Construction of a gut microbiota-gene-pathway network to reveal the molecular mechanisms underlying right- and left-sided colorectal cancer

FEMS Microbiol Lett. 2021 Dec 21;368(21-24):fnab145. doi: 10.1093/femsle/fnab145.

Abstract

Aiming to reveal the molecular mechanisms involved in right- and left-sided colorectal cancer (CRC) development, CRC gene expression data and a microorganism atlas were downloaded from The Cancer Genome Atlas and The Cancer Microbiome Atlas, respectively. The R package was used to screen differentially expressed genes (DEGs) between right- and left-sided CRC samples and identify those related to prognosis, a correlation analysis was performed between DEGs and prognosis-related microbiota, and an interaction network was created using Cytoscape. Finally, a taxon set enrichment analysis of the microbiota was performed and a gene-genus-pathway network was constructed after GO and KEGG analyses. In total, nine out of 1557 identified DEGs had a significant correlation with prognosis, whereas three out of 211 bacterial genera (Fusobacterium, Bacteroides and Parabacteroides) showed a significant correlation with prognosis. DEGs were mainly enriched in the PPAR pathway and vitamin metabolic and transport processes. According to a taxon set enrichment analysis, the microbes in the integrated network were significantly abundant in 28 host-intrinsic, two host-extrinsic and one environment taxon sets. This study provides new insights for understanding the molecular mechanisms of left- and right-CRC.

Keywords: KEGG pathway; interaction network; left-sided colorectal cancer; microbiota; prognosis; right-sided colorectal cancer.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bacteria
  • Colorectal Neoplasms* / genetics
  • Colorectal Neoplasms* / microbiology
  • Computational Biology
  • Gastrointestinal Microbiome* / genetics
  • Gene Expression Profiling
  • Humans
  • Protein Interaction Maps*