\\n\\n
IntechOpen was founded by scientists, for scientists, in order to make book publishing accessible around the globe. Over the last two decades, this has driven Open Access (OA) book publishing whilst levelling the playing field for global academics. Through our innovative publishing model and the support of the research community, we have now published over 5,700 Open Access books and are visited online by over three million academics every month. These researchers are increasingly working in broad technology-based subjects, driving multidisciplinary academic endeavours into human health, environment, and technology.
\\n\\nBy listening to our community, and in order to serve these rapidly growing areas which lie at the core of IntechOpen's expertise, we are launching a portfolio of Open Science journals:
\\n\\nAll three journals will publish under an Open Access model and embrace Open Science policies to help support the changing needs of academics in these fast-moving research areas. There will be direct links to preprint servers and data repositories, allowing full reproducibility and rapid dissemination of published papers to help accelerate the pace of research. Each journal has renowned Editors in Chief who will work alongside a global Editorial Board, delivering robust single-blind peer review. Supported by our internal editorial teams, this will ensure our authors will receive a quick, user-friendly, and personalised publishing experience.
\\n\\n"By launching our journals portfolio we are introducing new, dedicated homes for interdisciplinary technology-focused researchers to publish their work, whilst embracing Open Science and creating a unique global home for academics to disseminate their work. We are taking a leap toward Open Science continuing and expanding our fundamental commitment to openly sharing scientific research across the world, making it available for the benefit of all." Dr. Sara Uhac, IntechOpen CEO
\\n\\n"Our aim is to promote and create better science for a better world by increasing access to information and the latest scientific developments to all scientists, innovators, entrepreneurs and students and give them the opportunity to learn, observe and contribute to knowledge creation. Open Science promotes a swifter path from research to innovation to produce new products and services." Alex Lazinica, IntechOpen founder
\\n\\nIn conclusion, Natalia Reinic Babic, Head of Journal Publishing and Open Science at IntechOpen adds:
\\n\\n“On behalf of the journal team I’d like to thank all our Editors in Chief, Editorial Boards, internal supporting teams, and our scientific community for their continuous support in making this portfolio a reality - we couldn’t have done it without you! With your support in place, we are confident these journals will become as impactful and successful as our book publishing program and bring us closer to a more open (science) future.”
\\n\\nWe invite you to visit the journals homepage and learn more about the journal’s Editorial Boards, scope and vision as all three journals are now open for submissions.
\\n\\nFeel free to share this news on social media and help us mark this memorable moment!
\\n\\n\\n"}]',published:!0,mainMedia:{caption:"",originalUrl:"/media/original/237"}},components:[{type:"htmlEditorComponent",content:'
After years of being acknowledged as the world's leading publisher of Open Access books, today, we are proud to announce we’ve successfully launched a portfolio of Open Science journals covering rapidly expanding areas of interdisciplinary research.
\n\n\n\nIntechOpen was founded by scientists, for scientists, in order to make book publishing accessible around the globe. Over the last two decades, this has driven Open Access (OA) book publishing whilst levelling the playing field for global academics. Through our innovative publishing model and the support of the research community, we have now published over 5,700 Open Access books and are visited online by over three million academics every month. These researchers are increasingly working in broad technology-based subjects, driving multidisciplinary academic endeavours into human health, environment, and technology.
\n\nBy listening to our community, and in order to serve these rapidly growing areas which lie at the core of IntechOpen's expertise, we are launching a portfolio of Open Science journals:
\n\nAll three journals will publish under an Open Access model and embrace Open Science policies to help support the changing needs of academics in these fast-moving research areas. There will be direct links to preprint servers and data repositories, allowing full reproducibility and rapid dissemination of published papers to help accelerate the pace of research. Each journal has renowned Editors in Chief who will work alongside a global Editorial Board, delivering robust single-blind peer review. Supported by our internal editorial teams, this will ensure our authors will receive a quick, user-friendly, and personalised publishing experience.
\n\n"By launching our journals portfolio we are introducing new, dedicated homes for interdisciplinary technology-focused researchers to publish their work, whilst embracing Open Science and creating a unique global home for academics to disseminate their work. We are taking a leap toward Open Science continuing and expanding our fundamental commitment to openly sharing scientific research across the world, making it available for the benefit of all." Dr. Sara Uhac, IntechOpen CEO
\n\n"Our aim is to promote and create better science for a better world by increasing access to information and the latest scientific developments to all scientists, innovators, entrepreneurs and students and give them the opportunity to learn, observe and contribute to knowledge creation. Open Science promotes a swifter path from research to innovation to produce new products and services." Alex Lazinica, IntechOpen founder
\n\nIn conclusion, Natalia Reinic Babic, Head of Journal Publishing and Open Science at IntechOpen adds:
\n\n“On behalf of the journal team I’d like to thank all our Editors in Chief, Editorial Boards, internal supporting teams, and our scientific community for their continuous support in making this portfolio a reality - we couldn’t have done it without you! With your support in place, we are confident these journals will become as impactful and successful as our book publishing program and bring us closer to a more open (science) future.”
\n\nWe invite you to visit the journals homepage and learn more about the journal’s Editorial Boards, scope and vision as all three journals are now open for submissions.
\n\nFeel free to share this news on social media and help us mark this memorable moment!
\n\n\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"622",leadTitle:null,fullTitle:"Advances in Data, Methods, Models and Their Applications in Geoscience",title:"Advances in Data, Methods, Models and Their Applications in Geoscience",subtitle:null,reviewType:"peer-reviewed",abstract:"With growing attention on global environmental and climate change, geoscience has experienced rapid change and development in the last three decades. Many new data, methods and modeling techniques have been developed and applied in various aspects of geoscience. The chapters collected in this book present an excellent profile of the current state of various data, analysis methods and modeling techniques, and demonstrate their applications from hydrology, geology and paleogeomorphology, to geophysics, environmental and climate change. The wide range methods and techniques covered in the book include information systems and technology, global position system (GPS), digital sediment core image analysis, fuzzy set theory for hydrology, spatial interpolation, spectral analysis of geophysical data, GIS-based hydrological models, high resolution geological models, 3D sedimentology, change detection from remote sensing, etc. Besides two comprehensive review articles, most chapters focus on in-depth studies of a particular method or technique.",isbn:null,printIsbn:"978-953-307-737-6",pdfIsbn:"978-953-51-4385-7",doi:"10.5772/1133",price:139,priceEur:155,priceUsd:179,slug:"advances-in-data-methods-models-and-their-applications-in-geoscience",numberOfPages:352,isOpenForSubmission:!1,isInWos:1,isInBkci:!0,hash:"b588b371a224debf2b4368dfb7b4cf67",bookSignature:"Dongmei Chen",publishedDate:"December 22nd 2011",coverURL:"https://cdn.intechopen.com/books/images_new/622.jpg",numberOfDownloads:54052,numberOfWosCitations:36,numberOfCrossrefCitations:15,numberOfCrossrefCitationsByBook:1,numberOfDimensionsCitations:41,numberOfDimensionsCitationsByBook:2,hasAltmetrics:0,numberOfTotalCitations:92,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"February 9th 2011",dateEndSecondStepPublish:"March 9th 2011",dateEndThirdStepPublish:"July 14th 2011",dateEndFourthStepPublish:"August 13th 2011",dateEndFifthStepPublish:"December 11th 2011",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7,8",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"11872",title:"Dr.",name:"DongMei",middleName:null,surname:"Chen",slug:"dongmei-chen",fullName:"DongMei Chen",profilePictureURL:"https://mts.intechopen.com/storage/users/11872/images/1715_n.jpg",biography:"Prof. Dongmei Chen is currently an associate professor at the Department of Geography, Queen’s University in Kingston, Canada. 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The prevalence of chronic hepatopathies in daily practice is increasing due to their multiple causes, such as chronic viral infections, alcoholic or non-alcoholic steatohepatitis, cholestatic or autoimmune chronic liver disease. Evaluation of such patients is important for therapeutical decisions, follow-up, and for prognosis assessment.
One main complication of advanced chronic liver disease is portal hypertension (PHT), and the exact evaluation of this entity is crucial for further steps. The direct measurement of hepatic vein portal gradient (HVPG) is the “gold standard” for portal hypertension assessment, but this procedure is invasive, and it is not available in all centers of hepatology. Upper endoscopy for the evaluation of possible esophageal varices or portal gastropathy is a surrogate used in daily practice. Ultrasound and other imaging methods that can reveal collateral circulation in the abdomen can be used to suggest portal hypertension.
Elastography techniques developed in the last 10–15 years mainly evaluate liver stiffness as a marker of fibrosis severity and, lately of portal hypertension. More recently, spleen stiffness was used for the assessment of liver disease severity and evaluation of portal hypertension. Ultrasound-based elastography techniques are the most used in practice, but some studies also evaluated magnetic resonance elastography (MR-E).
The main consequence of fibrosis during chronic liver disease, regardless of the etiology, is a perturbation of the sinusoidal blood flow in the liver that leads to increased pressure in the portal venous system, namely portal hypertension (PHT). Additionally, as a compensatory reaction, splanchnic vasodilatation further aggravates the PHT, this mechanism contributing 25–30% to the portal vein pressure [1].
The standard method to diagnose PHT is by measurement of the hepatic venous pressure gradient (HVPG). It is an invasive method that implies catheterization with a balloon catheter of one of the hepatic veins, via the jugular or via a cubital vein. The balloon catheter, with a pressure transducer at the tip, is inflated as to totally occlude the hepatic outflow, thus measuring the wedge hepatic venous pressure (WHVP) [2]. With the balloon deflated free hepatic venous pressure (FHVP) is measured. The hepatic venous pressure gradient (HVPG) is calculated as the difference between WHVP and FHVP [3].
Normal values of HVPG are ≤5 mmHg. As liver injury and fibrosis progress, the HVPG increases progressively. HVPG between 5 and 10 mmHg represents subclinical PHT while HVPG ≥10 mmHg represents the threshold from where PHT-related complications may occur and thus is known as clinically significant PHT (CSPH) [3, 4].
Upper endoscopy is the standard diagnostic method for the presence and severity of esophageal varices (EV), the most visible and severe consequence of PHT. To diagnose clinically significant EV (large-grade 2, or 3 EV), a screening program with periodic upper digestive endoscopy should be implemented. However, it is an invasive procedure and numerous endoscopies are performed in patients with advanced liver disease without finding EV, thus raising questions regarding cost-efficiency and patients’ acceptance.
Considering the invasiveness of these methods, their availability, and also patients’ acceptance, effective noninvasive methods are needed to assess the presence and progression of PHT, as well as the occurrence of EV and their bleeding risk [5].
According to international guidelines [6, 7], elastography techniques can be classified into Strain Elastography (used mostly for breast, thyroid, and prostate) and Shear Waves Elastography (SWE). In SWE, an external impulse generates shear waves inside the examined organ. The shear waves speed is subsequently measured by ultrasound. Based on the type of external impulse and measurement technique of the shear-waves speed, SWE elastography is subdivided into Transient Elastography (mechanic external impulse); Point SWE (pSWE)—in which an Acoustic Radiation Force Impulse (ARFI) is used as stimulus and the shear-waves speed is measured in a point; and real-time elastography which includes 2D-SWE and 3D-SWE (ARFI used as a stimulus, the shear-waves speed is measured in an area of interest and, in the same time, a color-coded elastogram is generated) [6, 7]. It must be noted that cut-off values proposed for various stages of fibrosis are system-specific.
Transient Elastography was the first elastographic method developed for the evaluation of liver stiffness (LS) [8] and it is not integrated into a standard ultrasound system. It uses a FibroScan device (Echosens, Paris, France) that includes a special ultrasound probe (3.5 MHz for the standard M probe) integrated into a piston that “punches” the body surface. The “punch” generates shear waves that propagate into the liver. Their velocity is measured by pulse-echo ultrasound acquisition and is proportional to LS, increasing in parallel with LS. Increased BMI decreases the feasibility, an inconvenience partially solved by using an XL probe. The FibroScan device displays Young’s modulus, expressed in kilopascals (kPa), which is proportional to the shear-wave velocity [6, 7, 9, 10].
Several published meta-analyses have demonstrated that LS measurement by TE is a reliable method for diagnosing cirrhosis, with a pooled sensitivity ranging from 84.4 to 87% and a pooled specificity ranging from 91 to 94.69% [11, 12]. Liver stiffness measured by TE showed a good correlation with HVPG and the presence of EV; as a result, it has been evaluated as a noninvasive tool for portal hypertension quantification. The first studies were performed in rather small numbers of patients. In an Italian study, the AUROC for predicting HVPG ≥10 mmHg was 0.99 with 97% sensitivity (Se), while for predicting HVPG≥12 mmHg the calculated AUROC was 0.92 with 94% Se. The calculated cut-offs were 13.6 kPa for HVPG ≥10 mmHg and 17.6 kPa for HVPG ≥12 mmHg. The cut-off for predicting any EV was 17.6 kPa (AUROC 0.76, Se-90%) [13]. In a French study, TE predicted HVPG ≥10 mmHg with AUROC 0.945 (cut-off 21 kPa) [14]. In a study that followed up 100 patients for 2 years, none of the patients who initially had LS measurements (LSM) values <21.1 kPa (the calculated cut-off) had PHT complications, vs. 47.5% of those with higher values [15].
Finally, a method’s value is demonstrated by meta-analyses. Regarding TE and portal hypertension, a meta-analysis that included 18 studies with more than 3500 patients was published in 2013 [16]. The conclusion was that, due to the low specificity of this method, TE cannot replace upper gastrointestinal endoscopy for EV screening. However, in 2017 another meta-analysis on 11 studies was published [17]. The summary correlation coefficient was 0.783. Summary Se, Sp, and area under the hierarchical summary receiver operating characteristic curve (AUC) were 87.5%, 85.3%, and 0.9 respectively. In summary, LS correlated well with HVPG and had a good diagnostic performance in diagnosing CSPH. Low cut-off values of 13.6–18 kPa were proposed to ensure a good sensitivity for screening purposes.
The latest EASL guidelines on noninvasive tests for the evaluation of liver disease severity and prognosis proposed an algorithm for risk stratification in compensated advanced chronic liver disease (cACLD) using the Baveno VI criteria [4, 18]: patients with LSM <20 kPa and PLT >150 × 109/L should be considered to have a very low risk of having CSPH. These criteria [4] have been well validated for the identification of patients with cACLD who are unlikely to have varices needing treatment and can safely avoid variceal screening endoscopy, while those not meeting these criteria are at an increased risk of clinical decompensation. Numerous studies validated these criteria [19, 20, 21, 22, 23]. However, in the latest update of the EASL and AASLD guidelines on noninvasive tests for liver fibrosis severity, no clear recommendation was given on whether 20 kPa or 25 kPa is better to rule in the risk of clinical decompensation [18, 24]. A very recently published study demonstrated that patients not meeting the Baveno VI criteria were indeed at a significantly higher risk of liver decompensation. More importantly, the patients with LSMs ranging from 20 to 25 kPa, regardless of the platelet count, might be classified as having a medium risk of clinical decompensation, while those with LSM higher than 25 kPa could be classified as having a high risk of clinical decompensation [25].
In a meta-analysis performed exclusively in patients with chronic viral hepatitis, it was suggested that two cut-offs can be used, namely, ≤13.6 kPa to rule out CSPH (pooled Se 96%), and ≥ 22 kPa to rule in CSPH (pooled Sp 94%), thus confirming Baveno VI consensus recommendations [26]. Another systematic review and meta-analysis of 30 studies, including 8469 participants, assessed the accuracy of Baveno VI criteria (LSM <20 kPa and platelet count >150 x 109cells/L) and Expanded Baveno criteria (LSM <25 kPa and platelet count >110 x 109cells/L) to identify high-risk varices (HRVs) in patients with cACLD were published in 2019 [27]. This meta-analysis concluded that the Baveno criteria and expanded criteria can identify patients with HRVs with high sensitivity but with low specificity. The Expanded Baveno criteria reduce the proportion of unnecessary endoscopies, with a higher rate of missed HRVs [27].
In this type of elastography, the shear waves are generated into the tissue by acoustic impulses. It is divided into point Shear-Waves elastography (pSWE) and real-time elastography (2D-SWE and 3D-SWE).
In pSWE, the shear-waves speed is measured in a small, fixed-size region of interest (ROI), at the focal point of the US beam, the results being expressed either in m/s, or converted into kPa [6, 7]. pSWE technology is used by several vendors, using proprietary techniques implemented on standard US machines. The first one that appeared on the market and was studied the most is Virtual Touch Tissue Quantification (VTQ) by Siemens, followed by ElastPQ from Philips, and later by techniques by Hitachi, Esaote, Samsung, and others.
Several studies demonstrated the value of VTQ elastography to predict cirrhosis when compared to liver biopsy, the cut-offs ranging from 1.55 to 2 m/s and AUROCS ranging from 0.89 to 0.937 [28, 29], with similar performance to TE in diagnosing cirrhosis [30, 31]. These results were confirmed by several meta-analyses [32, 33, 34].
Regarding VTQ measurements as a predictor of PHT, the published studies had shown controversial results. In European studies, VTQ had poor results in predicting large EV, with AUROCs 0.596 [35] and 0.580 [36]. A Japanese study had shown much better results: for a cut-off of 2.05 m/s, VTQ had 83% Se, 76% Sp, and an AUROC of 0.89 to predict any grade EV; while a cut-off of 2.39 m/s had 81% Se, 82% Sp and an AUROC of 0.868 to predict HRVs [37].
Two-dimensional Shear-Wave Elastography (2D-SWE) also uses Acoustic Radiation Force Impulse technology (ARFI) to generate shear waves into the tissue. As opposed to pSWE, in 2D-SWE multiple ARFI impulses evaluate a large field of view, inside which a ROI can be selected. Thus, tissue elasticity is displayed in a “real-time” color map (elastogram) superimposed on a B-mode image (red for stiff tissues and blue for soft ones), and also a numerical value is displayed. LS measured in the user-adjustable ROI is expressed in kPa or m/s at the operator’s decision [6, 7]. 2D-SWE technology is used by several vendors, using proprietary techniques implemented on standard US machines. The first 2D-SWE that appeared on the market was developed by SuperSonic Imagine and integrated into the Aixplorer™ system, followed by other vendors (General Electric, Canon/Toshiba, Philips, Samsung, etc.).
Liver 2D-SWE has proven to be an accurate method for diagnosing cirrhosis, with AUROCs ranging from 0.94 to 0.98, for cut-off values ranging from 10.4 to 11.7 kPa (lower than those of TE) [38, 39, 40, 41, 42].
There are promising results regarding the predictive value of 2D-SWE for predicting CSPH. Studies evaluating 2D-SWE from Supersonic Imagine (2D-SWE.SSI) reported cut-offs of 15.2 kPa to predict CSPH, with AUROC 0.819 (85.7% Se and 80% Sp) and 15.4 kPa [43], with AUROC 0.948 (Se and Sp > 90%) [44]. Similar good results have been obtained using 2D-SWE from General Electric (2D-SWE.GE) [45].
An individual patient data meta-analysis was published in 2020 regarding the performance of 2D-SWE.SSI to identify CSPH, severe PHT, and large varices in cirrhotic patients, using HVPG and upper endoscopy as reference. The study included data of 519 patients from seven centers. A cut-off of 2D-SWE.SSI < 14 kPa ruled out CSPH with 85% accuracy (summary AUROC (sROC)—0.88, 91% Se and 37% Sp) [46]. 2D-SWE.SSI ≥ 32 kPa ruled in CSPH with 55% accuracy (sROC—0.83, 47% Se, 89% Sp). The authors concluded that LS values by 2D-SWE.SSI below 14 kPa may be used to rule out SCPH, however, 2D-SWE.SSI cannot predict varices needing treatment [46].
The consensus panel on Ultrasound Liver Elastography of the Society of Radiologists proposes a vendor-neutral “rule of four” (5, 9, 13, 17 kPa) regarding LSM by ARFI techniques (pSWE and 2D-SWE) for viral etiologies and NAFLD: LS ≤ 5 kPa (1.3 m/sec) has a high probability of being normal; LS ≤ 9 kPa (1.7 m/sec), in the absence of clinical signs, rules out cACLD; values between 9 kPa (1.7 m/sec) and 13 kPa (2.1 m/sec) are suggestive of cACLD but need further tests for confirmation; LS ≥ 13 kPa (2.1 m/sec) are highly suggestive of cACLD. There is a probability of CSPH with LS ≥ 17 kPa (2.4 m/sec) [47].
Portal hypertension leads to splenic congestion, which induces architectural changes in the splenic arteries and veins, resulting in fibrosis and an increase in spleen stiffness (SS). Recently, noninvasive techniques that measure spleen stiffness to identify CSPH are gaining more and more interest [48, 49]. SS can be evaluated through elastography techniques, such as TE and ARFI based technologies (pSWE and 2D-SWE) [6, 7, 50, 51].
Since TE is the oldest ultrasound-based elastographic technique, it was the first used to assess SS as a predictor of PHT, based on the idea that splenomegaly is one of the clinical signs of cirrhosis. Several studies found a good correlation between SS and LS by TE in patients with cirrhosis and between SS and the presence of EV or HVPG.
The first study that evaluated SS measurement (SSM) by TE showed that SS values become higher as the liver disease is more advanced, correlating well with LS, the association being stronger (r = 0.587) in patients with varices [52]. The SS value was also higher in patients with EV, the best cut-off to predict the presence of EV was ≥46.4 kPa (AUROC = 0.781, PPV = 93.4%). If LS and SS are combined, using LSM ≥ 19 kPa for high Se and SSM ≥ 55 kPa for high Sp, the diagnostic accuracy increased to 88.5%. In an Italian study on 100 patients with HCV cirrhosis, SS correlated better with HVPG than LS (r2 = 0.78 vs. r2 = 0.7) [53]. For the same specificity, SS has a better sensitivity than LS to rule in the presence of EV and both HVPG >10 mmHg and HVPG >12 mmHg).
In another study on 498 patients, the authors developed a prediction model combining SS with Baveno VI criteria, useful to rule out HRVs, that could make it possible to avoid a significantly larger number of unnecessary upper endoscopies as compared to Baveno VI criteria only. Applying the newly identified SSM cut-off (≤46 kPa) to exclude HRVs, or Baveno VI criteria, 35.8 and 21.7% of patients in the internal validation cohort could have avoided upper digestive endoscopy, with only 2% of HRVs being missed with either model. By combining SSM with Baveno VI criteria an additional 22.5% endoscopies could be avoided, reaching a final value of 43.8% spared EGDs, with <5% missed HRVs [54]. Results were confirmed in a prospective external validation cohort, as the combined Baveno VI and SSM ≤46 kPa model would have safely spared 37.4% endoscopies, as compared to 16.5% when using the Baveno VI criteria alone, with 0 HRVs missed [54].
Initial studies regarding SSM were made using the standard FibroScan® device (SSM@50 Hz), with a ceiling threshold of 75 kPa, which could lead to underestimating EV severity. Therefore, EchoSens developed a novel spleen dedicated FibroScan® (SSM@100 Hz), in which the vibrator has a higher frequency (100 Hz) than the standard machine (50 Hz). In a study comparing the two techniques, Stefanescu et al. found out that valid measurements could be obtained in a significantly higher proportion by patients by SSM@100 Hz than by SSM@50 Hz (92.5% vs. 76.0%, p < 0.001) [55]. The accuracy of SSM@100 Hz to predict the presence of EV (AUC = 0.728) and HRVs (AUC = 0.756) was higher than that of other noninvasive tests, including LSM. The proportion of spared endoscopies using Baveno VI criteria (8.1%) significantly increased if combined with SSM@50 Hz (26.5%) or SSM@100 Hz (38.9%, p < 0.001 vs. others). The proportions of missed HRVs were 0% for Baveno VI criteria and 4.7% for combinations [55].
There are several studies that evaluated VTQ for the assessment of SS, alone [35, 56, 57] or in comparison with TE [58]. Studies considering HVPG as a reference for evaluating SSM performance revealed a remarkable accuracy of SSM in predicting CSPH [59, 60]. A study published in 2019 found out that VTQ is an excellent method of predicting HRVs. Patients with EV of any grade had significantly higher average SS values as compared to those without EVs (3.37 m/s vs. 2.79 m/s, p < 0.001), while patients with HRVs had even higher SS values (3.96 m/s vs. 2.93 m/s, p < 0.001) [61].
A prospective multicentric study evaluated LS and SS by 2D-SWE.SSI as predictor of CSPH considering HVPG as a reference in 158 subjects, with valid measurements obtained in 109 patients [62]. LS > 29.5 kPa and SS > 35.6 kPa were able to “rule-in” CSPH, with a specificity >92%. LS ≤ 16.0 kPa and SS ≤ 21.7 kPa were able to “rule-out” CSPH. Patients with a LS >38.0 kPa had a substantial risk of having CSPH. In patients with LS ≤ 38.0 kPa, a SS >27.9 kPa ruled in CSPH. This algorithm has 89.2% Se and 91.4% Sp to rule-in CSPH [62].
A recent study evaluated SSM by 2D-SWE.GE to predict the presence of HRVs and compared it to VTQ (a pSWE technique). The optimal SS cut-off value by 2D-SWE was 13.2 kPa (AUROC–0.84), while for VTQ it was 2.91 m/s (AUROC–0.90), with no significant performance difference between the two techniques (p = 0.1606) [63].
A meta-analysis published in 2016, including 12 studies (5 regarding SSM by TE, 5 SSM by pSWE, and 2 SSM by strain elastography) evaluated SS as a predictor of the presence of EV. SS detected the presence of any EV with 78% Se, 76% Sp, 3.4 positive likelihood ratio (LR), 0.2 negative LR, and a diagnostic odds ratio (DOR) of 19.3 [64]. In a subsequent meta-analysis of nine studies, SS predicted the presence HRVs with 81% Se, 66% Sp, 2.5 positive LR, 0.2 negative LR, and 12.6 DOR [64].
A meta-analysis published in 2018, including 9 studies (3 regarding SSM by TE, 2 SSM by pSWE, and 4 SSM by 2D-SWE) showed a good correlation between SS and HVPG, the summary correlation coefficient was 0.72 [65]. In detection of CSPH, the sensitivity, specificity, AUC and DOR were: 88%, 84%, 0.92 and 38 respectively; while for severe PHT they were 92%, 79%, 0.79 and 41 respectively [65].
The predictive value of MRE for liver fibrosis severity was evaluated by several meta-analyses, which found diagnostic accuracies higher than 90% for the diagnosis of advanced fibrosis and cirrhosis [66, 67, 68]. Among its advantages are that it is evaluating the whole liver at the same time, the possibility of steatosis quantification and also of possible focal liver lesions, as well as the fact that the presence of obesity does not decrease feasibility or accuracy [18]. The main limitations of MRE include its prohibitive costs, limited availability, and the need for specialized infrastructure, equipment, and considerable need for radiological expertise.
A preliminary study on 34 patients regarding the value of liver MRE to predict PHT evaluated by HVPG shoved a significant but weak correlation of LS with HVPG (r = 0.478, p = 0.016). ROC analysis provided significant AUROCs for LS to predict PHT (0.809), and CSPH (0.742) [69]. In another study on 263 patients, LS and SS by MRE were evaluated as predictors of the presence of EV. SS was higher in patients with EV and, in multivariate analysis, there was a significant association of SS with EV, but not of LS and EV. The AUROC of MRE-SS for EV was 0.853. A cut-off value of 9.53 kPa had 84.4% Se and 73.7% Sp to predict EV [70]. Similar satisfactory results have been obtained by two other studies [71, 72].
In a recently published meta-analysis, LS and SS by MRE were evaluated as predictors of PHT. Fourteen studies were included (12 evaluating LS and 8 evaluating SS). The pooled and weighted Se, Sp, and AUROC for LS were 83%, 80% and 0.88 respectively, while for SS they were 79%, 90% and 0.92 respectively [73]. The conclusion of this meta-analysis was that SS may be more specific and accurate than LS for detecting PHT.
Numerous studies on the diagnostic performance of elastography-based methods to predict the presence of CSPH have been published, mostly reporting data on liver and spleen stiffness measurements by means of TE, pSWE, and 2D-SWE, which represent promising tools for portal hypertension screening.
According to international guidelines, patients with NASH cirrhosis and those with viral etiology who have LS by TE ≥20–25 kPa should be considered at elevated risk of having endoscopic signs of PH. Patients with LS by TE < 20 kPa and with a platelet count >150 x 109cells/L have a very low risk of having varices requiring treatment and can avoid screening endoscopy.
Patients with LS values evaluated by pSWE and 2D-SWE higher than 17 kPa (2.4 m/sec) are likely to have CSPH.
Spleen stiffness using TE, pSWE or 2D-SWE can be used for PH evaluation.
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Cells encode “receptors” containing Ub-/Ubl-binding domains that interpret and translate each modification into appropriate cellular responses. Among the different Ubls, NEDD8, which is the ubiquitin’s closest relative, retains many of the structural determinants that enable ubiquitin the ability to target proteins to degradation. Nevertheless, the direct involvement of NEDD8 conjugation to proteasome recruitment has been proved only in a few cases. To date, well-defined major NEDD8 substrates are primarily members of the cullin family, and cullin neddylation does not appear to mark these proteins for degradation. Various studies have demonstrated that selectivity between ubiquitin and NEDD8 is guaranteed by small but substantial differences. Nevertheless, several issues still need to be addressed, mainly concerning which interaction surfaces mediate NEDD8 function and what domains recognize them. Recently, two novel domains identified in KHNYN and N4BP1 proteins have shed new light on this research area. Here, I discuss some recent reports that contributed to shed light on the mechanisms underlining the discrimination between ubiquitin and NEDD8. Understanding the details of these molecular mechanisms represents a prominent facet for the identification of new therapeutic targets.",book:{id:"8301",slug:"ubiquitin-proteasome-system-current-insights-into-mechanism-cellular-regulation-and-disease",title:"Ubiquitin Proteasome System",fullTitle:"Ubiquitin Proteasome System - Current Insights into Mechanism Cellular Regulation and Disease"},signatures:"Elena Santonico",authors:[{id:"271923",title:"Dr.",name:"Elena",middleName:null,surname:"Santonico",slug:"elena-santonico",fullName:"Elena Santonico"}]},{id:"65025",doi:"10.5772/intechopen.82883",title:"E3 Ubiquitin Ligases in Cancer and Their Pharmacological Targeting",slug:"e3-ubiquitin-ligases-in-cancer-and-their-pharmacological-targeting",totalDownloads:1663,totalCrossrefCites:2,totalDimensionsCites:8,abstract:"Ubiquitination plays many critical roles in protein function and regulation. Consequently, mutation and aberrant expression of E3 ubiquitin ligases can drive cancer progression. Identifying key ligase-substrate relationships is crucial to understanding the molecular basis and pathways behind cancer and toward identifying novel targets for cancer therapeutics. Here, we review the importance of E3 ligases in the regulating the hallmarks of cancer, discuss some of the key and novel E3 ubiquitin ligases that drive tumor formation and angiogenesis, and review the clinical development of inhibitors that antagonize their function. We conclude with perspectives on the field and future directions toward understanding ubiquitination and cancer progression.",book:{id:"8301",slug:"ubiquitin-proteasome-system-current-insights-into-mechanism-cellular-regulation-and-disease",title:"Ubiquitin Proteasome System",fullTitle:"Ubiquitin Proteasome System - Current Insights into Mechanism Cellular Regulation and Disease"},signatures:"Joseph Y. Ong and Jorge Z. Torres",authors:[{id:"186645",title:"Dr.",name:"Jorge",middleName:null,surname:"Torres",slug:"jorge-torres",fullName:"Jorge Torres"},{id:"264944",title:"Mr.",name:"Joseph",middleName:null,surname:"Ong",slug:"joseph-ong",fullName:"Joseph Ong"}]},{id:"28199",doi:"10.5772/31082",title:"F0F1 ATP Synthase: A Fascinating Challenge for Proteomics",slug:"f0f1-atp-synthase-a-fascinating-challenge-for-proteomics",totalDownloads:5529,totalCrossrefCites:2,totalDimensionsCites:8,abstract:null,book:{id:"780",slug:"proteomics-human-diseases-and-protein-functions",title:"Proteomics",fullTitle:"Proteomics - Human Diseases and Protein Functions"},signatures:"Federica Dabbeni-Sala, Amit Kumar Rai and Giovanna Lippe",authors:[{id:"85523",title:"Prof.",name:"Giovanna",middleName:null,surname:"Lippe",slug:"giovanna-lippe",fullName:"Giovanna Lippe"},{id:"149272",title:"Dr.",name:"Federica",middleName:null,surname:"Dabbeni-Sala",slug:"federica-dabbeni-sala",fullName:"Federica Dabbeni-Sala"},{id:"149273",title:"Dr.",name:"Amit",middleName:null,surname:"Kumar Rai",slug:"amit-kumar-rai",fullName:"Amit Kumar Rai"}]},{id:"28201",doi:"10.5772/31113",title:"Identification of the Novel Plasminogen Receptor, Plg-RKT",slug:"identification-of-the-novel-plasminogen-receptor-plg-rkt",totalDownloads:2414,totalCrossrefCites:1,totalDimensionsCites:4,abstract:null,book:{id:"780",slug:"proteomics-human-diseases-and-protein-functions",title:"Proteomics",fullTitle:"Proteomics - Human Diseases and Protein Functions"},signatures:"Lindsey A. Miles, Nicholas M. Andronicos, Emily I. Chen, Nagyung Baik, Hongdong Bai, Caitlin M. Parmer, Shahrzad Lighvani, Samir Nangia, William B. Kiosses, Mark P. Kamps, John R. Yates III and Robert J. Parmer",authors:[{id:"85634",title:"Dr.",name:"Lindsey A.",middleName:null,surname:"Miles",slug:"lindsey-a.-miles",fullName:"Lindsey A. Miles"},{id:"85772",title:"Dr.",name:"Nicholas M.",middleName:null,surname:"Andronicos",slug:"nicholas-m.-andronicos",fullName:"Nicholas M. Andronicos"},{id:"85773",title:"Dr.",name:"Emily I.",middleName:null,surname:"Chen",slug:"emily-i.-chen",fullName:"Emily I. Chen"},{id:"85775",title:"MSc.",name:"Nagyung",middleName:null,surname:"Baik",slug:"nagyung-baik",fullName:"Nagyung Baik"},{id:"85776",title:"Dr.",name:"Hongdong",middleName:null,surname:"Bai",slug:"hongdong-bai",fullName:"Hongdong Bai"},{id:"85777",title:"Ms.",name:"Caitlin M.",middleName:null,surname:"Parmer",slug:"caitlin-m.-parmer",fullName:"Caitlin M. 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Parmer"},{id:"123594",title:"Dr.",name:"Samir",middleName:null,surname:"Nangia",slug:"samir-nangia",fullName:"Samir Nangia"},{id:"123595",title:"Dr.",name:"Shahrzad",middleName:null,surname:"Lighvani",slug:"shahrzad-lighvani",fullName:"Shahrzad Lighvani"}]}],mostDownloadedChaptersLast30Days:[{id:"70577",title:"Proteoforms: General Concepts and Methodological Process for Identification",slug:"proteoforms-general-concepts-and-methodological-process-for-identification",totalDownloads:899,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"The term proteoform is used to denote all the molecular forms in which the protein product of a single gene can be found. The most frequent processes that lead to transcript modification and the biological implications of these changes observed in the final protein product will be discussed. Proteoforms arising from genetic variations, alternatively spliced RNA transcripts and post-translational modifications will be commented. This chapter will present an evolution of the techniques used to identify the proteoforms and the importance of this identification for understanding of biological processes. This chapter highlights the fundamental concepts in the field of top-down mass spectrometry (TDMS), and provides numerous examples for the use of knowledge obtained from the identification of proteoforms. The identification of mutant proteins is one of the emerging areas of proteogenomics and has the potential to recognize novel disease biomarkers and may point to useful targets for identification of therapeutic approaches.",book:{id:"9352",slug:"proteoforms-concept-and-applications-in-medical-sciences",title:"Proteoforms",fullTitle:"Proteoforms - Concept and Applications in Medical Sciences"},signatures:"Jucélia da Silva Araújo and Olga Lima Tavares Machado",authors:[{id:"30130",title:"Dr.",name:"Olga Lima Tavares",middleName:null,surname:"Machado",slug:"olga-lima-tavares-machado",fullName:"Olga Lima Tavares Machado"},{id:"310148",title:"Dr.",name:"Jucelia",middleName:null,surname:"Da Silva Araujo",slug:"jucelia-da-silva-araujo",fullName:"Jucelia Da Silva Araujo"}]},{id:"65025",title:"E3 Ubiquitin Ligases in Cancer and Their Pharmacological Targeting",slug:"e3-ubiquitin-ligases-in-cancer-and-their-pharmacological-targeting",totalDownloads:1658,totalCrossrefCites:2,totalDimensionsCites:8,abstract:"Ubiquitination plays many critical roles in protein function and regulation. Consequently, mutation and aberrant expression of E3 ubiquitin ligases can drive cancer progression. Identifying key ligase-substrate relationships is crucial to understanding the molecular basis and pathways behind cancer and toward identifying novel targets for cancer therapeutics. Here, we review the importance of E3 ligases in the regulating the hallmarks of cancer, discuss some of the key and novel E3 ubiquitin ligases that drive tumor formation and angiogenesis, and review the clinical development of inhibitors that antagonize their function. We conclude with perspectives on the field and future directions toward understanding ubiquitination and cancer progression.",book:{id:"8301",slug:"ubiquitin-proteasome-system-current-insights-into-mechanism-cellular-regulation-and-disease",title:"Ubiquitin Proteasome System",fullTitle:"Ubiquitin Proteasome System - Current Insights into Mechanism Cellular Regulation and Disease"},signatures:"Joseph Y. Ong and Jorge Z. Torres",authors:[{id:"186645",title:"Dr.",name:"Jorge",middleName:null,surname:"Torres",slug:"jorge-torres",fullName:"Jorge Torres"},{id:"264944",title:"Mr.",name:"Joseph",middleName:null,surname:"Ong",slug:"joseph-ong",fullName:"Joseph Ong"}]},{id:"65109",title:"Ubiquitin Signaling in Regulation of the Start of the Cell Cycle",slug:"ubiquitin-signaling-in-regulation-of-the-start-of-the-cell-cycle",totalDownloads:1559,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"The small protein ubiquitin plays a vital role in virtually all aspects of cellular life. Among the diverse signaling outcomes associated with ubiquitination, the most well-established is the targeted degradation of substrates via the proteasome. During cell growth and proliferation, ubiquitin plays an outsized role in promoting progression through the cell cycle. In particular, ubiquitin-mediated degradation is critically important at transition points where it provides directionality and irreversibility to the cell cycle, which is essential for maintaining genome integrity. Specifically, the boundary between G1 and S-phase is tightly regulated by the ubiquitin proteasome system. Notably, the G1/S boundary represents a major barrier to cell proliferation and is universally dysfunctional in cancer cells, allowing for the unbridled proliferation observed in malignancy. Numerous E3 ubiquitin ligases, which facilitate the ubiquitination of specific substrates, have been shown to control G1/S. In this chapter, we will discuss components in the ubiquitin proteasome system that are implicated in G1/S control, how these enzymes are interconnected, gaps in our current knowledge, and the potential role of these pathways in the cancer cycle and disease proliferation.",book:{id:"8301",slug:"ubiquitin-proteasome-system-current-insights-into-mechanism-cellular-regulation-and-disease",title:"Ubiquitin Proteasome System",fullTitle:"Ubiquitin Proteasome System - Current Insights into Mechanism Cellular Regulation and Disease"},signatures:"Michael James Emanuele and Taylor Paige Enrico",authors:[{id:"264977",title:"Dr.",name:"Michael",middleName:null,surname:"Emanuele",slug:"michael-emanuele",fullName:"Michael Emanuele"},{id:"282200",title:"Ms.",name:"Taylor",middleName:null,surname:"Enrico",slug:"taylor-enrico",fullName:"Taylor Enrico"}]},{id:"60432",title:"Protein-Based Detection Methods for Genetically Modified Crops",slug:"protein-based-detection-methods-for-genetically-modified-crops",totalDownloads:1393,totalCrossrefCites:3,totalDimensionsCites:4,abstract:"The generation of genetically modified (GM) crops is rapidly expanding each and every year around the world. The well-being and quality assessment of these harvests are vital issues with respect to buyers’ interests. This drove the administrative specialists to execute an arrangement of extremely strict strategies for the endorsement to develop and use GMOs and to produce an interest in scientific techniques equipped for identifying GM crops. The GM crops have been added to the effective fuse of various attributes by presenting transgenes, for example, Bacillus thuringiensis (Bt) insecticidal qualities, in various crop species. GM crops give critical financial, natural, well-being and social advantages to both small and large agriculturists. The detection strategies incorporate either DNA-based or protein-based measures. Different immunoassays or catalyst connected immunosorbent tests are delicate and more affordable; however, they need experienced technicians. A very simple method, that is, immunochromatographic (ICS) test, is set up in the world, which is modest, compact and simple to utilize. The ICS is a semiquantitative method for indicative screening and semi-measurement of new remote proteins presented through hereditary change of plants. The strip is the easiest method for the assessment of several Bt crop plants for insecticidal quality.",book:{id:"6635",slug:"protein-protein-interaction-assays",title:"Protein-Protein Interaction Assays",fullTitle:"Protein-Protein Interaction Assays"},signatures:"Kausar Malik, Haleema Sadia and Muhammad Hamza Basit",authors:[{id:"238750",title:"Prof.",name:"Kausar",middleName:null,surname:"Malik",slug:"kausar-malik",fullName:"Kausar Malik"},{id:"243713",title:"Dr.",name:"Haleema",middleName:null,surname:"Sadia",slug:"haleema-sadia",fullName:"Haleema Sadia"},{id:"243714",title:"Mr.",name:"Muhammad Hamza",middleName:null,surname:"Basit",slug:"muhammad-hamza-basit",fullName:"Muhammad Hamza Basit"}]},{id:"60064",title:"Rapid Endosomal Recycling",slug:"rapid-endosomal-recycling",totalDownloads:1304,totalCrossrefCites:2,totalDimensionsCites:3,abstract:"Peripheral membrane proteins are endocytosed by constitutive processes of membrane invaginations, followed by internalization driven by diverse endocytic machinery available at the cell surface. It is believed that after endocytic uptake, cargo proteins proceed either through the endosomal recycling circuit of the cell or travel toward late endosomes for degradation. In this chapter, we analyzed trafficking of seven cargo molecules (transferrin receptor, fully conformed MHC-I, non-conformed MHC-I, cholera-toxin B subunit, CD44, ICAM1, and G-protein-coupled receptor Rae-1) known to use the distinct endocytic route. For that purpose, we developed the software for multicompartment analysis of intracellular trafficking. We demonstrate that all endocytosed molecules are rapidly recycled and propose that the rapid recycling is a constitutive process that should be considered in the analysis of intracellular trafficking of peripheral membrane proteins.",book:{id:"6649",slug:"peripheral-membrane-proteins",title:"Peripheral Membrane Proteins",fullTitle:"Peripheral Membrane Proteins"},signatures:"Hana Mahmutefendić, Gordana Blagojević Zagorac, Senka Maćešić\nand Pero Lučin",authors:[{id:"152008",title:"Prof.",name:"Pero",middleName:null,surname:"Lučin",slug:"pero-lucin",fullName:"Pero Lučin"},{id:"245873",title:"Prof.",name:"Hana",middleName:null,surname:"Mahmutefendić",slug:"hana-mahmutefendic",fullName:"Hana Mahmutefendić"},{id:"245875",title:"Prof.",name:"Gordana",middleName:null,surname:"Blagojević Zagorac",slug:"gordana-blagojevic-zagorac",fullName:"Gordana Blagojević Zagorac"},{id:"245876",title:"Prof.",name:"Senka",middleName:null,surname:"Maćešić",slug:"senka-macesic",fullName:"Senka Maćešić"}]}],onlineFirstChaptersFilter:{topicId:"913",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"81188",title:"Structure- and Design-Based Difficulties in Recombinant Protein Purification in Bacterial Expression",slug:"structure-and-design-based-difficulties-in-recombinant-protein-purification-in-bacterial-expression",totalDownloads:24,totalDimensionsCites:0,doi:"10.5772/intechopen.103958",abstract:"Protein purification is not a simple task. Yet, overexpression at bacterial systems with recombinant modifications brings further difficulties. Adding a tag, an affinity label, and expressing particular domains of the whole protein, especially hydrophobic sections, make purification a challenging process. Protein folding pattern may perturb N- or C-terminal tag and this terminal preference may lead to poor purification yield. Codon optimization, solvent content and type, ionic conditions, resin types, and self-cleavage of recombinant proteins bring further difficulties to protein expression and purification steps. The chapter overviews problems of protein purification through a small peptide overexpression in bacteria (Recombinant anti-SARS Coronavirus 2 (SARS-Cov-2) Spike protein Receptor Binding Domain (RBD) antibody (Clone Sb#14). The chapter also covers troubleshooting at distinct steps and highlights essential points to solve crucial issues of protein purification.",book:{id:"10839",title:"Protein Detection",coverURL:"https://cdn.intechopen.com/books/images_new/10839.jpg"},signatures:"Kubra Acikalin Coskun, Nazlıcan Yurekli, Elif Cansu Abay, Merve Tutar, Mervenur Al and Yusuf Tutar"},{id:"79353",title:"Protein Detection in Clinical Diagnosis and Management of Prevalent Neurodegenerative Diseases and Metabolic Disorders",slug:"protein-detection-in-clinical-diagnosis-and-management-of-prevalent-neurodegenerative-diseases-and-m",totalDownloads:88,totalDimensionsCites:0,doi:"10.5772/intechopen.101051",abstract:"An accurate diagnosis gives leeway to cost-effective treatments. However, many diseases continue to evolve; hence, their etiology is sometimes missed due to the procedures used during diagnosis. Protein-related diseases include proteopathies (proteinopathies) such as neurodegenerative diseases and metabolic disorders like protein-energy malnutrition and some hormonopathies. Hormonopathies are associated with the change in the production of hormones. Diabetes mellitus, a type of hormonopathy, is reviewed in this work alongside neurodegenerative diseases and protein-energy malnutrition. This chapter aims to elucidate more on the diagnosis of these diseases considering the structure and function of their proteins viz-a-viz their deficiencies and hyper-production in man. Their pathogenesis and the principles underlying their diagnosis are further discussed to optimize the management of these diseases among patients.",book:{id:"10839",title:"Protein Detection",coverURL:"https://cdn.intechopen.com/books/images_new/10839.jpg"},signatures:"Ohanube A.K. Goodluck, Obeta M. Uchejeso and Ikeagwulonu R. 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The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}},{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}}]},series:{item:{id:"14",title:"Artificial Intelligence",doi:"10.5772/intechopen.79920",issn:"2633-1403",scope:"Artificial Intelligence (AI) is a rapidly developing multidisciplinary research area that aims to solve increasingly complex problems. In today's highly integrated world, AI promises to become a robust and powerful means for obtaining solutions to previously unsolvable problems. This Series is intended for researchers and students alike interested in this fascinating field and its many applications.",coverUrl:"https://cdn.intechopen.com/series/covers/14.jpg",latestPublicationDate:"May 18th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:9,editor:{id:"218714",title:"Prof.",name:"Andries",middleName:null,surname:"Engelbrecht",slug:"andries-engelbrecht",fullName:"Andries Engelbrecht",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRNR8QAO/Profile_Picture_1622640468300",biography:"Andries Engelbrecht received the Masters and PhD degrees in Computer Science from the University of Stellenbosch, South Africa, in 1994 and 1999 respectively. He is currently appointed as the Voigt Chair in Data Science in the Department of Industrial Engineering, with a joint appointment as Professor in the Computer Science Division, Stellenbosch University. Prior to his appointment at Stellenbosch University, he has been at the University of Pretoria, Department of Computer Science (1998-2018), where he was appointed as South Africa Research Chair in Artifical Intelligence (2007-2018), the head of the Department of Computer Science (2008-2017), and Director of the Institute for Big Data and Data Science (2017-2018). In addition to a number of research articles, he has written two books, Computational Intelligence: An Introduction and Fundamentals of Computational Swarm Intelligence.",institutionString:null,institution:{name:"Stellenbosch University",institutionURL:null,country:{name:"South Africa"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:10,paginationItems:[{id:"22",title:"Applied Intelligence",coverUrl:"https://cdn.intechopen.com/series_topics/covers/22.jpg",editor:{id:"27170",title:"Prof.",name:"Carlos",middleName:"M.",surname:"Travieso-Gonzalez",slug:"carlos-travieso-gonzalez",fullName:"Carlos Travieso-Gonzalez",profilePictureURL:"https://mts.intechopen.com/storage/users/27170/images/system/27170.jpeg",biography:"Carlos M. Travieso-González received his MSc degree in Telecommunication Engineering at Polytechnic University of Catalonia (UPC), Spain in 1997, and his Ph.D. degree in 2002 at the University of Las Palmas de Gran Canaria (ULPGC-Spain). He is a full professor of signal processing and pattern recognition and is head of the Signals and Communications Department at ULPGC, teaching from 2001 on subjects on signal processing and learning theory. His research lines are biometrics, biomedical signals and images, data mining, classification system, signal and image processing, machine learning, and environmental intelligence. He has researched in 52 international and Spanish research projects, some of them as head researcher. He is co-author of 4 books, co-editor of 27 proceedings books, guest editor for 8 JCR-ISI international journals, and up to 24 book chapters. He has over 450 papers published in international journals and conferences (81 of them indexed on JCR – ISI - Web of Science). He has published seven patents in the Spanish Patent and Trademark Office. He has been a supervisor on 8 Ph.D. theses (11 more are under supervision), and 130 master theses. He is the founder of The IEEE IWOBI conference series and the president of its Steering Committee, as well as the founder of both the InnoEducaTIC and APPIS conference series. He is an evaluator of project proposals for the European Union (H2020), Medical Research Council (MRC, UK), Spanish Government (ANECA, Spain), Research National Agency (ANR, France), DAAD (Germany), Argentinian Government, and the Colombian Institutions. He has been a reviewer in different indexed international journals (<70) and conferences (<250) since 2001. He has been a member of the IASTED Technical Committee on Image Processing from 2007 and a member of the IASTED Technical Committee on Artificial Intelligence and Expert Systems from 2011. \n\nHe has held the general chair position for the following: ACM-APPIS (2020, 2021), IEEE-IWOBI (2019, 2020 and 2020), A PPIS (2018, 2019), IEEE-IWOBI (2014, 2015, 2017, 2018), InnoEducaTIC (2014, 2017), IEEE-INES (2013), NoLISP (2011), JRBP (2012), and IEEE-ICCST (2005)\n\nHe is an associate editor of the Computational Intelligence and Neuroscience Journal (Hindawi – Q2 JCR-ISI). He was vice dean from 2004 to 2010 in the Higher Technical School of Telecommunication Engineers at ULPGC and the vice dean of Graduate and Postgraduate Studies from March 2013 to November 2017. He won the “Catedra Telefonica” Awards in Modality of Knowledge Transfer, 2017, 2018, and 2019 editions, and awards in Modality of COVID Research in 2020.\n\nPublic References:\nResearcher ID http://www.researcherid.com/rid/N-5967-2014\nORCID https://orcid.org/0000-0002-4621-2768 \nScopus Author ID https://www.scopus.com/authid/detail.uri?authorId=6602376272\nScholar Google https://scholar.google.es/citations?user=G1ks9nIAAAAJ&hl=en \nResearchGate https://www.researchgate.net/profile/Carlos_Travieso",institutionString:null,institution:{name:"University of Las Palmas de Gran Canaria",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"13633",title:"Prof.",name:"Abdelhamid",middleName:null,surname:"Mellouk",slug:"abdelhamid-mellouk",fullName:"Abdelhamid Mellouk",profilePictureURL:"https://mts.intechopen.com/storage/users/13633/images/1567_n.jpg",institutionString:null,institution:{name:"Paris 12 Val de Marne University",institutionURL:null,country:{name:"France"}}},{id:"109268",title:"Dr.",name:"Ali",middleName:null,surname:"Al-Ataby",slug:"ali-al-ataby",fullName:"Ali Al-Ataby",profilePictureURL:"https://mts.intechopen.com/storage/users/109268/images/7410_n.jpg",institutionString:null,institution:{name:"University of Liverpool",institutionURL:null,country:{name:"United Kingdom"}}},{id:"3807",title:"Dr.",name:"Carmelo",middleName:"Jose Albanez",surname:"Bastos-Filho",slug:"carmelo-bastos-filho",fullName:"Carmelo Bastos-Filho",profilePictureURL:"https://mts.intechopen.com/storage/users/3807/images/624_n.jpg",institutionString:null,institution:{name:"Universidade de Pernambuco",institutionURL:null,country:{name:"Brazil"}}},{id:"38850",title:"Dr.",name:"Efren",middleName:null,surname:"Gorrostieta Hurtado",slug:"efren-gorrostieta-hurtado",fullName:"Efren Gorrostieta Hurtado",profilePictureURL:"https://mts.intechopen.com/storage/users/38850/images/system/38850.jpg",institutionString:null,institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}},{id:"239041",title:"Prof.",name:"Yang",middleName:null,surname:"Yi",slug:"yang-yi",fullName:"Yang Yi",profilePictureURL:"https://mts.intechopen.com/storage/users/239041/images/system/239041.jpeg",institutionString:"Virginia Tech",institution:{name:"Virginia Tech",institutionURL:null,country:{name:"United States of America"}}}]},{id:"23",title:"Computational Neuroscience",coverUrl:"https://cdn.intechopen.com/series_topics/covers/23.jpg",editor:{id:"14004",title:"Dr.",name:"Magnus",middleName:null,surname:"Johnsson",slug:"magnus-johnsson",fullName:"Magnus Johnsson",profilePictureURL:"https://mts.intechopen.com/storage/users/14004/images/system/14004.png",biography:"Dr Magnus Johnsson is a cross-disciplinary scientist, lecturer, scientific editor and AI/machine learning consultant from Sweden. \n\nHe is currently at Malmö University in Sweden, but also held positions at Lund University in Sweden and at Moscow Engineering Physics Institute. \nHe holds editorial positions at several international scientific journals and has served as a scientific editor for books and special journal issues. \nHis research interests are wide and include, but are not limited to, autonomous systems, computer modeling, artificial neural networks, artificial intelligence, cognitive neuroscience, cognitive robotics, cognitive architectures, cognitive aids and the philosophy of mind. \n\nDr. Johnsson has experience from working in the industry and he has a keen interest in the application of neural networks and artificial intelligence to fields like industry, finance, and medicine. \n\nWeb page: www.magnusjohnsson.se",institutionString:null,institution:{name:"Malmö University",institutionURL:null,country:{name:"Sweden"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"13818",title:"Dr.",name:"Asim",middleName:null,surname:"Bhatti",slug:"asim-bhatti",fullName:"Asim Bhatti",profilePictureURL:"https://mts.intechopen.com/storage/users/13818/images/system/13818.jpg",institutionString:null,institution:{name:"Deakin University",institutionURL:null,country:{name:"Australia"}}},{id:"151889",title:"Dr.",name:"Joao Luis Garcia",middleName:null,surname:"Rosa",slug:"joao-luis-garcia-rosa",fullName:"Joao Luis Garcia Rosa",profilePictureURL:"https://mts.intechopen.com/storage/users/151889/images/4861_n.jpg",institutionString:null,institution:{name:"University of Sao Paulo",institutionURL:null,country:{name:"Brazil"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin 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Biochemistry examines macromolecules - proteins, nucleic acids, carbohydrates, and lipids – and their building blocks, structures, functions, and interactions. Much of biochemistry is devoted to enzymes, proteins that catalyze chemical reactions, enzyme structures, mechanisms of action and their roles within cells. Biochemistry also studies small signaling molecules, coenzymes, inhibitors, vitamins, and hormones, which play roles in life processes. Biochemical experimentation, besides coopting classical chemistry methods, e.g., chromatography, adopted new techniques, e.g., X-ray diffraction, electron microscopy, NMR, radioisotopes, and developed sophisticated microbial genetic tools, e.g., auxotroph mutants and their revertants, fermentation, etc. More recently, biochemistry embraced the ‘big data’ omics systems. 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Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. 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In recent years, the application of chemistry to biological molecules has gained significant interest in medicinal and pharmacological studies. This topic will be devoted to understanding the interplay between biomolecules and chemical compounds, their structure and function, and their potential applications in related fields. Being a part of the biochemistry discipline, the ideas and concepts that have emerged from Chemical Biology have affected other related areas. 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Behind these definitions are hidden all the aspects of normal and pathological functioning of all processes that the topic ‘Metabolism’ will cover within the Biochemistry Series. 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Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. 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.",annualVolume:11414,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,editorialBoard:[{id:"72288",title:"Dr.",name:"Arli Aditya",middleName:null,surname:"Parikesit",fullName:"Arli Aditya Parikesit",profilePictureURL:"https://mts.intechopen.com/storage/users/72288/images/system/72288.jpg",institutionString:null,institution:{name:"Indonesia International Institute for Life Sciences",institutionURL:null,country:{name:"Indonesia"}}},{id:"40928",title:"Dr.",name:"Cesar",middleName:null,surname:"Lopez-Camarillo",fullName:"Cesar Lopez-Camarillo",profilePictureURL:"https://mts.intechopen.com/storage/users/40928/images/3884_n.png",institutionString:null,institution:{name:"Universidad Autónoma de la Ciudad de México",institutionURL:null,country:{name:"Mexico"}}},{id:"81926",title:"Dr.",name:"Shymaa",middleName:null,surname:"Enany",fullName:"Shymaa Enany",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRqB9QAK/Profile_Picture_1626163237970",institutionString:null,institution:{name:"Suez Canal University",institutionURL:null,country:{name:"Egypt"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"onlineFirst.detail",path:"/online-first/80222",hash:"",query:{},params:{id:"80222"},fullPath:"/online-first/80222",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()