Functional Informatics in Drug Discovery

ISBN-13: 9780367452940 / Angielski / Miękka / 2019 / 160 str.

Sergey Ilyin

Opis

Integrating various technologies with informational systems provides vast improvements to the overall research and development that occur in the biopharmaceutical industry. One of the first books to explore this area, Functional Informatics in Drug Discovery examines all aspects of technology integration and information flow in a biopharmaceutical enterprise and outlines the specific technologies used at various stages of drug development. With contributions from leaders in academia, information technology, and the pharmaceutical industry, each chapter illustrates how a particular area of biological science can benefit from the tools of informatics. The book first looks at intelligent automation, neurally based computational tools, and pharmacodynamic (PD) biomarkers. It then reviews a variety of novel technologies and approaches presently used in drug discovery at Johnson & Johnson. The text also describes how informatics can advance antibody technology and drug development for oncology. After focusing on forward genetic and reverse genetic strategies to identify relevant target genes for drug discovery, the book explains proteomic expression profiling and explores the application of laser microdissection in transcriptomics. Taking a systematic approach, this volume examines the impact of informatics tools on various areas in biopharmaceuticals by presenting in-depth analyses of emerging trends and future opportunities. Daniel E. Levy, editor of the Drug Discovery Series, is the founder of DEL BioPharma, a consulting service for drug discovery programs. He also maintains a blog that explores organic chemistry.

Spis treści

Preface. Intelligent Automation, Neurally Inspired Algorithms as Computational Tools. Using Pharmacodynamic Biomarkers to Accelerate Early Clinical Drug Development. Opportunities in CNS Drug Discovery and Development. Clinical Success of Antibody Therapeutics in Oncology. Relating Target Sequence to Biological Function. Use of Protein Microarrays for Molecular Network Analysis and Signal-Pathway Profiling. Laser Microdissection-Based Transcriptomics Using Microarrays. Index.

O autorze

Ilyin, Sergey