Characterisation of the Circulating Transcriptomic Landscape in Inflammatory Bowel Disease Provides Evidence for Dysregulation of Multiple Transcription Factors Including NFE2, SPI1, CEBPB, and IRF2.


Journal

Journal of Crohn's & colitis
ISSN: 1876-4479
Titre abrégé: J Crohns Colitis
Pays: England
ID NLM: 101318676

Informations de publication

Date de publication:
30 Aug 2022
Historique:
received: 11 10 2021
revised: 11 01 2022
accepted: 23 02 2022
pubmed: 26 2 2022
medline: 2 9 2022
entrez: 25 2 2022
Statut: ppublish

Résumé

To assess the pathobiological and translational importance of whole-blood transcriptomic analysis in inflammatory bowel disease [IBD]. We analysed whole-blood expression profiles from paired-end sequencing in a discovery cohort of 590 Europeans recruited across six countries in the IBD Character initiative (newly diagnosed patients with Crohn's disease [CD; n = 156], ulcerative colitis [UC; n = 167], and controls [n = 267]), exploring differential expression [DESeq2], co-expression networks [WGCNA], and transcription factor involvement [EPEE, ChEA, DoRothEA]. Findings were validated by analysis of an independent replication cohort [99 CD, 100 UC, 95 controls]. In the discovery cohort, we also defined baseline expression correlates of future treatment escalation using cross-validated elastic-net and random forest modelling, along with a pragmatic ratio detection procedure. Disease-specific transcriptomes were defined in IBD [8697 transcripts], CD [7152], and UC [8521], with the most highly significant changes in single genes, including CD177 (log2-fold change [LFC] = 4.63, p = 4.05 × 10-118), MCEMP1 [LFC = 2.45, p = 7.37 × 10-109], and S100A12 [LFC = 2.31, p = 2.15 × 10-93]. Significantly over-represented pathways included IL-1 [p = 1.58 × 10-11], IL-4, and IL-13 [p = 8.96 × 10-9]. Highly concordant results were obtained using multiple regulatory activity inference tools applied to the discovery and replication cohorts. These analyses demonstrated central roles in IBD for the transcription factors NFE2, SPI1 [PU.1], CEBPB, and IRF2, all regulators of cytokine signalling, based on a consistent signal across cohorts and transcription factor ranking methods. A number of simple transcriptome-based models were associated with the need for treatment escalation, including the binary CLEC5A/CDH2 expression ratio in UC (hazard ratio = 23.4, 95% confidence interval [CI] 5.3-102.0). Transcriptomic analysis has allowed for a detailed characterisation of IBD pathobiology, with important potential translational implications.

Identifiants

pubmed: 35212366
pii: 6536718
doi: 10.1093/ecco-jcc/jjac033
pmc: PMC9426667
doi:

Substances chimiques

CCAAT-Enhancer-Binding Protein-beta 0
CEBPB protein, human 0
CLEC5A protein, human 0
IRF2 protein, human 0
Interferon Regulatory Factor-2 0
Lectins, C-Type 0
Receptors, Cell Surface 0
Transcription Factors 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1255-1268

Subventions

Organisme : Medical Research Council
ID : G0701898
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/S034919/1
Pays : United Kingdom
Organisme : Polish National Science Centre
ID : 2017/25/B/NZ5/02783
Organisme : European Union's Seventh Framework Programme
ID : 2858546

Investigateurs

Erik Andersson (E)
Ian D Arnott (ID)
Monica Bayes (M)
Ferdinando Bonfiglio (F)
Ray K Boyapati (RK)
Adam Carstens (A)
Christina Casén (C)
Ewa Ciemniejewska (E)
Mauro D'Amato (M)
Fredrik A Dahl (F)
Trond Espen Detlie (TE)
Hazel E Drummond (HE)
Gunn S Ekeland (GS)
Daniel Ekman (D)
Anna B Frengen (AB)
Mats Gullberg (M)
Ivo G Gut (IG)
Marta Gut (M)
Simon C Heath (SC)
Fredrik Hjelm (F)
Henrik Hjortswang (H)
Gwo-Tzer Ho (GT)
Daisy Jonkers (D)
Nicholas A Kennedy (NA)
Charles W Lees (CW)
Torbjørn Lindahl (T)
Mårten Lindqvist (M)
Angelika Merkel (A)
Eddie Modig (E)
Aina E F Moen (AEF)
Hilde Nilsen (H)
Elaine R Nimmo (ER)
Colin L Noble (CL)
Niklas Nordberg (N)
Kate R O'Leary (KR)
Anette Ocklind (A)
Christine Olbjørn (C)
Erik Pettersson (E)
Marieke Pierik (M)
Dominique Poncelet (D)
Dirk Repsilber (D)
Céline Sabatel (C)
Renaud Schoemans (R)
Alan G Shand (AG)
Johan D Söderholm (JD)
Janne Sølvernes (J)
Mikael Sundell (M)
Tone M Tannæs (TM)
Leif Törkvist (L)
Anne-Clémence Veillard (AC)
Nicholas T Ventham (NT)
David C Wilson (DC)
Panpan You (P)

Informations de copyright

© The Author(s) 2022. Published by Oxford University Press on behalf of European Crohn’s and Colitis Organisation.

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Auteurs

Jan K Nowak (JK)

Translational Gastroenterology Unit, Nuffield Department of Medicine, Experimental Medicine Division, University of Oxford, John Radcliffe Hospital, Oxford, UK.
Department of Pediatric Gastroenterology and Metabolic Diseases, Poznan University of Medical Sciences, Poznan, Poland.

Alex T Adams (AT)

Translational Gastroenterology Unit, Nuffield Department of Medicine, Experimental Medicine Division, University of Oxford, John Radcliffe Hospital, Oxford, UK.

Rahul Kalla (R)

MRC Centre for Inflammation Research, Queens Medical Research Institute, University of Edinburgh, Edinburgh, UK.

Jonas C Lindstrøm (JC)

Health Services Research Unit, Akershus University Hospital, Lørenskog, Norway.
Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Simen Vatn (S)

Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Department of Gastroenterology, Akershus University Hospital, Lørenskog, Norway.

Daniel Bergemalm (D)

Department of Gastroenterology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.

Åsa V Keita (ÅV)

Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.

Fernando Gomollón (F)

HCU 'Lozano Blesa', IIS Aragón, Zaragoza, Spain.

Jørgen Jahnsen (J)

Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Department of Gastroenterology, Akershus University Hospital, Lørenskog, Norway.

Morten H Vatn (MH)

Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
EpiGen Institute, Akershus University Hospital, University of Oslo, Oslo, Norway.

Petr Ricanek (P)

Department of Gastroenterology, Akershus University Hospital, Lørenskog, Norway.

Jerzy Ostrowski (J)

Department of Genetics, Maria Skłodowska-Curie National Research Institute of Oncology, Warsaw, Poland.
Department of Gastroenterology, Hepatology and Clinical Oncology, Centre for Postgraduate Medical Education, Warsaw, Poland.

Jaroslaw Walkowiak (J)

Department of Pediatric Gastroenterology and Metabolic Diseases, Poznan University of Medical Sciences, Poznan, Poland.

Jonas Halfvarson (J)

Department of Gastroenterology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden.

Jack Satsangi (J)

Translational Gastroenterology Unit, Nuffield Department of Medicine, Experimental Medicine Division, University of Oxford, John Radcliffe Hospital, Oxford, UK.
Institute of Genetics and Molecular Medicine, University of Edinburgh, Edinburgh, UK.

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Classifications MeSH