Computational Approaches In Drug Discovery And Precision Medicine


Computational Approaches In Drug Discovery And Precision Medicine
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Computational Approaches In Drug Discovery And Precision Medicine


Computational Approaches In Drug Discovery And Precision Medicine
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Author : Zunnan Huang
language : en
Publisher: Frontiers Media SA
Release Date : 2021-03-15

Computational Approaches In Drug Discovery And Precision Medicine written by Zunnan Huang and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-15 with Science categories.




Computational Methods In Drug Discovery And Repurposing For Cancer Therapy


Computational Methods In Drug Discovery And Repurposing For Cancer Therapy
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Author : Ganji Purnachandra Nagaraju
language : en
Publisher: Elsevier
Release Date : 2023-03-22

Computational Methods In Drug Discovery And Repurposing For Cancer Therapy written by Ganji Purnachandra Nagaraju and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-22 with Computers categories.


Computational Methods in Drug Discovery and Repurposing for Cancer Therapy provides knowledge about ongoing research as well as computational approaches for drug discovery and repurposing for cancer therapy. The book also provides detailed descriptions about target molecules, pathways, and their inhibitors for easy understanding and applicability. The book discusses tools and techniques such as integrated bioinformatics approaches, systems biology tools, molecular docking, computational chemistry, artificial intelligence, machine learning, structure-based virtual screening, biomarkers, and transcriptome; those are discussed in the context of different cancer types, such as colon, pancreatic, glioblastoma, endometrial, and retinoblastoma, among others. This book is a valuable resource for researchers, students, and members of the biomedical and medical fields who want to learn more about the use of computational modeling to better tailor the treatment for cancer patients. Discusses in silico remodeling of effective phytochemical compounds for discovering improved anticancer agents for substantial/significant cancer therapy Covers potential tools of bioinformatics that are applied toward discovering new targets by drug repurposing and strategies to cure different types of cancers Demonstrates the significance of computational and artificial intelligence approaches in anticancer drug discovery Explores how these various advances can be integrated into a precision and personalized medicine approach that can eventually enhance patient care



Converging Pharmacy Science And Engineering In Computational Drug Discovery


Converging Pharmacy Science And Engineering In Computational Drug Discovery
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Author : Tripathi, Rati Kailash Prasad
language : en
Publisher: IGI Global
Release Date : 2024-04-22

Converging Pharmacy Science And Engineering In Computational Drug Discovery written by Tripathi, Rati Kailash Prasad and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-22 with Medical categories.


The world of pharmaceutical research is moving at lightning speed, and the age-old approach to drug discovery faces many challenges. It's a fascinating time to be on the cutting edge of medical innovation, but it's certainly not without its obstacles. The process of developing new drugs is often time-consuming, expensive, and fraught with uncertainty. Researchers are constantly seeking ways to streamline this process, reduce costs, and increase the success rate of bringing new drugs to market. One promising solution lies in the convergence of pharmacy science and engineering, particularly in computational drug discovery. Converging Pharmacy Science and Engineering in Computational Drug Discovery presents a comprehensive solution to these challenges by exploring the transformative synergy between pharmacy science and engineering. This book demonstrates how researchers can expedite the identification and development of novel therapeutic compounds by harnessing the power of computational approaches, such as sophisticated algorithms and modeling techniques. Through interdisciplinary collaboration, pharmacy scientists and engineers can revolutionize drug discovery, paving the way for more efficient and effective treatments. This book is an invaluable resource for pharmaceutical scientists, researchers, and engineers seeking to enhance their understanding of computational drug discovery. This book inspires future innovations by showcasing cutting-edge methodologies and innovative research at the intersection of pharmacy science and engineering. It contributes to the ongoing evolution of pharmaceutical research. It offers practical insights and solutions that will shape the future of drug discovery, making it essential reading for anyone involved in the pharmaceutical industry.



Computational Methods For Precision Oncology


Computational Methods For Precision Oncology
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Author : Alessandro Laganà
language : en
Publisher: Springer Nature
Release Date : 2022-03-01

Computational Methods For Precision Oncology written by Alessandro Laganà and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-01 with Medical categories.


Precision medicine holds great promise for the treatment of cancer and represents a unique opportunity for accelerated development and application of novel and repurposed therapeutic approaches. Current studies and clinical trials demonstrate the benefits of genomic profiling for patients whose cancer is driven by specific, targetable alterations. However, precision oncologists continue to be challenged by the widespread heterogeneity of cancer genomes and drug responses in designing personalized treatments. Chapters provide a comprehensive overview of the computational approaches, methods, and tools that enable precision oncology, as well as related biological concepts. Covered topics include genome sequencing, the architecture of a precision oncology workflow, and introduces cutting-edge research topics in the field of precision oncology. This book is intended for computational biologists, bioinformaticians, biostatisticians and computational pathologists working in precision oncology and related fields, including cancer genomics, systems biology, and immuno-oncology.



Accelerated Path To Cures


Accelerated Path To Cures
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Author : Josep Bassaganya-Riera
language : en
Publisher: Springer
Release Date : 2018-04-25

Accelerated Path To Cures written by Josep Bassaganya-Riera and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-25 with Medical categories.


Accelerated Path to Cures provides a transformative perspective on the power of combining advanced computational technologies, modeling, bioinformatics and machine learning approaches with nonclinical and clinical experimentation to accelerate drug development. This book discusses the application of advanced modeling technologies, from target identification and validation to nonclinical studies in animals to Phase 1-3 human clinical trials and post-approval monitoring, as alternative models of drug development. As a case of successful integration of computational modeling and drug development, we discuss the development of oral small molecule therapeutics for inflammatory bowel disease, from the application of docking studies to screening new chemical entities to the development of next-generation in silico human clinical trials from large-scale clinical data. Additionally, this book illustrates how modeling techniques, machine learning, and informatics can be utilized effectively at each stage of drug development to advance the progress towards predictive, preventive, personalized, precision medicine, and thus provide a successful framework for Path to Cures.



Physico Chemical And Computational Approaches To Drug Discovery


Physico Chemical And Computational Approaches To Drug Discovery
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Author : Javier Luque
language : en
Publisher: Royal Society of Chemistry
Release Date : 2012

Physico Chemical And Computational Approaches To Drug Discovery written by Javier Luque and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Medical categories.


This title covers a wide range of topics relevant to the development of drugs. It provides a comprehensive description of the major methodological strategies available for rational drug discovery.



Essentials Of Cancer Genomic Computational Approaches And Precision Medicine


 Essentials Of Cancer Genomic Computational Approaches And Precision Medicine
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Author : Nosheen Masood
language : en
Publisher: Springer Nature
Release Date : 2020-03-20

Essentials Of Cancer Genomic Computational Approaches And Precision Medicine written by Nosheen Masood and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-20 with Medical categories.


This book concisely describes the role of omics in precision medicine for cancer therapies. It outlines our current understanding of cancer genomics, shares insights into the process of oncogenesis, and discusses emerging technologies and clinical applications of cancer genomics in prognosis and precision-medicine treatment strategies. It then elaborates on recent advances concerning transcriptomics and translational genomics in cancer diagnosis, clinical applications, and personalized medicine in oncology. Importantly, it also explains the importance of high-performance analytics, predictive modeling, and system biology in cancer research. Lastly, the book discusses current and potential future applications of pharmacogenomics in clinical cancer therapy and cancer drug development.



Computational Approaches In Drug Discovery Development And Systems Pharmacology


Computational Approaches In Drug Discovery Development And Systems Pharmacology
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Author : Rupesh Kumar Gautam
language : en
Publisher: Elsevier
Release Date : 2023-02-15

Computational Approaches In Drug Discovery Development And Systems Pharmacology written by Rupesh Kumar Gautam and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-15 with Medical categories.


Computational Approaches in Drug Discovery, Development and Systems Pharmacology provides detailed information on the use of computers in advancing pharmacology. Drug discovery and development is an expensive and time-consuming practice, and computer-assisted drug design (CADD) approaches are increasing in popularity in the pharmaceutical industry to accelerate the process. With the help of CADD, scientists can focus on the most capable compounds so that they can minimize the synthetic and biological testing pains. This book examines success stories of CADD in drug discovery, drug development and role of CADD in system pharmacology, additionally including a focus on the role of artificial intelligence (AI) and deep machine learning in pharmacology. Computational Approaches in Drug Discovery, Development and Systems Pharmacology will be useful to researchers and academics working in the area of CADD, pharmacology and Bioinformatics. Explains computer use in pharmacology using real-life case studies Provides information about biological activities using computer technology, thus allowing for the possible reduction of the number of animals used for research Describes the role of AI in pharmacology and applications of CADD in various diseases



Bioinformatics And Computational Biology In Drug Discovery And Development


Bioinformatics And Computational Biology In Drug Discovery And Development
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Author : William T. Loging
language : en
Publisher: Cambridge University Press
Release Date : 2016-03-17

Bioinformatics And Computational Biology In Drug Discovery And Development written by William T. Loging and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-17 with Science categories.


A comprehensive overview of the use of computational biology approaches in the drug discovery and development process.



Systems Medicine


Systems Medicine
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Author : Jane P.F. Bai
language : en
Publisher: Humana
Release Date : 2023-05-03

Systems Medicine written by Jane P.F. Bai and has been published by Humana this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-03 with Science categories.


This volume explores the latest technological advances and covers all facets of systems medicine with respect to precision medicine. The chapters in this book are organized into four parts. Part One highlights the recent achievements in proteomics for biomarkers identification, integration of omics and phenotypic data for precision medicine, and medicine-guided treatment of drug-induced Stevens-Johnson syndrome. Part Two covers systems-based computational approaches for pharmaceutical research and drug development, the principle of optimizing systemic exposure of drugs, and Animal Rule for drug repurposing. Part Three looks at computational tools and methodologies of network biology, quantitative systems toxicology, and modeling and stimulating patient response variabilities. Part Four talks about how systems medicine can address unmet medical and health needs, and identify educational needs. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Cutting-edge and thorough, Systems Medicine: Methods and Protocols is a valuable resource for the scientific community that will help researchers work together toward the further advancement of achieving the goal of promoting global health. Chapter 8 is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com