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Basics on network theory to analyze biological systems: a hands-on outlook.

Authors :
Ruiz Amores, Gerardo
Martínez-Antonio, Agustino
Source :
Functional & Integrative Genomics; Dec2022, Vol. 22 Issue 6, p1433-1448, 16p
Publication Year :
2022

Abstract

Biological processes result from interactions among molecules and cell-to-cell communications. In the last 50 years, network theory has empowered advances in understanding molecular networks' structure and dynamics that regulate biological systems. Adopting a network data analysis point of view at more laboratories might enrich their research capacity to generate forward working hypotheses. This work briefly describes network theory origins and provides basic graph analysis principles in biological systems, specific centrality measurements, and the main models for network structures. Also, we describe a workflow employing user-friendly free platforms to process, construct, and analyze transcriptome data from a network perspective. With this assay, we expect to encourage the implementation of network theory analysis on biological data in everyday laboratory research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1438793X
Volume :
22
Issue :
6
Database :
Complementary Index
Journal :
Functional & Integrative Genomics
Publication Type :
Academic Journal
Accession number :
160426435
Full Text :
https://doi.org/10.1007/s10142-022-00907-y