Quantitative Methods In System Based Drug Discovery

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Quantitative Methods in Pharmaceutical Research and Development

Author : Olga V. Marchenko
Publisher : Springer Nature
ISBN 13 : 3030485552
Total Pages : 445 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Quantitative Methods in Pharmaceutical Research and Development by : Olga V. Marchenko

Download or read book Quantitative Methods in Pharmaceutical Research and Development written by Olga V. Marchenko and published by Springer Nature. This book was released on 2020-09-24 with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume presents an overview of concepts, methods, and applications used in several quantitative areas of drug research, development, and marketing. Chapters bring together the theories and applications of various disciplines, allowing readers to learn more about quantitative fields, and to better recognize the differences between them. Because it provides a thorough overview, this will serve as a self-contained resource for readers interested in the pharmaceutical industry, and the quantitative methods that serve as its foundation. Specific disciplines covered include: Biostatistics Pharmacometrics Genomics Bioinformatics Pharmacoepidemiology Commercial analytics Operational analytics Quantitative Methods in Pharmaceutical Research and Development is ideal for undergraduate students interested in learning about real-world applications of quantitative methods, and the potential career options open to them. It will also be of interest to experts working in these areas.

Structure-Based Drug Design

Author : Pandi Veerapandian
Publisher : Routledge
ISBN 13 : 1351413066
Total Pages : 665 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Structure-Based Drug Design by : Pandi Veerapandian

Download or read book Structure-Based Drug Design written by Pandi Veerapandian and published by Routledge. This book was released on 2018-03-29 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing the most recent advances in crystallography, nuclear magnetic resonance, molecular modeling techniques, and computational combinatorial chemistry, this unique, interdisciplinary reference explains the application of three-dimensional structural information in the design of pharmaceutical drugs. Furnishing authoritative analyses by world-renowned experts, Structure-Based Drug Design discusses protein structure-based design in optimizing HIV protease inhibitors and details the biochemical, genetic, and clinical data on HIV-1 reverse transcriptase presents recent results on the high-resolution three-dimensional structure of the catalytic core domain of HIV-1 integrase as a foundation for divergent combination therapy focuses on structure-based design strategies for uncovering receptor antagonists to treat inflammatory diseases demonstrates a systematic approach to the design of inhibitory compounds in cancer treatment reviews current knowledge on the Interleukin-1 (IL-1) system and progress in the development of IL-1 modulators describes the influence of structure-based methods in designing capsid-binding inhibitors for relief of the common cold and much more!

Quantitative Drug Design

Author : Yvonne C. Martin
Publisher : CRC Press
ISBN 13 : 1420071009
Total Pages : 284 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Quantitative Drug Design by : Yvonne C. Martin

Download or read book Quantitative Drug Design written by Yvonne C. Martin and published by CRC Press. This book was released on 2010-05-06 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the publication of the first edition, the field has changed dramatically. Scientists can now explicitly consider 3D features in quantitative structure-activity relationship (QSAR) studies and often have the 3D structure of the macromolecular target to guide the 3D QSAR. Improvements in computer hardware and software have also made the methods

Basic Principles of Drug Discovery and Development

Author : Benjamin E. Blass
Publisher : Academic Press
ISBN 13 : 0128172150
Total Pages : 738 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Basic Principles of Drug Discovery and Development by : Benjamin E. Blass

Download or read book Basic Principles of Drug Discovery and Development written by Benjamin E. Blass and published by Academic Press. This book was released on 2021-03-30 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basic Principles of Drug Discovery and Development presents the multifaceted process of identifying a new drug in the modern era, which requires a multidisciplinary team approach with input from medicinal chemists, biologists, pharmacologists, drug metabolism experts, toxicologists, clinicians, and a host of experts from numerous additional fields. Enabling technologies such as high throughput screening, structure-based drug design, molecular modeling, pharmaceutical profiling, and translational medicine are critical to the successful development of marketable therapeutics. Given the wide range of disciplines and techniques that are required for cutting edge drug discovery and development, a scientist must master their own fields as well as have a fundamental understanding of their collaborator's fields. This book bridges the knowledge gaps that invariably lead to communication issues in a new scientist's early career, providing a fundamental understanding of the various techniques and disciplines required for the multifaceted endeavor of drug research and development. It provides students, new industrial scientists, and academics with a basic understanding of the drug discovery and development process. The fully updated text provides an excellent overview of the process and includes chapters on important drug targets by class, in vitro screening methods, medicinal chemistry strategies in drug design, principles of in vivo pharmacokinetics and pharmacodynamics, animal models of disease states, clinical trial basics, and selected business aspects of the drug discovery process. - Provides a clear explanation of how the pharmaceutical industry works, as well as the complete drug discovery and development process, from obtaining a lead, to testing the bioactivity, to producing the drug, and protecting the intellectual property - Includes a new chapter on the discovery and development of biologics (antibodies proteins, antibody/receptor complexes, antibody drug conjugates), a growing and important area of the pharmaceutical industry landscape - Features a new section on formulations, including a discussion of IV formulations suitable for human clinical trials, as well as the application of nanotechnology and the use of transdermal patch technology for drug delivery - Updated chapter with new case studies includes additional modern examples of drug discovery through high through-put screening, fragment-based drug design, and computational chemistry

Complex Systems, Sustainability and Innovation

Author : Ciza Thomas
Publisher : BoD – Books on Demand
ISBN 13 : 9535128418
Total Pages : 128 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Complex Systems, Sustainability and Innovation by : Ciza Thomas

Download or read book Complex Systems, Sustainability and Innovation written by Ciza Thomas and published by BoD – Books on Demand. This book was released on 2016-12-14 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book on complex systems, sustainability, and innovation explores a broad set of ideas and presents some of the state-of-the-art research in this field concisely in six chapters. In a complex system, it is difficult to know exactly how the individual components contribute to an observed behavior and the extent of each component's contributions. It is the interactions of the individual components that determine the emergent functionalities. This makes it difficult to understand and predict the behavior of complex systems and hence the effects of any innovations in this field. This necessitates for the emergence of a new age of innovations with the main focus on user orientation and sustainability. This book explores some of the complex systems and their dependence on the environment to provide a long-term perspective, aiding innovations and supporting a sustainable society. The intended audience of this book will mainly consist of researchers, research students, and practitioners in the field of complex systems and sustainability.

Improving and Accelerating Therapeutic Development for Nervous System Disorders

Author : Institute of Medicine
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.

PHARMACEUTICAL PHD THESIS WRITING AND CONDUCTING THE RESEARCH STEP-BY-STEP GUIDANCE

Author : DR PATHAN AZHER KHAN
Publisher : Pristyn Research Solutions
ISBN 13 : 8197170142
Total Pages : 237 pages
Book Rating : 4.1/5 (971 download)

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Book Synopsis PHARMACEUTICAL PHD THESIS WRITING AND CONDUCTING THE RESEARCH STEP-BY-STEP GUIDANCE by : DR PATHAN AZHER KHAN

Download or read book PHARMACEUTICAL PHD THESIS WRITING AND CONDUCTING THE RESEARCH STEP-BY-STEP GUIDANCE written by DR PATHAN AZHER KHAN and published by Pristyn Research Solutions. This book was released on 2024-06-13 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers extensive and valuable advice for researchers starting with pharmaceutical studies and doctoral dissertation writing. The contributors provide precise, detailed instructions covering every phase of the research process, from choosing a topic to sharing findings, because they know the intricacies and difficulties that come with it. Essential topics covered in the book include writing a professional thesis, conducting literature reviews, planning experimental methods, and guaranteeing ethical human and animal research procedures. The book promises to provide researchers with the information and abilities required to succeed academically and professionally in the pharmaceutical sciences through helpful guidance, software tool recommendations, and communication techniques. Summary of the book This thorough manual is vital for researchers since it covers every pharmaceutical research and thesis composing stage. It starts with methods for choosing a study topic that is both possible and relevant. Key areas of exploration are identified by utilizing resources such as YouTube, LinkedIn, published papers, and reviews. The book leads users through creating a synopsis and offers precise, step-by-step guidance on successfully communicating your research. Essential phases of carrying out an exhaustive literature study are addressed, guaranteeing that you establish a firm basis by examining current material and pinpointing deficiencies. After that, the book moves on to planning and carrying out experiments, emphasising the significance of physicochemical characterisation, drug and excipient compatibility, and formulation development. It emphasises using QbD principles to optimise and evaluate various dosage forms alongside in vitro studies. Practical aspects of conducting animal and human studies ethically and effectively are addressed, followed by guidance on writing a compelling thesis. The book underscores the significance of professional writing in achieving a doctoral certificate and provides tips for image preparation, crucial for thesis writing. It also discusses various statistical, drug design, and research writing software tools. Finally, the guide prepares you for defending your thesis and offers advice on publishing and disseminating your findings to ensure your research reaches a broader audience. With its step-by-step approach and accessible language, this book is an invaluable companion for researchers embarking on pharmaceutical research and thesis writing across diverse fields.

Quantitative Methods for Precision Medicine

Author : Rongling Wu
Publisher : CRC Press
ISBN 13 : 1482219468
Total Pages : 307 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Quantitative Methods for Precision Medicine by : Rongling Wu

Download or read book Quantitative Methods for Precision Medicine written by Rongling Wu and published by CRC Press. This book was released on 2022-12-26 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern medicine is undergoing a paradigm shift from a "one-size-fits-all" strategy to a more precise patient-customized therapy and medication plan. While the success of precision medicine relies on the level of pharmacogenomic knowledge, dissecting the genetic mechanisms of drug response in a sufficient detail requires powerful computational tools. Quantitative Methods for Precision Medicine: Pharmacogenomics in Action presents the advanced statistical methods for mapping pharmacogenetic control by integrating pharmacokinetic and pharmacodynamic principles of drug-body interactions. Beyond traditional reductionist-based statistical genetic approaches, statistical formulization in this book synthesizes elements of multiple disciplines to infer, visualize, and track how pharmacogenes interact together as an intricate but well-coordinated system to mediate patient-specific drug response. Features: Functional and systems mapping models to characterize the genetic architecture of multiple medication processes Statistical methods for analyzing informative missing data in pharmacogenetic association studies Functional graph theory of inferring genetic interaction networks from association data Leveraging the concept of epistasis to capture its bidirectional, signed and weighted properties Modeling gene-induced cell-cell crosstalk and its impact on drug response A graph model of drug-drug interactions in combination therapies Critical methodological issues to improve pharmacogenomic research as the cornerstone of precision medicine This book is suitable for graduate students and researchers in the fields of biology, medicine, bioinformatics and drug design and delivery who are interested in statistical and computational modelling of biological processes and systems. It may also serve as a major reference for applied mathematicians, computer scientists, and statisticians who attempt to develop algorithmic tools for genetic mapping, systems pharmacogenomics and systems biology. It can be used as both a textbook and research reference. Professionals in pharmaceutical sectors who design drugs and clinical doctors who deliver drugs will also find it useful.

Artificial Intelligence in Drug Discovery

Author : Nathan Brown
Publisher : Royal Society of Chemistry
ISBN 13 : 1839160543
Total Pages : 425 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Artificial Intelligence in Drug Discovery by : Nathan Brown

Download or read book Artificial Intelligence in Drug Discovery written by Nathan Brown and published by Royal Society of Chemistry. This book was released on 2020-11-04 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following significant advances in deep learning and related areas interest in artificial intelligence (AI) has rapidly grown. In particular, the application of AI in drug discovery provides an opportunity to tackle challenges that previously have been difficult to solve, such as predicting properties, designing molecules and optimising synthetic routes. Artificial Intelligence in Drug Discovery aims to introduce the reader to AI and machine learning tools and techniques, and to outline specific challenges including designing new molecular structures, synthesis planning and simulation. Providing a wealth of information from leading experts in the field this book is ideal for students, postgraduates and established researchers in both industry and academia.

Methods and Algorithms for Molecular Docking-Based Drug Design and Discovery

Author : Dastmalchi, Siavoush
Publisher : IGI Global
ISBN 13 : 1522501169
Total Pages : 477 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Methods and Algorithms for Molecular Docking-Based Drug Design and Discovery by : Dastmalchi, Siavoush

Download or read book Methods and Algorithms for Molecular Docking-Based Drug Design and Discovery written by Dastmalchi, Siavoush and published by IGI Global. This book was released on 2016-05-03 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: The role of technology in the medical field has resulted in significant developments within the pharmaceutical industry. Computational approaches have emerged as a crucial method in further advancing drug design and development. Methods and Algorithms for Molecular Docking-Based Drug Design and Discovery presents emerging research on the application of computer-assisted design methods for drugs, emphasizing the benefits and improvements that molecular docking has caused within the pharmaceutical industry. Focusing on validation methods, search algorithms, and scoring functions, this book is a pivotal resource for professionals, researchers, students, and practitioners in the field of theoretical and computational chemistry.

Pharmacometrics

Author : Ene I. Ette
Publisher : John Wiley & Sons
ISBN 13 : 1118679512
Total Pages : 1236 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Pharmacometrics by : Ene I. Ette

Download or read book Pharmacometrics written by Ene I. Ette and published by John Wiley & Sons. This book was released on 2013-03-14 with total page 1236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pharmacometrics is the science of interpreting and describing pharmacology in a quantitative fashion. The pharmaceutical industry is integrating pharmacometrics into its drug development program, but there is a lack of and need for experienced pharmacometricians since fewer and fewer academic programs exist to train them. Pharmacometrics: The Science of Quantitative Pharmacology lays out the science of pharmacometrics and its application to drug development, evaluation, and patient pharmacotherapy, providing a comprehensive set of tools for the training and development of pharmacometricians. Edited and written by key leaders in the field, this flagship text on pharmacometrics: Integrates theory and practice to let the reader apply principles and concepts. Provides a comprehensive set of tools for training and developing expertise in the pharmacometric field. Is unique in including computer code information with the examples. This volume is an invaluable resource for all pharmacometricians, statisticians, teachers, graduate and undergraduate students in academia, industry, and regulatory agencies.

The Organic Chemistry of Drug Design and Drug Action

Author : Richard B. Silverman
Publisher : Elsevier
ISBN 13 : 0080513379
Total Pages : 650 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis The Organic Chemistry of Drug Design and Drug Action by : Richard B. Silverman

Download or read book The Organic Chemistry of Drug Design and Drug Action written by Richard B. Silverman and published by Elsevier. This book was released on 2012-12-02 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: Standard medicinal chemistry courses and texts are organized by classes of drugs with an emphasis on descriptions of their biological and pharmacological effects. This book represents a new approach based on physical organic chemical principles and reaction mechanisms that allow the reader to extrapolate to many related classes of drug molecules. The Second Edition reflects the significant changes in the drug industry over the past decade, and includes chapter problems and other elements that make the book more useful for course instruction. - New edition includes new chapter problems and exercises to help students learn, plus extensive references and illustrations - Clearly presents an organic chemist's perspective of how drugs are designed and function, incorporating the extensive changes in the drug industry over the past ten years - Well-respected author has published over 200 articles, earned 21 patents, and invented a drug that is under consideration for commercialization

Dissemination and Implementation Research in Health

Author : Ross C. Brownson
Publisher : Oxford University Press
ISBN 13 : 019068321X
Total Pages : 545 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis Dissemination and Implementation Research in Health by : Ross C. Brownson

Download or read book Dissemination and Implementation Research in Health written by Ross C. Brownson and published by Oxford University Press. This book was released on 2018 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive work in D&I research -- now completely updated and expanded The application of scientific research to the creation of evidence-based policies is a science unto itself -- and one that is never easy. Dissemination and implementation research (D&I) is the study of how scientific advances can be implemented into everyday life, and understanding how it works has never been more important for students and professionals across the scientific, academic, and governmental communities. Dissemination and Implementation Research in Health is a practical guide to making research more consequential, a collection assembled and written by today's leading D&I researchers. Readers of this book are taught to: � Evaluate the evidence base in an effective intervention � Choose a strategy that produces the greatest impact � Design an appropriate and effectual study � Track essential outcomes � Account for the barriers to uptake in communities, social service agencies, and health care facilities The challenges to moving research into practice are universal, and they're complicated by the current landscape's reliance on partnerships and multi-center research. In this light, Dissemination and Implementation Research in Health is nothing less than a roadmap to effecting change in the sciences. It will have broad utility to researchers and practitioners in epidemiology, biostatistics, behavioral science, economics, medicine, social work, psychology, and anthropology -- both today and in our slightly better future.

Computational Drug Design

Author : D. C. Young
Publisher : John Wiley & Sons
ISBN 13 : 9780470451847
Total Pages : 344 pages
Book Rating : 4.4/5 (518 download)

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Book Synopsis Computational Drug Design by : D. C. Young

Download or read book Computational Drug Design written by D. C. Young and published by John Wiley & Sons. This book was released on 2009-01-28 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Helps you choose the right computational tools and techniques to meet your drug design goals Computational Drug Design covers all of the major computational drug design techniques in use today, focusing on the process that pharmaceutical chemists employ to design a new drug molecule. The discussions of which computational tools to use and when and how to use them are all based on typical pharmaceutical industry drug design processes. Following an introduction, the book is divided into three parts: Part One, The Drug Design Process, sets forth a variety of design processes suitable for a number of different drug development scenarios and drug targets. The author demonstrates how computational techniques are typically used during the design process, helping readers choose the best computational tools to meet their goals. Part Two, Computational Tools and Techniques, offers a series of chapters, each one dedicated to a single computational technique. Readers discover the strengths and weaknesses of each technique. Moreover, the book tabulates comparative accuracy studies, giving readers an unbiased comparison of all the available techniques. Part Three, Related Topics, addresses new, emerging, and complementary technologies, including bioinformatics, simulations at the cellular and organ level, synthesis route prediction, proteomics, and prodrug approaches. The book's accompanying CD-ROM, a special feature, offers graphics of the molecular structures and dynamic reactions discussed in the book as well as demos from computational drug design software companies. Computational Drug Design is ideal for both students and professionals in drug design, helping them choose and take full advantage of the best computational tools available. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Systems Pharmacology and Pharmacodynamics

Author : Donald E. Mager
Publisher : Springer
ISBN 13 : 3319445340
Total Pages : 512 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Systems Pharmacology and Pharmacodynamics by : Donald E. Mager

Download or read book Systems Pharmacology and Pharmacodynamics written by Donald E. Mager and published by Springer. This book was released on 2016-11-29 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: While systems biology and pharmacodynamics have evolved in parallel, there are significant interrelationships that can enhance drug discovery and enable optimized therapy for each patient. Systems pharmacology is the relatively new discipline that is the interface between these two methods. This book is the first to cover the expertise from systems biology and pharmacodynamics researchers, describing how systems pharmacology may be developed and refined further to show practical applications in drug development. There is a growing awareness that pharmaceutical companies should reduce the high attrition in the pipeline due to insufficient efficacy or toxicity found in proof-of-concept and/or Phase II studies. Systems Pharmacology and Pharmacodynamics discusses the framework for integrating information obtained from understanding physiological/pathological pathways (normal body function system vs. perturbed system due to disease) and pharmacological targets in order to predict clinical efficacy and adverse events through iterations between mathematical modeling and experimentation.

Drug Design

Author : Kenneth M. Merz
Publisher : Cambridge University Press
ISBN 13 : 0521887232
Total Pages : 289 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Drug Design by : Kenneth M. Merz

Download or read book Drug Design written by Kenneth M. Merz and published by Cambridge University Press. This book was released on 2010-05-31 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a complete snapshot of various experimental approaches to structure-based and ligand-based drug design and is illustrated with more than 200 images.

Systems Biology in Drug Discovery and Development

Author : Daniel L. Young
Publisher : John Wiley & Sons
ISBN 13 : 1118016424
Total Pages : 398 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Systems Biology in Drug Discovery and Development by : Daniel L. Young

Download or read book Systems Biology in Drug Discovery and Development written by Daniel L. Young and published by John Wiley & Sons. This book was released on 2011-09-23 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to focus on comprehensive systems biology as applied to drug discovery and development Drawing on real-life examples, Systems Biology in Drug Discovery and Development presents practical applications of systems biology to the multiple phases of drug discovery and development. This book explains how the integration of knowledge from multiple sources, and the models that best represent that integration, inform the drug research processes that are most relevant to the pharmaceutical and biotechnology industries. The first book to focus on comprehensive systems biology and its applications in drug discovery and development, it offers comprehensive and multidisciplinary coverage of all phases of discovery and design, including target identification and validation, lead identification and optimization, and clinical trial design and execution, as well as the complementary systems approaches that make these processes more efficient. It also provides models for applying systems biology to pharmacokinetics, pharmacodynamics, and candidate biomarker identification. Introducing and explaining key methods and technical approaches to the use of comprehensive systems biology on drug development, the book addresses the challenges currently facing the pharmaceutical industry. As a result, it is essential reading for pharmaceutical and biotech scientists, pharmacologists, computational modelers, bioinformaticians, and graduate students in systems biology, pharmaceutical science, and other related fields.