Distinct perturbances in metabolic pathways associate with disease progression in inflammatory bowel disease.

IF 8.7
Arno R Bourgonje, Susanne Ibing, Alexandra E Livanos, Danielle Y Ganjian, Carmen Argmann, Bruce E Sands, Marla C Dubinsky, Drew S Helmus, Henrik A Jacobsen, Lone Larsen, Tine Jess, Mayte Suarez-Fariñas, Bernhard Y Renard, Jean-Frédéric Colombel, Ryan C Ungaro
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Abstract

Background and aims: Patients with inflammatory bowel disease (IBD) exhibit distinct shifts in circulating metabolite levels linked to disease activity and phenotype, but associations with disease progression remain unexplored. Our aim was to investigate relationships between circulating metabolites and metabolic pathways with disease progression risk in patients with IBD.

Methods: We performed an observational cohort study using the Mount Sinai Crohn's and Colitis Registry. Follow-up data were retrieved from longitudinal electronic health records. Untargeted metabolomic analysis was performed on baseline serum. Disease progression was defined as new systemic steroid or biological prescriptions, IBD-related hospitalization, or surgery. We used multivariable Cox proportional hazards (CoxPH) regression, L1-regularized CoxPH, and Random Survival Forest models to analyze metabolite associations with disease progression risk.

Results: We studied 1292 metabolites in 277 patients with ulcerative colitis (UC) and 375 patients with Crohn's disease (CD). Over a median follow-up of 2 years, 57.5% experienced disease progression. In CD, 151 metabolites correlated with disease progression (false discovery rate [FDR] < 0.1): 81 (53.6%) associated with higher risk (enriched in amino acids, purine/pyrimidine metabolism, and bile acids) and 70 (46.4%) with lower risk (enriched in fatty acid oxidation, steroid biosynthesis, tryptophan, and antioxidants). In UC, 84 metabolites associated with disease progression (FDR < 0.1): 29 (34.5%) with increased risk (enriched in sphingolipids, hydrogen sulfide, and tyrosine metabolism) and 55 (65.5%) with decreased risk (enriched in steroid biosynthesis, histidine, and phenylalanine metabolism). Survival models incorporating a combination of metabolomic data and clinical parameters outperformed those based solely on clinical variables, including age, sex, disease location, disease behavior, disease extent, current and prior use of biologics, endoscopic disease activity, surgical history, and perianal disease.

Conclusions: Specific metabolites and pathways are associated with disease progression in IBD, highlighting potential prognostic biomarkers and relevant pathways.

在炎症性肠病中,代谢途径的明显紊乱与疾病进展有关。
背景和目的:炎症性肠病(IBD)患者表现出与疾病活动性和表型相关的循环代谢物水平的明显变化,但与疾病进展的关联仍未被探索。我们的目的是研究循环代谢物和代谢途径与IBD患者疾病进展风险之间的关系。方法:我们使用西奈山克罗恩病和结肠炎登记处进行了一项观察性队列研究。随访数据从纵向电子健康记录中检索。对基线血清进行非靶向代谢组学分析。疾病进展被定义为新的全身性类固醇或生物处方、ibd相关住院或手术。我们使用多变量Cox比例风险(CoxPH)回归、l1正则化CoxPH和随机生存森林模型来分析代谢物与疾病进展风险的关联。结果:我们研究了277例溃疡性结肠炎(UC)患者和375例克罗恩病(CD)患者的1292种代谢物。在中位随访2年期间,57.5%的患者出现疾病进展。结论:特定代谢物和途径与IBD的疾病进展相关,突出了潜在的预后生物标志物和相关途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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