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

被引:52
作者
Kalla, R. [1 ,2 ]
Adams, A. T. [1 ,3 ]
Bergemalm, D. [4 ]
Vatn, S. [5 ]
Kennedy, N. A. [1 ,6 ]
Ricanek, P. [1 ,16 ]
Lindstrom, J. [7 ,16 ]
Ocklind, A. [8 ]
Hjelm, F. [8 ]
Ventham, N. T. [1 ]
Ho, G. T. [2 ]
Petren, C. [8 ]
Repsilber, D. [9 ]
Soderholm, J. [10 ]
Pierik, M. [11 ]
D'Amato, M. [12 ,13 ,14 ]
Gomollon, F. [15 ]
Olbjorn, C. [5 ,16 ]
Jahnsen, J. [5 ,16 ]
Vatn, M. H. [16 ]
Halfvarson, J. [4 ]
Satsangi, J. [1 ,3 ]
机构
[1] Univ Edinburgh, Inst Genet & Mol Med, Edinburgh, Midlothian, Scotland
[2] Univ Edinburgh, MRC Ctr Inflammat Res, Queens Med Res Inst, Edinburgh, Midlothian, Scotland
[3] Univ Oxford, John Radcliffe Hosp, Nuffield Dept Med, Expt Med Div,Translat Gastroenterol Unit, Oxford, England
[4] Orebro Univ, Fac Med & Hlth, Dept Gastroenterol, Orebro, Sweden
[5] Akershus Univ Hosp, Dept Gastroenterol, Lorenskog, Norway
[6] Univ Exeter, Exeter IBD & Pharmacogenet Grp, Exeter, Devon, England
[7] Akershus Univ Hosp, Hlth Serv Res Unit, Lorenskog, Norway
[8] Olink Prote, Uppsala, Sweden
[9] Orebro Univ, Sch Med Sci, Orebro, Sweden
[10] Linkoping Univ, Dept Surg & Clin & Expt Med, Linkoping, Sweden
[11] Maastricht Univ Med Ctr MUMC, Dept Gastroenterol & Hepatol, Maastricht, Netherlands
[12] Basque Fdn Sci, BioCruces Hlth Res Inst, Bilbao, Spain
[13] Basque Fdn Sci, Ikerbasque, Bilbao, Spain
[14] Monash Univ, Sch Biol Sci, Clayton, Vic, Australia
[15] IIS Aragon, HCU Lozano Blesa, Zaragoza, Spain
[16] Univ Oslo, Inst Clin Med, Campus Ahus, Oslo, Norway
基金
英国惠康基金; 英国医学研究理事会;
关键词
Crohn's disease; proteins; genetics; inflammatory bowel diseases [IBD; ulcerative colitis; OSM; prognosis; outcomes; protein quantitative trait loci; proximity extension assay; GENOME-WIDE ASSOCIATION; FECAL CALPROTECTIN; CELLS; BIOMARKERS; PROGNOSIS; CHILDREN; RISK;
D O I
10.1093/ecco-jcc/jjaa230
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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.
引用
收藏
页码:699 / 708
页数:10
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