New Approach for Drug Repurposing Part A

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Author :
Publisher : Elsevier
ISBN 13 : 0443223386
Total Pages : 406 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis New Approach for Drug Repurposing Part A by :

Download or read book New Approach for Drug Repurposing Part A written by and published by Elsevier. This book was released on 2024-06 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: New approach for drug repurposing represents drug discovery and development which is a tedious process that requires 10-15 years of time, investments up to $1-2 billion, and have high risk of failure to enter into market for clinical applications. As the drugs has to pass through number of developmental phase, the likelihood for a drug to be approved from phase I clinical trial to United States of Food and Drug Administration (USFDA) approval is less than 10%. More than 90% of drugs failed in due to toxicity, efficacy and clinical trials. Drug repurposing is one of the roadway to accelerating drug discovery and development for treating disease and thus to providing better quality of life. This volume covers an overview of drug repurposing, novel methods, mechanism of action, lab on chip for drug repurposing, computational biology, system biology, artificial intelligence and machine learning for drug repurposing, target identification, target mining, high throughput drug screening, clinical trial of repurposed drug, repurposed biologics, and regulatory consideration and intellectual property right of repurposed drug. This volume highlights a number of aspects of the drug repurposing that can help the basic understanding of students, researchers, clinicians, entrepreneurs, and stakeholders to perform their research with great interest.

Drug Repurposing

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Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1839685204
Total Pages : 236 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Drug Repurposing by : Farid A. Badria

Download or read book Drug Repurposing written by Farid A. Badria and published by BoD – Books on Demand. This book was released on 2020-12-02 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug repurposing or drug repositioning is a new approach to presenting new indications for common commercial and clinically approved existing drugs. For example, chloroquine, an old antimalarial drug, showed promising results for treating COVID-19, interfering with MDR in several types of cancer, and chemosensitizing human leukemic cells.This book focuses on the hypothesis, risk/benefits, and economic impacts of drug repurposing on drug discovery in dermatology, infectious diseases, neurological disorders, cancer, and orphan diseases. It brings together up-to-date research to provide readers with an informative, illustrative, and easy-to-read book useful for students, clinicians, and the pharmaceutical industry.

Drug Repurposing and Repositioning

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Author :
Publisher : National Academies Press
ISBN 13 : 0309302072
Total Pages : 95 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Drug Repurposing and Repositioning by : Institute of Medicine

Download or read book Drug Repurposing and Repositioning written by Institute of Medicine and published by National Academies Press. This book was released on 2014-08-08 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug development can be time-consuming and expensive. Recent estimates suggest that, on average, it takes 10 years and at least $1 billion to bring a drug to market. Given the time and expense of developing drugs de novo, pharmaceutical companies have become increasingly interested in finding new uses for existing drugs - a process referred to as drug repurposing or repositioning. Historically, drug repurposing has been largely an unintentional, serendipitous process that took place when a drug was found to have an offtarget effect or a previously unrecognized on-target effect that could be used for identifying a new indication. Perhaps the most recognizable example of such a successful repositioning effort is sildenafil. Originally developed as an anti-hypertensive, sildenafil, marketed as Viagra and under other trade names, has been repurposed for the treatment of erectile dysfunction and pulmonary arterial hypertension. Viagra generated more than $2 billion worldwide in 2012 and has recently been studied for the treatment of heart failure. Given the widespread interest in drug repurposing, the Roundtable on Translating Genomic-Based Research for Health of the Institute of Medicine hosted a workshop on June 24, 2013, in Washington, DC, to assess the current landscape of drug repurposing activities in industry, academia, and government. Stakeholders, including government officials, pharmaceutical company representatives, academic researchers, regulators, funders, and patients, were invited to present their perspectives and to participate in workshop discussions. Drug Repurposing and Repositioning is the summary of that workshop. This report examines enabling tools and technology for drug repurposing; evaluates the business models and economic incentives for pursuing a repurposing approach; and discusses how genomic and genetic research could be positioned to better enable a drug repurposing paradigm.

Drug Repositioning

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470878274
Total Pages : 499 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Drug Repositioning by : Michael J. Barratt

Download or read book Drug Repositioning written by Michael J. Barratt and published by John Wiley & Sons. This book was released on 2012-05-29 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: The how's and why's of successful drug repositioning Drug repositioning, also known as drug reprofiling or repurposing, has become an increasingly important part of the drug development process. This book examines the business, technical, scientific, and operational challenges and opportunities that drug repositioning offers. Readers will learn how to perform the latest experimental and computational methods that support drug repositioning, and detailed case studies throughout the book demonstrate how these methods fit within the context of a comprehensive drug repositioning strategy. Drug Repositioning is divided into three parts: Part 1, Drug Repositioning: Business Case, Strategies, and Operational Considerations, examines the medical and commercial drivers underpinning the quest to reposition existing drugs, guiding readers through the key strategic, technical, operational, and regulatory decisions needed for successful drug repositioning programs. Part 2, Application of Technology Platforms to Uncover New Indications and Repurpose Existing Drugs, sets forth computational-based strategies, tools, and databases that have been designed for repositioning studies, screening approaches, including combinations of existing drugs, and a look at the development of chemically modified analogs of approved agents. Part 3, Academic and Non-Profit Initiatives & the Role of Alliances in the Drug Repositioning Industry, explores current investigations for repositioning drugs to treat rare and neglected diseases, which are frequently overlooked by for-profit pharmaceutical companies due to their lack of commercial return. The book's appendix provides valuable resources for drug repositioning researchers, including information on drug repositioning and reformulation companies, databases, government resources and organizations, regulatory agencies, and drug repositioning initiatives from academia and non-profits. With this book as their guide, students and pharmaceutical researchers can learn how to use drug repositioning techniques to extend the lifespan and applications of existing drugs as well as maximize the return on investment in drug research and development.

Drug Repositioning

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118274393
Total Pages : 499 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Drug Repositioning by : Michael J. Barratt

Download or read book Drug Repositioning written by Michael J. Barratt and published by John Wiley & Sons. This book was released on 2012-04-11 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: The how's and why's of successful drug repositioning Drug repositioning, also known as drug reprofiling or repurposing, has become an increasingly important part of the drug development process. This book examines the business, technical, scientific, and operational challenges and opportunities that drug repositioning offers. Readers will learn how to perform the latest experimental and computational methods that support drug repositioning, and detailed case studies throughout the book demonstrate how these methods fit within the context of a comprehensive drug repositioning strategy. Drug Repositioning is divided into three parts: Part 1, Drug Repositioning: Business Case, Strategies, and Operational Considerations, examines the medical and commercial drivers underpinning the quest to reposition existing drugs, guiding readers through the key strategic, technical, operational, and regulatory decisions needed for successful drug repositioning programs. Part 2, Application of Technology Platforms to Uncover New Indications and Repurpose Existing Drugs, sets forth computational-based strategies, tools, and databases that have been designed for repositioning studies, screening approaches, including combinations of existing drugs, and a look at the development of chemically modified analogs of approved agents. Part 3, Academic and Non-Profit Initiatives & the Role of Alliances in the Drug Repositioning Industry, explores current investigations for repositioning drugs to treat rare and neglected diseases, which are frequently overlooked by for-profit pharmaceutical companies due to their lack of commercial return. The book's appendix provides valuable resources for drug repositioning researchers, including information on drug repositioning and reformulation companies, databases, government resources and organizations, regulatory agencies, and drug repositioning initiatives from academia and non-profits. With this book as their guide, students and pharmaceutical researchers can learn how to use drug repositioning techniques to extend the lifespan and applications of existing drugs as well as maximize the return on investment in drug research and development.

Computational Methods for Drug Repurposing

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Author :
Publisher : Humana
ISBN 13 : 9781493989546
Total Pages : 0 pages
Book Rating : 4.9/5 (895 download)

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Book Synopsis Computational Methods for Drug Repurposing by : Quentin Vanhaelen

Download or read book Computational Methods for Drug Repurposing written by Quentin Vanhaelen and published by Humana. This book was released on 2018-12-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This detailed book explores techniques commonly used for research into drug repurposing, a well-known strategy to find alternative indications for drugs which have already undergone toxicology and pharma-kinetic studies but have failed later stages during the development, via computational methods. Thereby, it addresses the intense challenges of identifying the appropriate type of algorithm and relevant technical information for computational repurposing. Written for the highly successful Methods in Molecular Biology series, the authors of each chapter use their experience in the field to describe the implementation and successful use of a specific repurposing method thus providing lab-ready instruction. Authoritative and practical, Computational Methods for Drug Repurposing serves as an ideal guide to researchers interested in this vital area of drug development.

New Approach for Drug Repurposing Part A

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Author :
Publisher : Elsevier
ISBN 13 : 0443223394
Total Pages : 408 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis New Approach for Drug Repurposing Part A by :

Download or read book New Approach for Drug Repurposing Part A written by and published by Elsevier. This book was released on 2024-06-01 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: New approach for drug repurposing represents drug discovery and development which is a tedious process that requires 10-15 years of time, investments up to $1-2 billion, and have high risk of failure to enter into market for clinical applications. As the drugs has to pass through number of developmental phase, the likelihood for a drug to be approved from phase I clinical trial to United States of Food and Drug Administration (USFDA) approval is less than 10%. More than 90% of drugs failed in due to toxicity, efficacy and clinical trials. Drug repurposing is one of the roadway to accelerating drug discovery and development for treating disease and thus to providing better quality of life. This volume covers an overview of drug repurposing, novel methods, mechanism of action, lab on chip for drug repurposing, computational biology, system biology, artificial intelligence and machine learning for drug repurposing, target identification, target mining, high throughput drug screening, clinical trial of repurposed drug, repurposed biologics, and regulatory consideration and intellectual property right of repurposed drug. This volume highlights a number of aspects of the drug repurposing that can help the basic understanding of students, researchers, clinicians, entrepreneurs, and stakeholders to perform their research with great interest. To offer drug repurposing, novel methods, mechanism of action, lab on chip for drug repurposing, To offer computational biology, system biology, artificial intelligence and machine learning for drug repurposing, To offer high throughput drug screening, clinical trial of repurposed drug, repurposed biologics, and regulatory consideration

Drug Repurposing in Cancer Therapy

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Author :
Publisher : Academic Press
ISBN 13 : 0128199032
Total Pages : 460 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Drug Repurposing in Cancer Therapy by : Kenneth K.W. To

Download or read book Drug Repurposing in Cancer Therapy written by Kenneth K.W. To and published by Academic Press. This book was released on 2020-07-29 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug Repurposing in Cancer Therapy: Approaches and Applications provides comprehensive and updated information from experts in basic science research and clinical practice on how existing drugs can be repurposed for cancer treatment. The book summarizes successful stories that may assist researchers in the field to better design their studies for new repurposing projects. Sections discuss specific topics such as in silico prediction and high throughput screening of repurposed drugs, drug repurposing for overcoming chemoresistance and eradicating cancer stem cells, and clinical investigation on combination of repurposed drug and anticancer therapy. Cancer researchers, oncologists, pharmacologists and several members of biomedical field who are interested in learning more about the use of existing drugs for different purposes in cancer therapy will find this to be a valuable resource. Presents a systematic and up-to-date collection of the research underpinning the various drug repurposing approaches for a quick, but in-depth understanding on current trends in drug repurposing research Brings better understanding of the drug repurposing process in a holistic way, combining both basic and clinical sciences Encompasses a collection of successful stories of drug repurposing for cancer therapy in different cancer types

Drug Repurposing

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Author :
Publisher : Royal Society of Chemistry
ISBN 13 : 1839163410
Total Pages : 351 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Drug Repurposing by : David Cavalla

Download or read book Drug Repurposing written by David Cavalla and published by Royal Society of Chemistry. This book was released on 2022-01-31 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug repurposing is the development of existing drugs for new uses: given that 9 in 10 drugs that enter drug development are never marketed and therefore represent wasted effort, it is an attractive as well as inherently more efficient process. Three repurposed drugs can be brought to market for the same cost as one new chemical entity; and they can also be identified more quickly, an important benefit for patients whose diseases are progressing faster than therapeutic innovation. But repurposing also requires a fresh look at configuring pharmaceutical R&D, considering clinical, regulatory and patent issues much earlier than would otherwise be the case; a holistic gedanken experiment almost needs to be undertaken at the very start of any repurposing development. In addition to new ways of thinking, the discovery of repurposing opportunities can take advantage of artificial intelligence techniques to match the perfect new use for an existing drug. And while repurposing of medicines has been in the mind of every doctor since Hypocrates, modern clinical practice will simply have to adapt to new repurposing techniques in an age where the number of known diseases is increasing much faster than the healthcare dollars available.

Drug Repurposing

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Author :
Publisher : Springer
ISBN 13 : 9789819750153
Total Pages : 0 pages
Book Rating : 4.7/5 (51 download)

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Book Synopsis Drug Repurposing by : Naveen Chella

Download or read book Drug Repurposing written by Naveen Chella and published by Springer. This book was released on 2024-09-28 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an insightful exploration of drug repurposing, an innovative approach to drug discovery and development that has the potential to revolutionize the field of medicine. It begins with an introduction to drug repurposing and its history, providing a comprehensive overview of the subject. The readers will embark on a journey through the diverse landscape of drug repurposing strategies. From in silico methods of predicting drug-disease associations to experimental approaches to the integrations of artificial intelligence (AI) and machine learning (ML) in drug repurposing for validating repurposed candidates. The book also delves into the application of drug repurposing in various disease areas, including cancer, inflammatory disorders, and CNS disorders. It explores the potential hurdles involved in the regulatory aspects of the process. The book further covers drug products under clinical trials and provides an overview of the future perspectives of drug repurposing. With its detailed and informative content, this book is a must-read for researchers, clinicians, and healthcare professionals interested in the exciting field of drug repurposing.

Drug Repositioning: Current Advances and Future Perspectives

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 288945696X
Total Pages : 153 pages
Book Rating : 4.8/5 (894 download)

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Book Synopsis Drug Repositioning: Current Advances and Future Perspectives by : Yuhei Nishimura

Download or read book Drug Repositioning: Current Advances and Future Perspectives written by Yuhei Nishimura and published by Frontiers Media SA. This book was released on 2019-01-11 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug repositioning is the process of identifying new indications for existing drugs. At present, the conventional de novo drug discovery process requires an average of about 14 years and US$2.5 billion to approve and launch a drug. Drug repositioning can reduce the time and cost of this process because it takes advantage of drugs already in clinical use for other indications or drugs that have cleared phase I safety trials but have failed to show efficacy in the intended diseases. Historically, drug repositioning has been realized through serendipitous clinical observations or improved understanding of disease mechanisms. However, recent technological advances have enabled a more systematic approach to drug repositioning. This eBook collects 16 articles from 112 authors, providing readers with current advances and future perspectives of drug repositioning.

Drug Repurposing

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Author :
Publisher : Royal Society of Chemistry
ISBN 13 : 1788019032
Total Pages : 351 pages
Book Rating : 4.7/5 (88 download)

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Book Synopsis Drug Repurposing by : David Cavalla

Download or read book Drug Repurposing written by David Cavalla and published by Royal Society of Chemistry. This book was released on 2022-02-09 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug repurposing, or repositioning, is the development of existing drugs for new uses: given that 9 in 10 drugs that enter drug development are never marketed and therefore represent wasted effort, it is an attractive as well as inherently more efficient process. Three repurposed drugs can be brought to market for the same cost as one new chemical entity; and they can also be identified more quickly, an important benefit for patients whose diseases are progressing faster than therapeutic innovation. But repurposing also requires a fresh look at configuring pharmaceutical R&D, considering clinical, regulatory and patent issues much earlier than would otherwise be the case. In addition to new ways of thinking, the discovery of repurposing opportunities can take advantage of artificial intelligence techniques to match the perfect new use for an existing drug. This book provides an ideal introduction to the field of drug repurposing with contributions from world-renowned experts culminating in an excellent resource for any drug discovery or medicinal chemist.

Drug repurposing and polypharmacology: A synergistic approach in multi-target based drug discovery

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Author :
Publisher : Frontiers Media SA
ISBN 13 : 2832512623
Total Pages : 170 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Drug repurposing and polypharmacology: A synergistic approach in multi-target based drug discovery by : Mithun Rudrapal

Download or read book Drug repurposing and polypharmacology: A synergistic approach in multi-target based drug discovery written by Mithun Rudrapal and published by Frontiers Media SA. This book was released on 2023-01-30 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Drug Repositioning

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Author :
Publisher : CRC Press
ISBN 13 : 1482220849
Total Pages : 331 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Drug Repositioning by : Joel Dudley

Download or read book Drug Repositioning written by Joel Dudley and published by CRC Press. This book was released on 2017-07-14 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nervous system diseases represent a major health concern worldwide. Although important financial and professional investment, their etiology and pathophysiology still remain mostly elusive. Moreover, the clinical need of disease-modifying therapies is still unmet. In the last decades, traditional R&D has failed in identifying new effective therapies in many medical areas and drug repositioning has recently emerged as a promising alternative strategy to de novo drug discovery to improve and accelerate therapeutic development. For the first time, Drug Repositioning: Approaches and Applications for Neurotherapeutics reviews history and advances in drug repositioning, with a special focus on therapeutics for nervous system diseases. International experts from Academia, Industry and Non-profit organisations will provide different views on drug repositioning advantages, challenges and specific applications, which will be covered for nervous system diseases including Alzheimer's, Parkinson's, Huntington's diseases, Amyotrophic Lateral Sclerosis, Spinal Muscular Atrophy, ischemic stroke, and psychiatric disorders. This book provides a balanced overview and synthesis of drug repositioning concept, methods and applications for neurotherapeutics. It represents a valuable resource for students, scientists and clinicians working in academic settings, industry and government agencies within the fields of neuroscience, pharmacology, neurology, pharmaceutical sciences, drug discovery and development.

Improving and Accelerating Therapeutic Development for Nervous System Disorders

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Author :
Publisher : National Academies Press
ISBN 13 : 0309292492
Total Pages : 107 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Improving and Accelerating Therapeutic Development for Nervous System Disorders by : Institute of Medicine

Download or read book Improving and Accelerating Therapeutic Development for Nervous System Disorders written by Institute of Medicine and published by National Academies Press. This book was released on 2014-02-06 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improving and Accelerating Therapeutic Development for Nervous System Disorders is the summary of a workshop convened by the IOM Forum on Neuroscience and Nervous System Disorders to examine opportunities to accelerate early phases of drug development for nervous system drug discovery. Workshop participants discussed challenges in neuroscience research for enabling faster entry of potential treatments into first-in-human trials, explored how new and emerging tools and technologies may improve the efficiency of research, and considered mechanisms to facilitate a more effective and efficient development pipeline. There are several challenges to the current drug development pipeline for nervous system disorders. The fundamental etiology and pathophysiology of many nervous system disorders are unknown and the brain is inaccessible to study, making it difficult to develop accurate models. Patient heterogeneity is high, disease pathology can occur years to decades before becoming clinically apparent, and diagnostic and treatment biomarkers are lacking. In addition, the lack of validated targets, limitations related to the predictive validity of animal models - the extent to which the model predicts clinical efficacy - and regulatory barriers can also impede translation and drug development for nervous system disorders. Improving and Accelerating Therapeutic Development for Nervous System Disorders identifies avenues for moving directly from cellular models to human trials, minimizing the need for animal models to test efficacy, and discusses the potential benefits and risks of such an approach. This report is a timely discussion of opportunities to improve early drug development with a focus toward preclinical trials.

Polypharmacology in Drug Discovery

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470590904
Total Pages : 542 pages
Book Rating : 4.4/5 (75 download)

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Book Synopsis Polypharmacology in Drug Discovery by : Jens-Uwe Peters

Download or read book Polypharmacology in Drug Discovery written by Jens-Uwe Peters and published by John Wiley & Sons. This book was released on 2012-03-13 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential outline of the main facets of polypharmacology in drug discovery research Extending drug discovery opportunities beyond the "one drug, one target" philosophy, a polypharmacological approach to the treatment of complex diseases is emerging as a hot topic in both industry and academic research. Polypharmacology in Drug Discovery presents an overview of the various facets of polypharmacology and how it can be applied as an innovative concept for developing medicines for treating bacterial infections, epilepsy, cancer, psychiatric disorders, and more. Filled with a collection of instructive case studies that reinforce the material and illuminate the subject, this practical guide: Covers the two-sided nature of polypharmacology—its contribution to adverse drug reactions and its benefit in certain therapeutic drug classes Addresses the important topic of polypharmacology in drug discovery, a subject that has not been thoroughly covered outside of scattered journal articles Overviews state-of-the-art approaches and developments to help readers understand concepts and issues related to polypharmacology Fosters interdisciplinary drug discovery research by embracing computational, synthetic, in vitro and in vivo pharmacological and clinical aspects of polypharmacology A clear road map for helping readers successfully navigate around the problems involved with promiscuous ligands and targets, Polypharmacology in Drug Discovery provides real examples, in-depth explanations and discussions, and detailed reviews and opinions to spark inspiration for new drug discovery projects.

Drug Repurposing and Computational Drug Discovery

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Author :
Publisher : CRC Press
ISBN 13 : 1000800016
Total Pages : 294 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Drug Repurposing and Computational Drug Discovery by : Mithun Rudrapal

Download or read book Drug Repurposing and Computational Drug Discovery written by Mithun Rudrapal and published by CRC Press. This book was released on 2023-10-27 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug repurposing is defined as identifying new pharmacological indications from old, existing, failed, investigational, already marketed, or FDA-approved drugs and prodrugs, and applying these new uses in the treatment of diseases other than the drug’s original intended therapeutic use. The application of computational techniques in discovery research not only helps in the development of drugs from leads or existing drug molecules but can also be useful for the repurposing of existing drug candidates. This new volume presents exciting recent advances in drug repurposing and computational approaches for the discovery and development of drugs against certain difficult-to-treat and life-threatening diseases. With contributions from a global team of experts (academicians, scientists, and researchers), it explores the sophisticated tools and techniques of drug repurposing and computational drug discovery. It delivers valuable information on computational techniques, tools, and databases being utilized for drug repurposing and for identifying the uses of existing drug candidates on different emerging or deadly diseases. Drug repurposing and computational approaches addressed in the book target the discovery and development of drugs for microbial infections (bacterial, fungal, viral, COVID-19), parasitic diseases and neglected tropical diseases (NTDs), malignant diseases (cancer), inflammatory diseases, cardiovascular disorders, diabetes, and aging and neurological (CNS) disorders. In addition, the challenges and regulatory issues encountered in drug repurposing and computational drug discovery programs are looked at, offering perspectives for future directions.