RNA polymerase (RNA pol) subunit composition.
\r\n\tThis book aims to provide a comprehensive overview for the robotic interaction including dynamic modeling and control aspects in order to provide a guide for designers of robotic controllers. Furthermore, it helps the roboticists to select the right model, control architecture and accordingly design the appropriate control algorithm for robotic interactive task with respect to the implemented robotic technology.
",isbn:null,printIsbn:null,pdfIsbn:null,doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!1,isSalesforceBook:!1,hash:"9531ee9c84fd27d3e5f84caf963632b3",bookSignature:"Dr. Ali Leylavi Shoushtari and Prof. Andon Venelinov Topalov",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/8359.jpg",keywords:"Robotic physical interaction, Human - robot interaction, Kinematics, Dynamics, Interactive tasks, Motion planning, Anthropomorphic manipulators, Compliant joint, Back-drivability, Control approaches, Safety in robotic interaction, Soft robotics",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:0,numberOfDimensionsCitations:0,numberOfTotalCitations:0,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"July 9th 2018",dateEndSecondStepPublish:"July 30th 2018",dateEndThirdStepPublish:"September 28th 2018",dateEndFourthStepPublish:"December 17th 2018",dateEndFifthStepPublish:"February 15th 2019",remainingDaysToSecondStep:"4 years",secondStepPassed:!0,currentStepOfPublishingProcess:5,editedByType:null,kuFlag:!1,biosketch:null,coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"266351",title:"Dr.",name:"Ali",middleName:null,surname:"Leylavi Shoushtari",slug:"ali-leylavi-shoushtari",fullName:"Ali Leylavi Shoushtari",profilePictureURL:"https://mts.intechopen.com/storage/users/266351/images/system/266351.png",biography:"He received his PhD in Biorobotics from Scuola Superiore Sant\\'Anna, Pisa and MSc in Mechatronics from South Tehran Branch, Azad University. During his PhD he designed and developed Bio-inspired inverse kinematic algorithm for anthropomorphic robotic manipulators, and designed and developed a unified motion planning and compliance control framework for upper-arm Neuro-rehabilitation robotic task. Persued research on design, fabrication and modeling or soft origami actuators in Center for Micro-BioRobotics (CMBR), IIT as a postdoctoral researcher. In 2019, the Farm Tech Group joined Wageningen University & Research and is currently working on soft adhesive grippers for delicate crop handling. The project is in collaboration with the Department of Experimental Zoology, WUR to take inspiration from adhesive properties of tree frog fingertip and Department of Physical Chemistry and Soft Matter in order to develop fabrication methods for soft actuators and sensor.",institutionString:"Wageningen University & Research",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Wageningen University & Research",institutionURL:null,country:{name:"Netherlands"}}}],coeditorOne:{id:"147800",title:"Prof.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",profilePictureURL:"https://mts.intechopen.com/storage/users/147800/images/system/147800.jpeg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. He has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. His current research interests are in the fields of intelligent control and robotics.",institutionString:"Technical University of Sofia, branch in Plovdiv",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"0",institution:null},coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"22",title:"Robotics",slug:"physical-sciences-engineering-and-technology-robotics"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"247041",firstName:"Dolores",lastName:"Kuzelj",middleName:null,title:"Ms.",imageUrl:"https://mts.intechopen.com/storage/users/247041/images/7108_n.jpg",email:"dolores@intechopen.com",biography:"As an Author Service Manager my responsibilities include monitoring and facilitating all publishing activities for authors and editors. From chapter submission and review, to approval and revision, copyediting and design, until final publication, I work closely with authors and editors to ensure a simple and easy publishing process. I maintain constant and effective communication with authors, editors and reviewers, which allows for a level of personal support that enables contributors to fully commit and concentrate on the chapters they are writing, editing, or reviewing. I assist authors in the preparation of their full chapter submissions and track important deadlines and ensure they are met. I help to coordinate internal processes such as linguistic review, and monitor the technical aspects of the process. As an ASM I am also involved in the acquisition of editors. 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While archaea and bacteria contain only one RNA pol, most eukarya contain three different enzymes responsible for the specific synthesis of different types of RNAs [1]. RNA pol I synthesises the precursor of the three largest rRNAs, whereas RNA pol III sy\\nthesises mostly tRNAs and 5S rRNA, together with several short non-translated RNAs. Meanwhile, RNA pol II produces all mRNAs and many non-coding RNAs [1, 2]. Moreover, in plants, two additional polymerases, IV and V (or nuclear RNA polymerases D and E), reportedly synthesise small interfering RNAs (siRNAs), regulating methylation and participating in gene silencing, as well as long non-coding RNAs involved in development and response to environmental changes [3, 4, 5].
\nWhile bacteriophage T7 and some related enzymes that transcribe the mitochondrial genome or contribute to chloroplast transcription are single-subunit RNA polymerase [6], bacterial, archaeal and eukaryotic enzymes are heteromultimeric complexes (Table 1). As in other eukaryotes, yeast RNA pol I, II and III are composed of 14, 12 and 17 subunits, respectively. These contain a catalytic core formed by the two largest subunits, which are highly conserved through evolution (Rpb1 and Rpb2). Moreover, among all eukaryotic RNA pol subunits, five have bacterial homologues (Rpb1, Rpb2, Rpb3, Rpb6 and Rpb11) and others are common to archaea, but without bacterial homologues (Rpb4, Rpb5, Rpb7, Rpb8, Rpb9, Rpb10, and Rpb12) [1, 2, 6, 7, 8, 9]. Finally, eukaryotic RNA pols contain five common subunits to the three enzymes (Rpb5, rpb6, Rpb8, Rpb10 and Rpb12), which have archaeal homologues (Figure 1) [10, 11, 12].
\nEukaryotes | \n||||||
---|---|---|---|---|---|---|
Bacteria | \nArchaea | \nRNA pol I | \nRNA pol II | \nRNA pol III | \nRNA pol IV (plants) | \nRNA pol V (plants) | \n
β | \nRpo1 (RpoA) | \nRPA190 | \nRPB1 | \nRPC160 | \nNRPD1 | \nNRPE1 | \n
β | \nRpo2 (RpoB) | \nRPBA135 | \nRPB2 | \nRPC128 | \nNRPD/E2 | \nNRPD/E2 | \n
α | \nRpo3 (RpoD) | \nRPAC40 | \nRPB3 | \nRPAC40 | \nRPB3 [1] | \nRPB3 [1] | \n
α | \nRpo11 (RpoL) | \nRPAC19 | \nRPB11 | \nRPAC19 | \nRPB11 | \nRPB11 | \n
ω | \nRpo6 (RpoK) | \nRPB6 | \nRPB6 | \nRPB6 | \nRPB6 [1] | \nRPB6 | \n
\n | Rpo5 (RpoH) | \nRPB5 | \nRPB5 | \nRPB5 | \nRPB5 [3] | \nNRPES5 | \n
\n | Rpb8 (RpoG)* | \nRPB8 | \nRPB8 | \nRPB8 | \nRPB8 [1] | \nRPB8 [1] | \n
\n | Rpo10 (RpoN) | \nRPB10 | \nRPB10 | \nRPB10 | \nRPB10 | \nRPB10 | \n
\n | Rpo12 (RpoP) | \nRPB12 | \nRPB12 | \nRPB12 | \nRPB12 | \nRPB12 | \n
\n | Rpo4 (RpoF) | \nRPA14 | \nRPB4 | \nRPC17 | \nNRPD/E4 | \nNRPD/E4 | \n
\n | Rpo7(RpoE) | \nRPA43 | \nRPB7 | \nRPC25 | \nNRPD7 [1] | \nNRPE7 | \n
\n | \n | RPA12 | \nRPB9 | \nRPC11 | \nNRPD9b | \nRPB9 | \n
\n | Rpo13* | \n\n | \n | \n | \n | \n |
\n | \n | RPA49 | \n\n | RPC53 | \n\n | \n |
\n | \n | RPA34.5 | \n\n | RPC37 | \n\n | \n |
\n | \n | \n | \n | RPC82 | \n\n | \n |
\n | \n | \n | \n | RPC34 | \n\n | \n |
\n | \n | \n | \n | RPC31 | \n\n | \n |
RNA polymerase (RNA pol) subunit composition.
In a square, the RNA pol common subunits in a box. *Subunits RpoG and Rpo13 have been identified only in some archaeal species [6] [1]. The numbers in square brackets indicate the number of orthologues of RNA pol IV and RNA pol V subunits in plants.Different names for common subunits of yeast RNA pol: Rpb5: ABC27; Rpb6: ABC23 or Rpo26; Rpb8: ABC14.5; Rpb10: ABC10β; Rpb12: ABC10α.
Schematic representation of structure of the RNA pols I, II and III. Each RNA pol common subunit is indicated in grey. The numbers correspond to each subunit are indicated in
In the last few decades, substantial progress has been made to understand the role of the RNA pol common subunits in transcription, but their participation in the activity of each enzyme remains unclear. This review gives a comprehensive overview of current knowledge on the five common subunits of eukaryotic RNA pol, placing attention not only on their common roles in the activity of the RNA pols but also on describing specific roles for some of the complexes.
\nIn budding yeast, the essential Rpb5 subunit, also known as ABC27, consists of 215 amino acid residues and has a molecular mass of 27 kDa [11, 13, 14, 15]. Contrary to other RNA polymerase common subunits, human Rpb5 homologue (RPB5), with 44% identity and 80% similarity to the yeast polypeptide, fails to complement the
Structurally, Rpb5 has a bipartite organisation combining two globular modules separated by a short hinge: an N-terminal domain (“
The periphery localization of Rpb5 on all three enzymes [7, 30, 31] would allow possible interactions with general transcription factors or specific gene regulators. It should be the basis of the interaction between Rpb5 and Rsc4, a subunit of RSC (chromatin remodeler complex) in
The HBx transactivation seems to be modulated by the protein URI/RMP (Unconventional Prefoldin Rpb5 Interactor) that specifically binds to RPB5 both
Furthermore, it has been proposed that Bud27 modulates the association between Sth1 (subunit of RSC complex) and the RNA pol II probably through Rpb5 interaction in
Rpb6 (also known as ABC23 or Rpo26) is an acidic 155-amino acid subunit with apparent and predicted molecular masses of 23 and 18 kDa, respectively [11, 47]. It is phosphorylated in all three RNA pols, mainly on serine and threonine residues [48, 49, 50, 51]. Moreover, the
A role for Rpb6 in transcription elongation has been proposed. In fact, some temperature-sensitive mutants in
According to a global role of Rpb6 in transcription, the
Rpb6 was found to make contact with three small RNA pol subunits, Rpb5, Rpb7 and Rpb8, as well as with the foot of the RNA pol II, with its largest subunits Rpb1 and Rpb2 [7, 61]. Similarly, Rpb6 interacts on the crystal structure with the largest subunit of the RNA pol I, Rpa190 [30] and probably with its homologue in the RNA pol III, Rpc160. Notably, the contact between Rpb6 and Rpb7 involves the residue Gln100 of Rpb6 and Gly66 of Rpb7 on the RNA pol II core and the
While the C-terminal segment of Rpb6, from amino acids 72 to 155, is well organised on the crystal structure of yeast RNA pol II [7], the N-terminal domain 71-amino acid segment on the RNA pol II structure, as well as the N-terminal 54-amino acid segment on the RNA pol I structure is disordered [24, 28, 30]. Moreover, the segment from amino acids 55 to 71 of Rpb6 on the RNA pol I structure comprises an α-helix that provides additional contacts with Rpa43 and Rpa14 [28, 30]. The N-terminal region of Rpb6 seems to be dispensable for the functions of this subunit, explaining the lack of conservation of this region with its archaeal homologues and the low degree of similarity of the Rpb6 sequence among various eukaryotes [63]. However, a region of 13 amino acids in the C-terminal domain of Rpb6 is highly conserved in eukaryotes and archaea, suggesting an essential function [63]. Rpb6 is connected to the base of a flexible module containing portions of Rpb1 and Rpb2, called the clamp, through a set of five “switches” that control clamp movement [7]. In addition, the association of Rpb6 with Rpb4/Rpb7 dimmer suggest that these two subunits could modulate the clamp movement and may regulate the position of the clamp by signalling through Rpb6 [62].
\nRpb6 and its bacterial homologue have been proposed to promote RNA pol II assembly and/or increase RNA pol stability, through specific interactions with the RNA pol II largest subunit, Rpb1, in the case of
In
Rpb8 (also known as ABC14.5) is an essential subunit of 16.5 kDa conserved among eukaryotes and thought to be restricted to them [11, 12, 67]. However, recently, the Rpb8 archaeal orthologues, called G or Rpo8, has been identified in
Rpb8 crystal structure in RNA pol II contains nine closely packed β-strands forming a double OB-fold [7]. Rpb8 interacts with the largest subunit of the RNA pol II, Rpb1, and shows a subunit interface between Rpb3 and Rpb11. Two-hybrid analyses identified similar binding of Rpb8 to the Rpb1-like subunits of RNA pol I (Rpa190) and RNA pol III (Rpc160) [61]. In addition, mutational analysis of
As opposed to the Rpb8 human orthologue,
Rpb10, also called AB10β in yeast, is one of the smallest polypeptides (70-aminoacid polypeptide in
All the eukaryotic forms of Rpb10 share an invariant HVDLIEK motif (located between positions His-53 and Pro-65 in
Rpb10 is localised in the periphery of all three RNA polymerases [7, 30, 31]. In budding yeast, Rpb10 was described to interact not only with two essential subunits of the RNA pols I and III, Rpac40 and Rpac19 (homologous to Rpb3 and Rpb11, respectively, in the RNA pol II) but also with the two largest subunits of RNA pol I (Rpa190 and Rpa135) and their homologues in RNA pol III (Rpc160 and Rpc128) [23, 72].
\nRpb10 has been found to be involved in the assembly of RNA polymerases in eukaryotes as part of the assembly platform. In fact, it has been proposed that Rpb10 and Rpb12 form a stable complex with Rpb3-Rpb11 (homologous to the bacterial α-subunit homodimer) [77]. Rpb10 and Rpb12 fill concave depressions of Rpb2 and thereby act as structural adaptors between Rpb2 and Rpb3 (reviewed in [1]). Notably, mutations of the invariant HVDLIEK motif lead to a complete depletion of the largest RNA pol I subunit (Rpa190) and decrease the accumulation of mature rRNA species transcribed by RNA pol I [73]. However, Rpb10 could have additional functions beyond RNA polymerases assembly. In accordance, Rpb10 is localised in proximity to TBP in the structural model of the DNA-TBP-TFIIB-RNA pol II transcription initiation complex [79].
\nThe eukaryotic subunit Rpb12, also designated as ABC10α [71, 80], together with Rpb10 are the smallest common subunits to the RNA pols. The corresponding gene is essential for growth in
The importance of Rpb12 in transcription is extrapolated from studies on the archaeal P subunit. The P subunit is involved in promoter opening. The ΔP enzyme is unable to form stable open complexes and its activity can be rescued by the addition of Rpb12 or subunit P to transcription reactions. Notably, mutation of cysteine residues in the zinc ribbon impairs the activity of the enzyme in transcription reactions. The conserved zinc ribbon in the N-terminus seems to be important for proper interaction of the complete subunit with other RNA polymerase subunits, and a 17-amino acid C-terminal peptide is sufficient to support all basic RNA polymerase functions
The contact between
This work has been supported by grants from the Spanish Ministry of Economy and Competitiveness, MINECO, and FEDER funds (BFU2013-48643-C3-2-P and BFU2016-77728-C3-2-P to F.N.) and Junta de Andalucía (BIO258).
\nA.C.B. was a recipient of a FPI predoctoral contract from MINECO. V.M.F. was recipient of a fellowship from Junta de Andalucía and a postdoctoral fellowship from the Junta de Andalucía-University of Jaén. A.I.G-G was a recipient of MEC and a postdoctoral fellowship from the University of Jaén.
\nHaemostasis is a protective process that regulates and maintains stable physiology in the system. The physiology of haemostasis is extremely complex and reflects a delicate balance between the constant blood flow and immediate localised response to vascular injury. The process of haemostasis is traditionally divided into a cellular phase (involving platelets), known as the primary haemostatic phase and a fluid phase (involving plasma proteins), also called the secondary haemostatic phase [1]. It associates with other body defence mechanisms, including the immune system and the inflammatory responses [2]. During vascular injury, the increased blood pressure exerted in the blood circulation requires powerful and regulated localised pro-coagulant responses to minimise blood loss without compromising blood flow. Systemic anticoagulant and fibrinolytic components in other ways are also developed to inhibit the extension of the pro-coagulant responses to escalate beyond the vascular endothelial control, which may result in thrombotic formation. Thus, the haemostatic system is defined as a complex, highly regulated and integrated process, comprising both activators and inhibitory pathways, including blood vessels, platelets activities, coagulation and fibrinolytic system together [3]. While the coagulation cascade is aimed at fibrin formation through the production of thrombin, which is converted to fibrinogen (FN) and subsequently to fibrin, in the fibrinolytic system, plasmin is the main enzyme that plays a key role in dissolving the already formed clots by degrading fibrin. Physiological anticoagulation mechanisms function to suppress thrombin generation or inhibit its effects. Alterations to these mechanisms could lead to hypercoagulable states. This chapter will focus on the mechanisms associated with anticoagulation and defects of the anticoagulation mechanisms, leading to hypercoagulable states. The review also gave a concise description of the clinical approaches and traditional intervention to minimise the effects of hypercoagulability, which may progress to cardiovascular diseases (CVDs).
Knowledge of the universal sequence of events in haemostasis can give vital information to the progress and development of thrombosis [4]. Within the blood coagulation cascade, the extrinsic pathway is mostly activated by vascular endothelial injury. In contrast, the intrinsic pathway is triggered solely through Factor XII (FXII) exposure on the thrombogenic surface. Even though separated, these pathways are interconnected at several points [4]. Both extrinsic and intrinsic pathways are linked to initiating the common pathway, which terminates at the formation of fibrin clots that are subsequently degraded by plasmin during fibrinolysis (Figure 1) [5]. Within the damaged endothelium, platelet adhesion and activation are promoted by the extremely exposed thrombogenic subendothelial extracellular matrix (ECM). Through its interactions with proconvertin (FVII), tissue factor (TF) initiates the coagulation cascade by converting prothrombin to thrombin. During secondary haemostasis, the thrombin generated triggers FN generation, which is converted to an insoluble fibrin plug that formed a fibrin mesh network together with aggregated platelets [4]. These assist to stop the blood flow, thus ensuring “haemostasis” and the final step of the coagulation cascade [6]. At the “thrombus”, the circulating blood cells become trapped into the fibrin structure, and fibrin cross-linked is accomplished by Factor XIII activator (FXIIIa), which is promoted by the thrombin, leading to solid structural stability and the initial step of the fibrinolytic system [7].
Coagulation cascade and its interrelationship with the fibrinolytic system. Both extrinsic and intrinsic pathways of the coagulation cascade join to initiate the activation of FX of the common pathway. These unite to a fibrin clot, which is eventually degraded by plasmin in the fibrinolytic system.
During the repair process, the generated thrombus is destroyed by plasmin activities, produced by its zymogen plasminogen, tissue-type plasminogen activator (t-PA) or uPA on the fibrin clot [8]. Proteolysis of fibrin generates soluble fibrin degradation products (FDPs). The fibrinolytic system is extremely controlled by a protease enzyme inhibitor known as plasminogen activator inhibitor-1 (PAI-1), synthesised by endothelium, adipose tissue and the liver. The PAI-1 serves as a potent irreversible inhibitor of plasminogen activators, including t-PA and uPA, which convert plasminogen to plasmin, to promote fibrinolysis. The major plasminogen activator is t-PA, which has a high affinity to fibrin. The t-PA is secreted by endothelial cells or synthesised locally following the activation of endothelium by histamine, adrenalin, thrombin, FXa and hypoxia [9]. The u-PA is another plasminogen activator secreted by several cells, such as fibroblasts, epithelial cells and the placenta. The indigenous form of uPA is transformed into a two-chain protein by plasmin or following stimulation by the contact factors, such as FXII, prekallikrein and high molecular weight kininogen (HMWK) (Figure 1) [10]. The uPA and t-PA convert plasminogen into plasmin through urokinase plasminogen activator-receptor (uPA-R) and LDL-receptor related protein-1 (LRP-1) respectively [11].
Generally, anticoagulants exert their effects at different points of the coagulation cascade. Certain anticoagulants function directly as enzyme inhibitors, while some act indirectly by binding to antithrombin (AT) or inhibiting their production in the liver, such as vitamin K-dependent factors (Figure 2) [12].
Mechanisms of Anticoagulation. The anticoagulation system inhibits coagulation through a delicate balance between the activators and inhibitors of the coagulation cascade. At the fibrinolytic system, the balance between the activators of the fibrinolysis, including t-PA and u-PA and inhibitors, such as PAI-1 and α2-AP ensures the inhibition of fibrin formation or immediate dissolution of fibrin when it is formed. TF; tissue factor, TFPI; tissue factor pathway inhibitor, TAFI; thrombin activatable fibrinolysis inhibitor, EPCR; endothelial protein C receptor, ZPI; protein Z-dependent protease inhibitor, PZ; protein Z, TM; thrombomodulin, PC; protein C, APC; activated protein C, PS; protein S, HCII; heparin cofactor II, TM; thrombomodulin, t-PA; tissue-type plasminogen, u-PA; urokinase-type plasminogen activator, PAI-1; plasminogen activator inhibitor-1, α2-AP; α2-antiplasmin, FDP; fibrin degradation products. The dashed arrows indicate inhibition while thick arrow lines indicate activation.
Vitamin K dependent anticoagulant
Coumarin and its derivatives are a class of vitamin K–dependent anticoagulants (VKAs). Warfarin is the most common anticoagulant agent currently in use. It functions to inhibit vitamin K epoxide reductase (VKOR), which is necessarily required for the gamma-carboxylation of vitamin K-dependent factor, including factors II, VII, IX, X and protein C and S. Inhibition of vitamin K carboxylation triggers the decreased hepatic synthesis activity of clotting factors, leading to an anticoagulated state. Bleeding is the most common complication associated with warfarin therapy and is related to exponentially higher international normalised ratio (INR) values. The goal of the management is to reduce the INR back to a therapeutic safe level and hence are monitored by the value of the INR [13]. The dose-effect is narrow, and its actions are altered intensely by some factors, such as vegetables, greenleaf, some certain fruits, some drugs while inherited mutations in the VKOR complex may lead to resistance [12].
Unfractionated heparin (UFH)
Heparin forms a complex with antithrombin III (ATIII) and inactivates several coagulation factors, including FVII. It has a rapid onset of action and a short half-life. Heparin is monitored by activated partial thromboplastin time (aPTT) and anti-Factor Xa activity. The ratio of 1.5–2.2 times is the recommended target for aPTT [12].
Low molecular weight heparin (LMWH)
Nadroparin, enoxaparin, and tinzaparin have a shorter half-life compared to UFH. However, LMWH is not necessarily monitored unless in some conditions, such as pregnancy and renal failure [12].
Fondaparinux sodium
Fondaparinux sodium also called “Arixtra”, is a new class of synthetic pentasaccharide anticoagulants that bind to ATIII and indirectly inhibit the action of factor Xa. It has a similar mode of action to LMWH but has a longer half-life (17–21 h) than heparin. It does not prevent thrombin generation or interact with platelets but could be an essential and effective alternative to LMWH for the treatment of VTE following an orthopaedic surgical procedure. Fondaparinux is administered subcutaneously and excreted by unsaturated renal filtration [1].
Idrabiotaparinux sodium
Idrabiotaparinux sodium is another related family also injected subcutaneously once a week. It has a similar chemical structure and mode of action as fondaparinux but with a half-life of about 5–6 times longer than fondaparinux (fondaparinux’s 17 hours to about 80 hours), indicating that the drug needs to be administered only once a week. The biotin attached to its structure allows its neutralisation with avidin, an egg-derived protein with low antigenicity [2].
Inhibitors of FXa
Rivaroxaban, apixaban, edoxaban, betrixaban, apixaban and edoxaban are the common types of FXa inhibitors. They act by inhibiting the cleavage of prothrombin to thrombin through binding to FXa. They do not usually require constant monitoring [14].
Inhibitors of thrombin
Bivalirudin and dabigatran are common examples of thrombin inhibitors. They act by inhibiting the cleavage of FN to fibrin and are metabolised in the kidney [12].
In 1845, the German physician, anthropologist, pathologist, prehistorian, and biologist, Rudolf Ludwig Carl Virchow hypothesised that three factors are important to the development of thrombosis; vascular endothelial injury, haemodynamic alterations and hypercoagulability, which interact with each other (Figure 3) [17]. The vascular endothelial injury was identified first as the main initiator of arterial thrombosis alongside traumatic or endocardial damaged. Moreover, the dysfunctional endothelial cells can secrete a significant concentration of procoagulant agents, including platelet adhesion molecules, TF, and PAI-1 while generating little anticoagulant effectors, such as TM and PCL [18]. The haemodynamic changes may promote procoagulant activities and leucocytic adhesions by modifying the gene expression of the endothelial cells. Although blood stasis is the main trigger for venous thrombosis, turbulent blood flow could also facilitate cardiac and arterial thrombosis. In hypercoagulability, blood clotting factors themselves facilitate thrombogenesis through heritable hypercoagulable states, such as mutations in Factor V Leiden (FVL) and prothrombin. Additionally, disseminated intravascular coagulopathy (DIC), heparin-mediated thrombocytopenia, and Trousseau’s syndrome have been linked with hypercoagulability [18].
Mechanisms of Virchow Triad in the Pathophysiology of Thrombus Formation: Rudolf Virchow proposed a triad of conditions that predisposes to thrombotic formation. They include abnormalities in the blood vessel wall, blood stasis and hypercoagulability. Inflammation, endothelial dysfunction, and atherosclerosis constituted abnormalities in the blood vessel wall. Abnormal blood flow arises from haemorheology and turbulence at bifurcations and stenotic sites. The hypercoagulability encompasses the abnormal blood constituents, including dysfunctional platelet, coagulation and endogenous fibrinolytic abnormalities, and metabolic factors.
Hypercoagulability or thrombophilia defines a pathologic condition of exaggerated coagulation or coagulation without bleeding episode. It represents the increased risk for thrombose [19]. Hypercoagulability states are either acquired or inherited but real thrombosis originates as a result of interactions of both genetic and environmental agents. It encompasses a wide range of coagulation abnormalities characterised by a thrombotic event, such as deep vein thrombosis (DVT) and pulmonary embolism (PE). Congenital hypercoagulability included prothrombin G20210A gene mutation, deficiencies in protein C and protein S, AT deficiency and a single-point mutation on the FVL. Acquired conditions usually result from trauma or surgery, certain medications while the APS has been identified as the most common acquired thrombophilia in the general population [20]. The genetic abnormalities of the fibrinolytic system are not common, however, the acquired hyperfibrinolysis has been identified as the major cause of severe haemorrhage [15].
Certain medications, such as those prescribed to treat certain cancers, including thalidomide, tamoxifen, bevacizumab, and lenalidomide
Central venous catheter placement, hyperlipidaemia, obesity
Prolonged immobility, inactivity or bed rest
Heart attacks, including cardiac heart failure, stroke pelvic artery diseases, etc.
Long-distance aeroplane travel, known as “economy class syndrome”
Previous history of DVT or PE
Myeloproliferative, including polycythaemia vera or essential thrombocytosis
Paroxysmal nocturnal haemoglobinuria
Inflammatory bowel syndrome
HIV/AIDS
Nephrotic syndrome (too much protein in the urine).
Hypercoagulability has been recognised as an abnormal complex condition of the haemostasis and as such, the diagnosis of hypercoagulability syndromes involves a combination of associated risk factors, screening tests and confirmation tests [21]. Assessment guidelines vary between medical associations. Some associations suggested that young patients with unprovoked or recurrent VTE, patients with a strong family history of abnormal blood clotting, patients with a recurrent blood clot, women with a history of recurrent miscarriage, stroke at a young age, thromboses in unusual sites, such as hepatic, renal, cerebral, mesenteric, neonatal purpura fulminans, warfarin-induced skin necrosis, and foetal loss should be screened for haemophilia. Also, patients with a history of suspected APS, unexplained prothrombin time (PT), thrombin time (TT), may require APS investigation, screening for APLAs and the diluted Russell venom viper test (dRVVT) [21].
The baseline investigations for hypercoagulability states, including routine coagulation studies, such as aPPT, which measures the blood clot time, usually to monitor heparin treatment, prothrombin time (PT) test is used to calculate INR, to monitor warfarin (Coumadin) treatment, FN levels, d-dimer and complete blood counts (CBC) should be carried out. The most advanced and essential screenings for thrombophilia include functional assays for ATIII, protein C and S deficiencies, PCR for prothrombin G2021A mutation and FVL mutation, testing for APLAs and homocysteine levels [19].
Screening for undetected cancer and unexplained VTE in older patients, including patients history and physical examination, ESR, hepatic and renal function tests, urinalysis, and chest X-ray (XR), tumour markers, CT of the chest, abdomen and pelvis mammography in women above 40 years [20], prostate ultrasound in men of more than 50 years, lower endoscopy, Papanicolaou smear and faecal occult blood test are recommended. In patients with hypercoagulability syndromes, there is an increased risk of venous thrombosis than ischemic stroke. Existing evidence has indicated that venous thrombosis could progress to arterial strokes by paradoxical embolism, therefore young adults with stroke should be screened for venous thrombosis, as the incidence of stroke is gradually increasing in young adults. The report has indicated an association between the homocystinuria and APLA syndrome with arterial strokes, and stroke has been investigated as the common arterial condition progressing to APLA syndrome. Hence, screening for APLA syndrome should be performed on stroke patients younger than 45 years [19].
Anticardiolipin antibodies (ACA) or beta-2 glycoproteins, LA, which are part of the APLA syndrome, to evaluate patients with recurrent miscarriage and venous or arterial thrombosis. Heparin antibodies (in patients who have decreased platelet counts after exposure to heparin) [19].
The ATIII can be substituted for inherited or acquired defects, such as enhanced consumption in DIC and sepsis. Fresh frozen plasma (FFP) for the maintenance of natural balance between procoagulant and anticoagulant factors [30]. Also, various types of anticoagulants and antiplatelets are established to treat recurrent VTE [31], such as vitamin K antagonist (VKA), aspirin (as evaluated in the WARFASA and ASPIRE trials), rivaroxaban (EINSTEIN trial), dabigatran (RE-MEDY and RE-SONATE trials), and apixaban (AMPLIFY trial. The CLOT trial also evaluated LMWH against warfarin in cancer patients and was approved by food and drugs administration [32], rosuvastatin was approved for the prevention of occurrence of VTE [19].
Although the present anticoagulant drugs available are safe and effective, the morbidity and mortality caused by atherothrombosis are still unacceptably high [33]. Many of these drugs are mostly associated with several side effects [34]. Statin, such as simvastatin, a lipid-lowering agent, known as 3-hydroxy-3-methyl-glutaryl coenzyme A reductase inhibitor, is associated with several side effects, including fever, headache, gastric irritation, myositis, hyperuricaemia, rhabdomyolysis, myalgia, renal and hepatic dysfunctions [35]. Acetylsalicylic acid, including aspirin, are antiplatelet synthetic drugs widely prescribed to treat inflammation, headache, fever and thrombosis [36]. Aspirin, in particular, has been reported to inhibit cyclooxygenase (COX), a potent enzyme that catalyses prostaglandin formation by blocking the synthesis of thromboxane A2 (TXA2), an essential mediator of blood clotting [37]. However, aspirin and other related antiplatelet drugs were reported to give recurrent thromboembolic vascular events (aspirin intolerance), including dizziness, nausea, abdominal pain or patients may suffer from increased risk of bleeding [37]. Bleeding is the most common complication associated with warfarin therapy and is related to exponentially higher INR values. The goal of the management is to reduce the INR back to a therapeutic safe level [13]. Existing reports have shown that plant extracts have analgesic, antioxidant, anti-inflammatory, anticoagulative, antiplatelet, anti-atherosclerotic, antithrombosis antiproliferative, and cardioprotective, properties [38, 39]. In this regard, the development of natural-based products to augment conventional synthetic drugs is essential. They are more effective with minimal or without side effects [40]. Some natural-based products commonly used in traditional medicines include:
Existing reports demonstrate that honey inhibited the coagulation proteins of the three coagulation pathways: intrinsic, extrinsic, and final common pathway. The main reason for the anticoagulant properties of nature might be attributed to the variety of flavonoids contained in honey that may affect the activity of coagulation factors like FN and factor VII. Additionally, honey contains maltose that has been reported to interfere with blood coagulation. The therapeutic potentials of honey comprise various mechanisms that might play a significant role in the prevention of atherosclerotic CVDs. Honey has been reported to inhibit thrombin (main enzyme of blood coagulation) and induce the formation of reactive oxygen species from phagocytes; as free oxygen radicals particularly superoxide and hypochlorous acid provides room for the development of atherosclerotic plaque, thus honey might interrupt the formation of atherosclerotic plaque [62].
The anticoagulant mechanisms maintain the constant blood flow while inhibiting the progress to hypercoagulable states. The process of maintaining the delicate balance between the coagulation system, the integrity of the haemostasis and the significant contributions of the various system involved is continuous. Supplementation with traditional medications could be beneficial in the treatment and prevention of hypercoagulable states. Further studies are required to evaluate the new classes of anticoagulants and traditional medications with anticoagulant potentials towards improving healthcare to the patients demanding hypercoagulable therapy.
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Asaduzzaman, Md. Saifullah, AKM Salim Reza Mollick, Md.\nMokter Hossain, GMA Halim and Toshiki Asao",authors:[{id:"106510",title:"Dr.",name:"Toshiki",middleName:null,surname:"Asao",slug:"toshiki-asao",fullName:"Toshiki Asao"},{id:"171564",title:"Dr.",name:"Md",middleName:null,surname:"Asaduzzaman",slug:"md-asaduzzaman",fullName:"Md Asaduzzaman"},{id:"172948",title:"Dr.",name:"Md.",middleName:null,surname:"Saifullah",slug:"md.-saifullah",fullName:"Md. Saifullah"},{id:"172949",title:"Prof.",name:"Md.",middleName:null,surname:"Mokter Hossain",slug:"md.-mokter-hossain",fullName:"Md. 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Potassium ions are involved in many processes that result from ionic activity in the hydroponic nutrient solution and often provide positive contributions. Due to the presence of potassium cation ions, some elements increase in nutrient solution, whereas others decrease.",book:{id:"6203",slug:"potassium-improvement-of-quality-in-fruits-and-vegetables-through-hydroponic-nutrient-management",title:"Potassium",fullTitle:"Potassium - Improvement of Quality in Fruits and Vegetables Through Hydroponic Nutrient Management"},signatures:"Betül Çalişkan and Ali Cengiz Çalişkan",authors:[{id:"199110",title:"Dr.",name:"Betül",middleName:null,surname:"Çalişkan",slug:"betul-caliskan",fullName:"Betül Çalişkan"},{id:"208732",title:"Dr.",name:"Ali Cengiz",middleName:null,surname:"Çalişkan",slug:"ali-cengiz-caliskan",fullName:"Ali Cengiz Çalişkan"}]},{id:"48099",doi:"10.5772/59547",title:"Effect of Different Growing Substrates on Physiological Processes, Productivity and Quality of Tomato in Soilless Culture",slug:"effect-of-different-growing-substrates-on-physiological-processes-productivity-and-quality-of-tomato",totalDownloads:3168,totalCrossrefCites:2,totalDimensionsCites:5,abstract:null,book:{id:"4552",slug:"soilless-culture-use-of-substrates-for-the-production-of-quality-horticultural-crops",title:"Soilless Culture",fullTitle:"Soilless Culture - Use of Substrates for the Production of Quality Horticultural Crops"},signatures:"Julė Jankauskienė, Aušra Brazaitytė and Pranas Viškelis",authors:[{id:"172637",title:"Dr.",name:"Jule",middleName:null,surname:"Jankauskiene",slug:"jule-jankauskiene",fullName:"Jule Jankauskiene"}]},{id:"58340",doi:"10.5772/intechopen.71742",title:"Potassium Nutrition in Fruits and Vegetables and Food Safety through Hydroponic System",slug:"potassium-nutrition-in-fruits-and-vegetables-and-food-safety-through-hydroponic-system",totalDownloads:1531,totalCrossrefCites:0,totalDimensionsCites:3,abstract:"Although it is not an element with structural function in plants, potassium (K) is demanded in considerable quantities by plants due to multifunctional role in plant physiology and metabolism. Nevertheless, the interface of plant mineral nutrition and food safety evidences needs for a better understanding of functional mechanisms of this nutrient in plants, taking into account its management in hydroponic cultivation and food production with nutritional quality. Thus, the nutritional content of K in vegetables is indicative of post-harvest and nutritional quality. This fact is important considering that modern life has induced increased consumption of processed foods whose preparation implies reduction of K levels and increase of Na levels, with the consequent low K intake and appearance of diseases related to insufficient intake. Therefore, the present chapter aimed to address main nutritional, physiological, and biochemical aspects of K in a context of hydroponic plant production and importance of potassium nutrition to human health.",book:{id:"6203",slug:"potassium-improvement-of-quality-in-fruits-and-vegetables-through-hydroponic-nutrient-management",title:"Potassium",fullTitle:"Potassium - Improvement of Quality in Fruits and Vegetables Through Hydroponic Nutrient Management"},signatures:"Flávio José Rodrigues Cruz, Renato de Mello Prado, Guilherme\nFelisberto, Águila Silva Santos and Rafael Ferreira Barreto",authors:[{id:"158043",title:"Dr.",name:"Renato",middleName:"De Mello",surname:"de Mello Prado",slug:"renato-de-mello-prado",fullName:"Renato de Mello Prado"},{id:"190961",title:"Dr.",name:"Flávio José Rodrigues",middleName:"José Rodrigues",surname:"Cruz",slug:"flavio-jose-rodrigues-cruz",fullName:"Flávio José Rodrigues Cruz"},{id:"209518",title:"MSc.",name:"Rafael Ferreira",middleName:null,surname:"Barreto",slug:"rafael-ferreira-barreto",fullName:"Rafael Ferreira Barreto"},{id:"209520",title:"BSc.",name:"Águila Silva",middleName:null,surname:"Santos",slug:"aguila-silva-santos",fullName:"Águila Silva Santos"},{id:"213635",title:"M.Sc.",name:"Guilherme",middleName:null,surname:"Felisberto",slug:"guilherme-felisberto",fullName:"Guilherme Felisberto"}]}],mostDownloadedChaptersLast30Days:[{id:"58261",title:"Software for Calculation of Nutrient Solution for Fruits and Leafy Vegetables in NFT Hydroponic System",slug:"software-for-calculation-of-nutrient-solution-for-fruits-and-leafy-vegetables-in-nft-hydroponic-syst",totalDownloads:5418,totalCrossrefCites:1,totalDimensionsCites:2,abstract:"Information technology is present in virtually all areas of science as a productivity tool, assisting professionals in these areas in their daily work. In this sense, the objective of the research was the development of a free software for use over the Internet, with a friendly interface and intuitive navigation, for calculation of nutrient solution for fruit vegetables and leaves in hydroponic NFT system. To develop the software, we used the technologies PHP5 (Programming Language), MYSQL (Database), CSS5 (Style Language), HTML5 (Markup Language) and CodeIgniter (Framework). The software has among its functions the user registration, calculation of the nutrient solution and the issuance of reports in PDF format. Calculation of the nutrient solution is available for various crops. The calculation proposes the quantity of different fertilizers needed to prepare the nutrient solution for the chosen hydroponic crops. Two software known as Hidrosolun and Hidrosical (registration number BR 51201400613–1 and BR 51201400614–0) were created and registered at the National Institute of Industrial Property (INPI), a federal agency responsible for the registration of intellectual property rights for the industry. The software developed is easy to use, without the need to install hardware with high configurations.",book:{id:"6203",slug:"potassium-improvement-of-quality-in-fruits-and-vegetables-through-hydroponic-nutrient-management",title:"Potassium",fullTitle:"Potassium - Improvement of Quality in Fruits and Vegetables Through Hydroponic Nutrient Management"},signatures:"Douglas José Marques, Francisco Donizeti Vieira Luz, Rogério\nWilliam Fernandes Barroso and Hudson Carvalho Bianchini",authors:[{id:"208047",title:"Prof.",name:"Hudson Carvalho",middleName:null,surname:"Bianchini",slug:"hudson-carvalho-bianchini",fullName:"Hudson Carvalho Bianchini"},{id:"215944",title:"Dr.",name:"Douglas José",middleName:"José",surname:"Marques",slug:"douglas-jose-marques",fullName:"Douglas José Marques"},{id:"215945",title:"MSc.",name:"Francisco Donizete Vieira",middleName:null,surname:"Luz",slug:"francisco-donizete-vieira-luz",fullName:"Francisco Donizete Vieira Luz"},{id:"215946",title:"MSc.",name:"Rogério William Fernandes",middleName:null,surname:"Barroso",slug:"rogerio-william-fernandes-barroso",fullName:"Rogério William Fernandes Barroso"}]},{id:"48099",title:"Effect of Different Growing Substrates on Physiological Processes, Productivity and Quality of Tomato in Soilless Culture",slug:"effect-of-different-growing-substrates-on-physiological-processes-productivity-and-quality-of-tomato",totalDownloads:3167,totalCrossrefCites:2,totalDimensionsCites:5,abstract:null,book:{id:"4552",slug:"soilless-culture-use-of-substrates-for-the-production-of-quality-horticultural-crops",title:"Soilless Culture",fullTitle:"Soilless Culture - Use of Substrates for the Production of Quality Horticultural Crops"},signatures:"Julė Jankauskienė, Aušra Brazaitytė and Pranas Viškelis",authors:[{id:"172637",title:"Dr.",name:"Jule",middleName:null,surname:"Jankauskiene",slug:"jule-jankauskiene",fullName:"Jule Jankauskiene"}]},{id:"58340",title:"Potassium Nutrition in Fruits and Vegetables and Food Safety through Hydroponic System",slug:"potassium-nutrition-in-fruits-and-vegetables-and-food-safety-through-hydroponic-system",totalDownloads:1527,totalCrossrefCites:0,totalDimensionsCites:3,abstract:"Although it is not an element with structural function in plants, potassium (K) is demanded in considerable quantities by plants due to multifunctional role in plant physiology and metabolism. Nevertheless, the interface of plant mineral nutrition and food safety evidences needs for a better understanding of functional mechanisms of this nutrient in plants, taking into account its management in hydroponic cultivation and food production with nutritional quality. Thus, the nutritional content of K in vegetables is indicative of post-harvest and nutritional quality. This fact is important considering that modern life has induced increased consumption of processed foods whose preparation implies reduction of K levels and increase of Na levels, with the consequent low K intake and appearance of diseases related to insufficient intake. Therefore, the present chapter aimed to address main nutritional, physiological, and biochemical aspects of K in a context of hydroponic plant production and importance of potassium nutrition to human health.",book:{id:"6203",slug:"potassium-improvement-of-quality-in-fruits-and-vegetables-through-hydroponic-nutrient-management",title:"Potassium",fullTitle:"Potassium - Improvement of Quality in Fruits and Vegetables Through Hydroponic Nutrient Management"},signatures:"Flávio José Rodrigues Cruz, Renato de Mello Prado, Guilherme\nFelisberto, Águila Silva Santos and Rafael Ferreira Barreto",authors:[{id:"158043",title:"Dr.",name:"Renato",middleName:"De Mello",surname:"de Mello Prado",slug:"renato-de-mello-prado",fullName:"Renato de Mello Prado"},{id:"190961",title:"Dr.",name:"Flávio José Rodrigues",middleName:"José Rodrigues",surname:"Cruz",slug:"flavio-jose-rodrigues-cruz",fullName:"Flávio José Rodrigues Cruz"},{id:"209518",title:"MSc.",name:"Rafael Ferreira",middleName:null,surname:"Barreto",slug:"rafael-ferreira-barreto",fullName:"Rafael Ferreira Barreto"},{id:"209520",title:"BSc.",name:"Águila Silva",middleName:null,surname:"Santos",slug:"aguila-silva-santos",fullName:"Águila Silva Santos"},{id:"213635",title:"M.Sc.",name:"Guilherme",middleName:null,surname:"Felisberto",slug:"guilherme-felisberto",fullName:"Guilherme Felisberto"}]},{id:"48098",title:"Influence of Soilless Culture Substrate on Improvement of Yield and Produce Quality of Horticultural Crops",slug:"influence-of-soilless-culture-substrate-on-improvement-of-yield-and-produce-quality-of-horticultural",totalDownloads:4598,totalCrossrefCites:9,totalDimensionsCites:18,abstract:null,book:{id:"4552",slug:"soilless-culture-use-of-substrates-for-the-production-of-quality-horticultural-crops",title:"Soilless Culture",fullTitle:"Soilless Culture - Use of Substrates for the Production of Quality Horticultural Crops"},signatures:"Md. Asaduzzaman, Md. Saifullah, AKM Salim Reza Mollick, Md.\nMokter Hossain, GMA Halim and Toshiki Asao",authors:[{id:"106510",title:"Dr.",name:"Toshiki",middleName:null,surname:"Asao",slug:"toshiki-asao",fullName:"Toshiki Asao"},{id:"171564",title:"Dr.",name:"Md",middleName:null,surname:"Asaduzzaman",slug:"md-asaduzzaman",fullName:"Md Asaduzzaman"},{id:"172948",title:"Dr.",name:"Md.",middleName:null,surname:"Saifullah",slug:"md.-saifullah",fullName:"Md. Saifullah"},{id:"172949",title:"Prof.",name:"Md.",middleName:null,surname:"Mokter Hossain",slug:"md.-mokter-hossain",fullName:"Md. 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He is a research professor at the Faculty of Veterinary Medicine and Animal Husbandry, Autonomous University of the State of Mexico. He is also a level-2 researcher. He received a Fulbright-Garcia Robles fellowship for a postdoctoral stay at the US Dairy Forage Research Center, Madison, Wisconsin, USA in 2008–2009. He received grants from Alianza del Pacifico for a stay at the University of Magallanes, Chile, in 2014, and from Consejo Nacional de Ciencia y Tecnología (CONACyT) to work in the Food and Agriculture Organization’s Animal Production and Health Division (AGA), Rome, Italy, in 2014–2015. He has collaborated with researchers from different countries and published ninety-eight journal articles. 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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:null},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:"Polytechnic University of Timişoara",institution:{name:"Polytechnic University of Timişoara",country:{name:"Romania"}}},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:null},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"414880",title:"Dr.",name:"Maryam",middleName:null,surname:"Vatankhah",slug:"maryam-vatankhah",fullName:"Maryam Vatankhah",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Borough of Manhattan Community College",country:{name:"United States of America"}}},{id:"414879",title:"Prof.",name:"Mohammad-Reza",middleName:null,surname:"Akbarzadeh-Totonchi",slug:"mohammad-reza-akbarzadeh-totonchi",fullName:"Mohammad-Reza Akbarzadeh-Totonchi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Ferdowsi University of Mashhad",country:{name:"Iran"}}},{id:"414878",title:"Prof.",name:"Reza",middleName:null,surname:"Fazel-Rezai",slug:"reza-fazel-rezai",fullName:"Reza Fazel-Rezai",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"American Public University System",country:{name:"United States of America"}}},{id:"302698",title:"Dr.",name:"Yao",middleName:null,surname:"Shan",slug:"yao-shan",fullName:"Yao Shan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Dalian University of Technology",country:{name:"China"}}},{id:"125911",title:"Prof.",name:"Jia-Ching",middleName:null,surname:"Wang",slug:"jia-ching-wang",fullName:"Jia-Ching Wang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"National Central University",country:{name:"Taiwan"}}},{id:"357085",title:"Mr.",name:"P. Mohan",middleName:null,surname:"Anand",slug:"p.-mohan-anand",fullName:"P. Mohan Anand",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356696",title:"Ph.D. Student",name:"P.V.",middleName:null,surname:"Sai Charan",slug:"p.v.-sai-charan",fullName:"P.V. Sai Charan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"357086",title:"Prof.",name:"Sandeep K.",middleName:null,surname:"Shukla",slug:"sandeep-k.-shukla",fullName:"Sandeep K. Shukla",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Indian Institute of Technology Kanpur",country:{name:"India"}}},{id:"356823",title:"MSc.",name:"Seonghee",middleName:null,surname:"Min",slug:"seonghee-min",fullName:"Seonghee Min",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Daegu University",country:{name:"Korea, South"}}},{id:"353307",title:"Prof.",name:"Yoosoo",middleName:null,surname:"Oh",slug:"yoosoo-oh",fullName:"Yoosoo Oh",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:"Yoosoo Oh received his Bachelor's degree in the Department of Electronics and Engineering from Kyungpook National University in 2002. He obtained his Master’s degree in the Department of Information and Communications from Gwangju Institute of Science and Technology (GIST) in 2003. In 2010, he received his Ph.D. degree in the School of Information and Mechatronics from GIST. In the meantime, he was an executed team leader at Culture Technology Institute, GIST, 2010-2012. In 2011, he worked at Lancaster University, the UK as a visiting scholar. In September 2012, he joined Daegu University, where he is currently an associate professor in the School of ICT Conver, Daegu University. Also, he served as the Board of Directors of KSIIS since 2019, and HCI Korea since 2016. From 2017~2019, he worked as a center director of the Mixed Reality Convergence Research Center at Daegu University. From 2015-2017, He worked as a director in the Enterprise Supporting Office of LINC Project Group, Daegu University. His research interests include Activity Fusion & Reasoning, Machine Learning, Context-aware Middleware, Human-Computer Interaction, etc.",institutionString:null,institution:{name:"Daegu Gyeongbuk Institute of Science and Technology",country:{name:"Korea, South"}}},{id:"262719",title:"Dr.",name:"Esma",middleName:null,surname:"Ergüner Özkoç",slug:"esma-erguner-ozkoc",fullName:"Esma Ergüner Özkoç",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Başkent University",country:{name:"Turkey"}}},{id:"346530",title:"Dr.",name:"Ibrahim",middleName:null,surname:"Kaya",slug:"ibrahim-kaya",fullName:"Ibrahim Kaya",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"419199",title:"Dr.",name:"Qun",middleName:null,surname:"Yang",slug:"qun-yang",fullName:"Qun Yang",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Auckland",country:{name:"New Zealand"}}},{id:"351158",title:"Prof.",name:"David W.",middleName:null,surname:"Anderson",slug:"david-w.-anderson",fullName:"David W. Anderson",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Calgary",country:{name:"Canada"}}}]}},subseries:{item:{id:"41",type:"subseries",title:"Water Science",keywords:"Water, Water resources, Freshwater, Hydrological processes, Utilization, Protection",scope:"