Abstract
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: 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: A total of 66 serum proteins differentiated IBD from symptomatic non-IBD controls, including matrix metallopeptidase-12 [MMP-12; Holm-adjusted p=4.1x10(-23)] and oncostatin-M [OSM; p=3.7x10(-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: 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.
Original language | English |
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Pages (from-to) | 699-708 |
Number of pages | 10 |
Journal | Journal of Crohn's & Colitis |
Volume | 15 |
Issue number | 5 |
DOIs | |
Publication status | Published - 1 May 2021 |
Keywords
- BIOMARKERS
- CELLS
- CHILDREN
- Crohn's disease
- FECAL CALPROTECTIN
- GENOME-WIDE ASSOCIATION
- OSM
- PROGNOSIS
- RISK
- genetics
- inflammatory bowel diseases [IBD]
- outcomes
- prognosis
- protein quantitative trait loci
- proteins
- proximity extension assay
- ulcerative colitis
- THERAPY