# Identifying chemicals associated with irritable bowel syndrome by integrating a transcriptome-wide association study with chemical-gene-interaction analysis

**Authors:** Xinliang Zhao, Yang Yang, Zhigang Liu, Ruifang Sun, Aili Suo, Yanggang Hong, Yanggang Hong, Yanggang Hong

PMC · DOI: 10.1371/journal.pone.0340666 · PLOS One · 2026-02-03

## TL;DR

This study identifies 112 chemicals linked to irritable bowel syndrome by combining genetic and environmental data from over 455,000 people.

## Contribution

The novel integration of transcriptome-wide and chemical-gene analyses reveals new environmental factors in IBS.

## Key findings

- 33 genes were found to be significantly associated with IBS through transcriptome-wide analysis.
- 112 environmental chemicals showed significant correlations with IBS using chemical-gene interaction analysis.
- The study highlights both genetic and environmental influences on IBS through integrated analysis.

## Abstract

Irritable bowel syndrome (IBS) is a prominent functional gastrointestinal disorder, yet the precise causes and mechanisms behind it remain largely unclear. Numerous environmental compounds have been associated with the intestinal health of individuals suffering from IBS. This study sought to explore the impact of environmental chemicals on the condition of IBS.

We analyzed genome-wide association study (GWAS) data comprising 455,321 individuals of white British descent, among which 28,518 individuals with IBS underwent transcriptome-wide association study (TWAS) analysis. Reference gene expression data were sourced from tissues including the small intestine, transverse colon, sigmoid colon, whole blood, and peripheral blood.

Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were conducted utilizing the significant genes identified through TWAS. Additionally, protein-protein interaction network analysis was performed using the STRING database to elucidate the functions of the proteins encoded by these genes. Furthermore, chemical-related gene set enrichment analysis (CGSEA) was employed to explore the associations between environmental chemicals and IBS. In total, TWAS identified 33 significant genes (PFDR < 0.05), while CGSEA revealed 112 chemicals significantly correlated with IBS (PFDR < 0.05, |NES| > 1). Both TWAS (targeting genetic influences) and CGSEA (focusing on environmental influences) were instrumental in pinpointing chemicals associated with IBS.

The results of this study enhance our comprehension of the genetic and environmental determinants associated with functional gastrointestinal disorders.

## Linked entities

- **Diseases:** irritable bowel syndrome (MONDO:0005052)

## Full-text entities

- **Genes:** HLA-DQA1 (major histocompatibility complex, class II, DQ alpha 1) [NCBI Gene 3117] {aka CELIAC1, DQ-A1, DQA1, HLA-DQA, HLA-DQA1*}, CKAP2 (cytoskeleton associated protein 2) [NCBI Gene 26586] {aka LB1, TMAP, se20-10}, BTN3A2 (butyrophilin subfamily 3 member A2) [NCBI Gene 11118] {aka BT3.2, BTF4, BTN3.2, CD277}, PHF2 (PHD finger protein 2) [NCBI Gene 5253] {aka CENP-35, GRC5, JHDM1E, KDM7C}, NCAM1 (neural cell adhesion molecule 1) [NCBI Gene 4684] {aka CD56, MSK39, NCAM}, CTSW (cathepsin W) [NCBI Gene 1521] {aka LYPN}, TPTE2P3 (TPTE2 pseudogene 3) [NCBI Gene 220115] {aka TPTEps1}, CADM2 (cell adhesion molecule 2) [NCBI Gene 253559] {aka IGSF4D, NECL3, Necl-3, SynCAM 2, SynCAM-2, synCAM2}, TRNG (tRNA-Gly) [NCBI Gene 4563] {aka MTTG}, EGR3 (early growth response 3) [NCBI Gene 1960] {aka EGR-3, PILOT}, TMEM80 (transmembrane protein 80) [NCBI Gene 283232], MSH2 (mutS homolog 2) [NCBI Gene 4436] {aka COCA1, FCC1, HNPCC, HNPCC1, LCFS2, LYNCH1}, DOCK9 (dedicator of cytokinesis 9) [NCBI Gene 23348] {aka ZIZ1, ZIZIMIN1}, BAG6 (BAG cochaperone 6) [NCBI Gene 7917] {aka BAG-6, BAT3, D6S52E, G3}, FAM120A (family with sequence similarity 120 member A) [NCBI Gene 23196] {aka C9orf10, HBVPTPAP, OSSA}, HSP90AA1 (heat shock protein 90 alpha family class A member 1) [NCBI Gene 3320] {aka EL52, HEL-S-65p, HSP86, HSP89A, HSP90A, HSP90N}, KDR (kinase insert domain receptor) [NCBI Gene 3791] {aka CD309, FLK1, VEGFR, VEGFR2}, HLA-DQA2 (major histocompatibility complex, class II, DQ alpha 2) [NCBI Gene 3118] {aka DC-alpha, DQA1, DX-ALPHA, HLA-DCA, HLA-DXA, HLADQA2}, ELAVL2 (ELAV like RNA binding protein 2) [NCBI Gene 1993] {aka HEL-N1, HELN1, HUB}, CTD (Coats disease) [NCBI Gene 1283], COX2 (cytochrome c oxidase subunit II) [NCBI Gene 4513] {aka COII, MTCO2}
- **Diseases:** inflammatory drugs (MESH:D000081015), autoimmune (MESH:D001327), psychiatric (MESH:D001523), Ebola virus infection (MESH:D019142), Autoimmune thyroid disease (MESH:D013967), ovarian insufficiency (MESH:D010051), IBD (MESH:D015212), asthma (MESH:D001249), malabsorption (MESH:D008286), intestinal dysfunction (MESH:D007410), depression (MESH:D003866), damage (MESH:D020263), gastrointestinal autoimmune disorders (MESH:D005767), abdominal pain (MESH:D015746), constipation (MESH:D003248), Bowel Syndrome (MESH:D012778), autoimmune tendency (MESH:C536965), hypersensitivity (MESH:D004342), colorectal cancer (MESH:D015179), gastrointestinal distress (MESH:D012128), inflammation (MESH:D007249), diarrhea (MESH:D003967), anxiety (MESH:D001007), IBS (MESH:D043183)
- **Chemicals:** lipid (MESH:D008055), Glutathione (MESH:D005978), chlorpromazine (MESH:D002746), sesame oil (MESH:D012715), Imipramine (MESH:D007099), ibuprofen (MESH:D007052), pentylenetetrazole (MESH:D010433), catechin (MESH:D002392), amide (MESH:D000577), Butanoate (-), sodium (MESH:D012964), dopamine (MESH:D004298), methylphenidate (MESH:D008774), polyphenols (MESH:D059808), geldanamycin (MESH:C001277), Metals (MESH:D008670), branched-chain amino acid (MESH:D000597), aspirin (MESH:D001241), valdecoxib (MESH:C406224), proanthocyanidins (MESH:D044945), flecainide (MESH:D005424), GABA (MESH:D005680), riluzole (MESH:D019782), steroid (MESH:D013256), 5-HT (MESH:D012701), eicosanoid (MESH:D015777), flavonoids (MESH:D005419), sulfur compound (MESH:D013457), metribolone (MESH:D015741), progesterone (MESH:D011374)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** rs783330, rs603089, rs1704401, rs603509, rs331679, rs6597270, rs2799077, rs7567892, rs7847781, rs11751660, rs3826503, rs8067794, rs1999595, rs7502947, rs17304019, rs9544021, rs2047007, rs9704354, rs12439430, rs1149597, rs7340674, rs7947391, rs6749075, rs532098, rs2273888, rs7200842, rs4820600, rs35222285, rs6026567

## Full text

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## Figures

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## References

48 references — full list in the complete paper: https://tomesphere.com/paper/PMC12867268/full.md

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Source: https://tomesphere.com/paper/PMC12867268