Computational Systems Biology: Methods And Protocols (Methods In Molecular Biology, 1754)

This volume introduces the reader to the latest experimental and bioinformatics methods for DNA sequencing, RNA sequencing, cell-free tumour DNA sequencing, single cell sequencing, single-cell proteomics and metabolomics. Chapters detail advanced analysis methods, such as Genome-Wide Association Studies (GWAS), machine learning, reconstruction and analysis of gene regulatory networks and differential coexpression network analysis, and gave a practical guide for how to choose and use the right algorithm or software to handle specific high throughput data or multi-omics data. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and tips on troubleshooting and avoiding known pitfalls. Authoritative and cutting-edge, Computational Systems Biology: Methods and Protocols aims to ensure successful results in the further study of this vital field.

• | Author: Tao Huang, Tao Huang
• | Publisher: Humana
• | Publication Date: Mar 14, 2018
• | Number of Pages: 429 pages
• | Language: English
• | Binding: Hardcover/SCIENCE
• | ISBN-10: 1493977164
• | ISBN-13: 9781493977161