Molecular Modeling And Docking Techniques For Drug Discovery And Design
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Molecular Modeling And Docking Techniques For Drug Discovery And Design
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Author :
language : en
Publisher:
Release Date : 2024
Molecular Modeling And Docking Techniques For Drug Discovery And Design written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
Molecular Modeling In Drug Design
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Author : Rebecca Wade
language : en
Publisher: MDPI
Release Date : 2019-03-26
Molecular Modeling In Drug Design written by Rebecca Wade and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-26 with Science categories.
Since the first attempts at structure-based drug design about four decades ago, molecular modelling techniques for drug design have developed enormously, along with the increasing computational power and structural and biological information of active compounds and potential target molecules. Nowadays, molecular modeling can be considered to be an integral component of the modern drug discovery and development toolbox. Nevertheless, there are still many methodological challenges to be overcome in the application of molecular modeling approaches to drug discovery. The eight original research and five review articles collected in this book provide a snapshot of the state-of-the-art of molecular modeling in drug design, illustrating recent advances and critically discussing important challenges. The topics covered include virtual screening and pharmacophore modelling, chemoinformatic applications of artificial intelligence and machine learning, molecular dynamics simulation and enhanced sampling to investigate contributions of molecular flexibility to drug–receptor interactions, the modeling of drug–receptor solvation, hydrogen bonding and polarization, and drug design against protein–protein interfaces and membrane protein receptors.
Molecular Modeling And Docking Techniques For Drug Discovery And Design
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Author : Bhat, Ajmal Rashid
language : en
Publisher: IGI Global
Release Date : 2025-02-05
Molecular Modeling And Docking Techniques For Drug Discovery And Design written by Bhat, Ajmal Rashid and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-05 with Medical categories.
In the realm of pharmaceutical research, the challenge of efficiently discovering and designing new drugs to combat diseases is ever-present. Traditional approaches to drug discovery often rely on time-consuming and costly experimental methods, leading to lengthy development timelines and high failure rates. This problem is exacerbated by the complexity of molecular interactions and the vast chemical space to explore. As a result, there is a pressing need for innovative solutions that can streamline the drug discovery process and improve its success rate. Molecular Modeling and Docking Techniques for Drug Discovery and Design addresses this critical challenge by offering a comprehensive guide to advanced computational methods in pharmaceutical research. Edited by leading experts in the field, the book provides insights into molecular modeling, docking, and other computational approaches that can significantly accelerate the drug discovery process. By leveraging computational tools and software, researchers can simulate molecular interactions, predict drug efficacy, and optimize chemical structures with greater speed and accuracy than traditional experimental methods.
Drug Discovery And Development
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Author : Vishwanath Gaitonde
language : en
Publisher: BoD – Books on Demand
Release Date : 2020-03-11
Drug Discovery And Development written by Vishwanath Gaitonde and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-11 with Medical categories.
The process of drug discovery and development is a complex multistage logistics project spanned over 10-15 years with an average budget exceeding 1 billion USD. Starting with target identification and synthesizing anywhere between 10k to 15k synthetic compounds to potentially obtain the final drug that reaches the market involves a complicated maze with multiple inter- and intra-operative fields. Topics described in this book emphasize the progresses in computational applications, pharmacokinetics advances, and molecular modeling developments. In addition the book also contains special topics describing target deorphaning in Mycobacterium tuberculosis, therapy treatment of some rare diseases, and developments in the pediatric drug discovery process.
Concepts And Experimental Protocols Of Modelling And Informatics In Drug Design
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Author : Om Silakari
language : en
Publisher: Academic Press
Release Date : 2020-11-05
Concepts And Experimental Protocols Of Modelling And Informatics In Drug Design written by Om Silakari and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-05 with Medical categories.
Concepts and Experimental Protocols of Modelling and Informatics in Drug Design discusses each experimental protocol utilized in the field of bioinformatics, focusing especially on computer modeling for drug development. It helps the user in understanding the field of computer-aided molecular modeling (CAMM) by presenting solved exercises and examples. The book discusses topics such as fundamentals of molecular modeling, QSAR model generation, protein databases and how to use them to select and analyze protein structure, and pharmacophore modeling for drug targets. Additionally, it discusses data retrieval system, molecular surfaces, and freeware and online servers. The book is a valuable source for graduate students and researchers on bioinformatics, molecular modeling, biotechnology and several members of biomedical field who need to understand more about computer-aided molecular modeling. - Presents exercises with solutions to aid readers in validating their own protocol - Brings a thorough interpretation of results of each exercise to help readers compare them to their own study - Explains each parameter utilized in the algorithms to help readers understand and manipulate various features of molecules and target protein to design their study
Guidebook On Molecular Modeling In Drug Design
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Author : N. Claude Cohen
language : en
Publisher: Gulf Professional Publishing
Release Date : 1996-04-26
Guidebook On Molecular Modeling In Drug Design written by N. Claude Cohen and has been published by Gulf Professional Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-04-26 with Computers categories.
The molecular modeling perspective in drug design. (N. Calude Cohen). Molecular graphics and modeling: tools of the trade. (Roderick E. Hubbard). Molecular modeling of small molecules. (Tamara Gund). Computer assisted new lead design. (Akiko Itai, Miho Yamada Mizutani, Yoshihiko Nishibata, and Nubuo Tomioka). Experimental techniques and data banks. (John P. Priestle and C. Gregory Paris). Computer-assisted drug discovery. (Peter Gund, Gerald Maggiora, and James P. Snyder). Modeling drug-receptor interactions. (Konrad F. Koehler, Shashidhar N. Rao, and James P. Snyder). Glossary of terminology. (J. P. Tollenaere).
Methods And Algorithms For Molecular Docking Based Drug Design And Discovery
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Author : Siavoush Dastmalchi
language : en
Publisher: Medical Information Science Reference
Release Date : 2016
Methods And Algorithms For Molecular Docking Based Drug Design And Discovery written by Siavoush Dastmalchi and has been published by Medical Information Science Reference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with Algorithms categories.
Investigates the evolution of pharmaceutical design and computational approaches in the field of molecular docking. Highlighting theoretical backgrounds and emergent research in the area of computer-assisted drug design, this publication is a pivotal source for professionals, researchers, medical chemists, pharmaceutical experts, and students.
Molecular Docking And Molecular Dynamics
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Author : Amalia Stefaniu
language : en
Publisher: BoD – Books on Demand
Release Date : 2019-12-18
Molecular Docking And Molecular Dynamics written by Amalia Stefaniu and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-18 with Medical categories.
This book clearly explains the principles of in silico tools of molecular docking and molecular dynamics. It provides examples of algorithms and procedures proposed by different software programs for visualizing and identifying potential interactions in complexes of biochemical interest. The book is structured in six chapters, each of which discusses different molecular simulation methodologies and provides concrete examples of complexes interactions. In each chapter authors give an overview of the treated subject, a description of the methodologies used, and a discussion of the results. The authors describe computational ways to achieve a rational design of bioactive compounds with various therapeutic applications, including antitumoral agents, antitubercular drugs, nonsteroidal anti-inflammatory drugs, and radiopharmaceuticals.
Advanced Ai Techniques And Applications In Bioinformatics
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Author :
language : en
Publisher:
Release Date : 2021-10
Advanced Ai Techniques And Applications In Bioinformatics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10 with categories.
"The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers the recent approaches in artificial intelligence and machine learning methods and their applications in Genome and Gene editing, cancer drug discovery classification, and the protein folding algorithms among others. Deep learning, which is widely used in image processing, is also applicable in bioinformatics as one of the most popular artificial intelligence approaches. The wide range of applications discussed in this book are an indispensable resource for computer scientists, engineers, biologists, mathematicians, physicians, and medical informaticists. Features: Focusses on the cross-disciplinary relation between computer science and biology and the role of machine learning methods in resolving complex problems in bioinformatics Provides a comprehensive and balanced blend of topics and applications using various advanced algorithms Presents cutting-edge research methodologies in the area of AI methods when applied to bioinformatics and innovative solutions Discusses the AI/ML techniques, their use, and their potential for use in common and future bioinformatics applications Includes recent achievements in AI and bioinformatics contributed by a global team of researchers"--
Computer Aided Drug Design
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Author : Dev Bukhsh Singh
language : en
Publisher: Springer Nature
Release Date : 2020-10-09
Computer Aided Drug Design written by Dev Bukhsh Singh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-09 with Medical categories.
This book provides up-to-date information on bioinformatics tools for the discovery and development of new drug molecules. It discusses a range of computational applications, including three-dimensional modeling of protein structures, protein-ligand docking, and molecular dynamics simulation of protein-ligand complexes for identifying desirable drug candidates. It also explores computational approaches for identifying potential drug targets and for pharmacophore modeling. Moreover, it presents structure- and ligand-based drug design tools to optimize known drugs and guide the design of new molecules. The book also describes methods for identifying small-molecule binding pockets in proteins, and summarizes the databases used to explore the essential properties of drugs, drug-like small molecules and their targets. In addition, the book highlights various tools to predict the absorption, distribution, metabolism, excretion (ADME) and toxicity (T) of potential drug candidates. Lastly, it reviews in silico tools that can facilitate vaccine design and discusses their limitations.