Network Analysis of Gene Expression

Methods Mol Biol. 2018:1783:325-341. doi: 10.1007/978-1-4939-7834-2_16.

Abstract

Studies have pointed out that the expression of genes are highly regulated, which result in a cascade of distinct patterns of coexpression forming a network. Identifying and understanding such patterns is crucial in deciphering molecular mechanisms that underlie the pathophysiology of diseases. With the advance of high throughput assay of messenger RNA (mRNA) and high performance computing, reconstructing such network from molecular data such as gene expression is now possible. This chapter discusses an overview of methods of constructing such networks, practical considerations, and an example.

Keywords: Coexpression; Genes; Messenger RNA.

MeSH terms

  • Computational Biology / methods*
  • Gene Expression Profiling / methods*
  • Gene Regulatory Networks*
  • High-Throughput Nucleotide Sequencing / methods*
  • Humans
  • Molecular Sequence Annotation / methods*
  • Sequence Analysis, RNA / methods*
  • Transcriptome*