Serum proteomic profiling at diagnosis predicts clinical course, and need for intensification of treatment in inflammatory bowel disease.

Crohn’s disease OSM genetics inflammatory bowel diseases [IBD] outcomes prognosis protein quantitative trait loci proteins proximity extension assay ulcerative colitis

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:
04 May 2021
Historique:
pubmed: 18 11 2020
medline: 17 11 2021
entrez: 17 11 2020
Statut: ppublish

Résumé

Success in personalized medicine in complex disease is critically dependent on biomarker discovery. We profiled serum proteins using a novel proximity extension assay [PEA] to identify diagnostic and prognostic biomarkers in inflammatory bowel disease [IBD]. We conducted a prospective case-control study in an inception cohort of 552 patients [328 IBD, 224 non-IBD], profiling proteins recruited across six centres. Treatment escalation was characterized by the need for biological agents or surgery after initial disease remission. Nested leave-one-out cross-validation was used to examine the performance of diagnostic and prognostic proteins. A total of 66 serum proteins differentiated IBD from symptomatic non-IBD controls, including matrix metallopeptidase-12 [MMP-12; Holm-adjusted p = 4.1 × 10-23] and oncostatin-M [OSM; p = 3.7 × 10-16]. Nine of these proteins are associated with cis-germline variation [59 independent single nucleotide polymorphisms]. Fifteen proteins, all members of tumour necrosis factor-independent pathways including interleukin-1 (IL-1) and OSM, predicted escalation, over a median follow-up of 518 [interquartile range 224-756] days. Nested cross-validation of the entire data set allowed characterization of five-protein models [96% comprising five core proteins ITGAV, EpCAM, IL18, SLAMF7 and IL8], which define a high-risk subgroup in IBD [hazard ratio 3.90, confidence interval: 2.43-6.26], or allowed distinct two- and three-protein models for ulcerative colitis and Crohn's disease respectively. We have characterized a simple oligo-protein panel that has the potential to identify IBD from symptomatic controls and to predict future disease course. Further prospective work is required to validate our findings.

Sections du résumé

BACKGROUND BACKGROUND
Success in personalized medicine in complex disease is critically dependent on biomarker discovery. We profiled serum proteins using a novel proximity extension assay [PEA] to identify diagnostic and prognostic biomarkers in inflammatory bowel disease [IBD].
METHODS METHODS
We conducted a prospective case-control study in an inception cohort of 552 patients [328 IBD, 224 non-IBD], profiling proteins recruited across six centres. Treatment escalation was characterized by the need for biological agents or surgery after initial disease remission. Nested leave-one-out cross-validation was used to examine the performance of diagnostic and prognostic proteins.
RESULTS RESULTS
A total of 66 serum proteins differentiated IBD from symptomatic non-IBD controls, including matrix metallopeptidase-12 [MMP-12; Holm-adjusted p = 4.1 × 10-23] and oncostatin-M [OSM; p = 3.7 × 10-16]. Nine of these proteins are associated with cis-germline variation [59 independent single nucleotide polymorphisms]. Fifteen proteins, all members of tumour necrosis factor-independent pathways including interleukin-1 (IL-1) and OSM, predicted escalation, over a median follow-up of 518 [interquartile range 224-756] days. Nested cross-validation of the entire data set allowed characterization of five-protein models [96% comprising five core proteins ITGAV, EpCAM, IL18, SLAMF7 and IL8], which define a high-risk subgroup in IBD [hazard ratio 3.90, confidence interval: 2.43-6.26], or allowed distinct two- and three-protein models for ulcerative colitis and Crohn's disease respectively.
CONCLUSION CONCLUSIONS
We have characterized a simple oligo-protein panel that has the potential to identify IBD from symptomatic controls and to predict future disease course. Further prospective work is required to validate our findings.

Identifiants

pubmed: 33201212
pii: 5985635
doi: 10.1093/ecco-jcc/jjaa230
pmc: PMC8095384
doi:

Substances chimiques

Biomarkers 0
Blood Proteins 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

699-708

Subventions

Organisme : Medical Research Council
ID : G0701898
Pays : United Kingdom

Commentaires et corrections

Type : CommentIn
Type : CommentIn

Informations de copyright

© Crown copyright 2020.

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Auteurs

R Kalla (R)

Institute of Genetics and Molecular Medicine, University of Edinburgh, UK.
MRC Centre for Inflammation Research, Queens Medical Research Institute, University of Edinburgh, UK.

A T Adams (AT)

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

D Bergemalm (D)

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

S Vatn (S)

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

N A Kennedy (NA)

Institute of Genetics and Molecular Medicine, University of Edinburgh, UK.
Exeter IBD and Pharmacogenetics group, University of Exeter, UK.

P Ricanek (P)

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

J Lindstrom (J)

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

A Ocklind (A)

Olink Proteomics, Uppsala, Sweden.

F Hjelm (F)

Olink Proteomics, Uppsala, Sweden.

N T Ventham (NT)

Institute of Genetics and Molecular Medicine, University of Edinburgh, UK.

G T Ho (GT)

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

C Petren (C)

Olink Proteomics, Uppsala, Sweden.

D Repsilber (D)

School of Medical Sciences, Örebro University, Örebro, Sweden.

J Söderholm (J)

Department of Surgery and Clinical and Experimental Medicine, Linköping University, Linköping, Sweden.

M Pierik (M)

Maastricht University Medical Centre (MUMC), Department of Gastroenterology and Hepatology, Maastricht, Netherlands.

M D'Amato (M)

BioCruces Health Research Institute and Ikerbasque, Basque Foundation for Science, Bilbao, Spain.
School of Biological Sciences, Monash University, Victoria, Australia.

F Gomollón (F)

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

C Olbjorn (C)

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

J Jahnsen (J)

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

M H Vatn (MH)

Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway.

J Halfvarson (J)

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

J Satsangi (J)

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

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