Mining High Throughput Screening Data To Accelerate Drug Lead Discovery
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Mining High Throughput Screening Data To Accelerate Drug Lead Discovery
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Author : Anang A. Shelat
language : en
Publisher:
Release Date : 2005
Mining High Throughput Screening Data To Accelerate Drug Lead Discovery written by Anang A. Shelat and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
In Chapter 4, we discuss the need to approach drug discovery as a multivariate optimization problem and describe the Assay Reporter---an informatics platform that integrates both chemical and biological information in order to identify "good" molecules suitable for further development. Future plans to introduce elements of computational learning into the Assay Reporter framework are detailed in Chapter 5.
High Throughput Screening
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Author : William P. Janzen
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-02-05
High Throughput Screening written by William P. Janzen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-05 with Medical categories.
In High Throughput Screening, leading scientists and researchers expert in molecular discovery explain the diverse technologies and key techniques used in HTS and demonstrate how they can be applied generically. Writing to create precisely the introductory guidebook they wish had been available when they started in HTS, these expert seasoned authors illuminate the HTS process with richly detailed tutorials on the biological techniques involved, the management of compound libraries, and the automation and engineering approaches needed. Extensive discussions provide readers with all those key elements of pharmacology, molecular biology, enzymology, and biochemistry that will ensure the identification of suitable targets and screens, and detail the technology necessary to mine millions of data points for meaningful knowledge.
High Throughput Screening For Drug Discovery
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Author : Shailendra K. Saxena
language : en
Publisher: BoD – Books on Demand
Release Date : 2022-05-25
High Throughput Screening For Drug Discovery written by Shailendra K. Saxena 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 2022-05-25 with Medical categories.
The book focuses on various aspects and properties of high-throughput screening (HTS), which is of great importance in the development of novel drugs to treat communicable and non-communicable diseases. Chapters in this volume discuss HTS methodologies, resources, and technologies and highlight the significance of HTS in personalized and precision medicine.
High Throughput Screening
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Author : John P. Devlin
language : en
Publisher: CRC Press
Release Date : 1997-05-06
High Throughput Screening written by John P. Devlin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-05-06 with Science categories.
Furnishing the latest interdisciplinary information on the most important and frequently the only investigational system available for discovery programs that address the effects of small molecules on newly discovered enzyme and receptor targets emanating from molecular biology, this timely resource facilitates the transition from classical to high throughput screening (HTS) systems and provides a solid foundation for the implementation and development of HTS in bio-based industries and associated academic environments.
High Throughput Lead Optimization In Drug Discovery
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Author : Tushar Kshirsagar
language : en
Publisher: CRC Press
Release Date : 2019-08-30
High Throughput Lead Optimization In Drug Discovery written by Tushar Kshirsagar and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-30 with categories.
A Single Source on Parallel Synthesis for Lead Optimization The end of the previous millennium saw an explosion in the application of parallel synthesis techniques for making compounds for high-throughput screening. Over time, it became clear that more thought in the design phase of library development is necessary to generate high quality hits. More recently, the use of parallel synthesis techniques has shifted to applications beyond screening collections. Exploring the nuances of this technology, High-Throughput Lead Optimization in Drug Discovery describes the application of parallel synthesis to lead optimization and the design and synthesis of targeted libraries. Examine Case Studies that Cover a Range of Different Biological Targets Featuring real-world examples and contributions from well-known scientists, the book explores the shift to conducting parallel lead optimization in-house while outsourcing most of the screening libraries synthesis. It includes more than 15 case studies that encompass a range of biological targets for application in different therapeutic areas. The text contains examples of solid and solution-phase techniques for the synthesis of directed libraries. The chapter authors explain the design principles they used to direct the choice of templates and diversity elements. Speed Up Drug Discovery and the Hit-to-Lead Process Focusing on the application of combinatorial chemistry to medicinal chemistry, this volume compiles a series of optimization projects that give you a snapshot of successes and challenges in the use of parallel synthesis for lead optimization. It explores how this technology, when applied to library design, can speed up drug discovery.
Pharmaceutical Data Mining
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Author : Konstantin V. Balakin
language : en
Publisher: John Wiley & Sons
Release Date : 2009-11-19
Pharmaceutical Data Mining written by Konstantin V. Balakin and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-19 with Medical categories.
Leading experts illustrate how sophisticated computational data mining techniques can impact contemporary drug discovery and development In the era of post-genomic drug development, extracting and applying knowledge from chemical, biological, and clinical data is one of the greatest challenges facing the pharmaceutical industry. Pharmaceutical Data Mining brings together contributions from leading academic and industrial scientists, who address both the implementation of new data mining technologies and application issues in the industry. This accessible, comprehensive collection discusses important theoretical and practical aspects of pharmaceutical data mining, focusing on diverse approaches for drug discovery—including chemogenomics, toxicogenomics, and individual drug response prediction. The five main sections of this volume cover: A general overview of the discipline, from its foundations to contemporary industrial applications Chemoinformatics-based applications Bioinformatics-based applications Data mining methods in clinical development Data mining algorithms, technologies, and software tools, with emphasis on advanced algorithms and software that are currently used in the industry or represent promising approaches In one concentrated reference, Pharmaceutical Data Mining reveals the role and possibilities of these sophisticated techniques in contemporary drug discovery and development. It is ideal for graduate-level courses covering pharmaceutical science, computational chemistry, and bioinformatics. In addition, it provides insight to pharmaceutical scientists, principal investigators, principal scientists, research directors, and all scientists working in the field of drug discovery and development and associated industries.
High Throughput Screening
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Author : Mark Wigglesworth
language : en
Publisher:
Release Date : 2020
High Throughput Screening written by Mark Wigglesworth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Technology & Engineering categories.
"High Throughput Screening (HTS) is one of several hit identification approaches that are part of a developing and evolving toolbox for the discovery of pharmaceutical start points. HTS remains one of the most successful approaches, and therefore an important foundation of drug discovery. In High Throughput Screening: Methods, Techniques and Applications, leading industrial and academic experts in screening and drug discovery explain key technologies and methods while demonstrating how they can be applied to successful hit identification. Describing both traditional and emerging methods in detail, this book provides an overview of these methods to the reader that will serve both those new to the field and expert scientists alike. High Throughput Screening: Methods, Techniques and Applications provides readers with an outline of key elements in the areas of assay development, detailed descriptions of a range of both biochemical and cell-based screening methodologies and strategies, as well as highlighting important steps in data analysis. By describing the basic principles of methods commonly used in HTS, High Throughput Screening: Methods, Techniques and Applications provides an illuminating introduction to HTS, capturing established good practice within the field, thereby imparting both the industrial and academic researcher with the knowledge required to work effectively in both today's and the hit identification laboratories of the future"--
High Throughput Screening In Drug Discovery
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Author : Jörg Hüser
language : en
Publisher: John Wiley & Sons
Release Date : 2006-12-13
High Throughput Screening In Drug Discovery written by Jörg Hüser and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-13 with Science categories.
Backed by leading authorities, this is a professional guide to successful compound screening in pharmaceutical research and chemical biology, including the chemoinformatic tools needed for correct data evaluation. Chapter authors from leading pharmaceutical companies as well as from Harvard University discuss such factors as chemical genetics, binding, cell-based and biochemical assays, the efficient use of compound libraries and data mining using cell-based assay results. For both academics and professionals in the pharma and biotech industries working on small molecule screening.
High Throughput Screening In Drug Discovery
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Author : Amancio Carnero
language : en
Publisher: CRC Press
Release Date : 2017-02-15
High Throughput Screening In Drug Discovery written by Amancio Carnero and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-15 with categories.
Drug discovery is a highly complex and multidisciplinary process. High throughput screening (HTS) uses the technologies of automation to collect a large amount of experimental data in a relatively short time. This book presents a comprehensive view of the HTS process for drug discovery, with its benefits and pitfalls, advantages, and problems. It provides an overview of different platforms and examples of successful applications of HTS in drug discovery using different technologies applied to each specific project.
Pharmaceutical Profiling In Drug Discovery For Lead Selection
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Author : Ronald Borchardt
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-12-05
Pharmaceutical Profiling In Drug Discovery For Lead Selection written by Ronald Borchardt and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-05 with Medical categories.
This volume focuses on how to increase the efficiency of drug discovery and development. It is written by experienced discovery scientists from diverse disciplines, including chemistry, drug metabolism, and development sciences. The volume details in silico, in vitro, and in vivo tools for prediction, measurement, and application of compound properties to select and improve potential drug candidates.