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 ensuresuccessful results in the further study of this vital field.
| ISBN: | 9781493992669 |
| Publication date: | 10th December 2019 |
| Author: | Tao Huang |
| Publisher: | Humana Press an imprint of Springer New York |
| Format: | Paperback |
| Pagination: | 417 pages |
| Series: | Methods in Molecular Biology |
| Genres: |
Computational biology / bioinformatics |
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.
Computational Systems Biology features in the following genres: Computational biology / bioinformatics
Paperback. Not Available.
Computational Systems Biology was written by Tao Huang and published by Humana Press an imprint of Springer New York
Computational Systems Biology has 417 pages
Yes it is part of Methods in Molecular Biology series