Gene Co-Expression Network Analysis Identifies Vitamin D-Associated Gene Modules in Adult Normal Rectal Epithelium Following Supplementation

James P Blackmur, Peter G Vaughan-Shaw, Kevin Donnelly, Bradley T Harris, Victoria Svinti, Anna-Maria Ochocka-Fox, Paz Freile, Marion Walker, Toby Gurran, Stuart Reid, Colin A Semple, Farhat V N Din, Maria Timofeeva, Malcolm G Dunlop, Susan M Farrington

Research output: Contribution to journalArticlepeer-review

Abstract / Description of output

Colorectal cancer (CRC) is a common, multifactorial disease. While observational studies have identified an association between lower vitamin D and higher CRC risk, supplementation trials have been inconclusive and the mechanisms by which vitamin D may modulate CRC risk are not well understood. We sought to perform a weighted gene co-expression network analysis (WGCNA) to identify modules present after vitamin D supplementation (when plasma vitamin D level was sufficient) which were absent before supplementation, and then to identify influential genes in those modules. The transcriptome from normal rectal mucosa biopsies of 49 individuals free from CRC were assessed before and after 12 weeks of 3200IU/day vitamin D (Fultium-D3) supplementation using paired-end total RNAseq. While the effects on expression patterns following vitamin D supplementation were subtle, WGCNA identified highly correlated genes forming gene modules. Four of the 17 modules identified in the post-vitamin D network were not preserved in the pre-vitamin D network, shedding new light on the biochemical impact of supplementation. These modules were enriched for GO terms related to the immune system, hormone metabolism, cell growth and RNA metabolism. Across the four treatment-associated modules, 51 hub genes were identified, with enrichment of 40 different transcription factor motifs in promoter regions of those genes, including VDR:RXR. Six of the hub genes were nominally differentially expressed in studies of vitamin D effects on adult normal mucosa organoids: LCN2, HLA-C, AIF1L, PTPRU, PDE4B and IFI6. By taking a gene-correlation network approach, we have described vitamin D induced changes to gene modules in normal human rectal epithelium in vivo, the target tissue from which CRC develops.

Original languageEnglish
Article number783970
Pages (from-to)783970
JournalFrontiers in Genetics
Publication statusPublished - 4 Jan 2022

Keywords / Materials (for Non-textual outputs)

  • WGCNA (weighted gene co-expression network analysis)
  • colorectal cancer
  • gene correlation network
  • vitamin D
  • vitamin D supplementation


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