Meta-analysis of gene expression disease signatures in colonic biopsy tissue from patients with ulcerative colitis.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
14 09 2021
Historique:
received: 24 03 2021
accepted: 17 08 2021
entrez: 15 9 2021
pubmed: 16 9 2021
medline: 15 12 2021
Statut: epublish

Résumé

Publicly available ulcerative colitis (UC) gene expression datasets from observational studies and clinical trials include inherently heterogeneous disease characteristics and methodology. We used meta-analysis to identify a robust UC gene signature from inflamed biopsies. Eight gene expression datasets derived from biopsy tissue samples from noninflammatory bowel disease (IBD) controls and areas of active inflammation from patients with UC were publicly available. Expression- and meta-data were downloaded with GEOquery. Differentially expressed genes (DEG) in individual datasets were defined as those with fold change > 1.5 and a Benjamini-Hochberg adjusted P value < .05. Meta-analysis of all DEG used a random effects model. Reactome pathway enrichment analysis was conducted. Meta-analysis identified 946 up- and 543 down-regulated genes in patients with UC compared to non-IBD controls (1.2 and 1.7 times fewer up- and down-regulated genes than the median of the individual datasets). Top-ranked up- and down-regulated DEG were LCN2 and AQP8. Multiple immune-related pathways (e.g., 'Chemokine receptors bind chemokine' and 'Interleukin-10 signaling') were significantly up-regulated in UC, while 'Biological oxidations' and 'Fatty acid metabolism' were downregulated. A web-based data-mining tool with the meta-analysis results was made available ( https://premedibd.com/genes.html ). A UC inflamed biopsy disease gene signature was derived. This signature may be an unbiased reference for comparison and improve the efficiency of UC biomarker studies by increasing confidence for identification of disease-related genes and pathways.

Identifiants

pubmed: 34521888
doi: 10.1038/s41598-021-97366-5
pii: 10.1038/s41598-021-97366-5
pmc: PMC8440637
doi:

Substances chimiques

Aquaporins 0
Cytokines 0
LCN2 protein, human 0
Lipocalin-2 0
aquaporin 8 0

Types de publication

Journal Article Meta-Analysis Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

18243

Subventions

Organisme : NIDDK NIH HHS
ID : P30 DK120515
Pays : United States

Informations de copyright

© 2021. The Author(s).

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Auteurs

Bryan Linggi (B)

Alimentiv, Inc, 100 Dundas St, Suite 200, London, ON, N6A 5B6, Canada.

Vipul Jairath (V)

Alimentiv, Inc, 100 Dundas St, Suite 200, London, ON, N6A 5B6, Canada.
Department of Medicine, University of Western Ontario, London, ON, Canada.
Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada.

Guangyong Zou (G)

Alimentiv, Inc, 100 Dundas St, Suite 200, London, ON, N6A 5B6, Canada.
Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada.

Lisa M Shackelton (LM)

Alimentiv, Inc, 100 Dundas St, Suite 200, London, ON, N6A 5B6, Canada.

Dermot P B McGovern (DPB)

F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA, 90048, USA.

Azucena Salas (A)

Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Casanova, 143 08036, Barcelona, Spain.

Bram Verstockt (B)

Department of Gastroenterology and Hepatology, University Hospitals Leuven, KU Leuven, Oude Markt 13, 3000, Leuven, Belgium.
Department of Chronic Diseases, Metabolism and Ageing, Translational Research in Gastrointestinal Disorders (TARGID) - IBD Unit, KU Leuven, Leuven, Belgium.

Mark S Silverberg (MS)

Mount Sinai Hospital Inflammatory Bowel Disease Centre, University of Toronto, 600 University Ave, Toronto, ON, M5G 1X5, Canada.

Shadi Nayeri (S)

Zane Cohen Centre for Digestive Diseases, Lunenfeld-Tanenbaum Research Institute, Sinai Health System, 600 University Ave, Toronto, ON, M5G 1X5, Canada.

Brian G Feagan (BG)

Alimentiv, Inc, 100 Dundas St, Suite 200, London, ON, N6A 5B6, Canada.
Department of Medicine, University of Western Ontario, London, ON, Canada.
Department of Epidemiology and Biostatistics, University of Western Ontario, London, ON, Canada.

Niels Vande Casteele (N)

Alimentiv, Inc, 100 Dundas St, Suite 200, London, ON, N6A 5B6, Canada. nvandecasteele@health.ucsd.edu.
Division of Gastroenterology, Department of Medicine, University of California San Diego, IBD Center, 9500 Gilman Drive #0956, La Jolla, CA, 92093, USA. nvandecasteele@health.ucsd.edu.

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Classifications MeSH