earlier recovery and discharge, and reduced postoperative pain; these are obtained with no differences in oncologic outcomes compared to open resection. Specific to liver resection, LH can limit the volume of intraoperative blood loss, shorten portal clamp time and decrease overall and liver-specific complications. This chapter will offer an overview of standard steps are in pursuing laparoscopic liver resection, be it for a minor segmentectomy or a lobectomy.",signatures:"Melina Vlami, Nikolaos Arkadopoulos and Ioannis Hatzaras",downloadPdfUrl:"/chapter/pdf-download/80990",previewPdfUrl:"/chapter/pdf-preview/80990",authors:[{id:"355048",title:"Prof.",name:"Ioannis",surname:"Hatzaras",slug:"ioannis-hatzaras",fullName:"Ioannis Hatzaras"},{id:"452698",title:"Prof.",name:"Nikolaos",surname:"Arkadopoulos",slug:"nikolaos-arkadopoulos",fullName:"Nikolaos Arkadopoulos"},{id:"452699",title:"Ms.",name:"Melina",surname:"Vlami",slug:"melina-vlami",fullName:"Melina Vlami"}],corrections:null},{id:"78327",title:"Treatment of Advanced Hepatocellular Carcinoma",doi:"10.5772/intechopen.99837",slug:"treatment-of-advanced-hepatocellular-carcinoma",totalDownloads:90,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"Hepatocellular Carcinoma (HCC) is the fifth most common cancer and represents the fourth most common cause of cancer related death worldwide. Treatment of HCC is dictated based upon cancer stage, with the most universally accepted staging system being the Barcelona Clinic Liver Cancer (BCLC) staging system. This system takes into account tumor burden, active liver function, and patient performance status. BCLC stage C HCC is deemed advanced disease, which is often characterized by preserved liver function (Child-Pugh A or B) with potential portal invasion, extrahepatic spread, cancer related symptoms, or decreased performance status. Sorafenib has been the standard treatment for advanced HCC over the past decade; however, its use is limited by low response rates, decreased tolerance, and limited survival benefit. Researchers and clinicians have been investigating effective treatment modalities for HCC over the past several years with a focus on systemic regimens, locoregional therapy, and invasive approaches. In this systemic review, we discuss the management of advanced HCC as well as the ongoing research on various treatment opportunities for these patients.",signatures:"Mahmoud Aryan, Ellery Altshuler, Xia Qian and Wei Zhang",downloadPdfUrl:"/chapter/pdf-download/78327",previewPdfUrl:"/chapter/pdf-preview/78327",authors:[{id:"345604",title:"Dr.",name:"Ellery",surname:"Altshuler",slug:"ellery-altshuler",fullName:"Ellery Altshuler"},{id:"355009",title:"Dr.",name:"Wei",surname:"Zhang",slug:"wei-zhang",fullName:"Wei Zhang"},{id:"357255",title:"M.D.",name:"Mahmoud",surname:"Aryan",slug:"mahmoud-aryan",fullName:"Mahmoud Aryan"},{id:"435070",title:"Dr.",name:"Xia",surname:"Qian",slug:"xia-qian",fullName:"Xia Qian"}],corrections:null},{id:"78221",title:"Research Frontier of Accurate Diagnosis and Treatment Guided by Molecular Typing of Hepatocellular Carcinoma",doi:"10.5772/intechopen.99836",slug:"research-frontier-of-accurate-diagnosis-and-treatment-guided-by-molecular-typing-of-hepatocellular-c",totalDownloads:100,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Liver cancer will continue to be a major disease threatening the lives and health of our people in the next few decades. In recent years, with the development of early diagnosis and treatment of liver cancer, precise liver resection, and the development of targeted and immunotherapeutic drugs, the survival rate of liver cancer patients has been improved. Nevertheless, due to the high heterogeneity of liver cancer, patients with liver cancer in the same clinical stage still have great differences in response to treatment and prognosis. New staging and classification indicators are urgently needed to facilitate accurate diagnosis and treatment of liver cancer, so as to further improve the survival rate of patients. The continuous progress and development of multi-omics technology, single-cell technology, tumor molecular visualization technology and medical artificial intelligence, etc., make the molecular classification of liver cancer more and more approaching the true nature of tumor biological characteristics, thus contributing to the accurate diagnosis and treatment of liver cancer.",signatures:"Haicaho Zhao, Changzhou Chen and Jiefeng He",downloadPdfUrl:"/chapter/pdf-download/78221",previewPdfUrl:"/chapter/pdf-preview/78221",authors:[{id:"354074",title:"Dr.",name:"Haichao",surname:"Zhao",slug:"haichao-zhao",fullName:"Haichao Zhao"},{id:"354075",title:"Dr.",name:"Changzhou",surname:"Chen",slug:"changzhou-chen",fullName:"Changzhou Chen"},{id:"354848",title:"Prof.",name:"Jiefeng",surname:"He",slug:"jiefeng-he",fullName:"Jiefeng He"}],corrections:null},{id:"79097",title:"Surgical Therapy of Hepatocellular Carcinoma: State of the Art Liver Resection",doi:"10.5772/intechopen.100231",slug:"surgical-therapy-of-hepatocellular-carcinoma-state-of-the-art-liver-resection",totalDownloads:111,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular carcinoma (HCC) represents the third most common cause of cancer-related death, showing incremental growth rates throughout the last decades. HCC requires multidisciplinary approach in a group of patients suffering from underlying chronic liver disease, usually in the setting of cirrhosis. The mainstay of treatment in resectable cases is surgery, with anatomic and non-anatomic liver resections widely implemented, as well as liver transplantation in well-selected individuals. Nowadays, there is a variety of liver parenchyma transection devices used by hepatobiliary surgeons in specialized centers, which has significantly improved postoperative outcomes in HCC patients. Therefore, hepatectomy is considered safe and feasible and should be the main therapeutic option for HCC patients, candidates for resection. Liver resection utilizing cavitron ultrasonic aspirator in combination with bipolar radiofrequency ablation is safe and effective for the treatment of HCC with favorable clinical and oncological outcomes.",signatures:"Spyridon Davakis, Michail Vailas, Alexandros Kozadinos, Panagiotis Sakarellos, Anastasia Karampa, Dimitrios Korkolis, Georgios Glantzounis, Alexandros Papalampros and Evangelos Felekouras",downloadPdfUrl:"/chapter/pdf-download/79097",previewPdfUrl:"/chapter/pdf-preview/79097",authors:[{id:"357291",title:"Prof.",name:"Evangelos",surname:"Felekouras",slug:"evangelos-felekouras",fullName:"Evangelos Felekouras"},{id:"477996",title:"Dr.",name:"Spyridon",surname:"Davakis",slug:"spyridon-davakis",fullName:"Spyridon Davakis"},{id:"477997",title:"Dr.",name:"Michail",surname:"Vailas",slug:"michail-vailas",fullName:"Michail Vailas"},{id:"477998",title:"Dr.",name:"Alexandros",surname:"Kozadinos",slug:"alexandros-kozadinos",fullName:"Alexandros Kozadinos"},{id:"477999",title:"Dr.",name:"Panagiotis",surname:"Sakarellos",slug:"panagiotis-sakarellos",fullName:"Panagiotis Sakarellos"},{id:"478000",title:"Dr.",name:"Anastasia",surname:"Karampa",slug:"anastasia-karampa",fullName:"Anastasia Karampa"},{id:"478001",title:"Dr.",name:"Dimitrios",surname:"Korkolis",slug:"dimitrios-korkolis",fullName:"Dimitrios Korkolis"},{id:"478002",title:"Dr.",name:"Georgios",surname:"Glantzounis",slug:"georgios-glantzounis",fullName:"Georgios Glantzounis"},{id:"478003",title:"Dr.",name:"Alexandros",surname:"Papalampros",slug:"alexandros-papalampros",fullName:"Alexandros Papalampros"}],corrections:null},{id:"78669",title:"Systemic Therapy in Hepatocellular Carcinoma",doi:"10.5772/intechopen.100257",slug:"systemic-therapy-in-hepatocellular-carcinoma",totalDownloads:86,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Systemic therapy of advanced stage hepatocellular carcinoma (HCC) was limited to the sorafenib in the past decade since 2007. Novel agents including multiple targeting agents, immune checkpoint inhibitors and anti-angiogenesis reported efficacy in treatment. This is the first time, the combination of atezolizumab and bevacizumab as first-line treatment is superior to sorafenib. Standard guideline in advanced HCC was changing. New novel drugs increase in available including multiple targeting agents and immune checkpoint blockade such as Lenvatinib, regorafenib, cabozantinib, ramucirumab and immunotherapy as first line or second line therapy will benefit in term of survival benefit and quality of life in advanced stage or unresectable hepatocellular carcinoma.",signatures:"Chanchai Charonpongsuntorn",downloadPdfUrl:"/chapter/pdf-download/78669",previewPdfUrl:"/chapter/pdf-preview/78669",authors:[{id:"353777",title:"Dr.",name:"chanchai",surname:"Charonpongsuntorn",slug:"chanchai-charonpongsuntorn",fullName:"chanchai Charonpongsuntorn"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"6705",title:"Organ Donation and Transplantation",subtitle:"Current Status and Future 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The peanut meal was highly toxic, and the toxin-producing fungi was identified as
Structural elucidation of aflatoxins was accomplished and confirmed by total synthesis in 1963 [4]. There are four major aflatoxins B1, B2, G1 and G2 plus two additional toxic metabolic products M1 and M2 that are of significance as direct contaminants of foods and feeds and whose structures have been elucidated [3, 4]. These toxins have similar structures and form a unique group of highly oxygenated, naturally occurring heterocyclic compounds [5]. Their structures and molecular formulae are shown in Figure 1.
Chemical structures of aflatoxin B1 and other related aflatoxin metabolites [
Aflatoxins are just a subset of class of mycotoxins which are fungal metabolites rampant and invisible in the environment and have caused severe effects on food security and safety especially within sub-Saharan African (SSA) societies [9]. This class of mycotoxins include
Aflatoxin B1 (AFB1) is a secondary metabolite produced by
The important physico-chemical properties of AFB1 are shown in Table 1. It is odourless, tasteless and colourless. It is difficult to detect sensorically, and therefore it poses a real challenge to food handlers, consumers and regulators who are in a bid to control or eradicate it [15, 16, 17]. AFB1 exists as colourless to pale yellow crystals or white powder [18]. Aflatoxins are densely fluorescent; B refers to blue fluorescence, while G signifies green fluorescence. AFB1 exhibits a blue fluorescence with a fluorescence emission spectrum maximum of 425 nm and has UV maximum absorbance values at 223, 265 and 362 nm (in ethanol). It strongly absorbs UV light and is decomposed by it when dissolved in water or chloroform or when it is in form of solid films. AFBI has a Henry’s law constant value of 1.40 × 10−13 atm m3/mol at 25°C and a vapour pressure of 2.65 × 10−10 mmHg at 25°C. These properties would enable it to be less volatile and therefore has become very ubiquitous in the environment, becoming distributed in air, water and soil [15, 18]. It therefore can spread easily on the farm or in stores causing heavy damage to agricultural food crops and stored grains, respectively.
\nPhysico-chemical property | \n|
---|---|
IUPAC name | \n2,3,6a,9a-Tetrahydro-4-methoxycyclopenta[c] Furo[3′,2′:4,5]furo[2,3- | \n
MW | \n312.277 g/mol | \n
mp | \n268–269°C | \n
Physical state | \nColourless pale yellow crystalline to solid or white powder; odorless | \n
Specific Optical rotation | \n−558 °/D at 25°C (0.1 M in chloroform) or −480 °/D at 25°C (0.1 M in dimethyl formamide) | \n
Vapour pressure | \n2.65 × 10−10 mmHg at 25°C | \n
Water solubility | \n16.14 mg/l at 25°C; decreases at low temperature; generally soluble in water and polar solvents | \n
Stability | \nStable until melting point; decomposed by UV irradiation in water/chloroform | \n
Log Kow\n | \n1.23 | \n
BCF (fish) | \n3 | \n
Koc (soil) | \nRanges within 682–2.317 × 10−4\n | \n
Henry’s law constant | \n1.4 × 10−13 atm m3/mol at 25°C | \n
Fluorescence emission | \nDensely fluorescent blue (λmax = 450 nm) | \n
UV absorption | \nAbsorbs at 223, 265 and 362 nm | \n
Mass spectrum | \nIdentified by LC–MS; ionization ESI; precursor-type [M + H]+; m/z 313.071 | \n
Physico-chemical properties of AFB1.
The vapour pressure of AFB1 indicates that AFB1 will tend to exist solely in particulate phase in the atmosphere if released into air, according to a model of gas/particle partitioning of semivolatile organic compounds [19]. The particulate bound AFB1 will then tend to be removed from the atmosphere by wet and dry deposition. Since it absorbs UV light, it is susceptible to direct photolysis by sunlight. If released to soil, AFB1 is expected to have low mobility based on its Koc value which ranges from 682 to 2.3 × 104 and Freundlich adsorption coefficients, ranging from 17 to 238 mg/kg in different soil types. Volatilization from moist soils or water surfaces is not expected to be an important fate process based on its Henry’s law constant value of 1.4 × 10−13 atm-cm/mol. It is also not expected to volatilize much from dry soil surfaces based on its vapour pressure which is very low. The Koc of AFB1 indicates that it is expected to adsorb to soil and sediment. However, based on its Kow and BCF values, AFB1 would tend to have a relatively moderate potential for bioconcentration in aquatic organisms and animal adipose tissue. Perhaps this explains why it is rapidly absorbed in the stomach and intestines and why it is present in the blood, kidney and liver where it imparts its toxicity. In the water environment, AFB1 can undergo hydrolysis as it contains a cyclic ester functional group and the rates of hydrolysis are similar to those of non-cyclic esters, ranging from months to a year under normal environmental conditions (i.e. pH 5–9) [19]. However, ring strain and steric hindrance have been reported to prevent its ease of hydrolysis, and therefore the extent of hydrolysis is unexpectedly low [18]. AFB1 biodegradation in soil and water has been studied, and it has been found that biodegradation may not be a very important environmental fate process. For example, after incubation for 120 days in silt loam, clay loam and sandy loam soil types, respectively, only 8.1, 4.9 and 1.4% complete mineralization to CO2 was achieved [19]. Biodegradation in various soils with different pHs (ranging 5.8–7.3), organic carbon (OC) (ranging 0.46–2.82%) and cation exchange capacity (CEC) (ranging 11.7–18) showed very low concentrations of metabolites B2 and G2 after 1 day in a 20-day experiment, and the TLC results indicated that adsorption onto soil prevented AFB1 decomposition.
\nBiotransformation of aflatoxins has been studied and found to occur via four main routes [19, 20, 21, 22, 23]: (i) hydroxylation of carbon atom at junction of the two fused furan rings, aflatoxin B1 is converted into AFM1, and this occurs to some extent in the mammalian liver [19, 20]; (ii) oxidative o-demethylation of single aromatic methoxy-substituent gives aflatoxin P1 [19]; (iii) hydration of vinyl double bond would afford hemiacetals, and aflatoxin B1 has been converted to into hemiacetal AFB2A in pig, mouse and avian livers through this route [19, 22] and (iv) reduction of cyclopentenone ring, dihydroaflatoxicol, but this biotransformation seems to be confined to avian species and not mammals [19]. While the hydroxylated metabolite AFM1 is the product of metabolism of AFB1 and AFB2, G1 and G2 were established as dihydroxylated derivatives of B1 and B2, respectively. AFM1 is 4-hydroxy aflatoxin B1 and AFM2 is 4-hydroxy aflatoxin B2. The order of acute and chronic toxicity is B1 > FG1 > B2 > G2 [20].
\nExtensive studies on reactions of aflatoxins to various physico-chemical conditions and reagents have been conducted because of possible application of such reactions in detoxification of materials contaminated with aflatoxins [24]. In dry state, aflatoxins are heat stable up to melting point. However, in the presence of moisture and elevated temperatures, aflatoxins are destroyed to certain extents over a period of time. Such destructions of aflatoxins have been found to occur in oil seeds, meals and roasted peanuts or in aqueous solution at pH 7 [15, 16, 17]. It is postulated that such treatments can lead to the opening of the lactose ring, with possible destruction of decarboxylation, at elevated temperature [21]. In alkaline solution, hydrolysis of the lactose ring occurs, but this hydrolysis appears reversible, since it has also been shown that recyclization occurs following acidification of basic solutions containing aflatoxin [21, 24]. At a temperature of 100°C, lactose ring opening can occur, followed by a decarboxylation reaction [21]; and this reaction can further lead to a loss of the methoxy group from the aromatic ring [22]. In the presence of mineral acids, aflatoxins B1 and G1 are converted to aflatoxins B2A and G2A, respectively, due to acid-catalyzed insertion of water molecules across the double bonds in the furan ring, leading to hydroxylation (see Figure 1 chemical structures). In the presence of acetic and hydrochloric acids, the reaction of AFB1 and AFG1, respectively, gives the acetoxyl derivatives, with acetoxyl groups attached on the benzene rings [22]. Similar adducts of aflatoxins B1 and G1 are formed with methanoic acid-thionyl chloride, acetic acid-thionyl chloride and trifluoroacetic acid [22]. Reactions with oxidizing agents, such as sodium hypochlorite, potassium permanganate, chlorine, hydrogen peroxide, ozone and sodium perborate, change the aflatoxin molecule in some way as indicated by loss of fluorescences although the mechanisms of these reactions are still uncertain as the products remain unidentified in most cases [25]. Hydrogenation of aflatoxins B1 and G1 yields aflatoxins B2 and G2, respectively. If further reduced by 3 mol of hydrogen, aflatoxin B1 yields tetrahydroxyl aflatoxin, while reduction of aflatoxins B1 and B2 with sodium borohydride yields aflatoxins RB1 and RB2, respectively. The RB1 and RB2 arise because of the opening of the lactose ring followed by reduction of the acid group and the keto group in the cyclopentane ring. However, it should be noted that breakdown of aflatoxins by various means does not guarantee safety of the contaminated substance. At times this breakdown is reversible or may lead to another form of aflatoxin. Besides, reaction products have not been subjected to detailed examination, including length of time the reactions take place [25]. Researchers have just concluded that the decomposition is not complete based on trials with food samples [26].
\nIn general, the aflatoxins have been considered as difuranocoumarins, which are highly substituted coumarin derivatives containing a fused dihydrofurofuran moiety [1, 3, 4]. In particular, AFB1 is characterized by the fusion of a cyclopentenone ring to the lactone ring of the coumarin structure (Figure 1) and by strong fluorescence emission in the blue region (hence the designation B) when exposed to ultraviolet light [1, 3, 4]. Aflatoxins Bs strongly emit blue colour when they absorb UV light, and aflatoxins Gs strongly emit green colour when they absorb UV light. AFM1 is the principal hydroxylated metabolite of AFB1 and is produced upon the action of cytochrome P450 1A2 (CYP1A2) [27, 28]. It is strongly fluorescent, emitting blue-violet light. Specifically, AFB1 has similar chemical properties to other metabolites which include its slight solubility in water and polar organic solvents and less solubility in nonpolar solvents [23]. It has strong thermal stability, even at high temperature (>100°C), and this prevents it from being thermally degraded completely during food manufacturing, for example, when milk and dairy products are processed, since pasteurization and other thermal treatment methods alone are ineffective [29, 30]. Other chemical properties of AFB1, such as its instability to UV light or extreme pH conditions (<3 or >10) and reactivity of lactone moiety in the presence of ammonia or hypochlorite, have been useful in the development of methods for decontamination of feed and food [29, 30]. Several physical treatment methods like exposure to microwaves, gamma rays, X-rays and ultraviolet light have been investigated, but inconsistency of the results has discouraged their use, especially for heavily contaminated samples [31]. At present, ammoniation [32] and adsorption on clays or organic adsorbents [29] have commonly been used to achieve a good level of decontamination without disruption of the nutritional properties or safety of feed.
\nBiological methods of detoxification of mycotoxins are of two different types: the first being via enzymatic degradation and the second via sorption. In enzymatic biochemical processes, live microorganisms can biodegrade and mineralize the mycotoxins completely to CO2 or absorb them by attaching them to their cells by active interaction and accumulation and thereby reducing them from the media. Dead organisms can adsorb mycotoxins, and they can be used to make biofilters for fluid decontamination of products, where the aflatoxins are left on the filter and the products become subsequently decontaminated, or as probiotics to bind and remove mycotoxins from the human intestine [15, 33]. Enzymatic degradation can be complete mineralization to CO2, in which either extracellular or intracellular enzymes and various species of bacteria have been identified including
Various chemical treatment processes have been tried, including sodium hypochlorite (NaOCl), potassium permanganate (KMnO4), hydrogen peroxide (H2O2), sodium bicarbonate, sodium chloride and sodium borohydride (NaHBO3) a well-known reducing agent, to detoxify or decompose aflatoxins in various foods [16, 38, 39]. These reagents can be used, and, for example, formaldehyde and NH3 were found to neutralize AFB1, while NaSO4 was found to be less efficient in neutralizing AFB1 [38]. However, these reactions have to be optimized in terms of quantities needed and reaction time as well as temperature and pressure conditions required. Different cooking methods have also been tried to remove aflatoxins from foods [16, 17, 38, 40]. Normal cooking of rice was found to destroy only 49% AFB1 [16, 17]. In other experiments to study the reduction of aflatoxins in various products, boiling of maize in traditional cooking used in Kenya destroys 11–17.6% AFB1 and AFG2 [40], while in beer making 18–27% AFB1 still remain [38] and in bread making 25% still remain [26]. Kirui [39], in assessing the levels of aflatoxins that were left after various treatments following physico-chemical and traditional cooking methods for maize and maize products, found that boiling maize reduced total aflatoxin level from 83 to 7 ppb, dry decortication reduced the level from 51.3 to 9.6 ppb, boiling with Magadi soda (food softener) reduced the level from 59 to 13.4 ppb, solar irradiation (18 h) reduced the level from 60.8 to 13.7 ppb and UV irradiation (18 h) reduced the level from 81.7 to 61.4 ppb. He found that only dry decortication method, which involves boiling with Magadi soda followed by washing with water and boiling, respectively, reduced the levels significantly but not completely below the maximum limits. Alkali treatment with inorganic (e.g. boiling with NaCl) and organic bases were reported to be effective and economically feasible [17]. Occupational exposure to AFB1 has been reported to occur through inhalation and dermal contact at work places where commodities such as peanuts, grains, linseed oil or animal feeds are produced, stored or used. An average AFB1 exposure of 64 ng/d-kg body weight was reported for Danish workers in the animal feed production industry. General population may most likely be exposed to AFB1 via ingestion of contaminated food [18].
\nThe biosynthetic pathway of AFB1 has been explained by researchers. It is derived from both a dedicated fatty acid synthase (FAS) and a polyketide synthase (PKS) which occur in the mould, together known as norsolorinic acid synthases. The biosynthetic pathway has been described by Singh and Hsich [41], Yu et al. [42] and Dewick [43], among others, and, an outline of the method can be found in Wikipedia. The process begins with a FAS-aided synthesis of hexanoic acid, which is the starter unit for the iterative type I PKS. A PKS catalyzes addition of seven malonyl-CoA molecules to the hexanoic acid to form a C20 polyketide compound. The polyketide folds through a cyclization process induced by a PKS to form an anthraquinone norsolorinic acid, and a reductase enzyme then catalyzes the reduction of the ketone on the norsolorinic acid side chain to yield an intermediate, an averantin [41, 42, 43]. From here, various processes which are assisted with different enzymes including hydroxylases, dehydrogenases (for oxygenation and cyclization), CYP450 oxidases, esterases, reductases, methyl transferases and oxidoreductases occur, leading to different intermediates. The pathway for AFB1 biosynthesis is very complicated, and some of the enzymes and intermediates involved continue to be elucidated and characterized [43].
\nUnder favorable moulding conditions,
For research and other purposes, aflatoxins can be produced in small quantities by fermentation of
Several sampling and analytical methods which include thin-layer chromatography (TLC), high-performance liquid chromatography (HLPC), mass spectrometry and enzyme-linked immunosorbent assay (ELISA), among others, have been used to analyse aflatoxin B1 in various contaminated foods [49]. According to the Food and Agriculture Organization, the worldwide maximum tolerated levels of aflatoxin B1 were reported to be in the range of 1–20 μg/kg in human foods and 5–50 μg/kg in dietary cattle feeds in 2003 [50]. Apart from these limits, the WHO, EU, USFDA and Kenya Bureau of Standards (KEBS) have set international and national maximum limits for a specific aflatoxin metabolite (e.g. AFB1) level, as well as a total concentration which involves the summation of concentrations of all detected metabolites (AFB1, AFB2, AFG1, AFG2 and AFM1) in a sample. It is therefore important to optimize and interpret standard procedures for extraction, detection and quantitation of aflatoxins in a sample. A review of the methods that have been used is presented in the following paragraphs.
\nVarious researchers, including analysts, food specialists and health workers, have been involved in the analysis of aflatoxins including AFB1 in various materials including samples of human specimens, animal tissues, food, grains, cereals and legumes. Aflatoxins, AFB1 included, have been characterized by nuclear magnetic resonance (NMR) and liquid chromatography-mass spectrometry (LC–MS), and their mass spectral data are available in LC–MS libraries making it possible to screen samples rapidly. In addition, retention times and column flow-through patterns for aflatoxins combined with high-purity reference standards can be used in HPLC and other analytical techniques. Aflatoxins B1, B2, G1 and G2 have been determined quantitatively by HPLC with a fluorimetric detector using toluene as a mobile phase [51]. This method is applicable to food and feed extracts. Several AOAC official methods have been used to analyze AFB1 [1, 52]. These methods include ELISA, TLC and HPLC. TLC and fluorescence detection methods sometimes have reported high detection limits and are not used frequently nowadays for forensic purposes despite their popularity in the past. The methods for determination of aflatoxins in food samples and cereals for animal consumption can be validated as explained in the EC No. 882/2004 and EC No. 401/2006 methods, demonstrating their conformity with these methods, in terms of sensitivity, linearity, selectivity and precision [53].For mass spectral data, tandem mass spectrometry data containing a METLIN-tested metabolite database generated independently by the Scripps Center for Mass Spectrometry and Metabolics for identification of metabolites are available for reference in pdf. This product is available in Sigma-Aldrich. Other libraries are available for referencing including a Sigma-Aldrich database which presents HPLC Analysis of Aflatoxin Analogs on Ascentis® C18; a Sigma-Aldrich LC/MS/MS Analysis of μL Mycotoxins on Ascentis® Express Phenyl-Hexyl column and a Sigma-Aldrich UHPLC–MS/MS Analysis of μL Mycotoxins on Titan™ C18.
\nA high-performance liquid chromatographic method with online post-column photochemical derivatization and fluorimetric detection was used for simultaneous separation and quantitative determination of AFB1 and other metabolites in foodstuffs and feed material [53]. In one study, the chromatographic separation was accomplished by using a C18 column and analytes were eluted with an isocratic mobile phase consisting of water/methanol/acetonitrile [52]. In this method sample preparation requires simple extraction of aflatoxins with a mixture of water and methanol followed by a clean-up and a chromatographic separation step by immunoaffinity column and then detection [53]. Efficient analysis of aflatoxins B1, B2, G1 and G2 has also been achieved by matrix-assisted laser desorption/ionization time-of-flight mass spectrometry, using a UV-absorbing ionic liquid matrix with addition of NaCl to obtain matrix-free mass spectra, which enhances sensitivity via Na+ cationization [53]. Using ionic alpha-cyano-4-hydroxycinnamic acid (Et3N-alpha-CHCA) as the matrix, the matrix-free mass spectra in the m/z range of interest were acquired, and the B1, B2, G1 and G2 aflatoxins were readily detected with very low detection limits [53]. This technique is fast and requires minimal sample preparation (just mixing the liquid matrix with methanol extract), and no derivatization nor chromatographic separation is required. The method was reported to be suitable for rapid screening of aflatoxins including AFB1 in a wide array of major crops which are often subjected to huge world commercial trades such as peanuts, maize and rice, as well as to monitor bioterrorism threats by mycotoxin poisoning [53].
\nAnalysis of aflatoxins in clinical laboratory procedures is also often done routinely by analyzing AFB1 in blood and urine. This has been done by HPLC with various columns and a fluorescence detector as reported by Seo et al. [54]. Aflatoxin B1 recoveries ranged from 33 to 95%, for spiked human serum samples following extraction using hexane chloroform, chloroform extraction and clean-up with pentane on a silica gel column or acetone-ferric gel-chloroform extraction and clean-up with pentane on a silica gel column [55]. This reverse phase HPLC procedure was also used successfully for aflatoxins and metabolites in animal tissues, in a process involving trifluoroacetic acid-catalyzed conversion of aflatoxin B1 to a fluorescent derivative B2 [55]. Human urine and methanol extracted from the kidney, liver, brain tissues and sputum have been analysed using competitive ELISA methods with immunoaffinity columns and fluorometry, with concentrations for urine, sputum and tissue biopsies found to range from 1.0 to 5.0 ppb, with negative control patients showing no detectable mycotoxins in their fluids or tissues [56]. This study confirmed that AFB1 and other aflatoxins can be detected in body fluids and human tissues from patients exposed to mycotoxin-producing moulds in the environment and indicated which tissues or body fluids are most likely to give positive results. A procedure involving salting-out-assisted liquid/liquid extraction for multi-mycotoxin biomarkers and subsequent analysis using high-performance liquid chromatography-tandem mass spectrometry, for pig urine, has also been reported [53].
\nRadioimmunoassays that can detect levels as low as 0.27 pmol (0.06 ng) of AFB1 have been used to analyse crude extracts of corn and peanut butter with just traces of aflatoxins, and in these foodstuffs, as little as 1 μg aflatoxin/kg has been measured by this technique [57]. Detection limits for radioimmunoassay techniques vary ranging from 1 up to 5 μg/kg in various matrices including corn, peanut butter, cottonseed products, groundnuts and groundnut products and other cereals [1].
\nRecently, a comprehensive technique involving detection and quantification of aflatoxins using an AflaTest method has been described by William and George [58] and Orony et al. [59]. In this method, the presence of aflatoxins was tested in a screening step by TLC using the solvents hexane, petroleum ether, chloroform, acetone and toluene (10:10:60:10:10), and fluorescent spots were checked under UV light [59]. An AflaTest affinity column is an immunoaffinity column bound with specific antibodies of aflatoxin. When a sample is passed through, the aflatoxins become bound to the antibodies in the column [58]. A volume of 1 ml of the extract was diluted with distilled water and mixed well before filtering through a glass microfiber filter, and an aliquot of the filtrate was pipetted and passed through the AflaTest affinity column [59]. The column was cleaned twice with distilled water to remove the immunoaffinity impurities, and then aflatoxins were eluted from the column with HPLC-grade methanol and collected in a cuvette. A known volume of a developer solution (bromine solution in distilled water (5:45 vol/vol)) was added to the eluate, and then aflatoxin content was determined in the mixture using a fluorometer after a short period of 1 min. The fluorometer can have an inbuilt aflatoxin calibration standard, and it detects the intensity of the fluorescence which is determined by the amount of total aflatoxin present in the sample, and then a digital read out is obtained [59]. The limit of detection of the aflatoxins in this method was very low, about 0.05 μg/kg. Samples analysed using this method included fresh, smoked and grilled fish.
\nWasike [60] used an ELISA method, which is recommended by the FAO for rapid screening of agricultural produce such as grains and involves several steps including the following:
Nduti et al. [26] recently analysed aflatoxin B1 in cereals and other agricultural produce including sun-dried grains of maize and millet, maize flour and millet flour samples by PCR, a modified procedure similar to the ELISA methods reported by other researchers [50, 58, 59, 61]. The samples were transported immediately after sampling in cool boxes to an ISO 1705 accredited by Kenya Bureau of Standards laboratory and stored at −20°C until analysis was started. After grinding in a blender, known masses were weighed into disinfected beakers for extraction with a known volume of 70% methanol (in deionized water) by stirring. This was followed by filtering into a disinfected conical flask using Whatman filter paper No. 1. The residue on the filter paper was discarded and the filtrate preserved in the beaker for analysis. For analysis of aflatoxins, a known volume of a conjugate was introduced into the microwells using a micropipette, and then small aliquots of the filtrate were added [26]. A sample of 20 ppb of aflatoxin was put into one of the microwells as a control. After, 100 μl of the sample plus conjugate mixture was transferred to antibody-coated microwells and the mixtures incubated for 15 min. The method of Leszczynka et al. [61] was modified by using a specific conjugate mixture, thus eliminating the need for wells pre-washed with phosphate buffer solution (PBS). The PBS cleans the unbound proteins but also reduces sensitivity at the enzyme reaction site [62]. After incubation, the contents of the microwells were discarded and the microwells washed at least five times with distilled water to remove the nontoxin reactants [26]. After draining the water, an aliquot of the substrate solution was put into each of the microwells before incubation for another 5 min. The free and peroxidise-combined aflatoxins compete for the sites with mouse antibodies that are immobilized on the plates. The reaction in this process results in a colour change from a clear to a blue colouration, whose intensity indicates the aflatoxin content. A deeper colour indicates more reaction and binding with the substrate and less aflatoxin concentration in the sample. To stop the reaction, an acidic stop solution was added, which resulted in colour changes from blue to yellow, depending on the aflatoxin levels [26]. The resultant solutions in the microwells were fed into a microtiter plate PCR reader where the optical density of each microwell was read using a 450 nm filter, and the amount of total aflatoxin present in each sample was determined quantitatively online and recorded on a computer [26].
\nThe maximum levels (MLs) are established in various countries in Europe and the USA using various standard ELISA-based procedures [63]. For aflatoxin B1, the 5121AFB method and its kit provide a competitive enzyme immunoassay based on antibodies directed against anti-aflatoxin B1 [63]. The kit includes 96 wells 12 × 8 break-apart. The conjugate is aflatoxin-horseradish peroxidase. Rapid sample preparation procedures for cereals, rice, eggs, nut, honey, mashed fruits edible oils and feed are included in the kit manual. Antibody cross-reactivity includes aflatoxin B1 (100%), aflatoxin B2 (20%), aflatoxin G1 (17%) and aflatoxin G2 (4%). These standard procedures involve conjugate and standard/sample being pipetted into the wells and incubated for 1 h at 37°C. After washing, the ready-to-use substrate is added and incubated for 30 min at 20–25°C. The reaction is stopped and the absorbance read in a UV spectrophotometer at 450 nm. A EuroProxima software converts the measured optical density into concentration of the metabolite in the starting material. The assay limits of detections (LOD) (in ppb), calculated as Xn + 3SD as determined under optimal conditions, are cereals (0.5), rice (0.4), eggs (0.2), nuts (0.75), honey (0.2), mashed fruits (0.6), edible oils (1.0) and feed (1.0). The calibration standard concentrations ranged within 0, 0.0157, 0.0313, 0.0625, 0.125, 0.25 and 0.5 ng/ml [63].
\nDirect evidence for human exposure to AFs by ingestion or another route has been found in a number of countries by identifying AFs or their metabolites in human biological samples [46, 64]. Thus, it is becoming a significantly important issue for health of adults and people who are directly exposed to food contaminated with AFs [46, 64, 65]. Analyses of human specimen samples have to be done sometimes both for forensic and research purposes. In one analytical procedure [56], 100 mg of kidney sample was added to 1 ml tubes containing 1 ml 50% methanol before incubation for 5 min, until it completely dissolved. After, the suspensions were centrifuged at 10,000 rpm for 10 min and the upper layers (800 μl) collected into 2 ml glass tubes, before taking 5 μl for analysis using a UHPLC Q-Orbitrap, with triplicate measurements for each aliquot. Metabolites were separated in a UHPLC system (Dionex UltiMate 3000) equipped with a Waters column (Acquity BEH C18 1.7 μm, 2.1 × 50 mm) incubated at 40°C. The mobile phases were made up of water containing 0.1% formic acid and 2 mM ammonium formate (solvent a) and acetonitrile (solvent b), as explained [56]. The Q Exactive instrument, equipped with thermoelectrospray ionization in positive and negative switching modes, was utilized to detect the aflatoxins in the above samples, and the system was calibrated and controlled by a software (Xcalibur 3.1 and Q Exactive Tune) [56]. The UHPLC Q-Orbitrap analysis can produce large amounts of raw data using TraceFinder software [56]. In addition, kidney tissue was isolated and fixed in 4% paraformaldehyde for 48 h, before paraffin embedding and sectioning using a microtome (Leica, Germany); and the sections were stained, and the histopathology was assessed under a light microscope (Olympus, Japan), with photographs being taken at 200× magnification, for confirmation of aflatoxin exposure [56]. Blood samples were centrifuged to collect serum (15 min at 3000 rpm and 4°C) for measurement of biochemical parameters, including creatinine, urea, uric acid, malondialdehyde, superoxide dismutase and total antioxidant capacity, which were undertaken using ELISA kits [56].
\nIn another analytical method for AFB1, ELISA, TLC and HPLC were validated and used for identification of aflatoxin B1 (AFB1) in contaminated fish feed, media and fish serum samples [46, 48, 66, 67, 68, 69, 122]. The analysis and identification of AFB1 was achieved using a DOA-ELISA test kit, followed by TLC with retention factors of 0.81, 0.79, 0.81 and 0.80 for AFB1-contaminated fish feed, media and serum samples, respectively, co-chromatographed with an AFB1 reference standard. HPLC results showed that the AFB1 levels in contaminated fish feed, media and serum samples were 2.6, 2.6 and 2.7 ng/ml, respectively. The concentrations of AFB1 were almost similar for all the three samples but slightly higher in the fish serum sample which had 2.7 ng/ml; and it was therefore concluded that because of its accuracy and sensitivity when compared with routine methods of AFB1 analysis, fish serum provides a sensitive specimen for AFB1 analysis in fish. This TLC-HPLC method was strongly recommended for monitoring AFB1 contamination in feed stuffs, especially in fisheries where the feed is under continuous exposure to moisture. The method is highly recommended in aquaculture and fisheries to screen the mycotoxins in fish feed as it gives a measure of bioaccumulation of these toxins in fish serum which can be correlated well with toxic effects on different environments like in vitro and in vivo to help in ensuring safety and measuring AFB1 tolerance. In one study [46], detailed methods for fermentation using an inoculated
Direct determination of urinary mycotoxins is a better approach to assess individual’s exposure than the indirect estimation from average dietary intakes [70]. In a study by Fouad et al. [70], a new analytical method was developed and validated for simultaneous analysis of aflatoxins including AFB1 in urine based on ELISA. Like other ELISA methods so far described, the phenomenon of fluorescence quenching of an antibody by a specific ligand was applied in developing the technique for detection of mycotoxins, such as aflatoxin B1, ochratoxin A and zearalenone where loss of absorbance corresponds to inverse of concentration of aflatoxins [71].
\nDetecting aflatoxicosis in humans and animals is difficult due to variations in clinical signs and the presence of other factors such as suppression of the immune system caused by an infectious disease [72]. Of the two techniques most often used to detect levels of aflatoxins in humans, the first one involves measurement of the metabolite in urine (which however is only present for 24 h after exposure), and the second one involves measuring the level of aflatoxin-contaminated nuts, an AFB-albumin compound in the blood serum, providing information on exposure over weeks or months [72]. These biomarker measurements are important in investigating outbreaks where aflatoxin contamination is suspected. A variety of methods for detection of aflatoxins in food and feed that are highly specific, useful and practical have so far been discussed and are available for different needs. Methods are therefore available for different needs, ranging from techniques/methods for regulatory control in official laboratories (such as high-performance liquid chromatography-mass spectrometry (HPLC–MS)) [73, 74] to rapid test kits for factories and grain silos such as enzyme-linked immunosorbent assay (ELISA) [50, 73]. Potential novel aflatoxin detection systems, based on emerging technologies, include dipstick kits, hyperspectral imaging, electronic noses, molecularly imprinted polymers and aptamer-based biosensors (small organic molecules that can bind specific target molecules). The latter technologies may have relevance in remote areas because of their stability, ease of production and use. Sampling procedures for aflatoxin monitoring in export and import produce are problematic because moulds and aflatoxins are not evenly distributed throughout bulk shipments and batches of stored grain, and appropriate sampling is critical to get a representative result. Protocols for sampling procedures have been developed, in particular in the context of regulatory control. For instance, in setting maximum levels for aflatoxins, the Codex Alimentarius Commission has specified the protocols to be used for peanuts, almonds, Brazil nuts, hazelnuts, dried figs and pistachios intended for further processing and for ready-to-eat products [75]. The FAO of the United Nations [50] has developed a mycotoxin sampling tool which is available online. Recommended sampling methods are difficult to achieve, especially for subsistence farmers in rural areas who do not produce enough grain to spare the quantities needed for accurate testing. Thus, there is a need to develop rapid, low-cost, low-technology and accurate detection methods for aflatoxins to improve surveillance and control in rural areas. Organizations, such as the Partnership for Aflatoxin Control in Africa and the World Food Programme, are addressing these issues. The World Food Programme has instituted a Purchase-for-Progress Programme to ensure grain quality by creating a blue box, which contains test kits for grain quality, including aflatoxins [76]. Some of the problems encountered in sampling in Kenya have been discussed [76].
\nThe main concern in aflatoxins exposure is that once they are formed, they are heat stable so that neither cooking nor freezing can destroy them completely and they therefore remain in food indefinitely and can cause sublethal effects in the body of humans and animals [15, 16, 17, 26, 29, 36, 38, 39]. When given a sample of food or a specimen such as human milk for a forensic test, it is possible to predict which particular aflatoxin is suspected depending on the type of food, feed or specimen. There is potential increase in consumers’ health risks if higher levels of aflatoxins are permitted for various crops and other products. For example, increasing the current MLs from 4 μg/kg total aflatoxin to say 8 or 10 μg/kg for nuts such as cashew nuts, almonds and hazelnuts would have minor effects on the estimated dietary exposure, on the risk of cancer and the calculated margin of exposure, but due to carcinogenicity and genotoxicity limits, the MLs should be kept very low. The development of new methods for detecting and quantifying traces of aflatoxins and their metabolites in various matrices in future will influence not only the MLs but also reduce their lethality following human exposure.
\nHighlights on how changes in temperature, humidity, rainfall and carbon dioxide production due to climate change impact on fungal behaviour and consequently mycotoxin production have been investigated by researchers in Europe. Climate change has been reported as a driver for emerging food and feed safety issues worldwide, and the expected impact on the presence of mycotoxins in food and feed is of great concern [77]. AFB1 has the highest acute and chronic toxicity of all mycotoxins; hence, the maximal concentration in agricultural food and feed products and their commodities is regulated worldwide [77]. In this regard, the methods of analysis and detection, the structures and characteristics of aflatoxins and modelling of their maximum levels in various produce are expected to change in the future with changes in climate
\nThe different species of
Improper farming practices have led to an increase in mould growth and aflatoxin contamination in crops and animals. Improper feeding habits such as feeding animals with spoilt maize, feeding mouldy human food to animals and blending of mouldy cattle feed with a fresh batch are some of the bad practices found in Kenya [26]. In common agricultural practice the rotten maize cobs are separated from the good maize cobs which are later shelled and milled. The rotten maize grains are used, by mixing one bag of clean grains and two bags of rotten grains, to make animal feeds [25]. This practice of dilution does not drastically reduce the amount of aflatoxin contamination in animal feeds, and hence, commercial feeds in Kenya have been found to be contaminated with aflatoxin B1 and milk with aflatoxin M1 [82]. The eastern part of Kenya has been found to have more cases of historical occurrences of aflatoxin contamination, while the central and western parts have shown increased risk of aflatoxin contamination [83]. Transferring of seeds, crops, animal feeds and animals from one region to another can also introduce
Aflatoxins often occur in crops in the field before harvest and are usually associated with drought stress [79]. Poor storage conditions, especially during rainy seasons, can increase concentration of aflatoxins in produce [26]. They occur mainly in hot and humid regions where high temperature and humidity are optimal for mould’s growth and toxin production [26]. The growth of fungi is caused by a number of factors which provide an ideal environment that promotes the growth [83]. The conditions that must all be prevailing for fungal growth to occur in Kenya include relative humidity above 70%, temperatures of over 30°C for a period of a few days to a week and stress to the affected plant, such as drought, flood or insect infestation. Furthermore, there must be high moisture content of crop (20% or higher) [24]. The prevailing climatic conditions in Kenya, which include drought, erratic rainfall, high temperatures ranging between 20 and 35°C and high humidity (40–89%), provide a favourable environment for growth of mould and production of aflatoxins [84]. Mould usually does not grow in properly dried and stored foods, and therefore efficient drying of commodities and maintenance of the dry state, or proper storage, are an effective measure against mould growth and production of mycotoxins [25]. Therefore, to minimize the health risk from mycotoxins, people are advised to inspect whole grains (especially corn, sorghum, wheat, rice), dried figs and nuts such as peanuts, pistachio, almond, walnut, coconut, Brazil nuts and hazelnuts, which are all regularly contaminated with aflatoxins for evidence of mould, and discard any that look mouldy, discoloured or shrivelled [11]. They are also required to avoid damage of grains before and during drying and in storage, as damaged grain is more prone to invasion of moulds and therefore mycotoxin contamination [24].
\nResearchers have reported on
Biodegradation and metabolism of AFB1 can also generate aflatoxin metabolites in animals, human and the environment. Aflatoxin M1 (AFM1) is a product of aflatoxin B1 (AFB1) metabolism and is found in milk in areas of high aflatoxin exposure [26]. Subsequently humans may be exposed to this aflatoxin through milk and milk products, including breast milk, especially in areas where poor-quality grain is used for animal feed. The principal hydroxylated AFB1 metabolite present in most milk of cows fed with a diet contaminated with AFB1 is aflatoxin M1. Aflatoxin M1 is usually excreted after 12 h in milk and urine when animal feed contaminated with aflatoxin is administered to the animals [22]. The hydroxylated metabolite is formed as a result of biotransformation of AFB1 and AFB2 by hepatic microsomal mixed-function oxidase (MFO) system. Improper farming practices described earlier have led to an increase in risk of contamination. Commercial feeds have been found to be contaminated with aflatoxin B1 and milk with aflatoxin M1 [82]. Metabolites B2 and G2 have also been produced and detected in soil through biodegradation processes [24]. Food crops can become contaminated both before and after harvesting [24]. Preharvest contamination with aflatoxins is mainly common to grains such as maize, millet, cottonseed, peanuts and tree nuts. Postharvest contamination can be found in a variety of other crops such as coffee, rice and spices. Improper storage under conditions that favour mould growth can lead to levels of contamination much higher than those found in the field [22]. Apart from grains, postharvest production of
While toxicity of aflatoxin metabolites are now well recognized, it is not often known that
Aflatoxins are very toxic to mammals with the LD50 (oral, rat) being 4.8 mg/kg body weight for AFB1 reported and also to domestic animals with AFB1 LD50 (oral) values of 0.5 (dogs), 0.62 (pigs), 2 (guinea pigs) and 6.3 mg/kg (chicken) [86, 87]. They are known human carcinogens, and there is sufficient evidence for carcinogenicity of AFB1 in animals and human based on in vivo and in vitro studies that have been done [86, 87]. AFB1 has also been shown to be a potent mutagen and covalently binds to DNA, RNA and proteins in the liver. It is activated in the liver cells and induces principally G to T mutations [88]. DNA damage response which acts as an antitumor mechanism against genotoxic agents has confirmed that AFB1 is genotoxic. Genotoxicity studies of AFB1 on human embryo and adult liver cells in vitro have demonstrated the order of toxicity as B1 > G1 > G2 > B2 [86, 87]. Although AFB1 is a potent liver carcinogen in animals, in epidemiological studies done in Africa, it has been difficult to ascribe the incidence of human liver cancers solely to AFB1 because of concurrent exposure to other potentially causative agents (e.g. liver parasitism, hepatitis B virus, other mycotoxins as well as other carcinogenic environmental and food contaminants) that may be enhancing factors for liver damage and replication [89]. However, AFB1 binding to DNA and consequent interference with host genomes have been established and confirmed by mechanistic and inhibition studies [90]. Previously, some epidemiological studies were conducted on cancer patients aimed at evaluating the effects of AFB1 and AFM1 exposure on cancer cells in order to verify the correlation between toxin exposure and cancer cell proliferation and invasion [64].
\nThe International Agency for Research on Cancer (IARC) has classified AFB1 and AFM1 as human carcinogens belonging to Group 1 and Group 2B, respectively, with formation of DNA adducts identified [25, 45]. Aflatoxins play a causative role in 5–28% of hepatocellular carcinoma (HCC) worldwide [91]. Marchese et al. [64] have recently reviewed the chemistry and metabolism of AFB1 and AFM1 and their involvement in cancer development. They summarized the activation pathways of AFB1 and AFM1 and stated that AFB1 epoxidation is the key step in the genotoxic process and thus in the carcinogenesis, whereby the high affinity of the epoxide intermediate for purine bases of DNA was shown to lead to formation of AFB1-N7-Gua adduct that promoted mutations in nucleotide sequence. AFB1 is mainly metabolized in the liver upon action of the microsomal mixed-function oxidase (MFO) enzymes belonging to the superfamily of CYP450. It is converted into the reactive 8,9-epoxide in a process mediated by these oxidases. The epoxide exists as two stereoisomers, exo and endo, with the former being the toxic species responsible for AFB1 genotoxicity [92]. The exo-8,9-epoxide has a high binding affinity towards DNA, forming the 8,9-dihydro-8-(N7-guanyl)-9-hydroxy-AFB1 (AFB1-N7-Gua) adduct, thus leading to DNA mutations [64]. Epoxide formation is also involved in other metabolic pathways, including (i) conjugation with glutathione (GSH) catalyzed by glutathione-S-transferase (GST) with subsequent excretion as AFB-mercapturate, a pathway which is vital for the detoxification of AFB1 as a carcinogen, even though a depletion of GHS was also reported to lead to high levels of reactive oxygen species (ROS) causing oxidative damage [93]; (ii) enzymatic and non-enzymatic conversion to AFB1-8,9-dihydrodiol, which can further be converted into a dialdehyde form, and an aflatoxin dialdehyde subsequently which can get excreted through urine as dialcohol upon action of aflatoxin aldehyde reductase (AFAR) or can bind proteins, like albumin [92] and (iii) binding to other macromolecules like proteins or RNA, causing inhibition of proteins, DNA and RNA synthesis and dysregulation of normal cellular functions [94]. Microsomal biotransformation of AFB1 also includes hydroxylation of the toxin, leading to the formation of more polar and less toxic metabolites, including mainly AFM1 and aflatoxin Q1 (AFQ1). Different studies tried to assess the role of the CYP450 enzymes which are responsible for detoxification and formation of carcinogenic metabolites. CYP1A2 and CYP3A4 strains were found to be capable of activating AFB1 and the most active isoenzymes of the CYP450 family to do this [28]. It has been reported that CYP3A4 is responsible for the formation of AFB1-exo-8,9-epoxide and trace amounts of AFQ1, whereas CYP1A2 leads to both exo- and endo-8,9-epoxide and eventually to the hydroxylated AFM1 metabolite [27]. The other two isoenzymes that use AFB1 as a substrate to a minor extent are CYP3A7, expressed in the human foetal liver, and CYP3A5 [27]. Other mechanisms of AFB1 toxicity include formation of intracellular reactive oxygen species which cause oxidative damage, resulting in AFB1 inducing cytotoxicity; and studies have demonstrated oxidative stress-induced toxic changes in the liver related to AFB1 toxicity [90, 95] oxidative stress-induced apoptosis through a mitochondrial signal pathway which has been reported [96]. AFB1 has caused oxidative and nitrosative hepatoxicity in rat and chick hepatocytes [90]. The predominant mutation caused by AFB1-N7-Gua adduct has been identified, and the sites of mutation and selectivity towards guanine bases have been elucidated [64]. These mutation studies have confirmed the links with a great number of epidemiological data on hepatocellular carcinoma (HCC) patients from regions of high aflatoxin exposure, strengthening the association between HCC incidence and aflatoxin exposure [97]. Research on human exposure to AFB1 through diet and analysis of liver and plasma metabolites have demonstrated hepatocarcinogenesis, with plasma concentrations showing that absorption and metabolism of AFB1 are rapid in human.
\nIt has been noted that AFM1 is primarily considered a detoxification product of AFB1 metabolism, showing only 10% of mutagenicity compared to its precursor [92], and its metabolic fate is similar to that of AFB1, with the difference that AFM1 presents a poorer substrate for epoxidation, thus explaining the differences in genotoxic potencies. It has also been reported that CYP450 activation is not required for AFM1 to exert cytotoxic effects [92]. Apart from the principal biotransformation pathway involving CYP450, other activation mechanisms have been reported for aflatoxins. In fact, epoxidation catalyzed by prostaglandin H (PGH) synthase has been described by Battista et al. [98], whereas Weng et al. [99] have recently reported a mechanism in which lipid peroxidase (LPO) is the main enzyme responsible for AFB1-induced carcinogenesis, triggered by production of cyclic-methyl-hydroxy-1 and N2-propano-dG (meth-OH-PdG) adduct and/or inhibition of DNA repair.
\n\n
Human intoxication by aflatoxins may occur via contact, ingestion and inhalation; and they can affect the liver, kidney, stomach and lungs, salivary glands, colon and skin [91]. Once ingestion of aflatoxin B1 has taken place, the gastrointestinal tract rapidly absorbs it with other aflatoxins, and the circulatory system transports them to the liver [100]. Approximately 1–3% of the ingested aflatoxins irreversibly bind to proteins and DNA bases to form adducts such as aflatoxin B1-lysine in albumin [101]. Disruption of protein and DNA bases in hepatocytes disrupts their functions and causes liver toxicity [101]. This results into chronic exposure which is defined as the ingestion of very small doses of aflatoxins in a long period of time [101]. Ingestion of higher doses of aflatoxins can result in what is called acute aflatoxicosis [100]. The order of potency for acute and chronic toxicity is B1 > G1 > B2 > G2 [20]. AFB1 may not itself be toxic, but it is metabolized to produce more toxic metabolites, and its subsequent metabolism determines both the acute and chronic toxicity.
\nBankole and Adebanjo [11] have defined aflatoxicosis as poisoning which results from ingestion of aflatoxins in contaminated foods in human and feeds in animals and manifests as chronic or acute aflatoxicosis. The term is therefore not restricted to human poisoning only but can be used to describe aflatoxin poisoning in other organisms including domestic animals, birds, fish and other organisms. Chronic aflatoxicosis results from ingestion of low to moderate levels of aflatoxins. Chronic dietary exposure to aflatoxins is a major factor for hepatocellular carcinoma [11]. Common subclinical symptoms are seen through impaired food conversion and slow rate of growth with or without production of an overt aflatoxin syndrome and liver cancer [11]. Ingestion of higher doses of aflatoxin can result in an acute aflatoxicosis which manifests as hepatotoxicity with symptoms of liver damage, hemorrhage and alteration of food digestion or, in severe cases, liver failure and death (which occurs in 25% of cases of acute poisoning) [81]. No animal species is resistant to the acute toxic effects of aflatoxins [11]. The biological effects of aflatoxin can be grouped into four general categories: acute and chronic liver damage, reduced growth rate, impairment of immunologic and innate defense mechanisms and carcinogenic and teratogenic effects, respectively, and different animal species respond differently. Aflatoxicosis can be influenced by environmental factors as well as by levels ingested, duration of exposure, age health, nutritional status and diet [81]. Aflatoxin B1 is a very potent carcinogen in many species including primates, birds, fish and rodents. In each species, the liver is the primary target organ of aflatoxin toxicity and carcinogenicity in acute injury [81].
\nEarly symptoms of hepatoxicity from aflatoxicosis can manifest as anorexia, malaise and low-grade fever, which can progress to potentially lethal acute hepatitis with vomiting, abdominal pain, hepatitis and death [25]. Symptoms of AFB1 also include yellow eyes, swollen legs, vomiting, abdominal pain and bleeding. The health impact of aflatoxin exposure in animals mainly depends on dosage and response to the epidemic, and low dosages produce nutritional interference and immunological suppression, while high doses lead to acute illness and death [81]. Aflatoxins have been detected in the blood of pregnant women, umbilical cord blood and breast milk in African countries, with significant seasonal variations [24]. Levels of aflatoxins detected in the umbilical cord blood at birth are among the highest levels ever recorded in human tissues and fluids [24], and therefore mother-to-child transfer impacts are expected to be significant. Aflatoxins have been suggested as an aetiological factor in encephalopathy and fatty tissue degeneration of viscera, similar to Reye syndrome, which is common in countries with a hot and humid climate [101], an indication that exposure can lead to symptoms such as memory loss and dementia. Aflatoxins have been found in blood during the acute phase of the disease and in the liver of affected children [24]. In recent studies, aflatoxins have been found in the brains and lungs of children who have died from kwashiorkor and those who had died from various other diseases [21].
\nOutbreaks of acute aflatoxicosis from highly contaminated food have been documented in Kenya, India and Thailand [104]. In April 2004, an outbreak of an acute hepatotoxicity was identified among people living in Makueni, Kitui, Machakos and Thika Counties, and epidemiological investigation determined that the outbreak was as a result of aflatoxin poisoning from ingestion of contaminated maize [105]. In July 2004, 317 cases and 150 deaths had occurred, making this one of the largest and most severe outbreaks of acute aflatoxicosis documented worldwide [106]. In 1981, an outbreak of aflatoxicosis from contaminated maize occurred in Makueni County and other parts of Kenya which reported 500 acute illnesses and 200 deaths [103]. In both 1981 and 2004, drought and food shortages were followed by unreasonable rains during harvest which probably favoured the growth of aflatoxigenic
Year | \nThose affected | \nNumbers affected | \nSources of toxin | \nObserved effects | \n
---|---|---|---|---|
1977 | \nPoultry and dogs | \nUnspecified | \nContaminated maize | \nDeath | \n
1981 | \nHuman | \n12 | \nContaminated maize | \nDeath | \n
1984/1985 | \nHuman | \nUnspecified | \nContaminated maize | \nDeath | \n
1988 | \nHuman | \n3 | \nContaminated maize | \nDeath and acute symptoms | \n
2001 | \nHuman | \n29 | \nContaminated maize | \n16 deaths and acute symptoms | \n
2002 | \nPoultry and dogs | \nLarge numbers | \nContaminated maize | \nDeath | \n
2003 | \nHuman | \n6 | \nContaminated maize | \n6 deaths | \n
2004 | \nHuman | \n331 (500*) | \nContaminated maize | \n125 deaths and acute symptoms | \n
2005 | \nHuman | \n75 | \nContaminated maize | \n32 deaths and acute symptoms | \n
2006 | \nHuman | \n20 | \nContaminated maize | \n10 deaths and acute symptoms | \n
2007 | \nHuman | \n4 | \nContaminated maize | \n2 deaths and acute symptoms | \n
2008 | \nHuman | \n5 | \nContaminated maize | \n2 deaths and acute symptoms | \n
2010 | \nHuman and dogs | \nUnspecified | \nContaminated maize | \nUnconfirmed dog deaths; drop in prices | \n
Dietary exposure varies greatly from country to country, and estimates of dietary exposure indicate clear differences between developed and developing countries [25]. In developed countries, mean aflatoxin dietary exposures are generally less than 1 ng/kg body weight per day, compared with some sub-Saharan African countries where mean exposure exceeds 100 ng/kg body weight [24]. The Center for Disease Control and Prevention [108] has estimated that 4.5 billion people are exposed to aflatoxins worldwide, with the risks varying from country to country. In other reports, aflatoxin exposure in Africa ranged from 10 to 180 ng/kg body weight/day, while exposures in Europe and North America ranged from 0 to 4 and from 0.26 to 1, respectively [108]. A study done in Kenya has shown that populations from all economic strata have aflatoxin exposure [22]. The level of aflatoxin B1—the most toxic of the aflatoxins—in blood serum in individuals was found to be similar across the rich and poor, with the highest burden among the middle wealth quintile [22]. Climate changes have been reported to play a major role and would likely lead to increased occurrences of aflatoxins and other mycotoxins (and possibly their increased co-occurrence) in Kenya and other countries [22]. It has been reported that the tropical and subtropical regions of the world including sub-Saharan Africa and parts of Southern Asia are highly likely to continue experiencing aflatoxin-related contamination issues due to high temperature and humidity conditions, particularly damp conditions during the rainy seasons, and drought being experienced in these countries as these conditions increase crop susceptibility to aflatoxin contamination [25]. In another study, it was found that there was a low awareness and understanding of the dangers of mycotoxins in food and certain practices among farmers in Kenya could therefore increase the risk for exposure [76]. Gender analysis revealed that groups having knowledge were not always responsible for risk mitigation [83]. In a study conducted in the major farming regions in Kenya, it was found that 67% of the urban smallholder dairy farmers had no knowledge that milk could be contaminated with aflatoxin M1 and none knew how they could mitigate against this exposure [24, 109].
\nBankole and Adebanjo [11] mapped Kenya into aflatoxicosis risky areas taking into consideration humidity, temperature, rainfall, dairy cattle density, feed resources, farming systems and consumption of maize and milk. The eastern parts of the country had more cases of historical occurrences of aflatoxin contamination, while the central and western parts showed increased risk of aflatoxin contamination [83]. In Kenya AFB1 and other metabolites have been analysed and detected in animal commercial feeds, grains, flour and cooked diets. Among researchers, aflatoxin analysis in human and cattle feed is one of the most common research topics especially by graduate students in the national universities, although research into its human health impacts has received less attention. In a study done in 2008, it was reported that most people in Kenya were exposed to low-level doses of a wide spectrum of fungal poisoning through regular consumption of cereals such as maize and cereal products [76]. For example, an average Kenyan eats maize products at the rate of 0.4 kg/person/day such that even the lowest amount of exposure can result in a cumulative exposure likely to cause health effects [76]. Maize is the staple food (accounting for more than 75% total cereal area) and is mainly grown by small holder farmers who together with their families account for 70% of the Kenyan population [76].
\nIn a survey done in 2001, samples of agricultural produce including grains and flour obtained from ordinary grocery stores, kiosks, supermarkets and open-air markets in Nairobi and other towns in Kenya were found to be contaminated with moulds that produce aflatoxins among other mycotoxins [26]. Recently, the mean concentration levels of aflatoxins in dry maize grains in Kenya, as analysed by ELISA method, range from 2.51 to 17.4 ppb (dry weight) in samples taken from Western, Nairobi and Eastern provinces of Kenya [26, 60, 110]. Analysis of sun-dried maize, millet, flour and fish samples from different regions in Kenya found that, in general, there are aflatoxins including AFB1 in these products, even though at lower concentrations compared with standard maximum allowed levels by the WHO, FAO, EU and KEBS [26, 39, 60, 109, 110]. Wasike [60] determined total aflatoxin levels in randomly sampled maize grains from Bungoma using ELISA method and found 2.51–3.56 ppb of total aflatoxins (based on dry weight) and concluded that there was no significant variation (p < 0.05) with site. He also reported lack of awareness among farmers on aflatoxins in the areas where samples were taken from and listed harvesting, drying, storage methods and prevailing rainy weather during harvesting as main factors that influenced the production of aflatoxins [60]. Okech [110] used solvent extraction and LC–MS to analyse branded (milled and packaged by commercial Millers) flour samples taken from supermarkets and unbranded (milled by traditional posho mills, packed in sacks and weighed according to customer needs in open markets) flour samples obtained from various open markets in Nairobi, Thika and Machakos. He found AFB1 in 67% of the unbranded flour samples with mean concentrations ranging from 1.07 to 8.89 ppb. About 33% of the samples from Kiambu showed aflatoxin levels with one sample having 8.89 ppb which was above the KEBS and Codex maximum level limit of 5 ppb, while 16.7% of the samples from Nairobi and Machakos had aflatoxins levels but were lower than the 5 ppb limit [110]. One sample of unbranded maize flour from Machakos contained AFG2 which was detected at a mean concentration of 6.02 ppb which was above the 5 ppb limit [110]. In terms of total aflatoxins, 22.2% of the samples of unbranded maize flour had aflatoxins but were below the 10 ppb KEBS and Codex maximum level limit [110]. There were no aflatoxins (all were below detection limit) in all samples of the branded flour samples which showed that commercial maize milling process in Kenya, which involves removal of unsuitable grains, dehulling, and removal of bran, lowers risks of aflatoxin exposure in human in Kenya [26, 110]. It was concluded that the levels of AFB1 were lower after commercial milling with concentrations in unbranded maize flour being much lower than corresponding dried grains [110]. Nduti et al. [26] analysed dried maize grains and flour samples taken from Western, Eastern and Nairobi regions of Kenya by ELISA and found significant variations (p < 0.05) in the three regions, with mean total aflatoxin level in grains ranging from 7.95 ± 1.57 ppb (Nairobi samples) to 22.54 ± 4.94 ppb (eastern samples), which were higher than the 10 ppb KEBS and Codex maximum limit and therefore a major source of concern. No significant difference in aflatoxins levels with site in flour was found, and the total aflatoxins levels were detected but were below the 10 ppb limit. Nduti et al. [26] found maize grains to be contaminated with aflatoxins (including AFB1) in samples from Nairobi and Eastern Kenya detecting aflatoxins in all samples with levels higher than the Codex and KEBS maximum limit of 10 ppb usage. The variations with site were insignificant (p > 0.005), and slight differences in mean concentration levels were attributed to differences in weather such as wind, temperature, insect damage of produce and storage and handling [26]. However, in maize flour which is the staple food for most of the population, the mean total level was slightly >5 ppb which was lower than the WHO level. In this study, aflatoxin contamination was confirmed by the presence of AFM1 in urine of the population [26, 35]. Nduti et al. [26] proposed that sorting, cleaning, bran removal and the use of chemical and biological agents to reduce the levels may have influenced lower concentrations in flour than maize grains. The results of Nduti et al. [26] suggested that cooked mixture of maize and beans (traditionally known as
Recently, Orony et al. [59] reported mean total aflatoxins ranging from 0.33 to 1.58 ppb (wet weight) in sun-dried dagaa fish (
There have been reported cases of aflatoxin outbreaks in Kenya which have led to severe poisoning in school children and adults fed on maize products, some of the products being donations by WHO food programmes for the school feeding programme [112, 113, 123]. These outbreaks of aflatoxin prevalence and aflatoxicosis have been blamed on the lack of regulations and control measures including lack of adherence to handling procedures such as drying period, maintaining required moisture levels, removal of damaged grains, lack of optimal ventilation and temperature during storage, prevention of insect damage which encourages moulding, failure by the national grain cereal companies to purchase the grains from farmers on time and failure to perform routine analysis of moisture and aflatoxin presence in the produce before milling [76]. It has been reported that the most critical interval of drying maize in Kenya is from when it starts drying up, down to approximately 20% moisture, and during this interval moulds occur more easily than any other period [26]. This period can be very long, ranging from 28 to 58 days, respectively, when traditional storage methods are adopted [26], during which, grains are subjected to extreme fluctuations in weather such as rainfall. In sub-Saharan Africa, weather is critical in addition to the prevalence of the S-strain of
In Kenya, researchers at the Kenya Agricultural and Livestock Research Organization developed and manufactured a product called Aflasafe KE01 to fight aflatoxins in 2016 although this product has not yet trickled down significantly to the small-scale farmer. Aflasafe KE01 consists of four friendly strains of
Human exposure from milk has been a major issue of concern [113, 115, 116]. This originates from feeding cows with contaminated feeds or encouraging unhygienic conditions during milking, handling and storage of milk. Dairy production is widely practised in Kenya, and it provides a source of income to farmers, animal feed industry workers and all other stakeholders within the value chain [116]. Dairy farming systems in Kenya have changed over the years from direct use of pastures and hay only to commercial type of animal feeding where cowshed feeding is achieved with grain-based concentrates and silage [103, 105]. This practice was adopted due to increased productivity and high demand for the product. Studies have shown that aflatoxin contamination occurs in commercial feeds in Kenya and that exposure of cattle to mycotoxins generally occurs through consumption of contaminated feeds [103, 105, 109, 117]. AFM1 is usually excreted after 12 h in milk and urine when animal feed contaminated with AFB1/AFB2 is administered to the animals [22]. Aflatoxin is highly toxic to livestock, and feed contamination has been linked to increased mortality in farm animals. When cows consume aflatoxin-contaminated feed, they biotransform approximately 3–6% of AFB1 and AFB2 in their liver by hepatic microsomal mixed-function oxidase enzyme system into hydroxylated metabolites AFM1 and AFM2 [118] which are secreted into milk. AFB1, AFM1 and AFM2 aflatoxins have been detected in cow milk in Kenya [105]. Although AFM1 is 1000 times less toxic compared to AFB1, the AFM1 levels are regulated, and milk containing above 0.5 ppb level of AFM1 is considered unfit for human consumption [117]. Many countries have therefore regulated levels of AFB1 in animal feed, and the EU maximum limit has been set to 5 ppb; and it is recommended that animals should consume less than 40 μg/day of AFB1 in order not to exceed the allowed limit of AFM1.
\nThe World Health Organization, in collaboration with the Food and Agriculture Organization, is responsible for assessing the risks to humans caused by mycotoxins through contamination in food and for recommending adequate maximum levels in food and feed. Risk assessments of mycotoxins in food done by the Joint FAO/WHO Expert Committee on Food Additives are used by governments and by the Codex Alimentarius Commission (the intergovernmental standard-setting body for food) to establish maximum levels in food and provide other risk management advice to control or prevent contamination [11]. The outcome of such health risk assessments can either be a maximum tolerable intake (exposure) level or other guidance to indicate the level of health concern (such as the margin of exposure), including advice on risk management measures to prevent and control contamination and on analytical methods and monitoring and control activities [25]. These tolerable daily intakes are used by governments and international risk managers, such as the Codex Alimentarius Commission, to establish maximum levels for mycotoxins in food [11]. The maximum levels for mycotoxins in food are very low due to their severe toxicity. For example, the maximum levels for total aflatoxins set by the Codex in various nuts, grains, dried figs and milk are in the range of 0.5–10 μg/kg [24]. The WHO encourages national authorities to monitor and ensure that levels of mycotoxins in foodstuff on their market are as low as possible and comply with the both national and international maximum levels, conditions and legislation [25].
\nDifferent countries and authorities worldwide have rules and regulations governing aflatoxin B1 in foods which include the maximum permissible levels and recommended levels for certain foods. The Kenya Bureau of Standards (KEBS) has adopted the broad Codex standard limits of 5 ppb (for single metabolite) and 10 ppb for total aflatoxins in food but does not have lower limits for sensitive foods such as milk. The US Food and Drug Administration (FDA) had given an action level (maximum permissible) of total aflatoxin (B1) in combination with B2, G1 and G2 in foods as 20 μg/kg above in which the commodity is withdrawn from the markets [59], except milk which has a maximum level of 0.5 ppb. The Food Standards Agency has set a legal limit of total aflatoxins in foods as 10 μg/kg. Higher levels of 100–300 μg/kg are tolerable for some animal feeds. The EU has set maximum permitted levels for aflatoxin B1 in nuts, dried fruits, cereals and spices ranging from 2 to 12 μg/kg, while the maximum permitted level for aflatoxin B1 in infant foods is set at 0.1 μg/kg [119]. The maximum permitted levels for aflatoxin B1 in animal feeds set by the EU range from 5 to 50 μg/kg, and these levels are much lower than those set in the USA [120]. The Joint FAO/WHO Expert Committee on Food Additives has set the maximum permitted total aflatoxin level of AFB1 in combination with the other aflatoxins (B2, G1 and G2) at 15 μg/kg in raw peanuts and 10 μg/kg in processed peanut, while the tolerance level of aflatoxin B1 alone is 5 μg/kg for dairy cattle feed [121, 124, 125]. Results from previous studies have however shown that it is difficult if not impossible to eradicate AFB1 in cereals once produced [26]. For that matter, consumers are left vulnerable to exposure, yet burning of contaminated cereals, one of the most feasible ways of containing the menace, has caused problem of food insecurity in the past.
\nAflatoxicosis cases are very common in Kenya, and the major cause is contaminated maize and maize flour. The total aflatoxin and AFB1 levels that have been obtained in maize grains and maize flour are indicating that commercial milling and packaging of maize flour reduce the levels of aflatoxins considerably. However, a large population in the rural and urban areas which still rely on maize flour from open markets, through donation or by traditional posho milling, could be more exposed to aflatoxins as these sources increase and fail to reduce the levels, respectively. More research is needed to identify and determine aflatoxin levels in other produce such as beans, peanuts, groundnuts and their processed products. The current KEBS regulation and maximum allowable limits, in terms of total or single metabolite, are adequate for monitoring and controlling aflatoxicosis menace; however, for export produce and for long-term control of aflatoxicosis in the country, the maximum allowable limits need to be reviewed and lowered. With improvements in analytical techniques which are capable of giving lower detection limits, maximum allowable limits can be lowered to almost zero tolerance to reduce aflatoxicosis and hepatocarcinogenesis in human in Kenya. Although a lot of research in Kenya has gone into identification and determination of aflatoxin levels in various human foods and animal feeds and their detoxification mechanisms, it is still not possible to directly link AFB1 exposure to liver cancer as less epidemiological and biomarker studies have been done in Kenya to confirm such linkage.
\nThe authors wish to thank the National Research Fund (NRF), Nairobi, Kenya, through a multidisciplinary TUK/MMUST/Maseno/PCPB research grant.
\nThere seems to be a dearth in the generation of theories in the education phenomenon despite the large volumes of educational research that scholars have produced [1, 2]. The “intellectuals” generally take recourse to technicist education, which is characterized by the overreliance on technical rationality. The practitioners consider what was discovered by renowned academics to be the effective panacea to all academic ills even in situations that are apparently diverse. There is a tendency to apply the all-size-fits-all approach. The education practitioners are thus involved in miseducative practices which make the learners unaware pawns in written theories [3]. The teacher, education practitioners, both lecturers, and mentors lack knowledge about action research to the extent that they eschew it. Consequently, they adversely affect the life-long professional development of the teacher education students. The student should learn how to acquire procedural knowledge through action research.
This chapter aims at providing insights into the precipitation of agoraphobic dispositions when teacher education students are exposed to action research. The chapter is hinged on an empirical study with some teacher education students. For the clarification of issues that are in the discourse, firstly there are explications of critical concepts. The informants’ (teacher education students’) verbatim responses are then used to substantiate some viewpoints in the discourse.
At Columbia University in the United States of America, action research was formally introduced by Stephen Cory in teacher education in the 1950s [4]. Cory as a staunch advocate of action research postulated;
We are convinced that the disposition to study … the consequences of our own teaching is more likely to change and improve our practices than is reading about what someone else has discovered of his teaching.
Cory was emphasizing on the essence of action research as far as theories can be generated by the practitioners themselves. He was encouraging the education practitioners to embrace action research as it could liberate them from the academic slavery of technical rationality and systematicity. When action research was introduced in the United States of America, it was branded to be riddled with more vices than virtues [4]. In the 1970s, there was a revival of action research and educators questioned the applicability of conventional research that was grounded in positivism in generating solutions to educational problems. Some critical education practitioners postulated that conventional research was too theoretical and too general and thus not grounded on practice [5].
The renaissance of action research in the USA came with so much vigor that it was considered to be synonymous with professional development. The importance of action research was explained;
Action research is considered a requisite for professional development. The practitioner who embarks on action research is actively involved in the creation of knowledge about how to improve practice.
Agoraphobia is an anxiety disorder that is manifested by a person in situations that are perceived to be unsafe for the well-being of that person. It develops when one thinks that the immanent situation is potentially prone to causing feelings of entrapment, helplessness, or embarrassment. In other words, agoraphobia is the fear of situations that are suspected to cause estrangement or embarrassment. The person affected will go to great lengths to avoid these situations [6, 7]. Agoraphobia is often, but not always, compounded by a fear of social embarrassment. In most cases, the person who experiences agoraphobia avoids the situations and stays in the comfort of his/her safe haven [8]. Due to agoraphobic dispositions, some people refuse to leave their old practices even when the old practices are no longer valuable because the fear of being outside of their comfort areas is too great.
Agoraphobic dispositions are habits of the mind or tendencies to be apprehensive of some situations [9]. Being habits of the mind, agoraphobic dispositions are precipitated by some experiences. Experience is the conscious involvement of a person in a situation or event which requires that one thinks, feels, does, and concludes at the time or immediately thereafter [10]. It is given meaning and value when one does some reflections, that is when one recaptures his or her experience, thinks about it, mulls it over, and evaluates. Thus an experience shapes one’s perceptions. The definition of perception is given as;
Thus, perception is the viewpoint of an individual that was developed through interaction with the environment in particular situations. Through perception, the respondent gains information about properties and elements of the situation, which are critical to his or her survival [12]. The nexus between conception and experiences conjures up praxis.
Praxis is about action informed by theory and the construction of theory from practice. The contemporary conception of praxis was developed from the conception of the ancient Greek philosophers who considered it as human action in the natural and social world [13]. Aristotle, the ancient Greek philosopher, considered praxis as transformative and emphasized on the prominence of action over thought [14, 15]. Thus, according to him, praxis is a goal-directed action. The conception has since been developed to refer to the enactment or embodiment of theory. The worthiness of the theory was determined by the extent to which it could be put into practice for the transformation of the natural and social terrain.
In the education realm, praxis is realized through the cyclical process of experiential learning that was propounded by David Kolb [16]. In other words, praxis is also considered as reflection and action focused on critical consciousness of the oppressive structures [17]. The philosophy of praxis is emancipatory since it is antithetical to one-sided counterfeit venerations of reasoning that are rampant in spheres of life like religion and intellectualism [18].
Praxis is about philosophical discourses that consider the close intertwinement of empiricism and rationalism. In other words, praxis involves knowing, acting, and reasoning [19]. In praxis, reflection is the nodal point between theory and action. Reflection makes theory valuable by enabling its contextual embodiment. On the other hand, reflection provides rationality for action. Thus in praxis, the reality is interacted with consciously with the express purpose of transforming it for the improvement of the natural and social world [20, 21].
Action research is a mode of research in the quest for the requisite attitudes, knowledge, and skills about how to improve one’s practice. The educator-researcher embarks on research to improve the self in terms of teaching skills, techniques, and strategies. The value of action research is in the change that occurs in everyday classroom practice. Action research can be viewed as a tool for classroom practice reforms [4].
Action research is defined as;
Thus action research is a requisite research strategy that should be employed by educators when they are learning to solve contextual problems in their working environments [23]. The educator develops introspection and is not susceptible to externalization of teaching-learning problems. Thus the essence of action research is to improve on own practice which is tantamount to sustainable professional development [24]. Action to improve on practice is connected to research. Thus research and action are done simultaneously [25].
The teacher education learners’ perceptions and experiences were empirically explored by employing the qualitative research approach. The focus was on the generation of verbal data, which were about the descriptions of the learners’ perceptions of and meanings that they gave to experiences with action research. Thus the paradigm that guided the empirical part of the chapter is hermeneutical phenomenology. The essence of hermeneutical phenomenology is to interpret the lived experiences of the informants [26, 27, 28, 29]. The data were generated through in-depth interviews which were carried out one-on-one with 16 teacher education learners. The informants were purposively selected after they had abandoned the action research, which they had initially chosen. The interview questions were pilot-tested on four teacher education learners who had attributes similar to the sampled learners. The data generated from the pilot test were judged to be trustworthy and then the interview questions were presented to the informants whose gender data are presented in the Table 1.
Informant | Male | Female |
---|---|---|
Informant 1 | X | |
Informant 2 | X | |
Informant 3 | X | |
Informant 4 | X | |
Informant 5 | X | |
Informant 6 | X | |
Informant 7 | X | |
Informant 8 | X | |
Informant 9 | X | |
Informant 10 | X | |
Informant 11 | X | |
Informant 12 | X | |
Informant 13 | X | |
Informant 14 | X | |
Informant 15 | X | |
Informant 16 | X |
Informants’ bio-data.
The interviews carried out were audio-taped so as not to miss any data that were generated. The data were then transcribed and analyzed by employing the thematic approach. The data were coded according to themes that were identified and scrutinized for intra-coder consistency through reflexive, critical, and rigorous thinking guided by the Johnson-Christensen method. Thus the teacher education learners’ verbatim perceptions and experiences were categorized into themes that gave meaning to the prevailing situation [30, 31, 32].
Agoraphobia is the condition where sufferers become anxious in unfamiliar situations or when they perceive that they have little knowledge about a situation is precipitated by some experiences [33]. Informant 1 met with experiences that precipitate agoraphobic dispositions. He posited:
Similar experiences were met with by informant 2 who stated:
Action research is denigrated by some education practitioners. The denigration is miseducative and causes agoraphobic dispositions toward action research. In formant 3 postulated,
The condemnation of action research was corroborated by informant 4 who posited:
Further corroborative remarks were given by informant 5 who claimed:
The stage of action research non-acceptance in education that was explained by the teacher education learners was once experienced in the USA in the 1950s. Action research was attacked as being unscientific, a bit more than common sense, and an amateur’s work [4]. The attack was exacerbated by the increased interest in positivist inquiry during that era. The academics exalted positivism to utopian levels of objectivity and verifiability. To some extent the situation experienced by the teacher education, students could be worse off since some influential education practitioners are skeptical about the essence of action research.
Action research is surrounded by skepticism since most of the teacher educators did not formally study action research but the traditional conventional research. Informant 6 explained how she developed agoraphobic dispositions towards action research;
Further remarks were given by informant 7 who asserted:
In the same line of experiences, informant 8 gave the remarks;
Some teacher educators are not well versed in both declarative and procedural knowledge about action research. Such a situation leads them to the conservatism of their traditional research orientations and vilifications of action research. Lack of adequate knowledge of academic issues evokes some agoraphobic dispositions towards that issue. The dispositions are latent in some teacher educators when they insidiously discourage teacher education students to undertake action research. Thus the action research supervisors have an influence on the perceptions and experiences of students in action research.
In academia the separation of theory from practice makes the practitioners of education lose touch with reality. Detachment from reality begets alienation which according to Marx is the estrangement of learners from their experiential realities [35] which could subsequently cause the development of agoraphobic dispositions. The panacea to alienation is praxis which is conceptualized as the action and reflection upon the world in order to transform it [17]. Thus, the theory is used in studying the word and action uses the studied ‘word’ to interact meaningfully with the world. On the other hand, interaction with the world begets the generation of the meaningful ‘word’. Thus the word-world gulf is closed by the philosophy of praxis.
Informant 9 explained some experiences that lacked praxis and were causing agoraphobic dispositions;
Praxis is regarded as the only philosophy that is based on practice [36]. It is concerned with practical reasoning which is reasoning about what should be rather than what is there in real- life experiences.
The teacher should forever be a student [17]. There should never be a time of complacency and feelings of omnipotence in education since society is never at stasis. The teacher education student should always be learning how to learn in order to be an effective educator. Learning how to learn is
Learning is a pedagogical activity that focuses on the acquisition of requisite skills, knowledge, and attitudes for sustainable interaction with the environment. Learning cannot take place without a bearing on the contextual realities of life. If there was an instrument that measures the extent of learning (learnometer) it was supposed to focus on how the acquired attributes can be put into practice. The teacher education learner shows that learning would have taken place if he or she is in a position to embody the learned theories and discover their contextual virtues and vices. This can be shown when one embarks on participatory action research, which has an emphasis on reflection-in-action and reflection-on-action.
In pedagogical situations, there are some pseudo-learning activities which among others are; memorizing, cramming, mimicking, plagiarizing, and reciting. These activities lack reflection but are often confused with the learning activity by most education practitioners and learners. Informant 10 exposed how he developed agoraphobic dispositions from colleagues who had not been exposed to
Situation bereft of context-based learning.
Agoraphobic tendencies could be precipitated when pedagogical situations are bereft of context-based learning (CBL) scenarios. The CBL scenarios are efficacious since they make references to the use of real-life examples in teaching-learning situations. Thus the learners hinge learning on their practical experiences. The efficacy of the theories that are exposed to the learners should be tested against their lived experiences. Furthermore, practical experiences should help in the development of theories [37].
Informant 11 described a situation that was bereft of contextual learning, which precipitated an agoraphobic disposition in action research;
In 1896 John Dewey, the American pedagogue philosopher experimented on the efficacy of the first laboratory school [38]. The school was the first embodiment of praxis. Dewey wanted to show the intertwinement of empiricism and rationalism in the creation of knowledge. It was Dewey’s conviction that all ideas about education should be tested empirically in the laboratory (the classroom) and reflected upon to create contextual knowledge. Dewey’s praxis orientation can be considered contemporary action research [39]. Lack of proper awareness of the essence of action research exacerbated the development of agoraphobic dispositions towards action research. Informant 12 postulated;
The laboratory school was characterized by the experimentation of teaching-learning ideas and practices. The other issue focused on by the laboratory school was the relevance of the curriculum content in solving the problems experienced by the learners and society at large [40]. Taking from Dewey’s laboratory school, contemporary teacher education should discourage the practice of traditional education that is characterized by the regurgitation of facts given by the ‘educator’ or found in textbooks or the internet. The teacher education students should be encouraged to be creators of knowledge in the ‘laboratory’ which is the classroom.
The students who were exposed to monological teaching techniques are apprehensive of challenging the status quo in the acquisition of knowledge. Researching in teacher education has become confirmatory of the hunches of the renowned “educators.” Informant 13 exclaimed:
The informant had acquired the traits of a traditional teacher. When encountered by a problem, the traditional education-oriented learner ‘researches’ from the textbooks, or the internet when instead he or she is supposed to research with the learners focusing on the context of the learners he is teaching.
The other strategy that is followed by the traditional teacher education student is absolution. The student abstains from intervening in the problem and thinks that providential intervention would bring the solution. Informant 14 postulated:
The teacher education learner in a traditional education setup is by and large exposed to the acquisition of declarative knowledge which can also be referred to as descriptive knowledge, propositional knowledge, or “know that” knowledge. This type of knowledge focuses on specific facts [41]. It is content-based and could be associated with pseudo- learning activities such as cramming and memorization. Informant 15 described an agoraphobic situation derived from considering declarative knowledge on its own;
The implication is that declarative knowledge is not adequate for teacher education which requires the learner to be an effective facilitator of learning. The worthiness of declarative knowledge is realized when it provides insights into the contextual practicing of teaching. There should be a strong bond between declarative knowledge and procedural knowledge. The dearth of knowledge from experiences or practicing begets technical rationality [42].
One who succumbs to technical rationality relies on declarative knowledge which is acquired from external and secondary sources which are among others; teachers, textbooks, or the internet. The technical rationalist learner memorizes theories that he or she can hardly actualize or authenticate their efficacy in contextual situations. Informant 16 proclaimed;
Technical rationality is embedded in logical positivism since its adherents have the view that social reality is objective, measurable, explained in rational terms, and reflected upon in professionalization to enrich scientific problem-solving abilities [43]. The approach of technical rationality to problem-solving is linear since it purports that there is a systematic application of tried and tested solutions to some professional problems [44]. Thus technical rationality is employed by established professions in solving problems by considering concrete technical knowledge [45].
Technical rationality forecloses reflection-in-action for the creation of procedural knowledge. It also pertains more to the scientific and objectifiable manner in which knowledge should be obtained while reflection-in-action correlates more to the application of action that practitioners employ within their given professions to attain knowledge [43].
Procedural knowledge is concerned with the knowledge of how to perform a specific skill. It is also known as; practical knowledge, imperative knowledge, performative knowledge, or “knowing-how” knowledge [46]. The prime activity is practicing a skill that is focused on problem-solving in particular situations. Practicing and experiencing with reflection enhance the development of effective teaching skills [47]. In the context of the teacher education student, procedural knowledge about the skill of teaching is best developed when the student is oriented in action research which promotes practical and pragmatic rationality.
The teacher education learner as a practitioner should develop both practical and pragmatic rationality. Practical rationality is the substantiation of one’s knowledge anchored on one’s reflections on own experiences. In other words, practical rationality is the intellectual capacity for resolving a problem through reflection on the actions performed [48].
Practical rationality is closely related to pragmatic rationality which is now a contemporary educational value. This rationality is antithetical to the systematicity that is inherent in traditional education [48]. It makes reference to the results that are produced out of conscious action. Pragmatic rationality requires the practitioner to actively participate in making interventions to solve a problem. Subsequently, there should be reflections on the process adopted to come up with the desired results. Pragmatic rationality is realized by reflecting in action.
Schon is credited for integrating the role of science into professional practice and education through reflection-in-action [49]. Reflection-in-action entails active, persistent, and careful consideration of any belief or supposed form of knowledge in light of the grounds that support it and the further consequences to which it leads [1].
The employment of reflection-in-action in professional practice is characterized by the practitioner’s actions that show his/her desire to learn, obtain knowledge, and understand the situation that he/she works in [44]. Thus the practitioner reflects on phenomena and considers prior interpretations of knowledge that are understood and then employs this knowledge in the operation of generating new knowledge [50]. The theoretical framework in which reflection-in-action is found is reflective practice.
Reflective practice provides the anchorage for reflecting in- and on-action when being engaged in the process of continuous learning. Thus, the continuous reflection that the practitioner does on his or her own practice promotes lifelong learning. Reflective practice involves paying critical attention to the practical values and theories which inform everyday actions, by examining practice reflectively and reflexively [51]. From the definitions above, the prime rationale for reflective practice is that experience alone does not necessarily lead to professional development but the reflection on experience. Professional development does not come about with experience but is influenced by how one reflects on experience [52].
Reflective practice can be an important tool in practice-based professional learning settings where people learn from their own professional experiences, rather than from formal learning or knowledge transfer [53]. Reflective practice is one of the most important sources of personal professional development and improvement. It is also an important way to bring together theory and practice. Through reflection a practitioner is able to see and label forms of thought and theory within the context of his or her work [54]. A practitioner who reflects throughout his or her practice does not merely review the past actions and events but makes conscious scrutiny of his or her emotions, experiences, actions, and responses to gain insights into his or her existing knowledge base so as to develop professionally [55].
The concept of reflective practice is now widely employed in the field of teacher education and teacher professional development and is the basis for many programs of initial teacher education [56]. The practitioner in education is expected to embrace reflective practice since it entails the process by which the practitioner studies his or her own teaching methods to discover the best practice of learning facilitation. It involves the consideration of the ethical consequences of classroom procedures on students [56, 57]. Reflective practice in education can be described as teacher metacognition [58].
The term reflective practice is complex since it incorporates a wide range of the practitioner’s metacognition of activities in teaching-learning situations. Teaching and learning are complex concepts, and there is no universally right approach since their effectiveness is contextual rather than global. Reflecting on different approaches to teaching, and reshaping the understanding of past and current experiences, will lead to improvement in teaching practices in particular contexts [53]. The practitioners can gain insights from Schon’s reflection-in-action since they can develop professional knowledge from their experiences in the classroom.
Reflection can be regarded as learning from experience and is paramount to the educator’s practice since it evokes awareness of being accountable. Without reflection, educators are not able to look objectively at their actions or take into account the emotions, experiences, or consequences of actions to improve their practice [59]. Through reflective practice, educators get engaged in continuous professional learning. The educators are conscientized on the essence of retrospection in their practices and reflect on how they support learners to achieve optimal learning outcomes.
Reflective practice moves teachers from their knowledge base of distinct skills to a stage in their careers where they are able to modify their skills to suit specific contexts and situations, and eventually invent new strategies [60]. Thus through reflective practice educators are able to develop themselves beyond existing theories in practice and become responsive to the dynamic environments of their day-to-day practices.
Agoraphobic dispositions in action research of the teacher education learners are precipitated by the miseducative experiences of the learners. The teacher education practitioners, the lecturers, and the mentors are the perpetrators of the miseducative experiences. They have a proclivity to traditional education, which in research emphasizes the traditional fundamental research at the expense of action research. The educators explicitly vilify action research. The learners though in the laboratory (classroom) are not encouraged to be creators of procedural knowledge. The learners are credited for exhibiting technical rationality which focuses only on the use of declarative knowledge. Instead, the learners should be encouraged to focus on practical and pragmatic rationality, which uses procedural knowledge created by them. The agoraphobic dispositions could easily be warded off when learners are exposed to
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Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:{name:"Association for Computing Machinery",country:{name:"United States of America"}}},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:"Manufacturing and Technology Integrated Campus – SENAI CIMATEC",institution:null},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:'"Politechnica" University Timişoara',institution:null},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"414880",title:"Dr.",name:"Maryam",middleName:null,surname:"Vatankhah",slug:"maryam-vatankhah",fullName:"Maryam Vatankhah",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Borough of Manhattan Community College",country:{name:"United States of America"}}},{id:"414879",title:"Prof.",name:"Mohammad-Reza",middleName:null,surname:"Akbarzadeh-Totonchi",slug:"mohammad-reza-akbarzadeh-totonchi",fullName:"Mohammad-Reza Akbarzadeh-Totonchi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Ferdowsi University of Mashhad",country:{name:"Iran"}}},{id:"414878",title:"Prof.",name:"Reza",middleName:null,surname:"Fazel-Rezai",slug:"reza-fazel-rezai",fullName:"Reza Fazel-Rezai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"American Public University System",country:{name:"United States of America"}}},{id:"426586",title:"Dr.",name:"Oladunni A.",middleName:null,surname:"Daramola",slug:"oladunni-a.-daramola",fullName:"Oladunni A. Daramola",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Federal University of Technology",country:{name:"Nigeria"}}},{id:"357014",title:"Prof.",name:"Leon",middleName:null,surname:"Bobrowski",slug:"leon-bobrowski",fullName:"Leon Bobrowski",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Bialystok University of Technology",country:{name:"Poland"}}},{id:"302698",title:"Dr.",name:"Yao",middleName:null,surname:"Shan",slug:"yao-shan",fullName:"Yao Shan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Dalian University of Technology",country:{name:"China"}}},{id:"354126",title:"Dr.",name:"Setiawan",middleName:null,surname:"Hadi",slug:"setiawan-hadi",fullName:"Setiawan Hadi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Padjadjaran University",country:{name:"Indonesia"}}},{id:"125911",title:"Prof.",name:"Jia-Ching",middleName:null,surname:"Wang",slug:"jia-ching-wang",fullName:"Jia-Ching Wang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"National Central University",country:{name:"Taiwan"}}},{id:"332603",title:"Prof.",name:"Kumar S.",middleName:null,surname:"Ray",slug:"kumar-s.-ray",fullName:"Kumar S. Ray",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Statistical Institute",country:{name:"India"}}},{id:"415409",title:"Prof.",name:"Maghsoud",middleName:null,surname:"Amiri",slug:"maghsoud-amiri",fullName:"Maghsoud Amiri",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Allameh Tabataba'i University",country:{name:"Iran"}}},{id:"357085",title:"Mr.",name:"P. Mohan",middleName:null,surname:"Anand",slug:"p.-mohan-anand",fullName:"P. Mohan Anand",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356696",title:"Ph.D. Student",name:"P.V.",middleName:null,surname:"Sai Charan",slug:"p.v.-sai-charan",fullName:"P.V. Sai Charan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"357086",title:"Prof.",name:"Sandeep K.",middleName:null,surname:"Shukla",slug:"sandeep-k.-shukla",fullName:"Sandeep K. Shukla",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}}]}},subseries:{item:{id:"18",type:"subseries",title:"Proteomics",keywords:"Mono- and Two-Dimensional Gel Electrophoresis (1-and 2-DE), Liquid Chromatography (LC), Mass Spectrometry/Tandem Mass Spectrometry (MS; MS/MS), Proteins",scope:"With the recognition that the human genome cannot provide answers to the etiology of a disorder, changes in the proteins expressed by a genome became a focus in research. Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. The Proteomics topic aims to attract contributions on all aspects of MS-based proteomics that, by pushing the boundaries of MS capabilities, may address biological problems that have not been resolved yet.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",hasOnlineFirst:!0,hasPublishedBooks:!0,annualVolume:11414,editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",slug:"paolo-iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",biography:"Paolo Iadarola graduated with a degree in Chemistry from the University of Pavia (Italy) in July 1972. He then worked as an Assistant Professor at the Faculty of Science of the same University until 1984. In 1985, Prof. Iadarola became Associate Professor at the Department of Biology and Biotechnologies of the University of Pavia and retired in October 2017. Since then, he has been working as an Adjunct Professor in the same Department at the University of Pavia. His research activity during the first years was primarily focused on the purification and structural characterization of enzymes from animal and plant sources. During this period, Prof. Iadarola familiarized himself with the conventional techniques used in column chromatography, spectrophotometry, manual Edman degradation, and electrophoresis). Since 1995, he has been working on: i) the determination in biological fluids (serum, urine, bronchoalveolar lavage, sputum) of proteolytic activities involved in the degradation processes of connective tissue matrix, and ii) on the identification of biological markers of lung diseases. In this context, he has developed and validated new methodologies (e.g., Capillary Electrophoresis coupled to Laser-Induced Fluorescence, CE-LIF) whose application enabled him to determine both the amounts of biochemical markers (Desmosines) in urine/serum of patients affected by Chronic Obstructive Pulmonary Disease (COPD) and the activity of proteolytic enzymes (Human Neutrophil Elastase, Cathepsin G, Pseudomonas aeruginosa elastase) in sputa of these patients. More recently, Prof. Iadarola was involved in developing techniques such as two-dimensional electrophoresis coupled to liquid chromatography/mass spectrometry (2DE-LC/MS) for the proteomic analysis of biological fluids aimed at the identification of potential biomarkers of different lung diseases. He is the author of about 150 publications (According to Scopus: H-Index: 23; Total citations: 1568- According to WOS: H-Index: 20; Total Citations: 1296) of peer-reviewed international journals. He is a Consultant Reviewer for several journals, including the Journal of Chromatography A, Journal of Chromatography B, Plos ONE, Proteomes, International Journal of Molecular Science, Biotech, Electrophoresis, and others. He is also Associate Editor of Biotech.",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",slug:"simona-viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",biography:"Simona Viglio is an Associate Professor of Biochemistry at the Department of Molecular Medicine at the University of Pavia. She has been working since 1995 on the determination of proteolytic enzymes involved in the degradation process of connective tissue matrix and on the identification of biological markers of lung diseases. She gained considerable experience in developing and validating new methodologies whose applications allowed her to determine both the amount of biomarkers (Desmosine and Isodesmosine) in the urine of patients affected by COPD, and the activity of proteolytic enzymes (HNE, Cathepsin G, Pseudomonas aeruginosa elastase) in the sputa of these patients. Simona Viglio was also involved in research dealing with the supplementation of amino acids in patients with brain injury and chronic heart failure. She is presently engaged in the development of 2-DE and LC-MS techniques for the study of proteomics in biological fluids. The aim of this research is the identification of potential biomarkers of lung diseases. 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