The Effect of Phenotype and Genotype on the Plasma Proteome in Patients with Inflammatory Bowel Disease

Journal Article (2022)
Author(s)

Arno R. Bourgonje (University Medical Center Groningen)

Shixian Hu (University Medical Center Groningen)

Lieke M. Spekhorst (University Medical Center Groningen)

Daria V. Zhernakova (University Medical Center Groningen, ITMO University)

Arnau Vich Vila (University Medical Center Groningen)

Yanni Li (University Medical Center Groningen)

Mohammed Charrout (Leiden University Medical Center, TU Delft - Electrical Engineering, Mathematics and Computer Science)

Ahmed Mahfouz (Leiden University Medical Center, TU Delft - Electrical Engineering, Mathematics and Computer Science)

Marcel J.T. Reinders (TU Delft - Electrical Engineering, Mathematics and Computer Science, Leiden University Medical Center)

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Research Group
Pattern Recognition and Bioinformatics
DOI related publication
https://doi.org/10.1093/ecco-jcc/jjab157 Final published version
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Publication Year
2022
Language
English
Research Group
Pattern Recognition and Bioinformatics
Issue number
3
Volume number
16
Pages (from-to)
414-429
Downloads counter
783
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Institutional Repository
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Abstract

Background and Aims: Protein profiling in patients with inflammatory bowel diseases [IBD] for diagnostic and therapeutic purposes is underexplored. This study analysed the association between phenotype, genotype, and the plasma proteome in IBD. Methods: A total of 92 inflammation-related proteins were quantified in plasma of 1028 patients with IBD (567 Crohn's disease [CD]; 461 ulcerative colitis [UC]) and 148 healthy individuals to assess protein-phenotype associations. Corresponding whole-exome sequencing and global screening array data of 919 patients with IBD were included to analyse the effect of genetics on protein levels (protein quantitative trait loci [pQTL] analysis). Intestinal mucosal RNA sequencing and faecal metagenomic data were used for complementary analyses. Results: Thirty-two proteins were differentially abundant between IBD and healthy individuals, of which 22 proteins were independent of active inflammation; 69 proteins were associated with 15 demographic and clinical factors. Fibroblast growth factor-19 levels were decreased in CD patients with ileal disease or a history of ileocecal resection. Thirteen novel cis-pQTLs were identified and 10 replicated from previous studies. One trans-pQTL of the fucosyltransferase 2 [FUT2] gene [rs602662] and two independent cis-pQTLs of C-C motif chemokine 25 [CCL25] affected plasma CCL25 levels. Intestinal gene expression data revealed an overlapping cis-expression [e]QTL-variant [rs3745387] of the CCL25 gene. The FUT2 rs602662 trans-pQTL was associated with reduced abundances of faecal butyrate-producing bacteria. Conclusions: This study shows that genotype and multiple disease phenotypes strongly associate with the plasma inflammatory proteome in IBD, and identifies disease-associated pathways that may help to improve disease management in the future.