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Full Description
Computational Phytochemistry explores how recent advances in computational techniques and methods have been embraced by phytochemical researchers to enhance many of their operations, thus refocusing and expanding the possibilities of phytochemical studies. By applying computational aids and mathematical models to extraction, isolation, structure determination and bioactivity testing, researchers can extract highly detailed information about phytochemicals and optimize working approaches. This book aims to support and encourage researchers currently working with, or looking to incorporate, computational methods into their phytochemical work.
Topics in this book include computational methods for predicting medicinal properties, optimizing extraction, isolating plant secondary metabolites and building dereplicated phytochemical libraries. The role of high-throughput screening, spectral data for structural prediction, plant metabolomics and biosynthesis are all reviewed, before the application of computational aids for assessing bioactivities and virtual screening are discussed. Illustrated with detailed figures and supported by practical examples, this book is an indispensable guide for all those involved with the identification, extraction and application of active agents from natural products.
Contents
1. An introduction to computational phytochemistry
2. Prediction of medicinal properties using mathematical models and computation, and selection of plant materials
3. Optimization of extraction using mathematical models and computation
4. Application of computational methods in isolation of plant secondary metabolites
5. Application of computation in building dereplicated phytochemical libraries
6. High-throughput screening of phytochemicals: Application of computational methods
7. Prediction of structure based on spectral data using computational techniques
8. Application of mathematical models and computation in plant metabolomics
9. Application of computation in the biosynthesis of phytochemicals
10. Computational aids for assessing bioactivities
11. Virtual Screening of phytochemicals
