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.
Reihe
Auflage
Softcover Reprint of the Original 1st 2018 ed.
Sprache
Verlagsort
Zielgruppe
Illustrationen
10
38 farbige Abbildungen, 10 s/w Abbildungen
XII, 417 p. 48 illus., 38 illus. in color.
Maße
Höhe: 254 mm
Breite: 178 mm
Dicke: 24 mm
Gewicht
ISBN-13
978-1-4939-9266-9 (9781493992669)
DOI
10.1007/978-1-4939-7717-8
Schweitzer Klassifikation