Bourgonje Arno R, Ibing Susanne, Livanos Alexandra E, Ganjian Danielle Y, Argmann Carmen, Sands Bruce E, Dubinsky Marla C, Helmus Drew S, Jacobsen Henrik A, Larsen Lone, Jess Tine, Suarez-Fariñas Mayte, Renard Bernhard Y, Colombel Jean-Frédéric, Ungaro Ryan C
The Dr. Henry D. Janowitz Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, United States.
Hasso Plattner Institute, Digital Engineering Faculty, University of Potsdam, 14482 Potsdam, Germany.
J Crohns Colitis. 2025 Jun 4;19(6). doi: 10.1093/ecco-jcc/jjaf082.
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.
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.
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.
Specific metabolites and pathways are associated with disease progression in IBD, highlighting potential prognostic biomarkers and relevant pathways.
炎症性肠病(IBD)患者循环代谢物水平呈现与疾病活动和表型相关的明显变化,但与疾病进展的关联尚未得到探索。我们的目的是研究IBD患者循环代谢物和代谢途径与疾病进展风险之间的关系。
我们利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获取。对基线血清进行非靶向代谢组学分析。疾病进展定义为新的全身用类固醇或生物制剂处方、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。
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%的患者经历了疾病进展。在CD中,151种代谢物与疾病进展相关(错误发现率[FDR]<0.1):81种(53.6%)与较高风险相关(富含氨基酸、嘌呤/嘧啶代谢和胆汁酸),70种(46.4%)与较低风险相关(富含脂肪酸氧化、类固醇生物合成、色氨酸和抗氧化剂)。在UC中,84种代谢物与疾病进展相关(FDR<0.1):29种(34.5%)风险增加(富含鞘脂、硫化氢和酪氨酸代谢),55种(65.5%)风险降低(富含类固醇生物合成、组氨酸和苯丙氨酸代谢)。纳入代谢组学数据和临床参数组合的生存模型优于仅基于临床变量的模型,这些临床变量包括年龄、性别、疾病部位、疾病行为、疾病范围、当前和既往生物制剂使用情况、内镜疾病活动度、手术史和肛周疾病。
特定的代谢物和途径与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。