Department of Microbiota Medicine, Medical Center for Digestive Diseases, The Second Affiliated Hospital of Nanjing Medical University, Nanjing 210011, China.
Key Lab of Holistic Integrative Enterology, Nanjing Medical University, Nanjing 210011, China.
Nutrients. 2023 Jul 27;15(15):3340. doi: 10.3390/nu15153340.
(1) Background: Fecal microbiota transplantation (FMT) is an effective treatment for ulcerative colitis (UC). Metabolomic techniques would assist physicians in clinical decision-making. (2) Methods: Patients with active UC undergoing FMT were enrolled in the study and monitored for 3 months. We explored short-term changes in the serum metabolic signatures of groups and the association between baseline serum metabolomic profiles and patient outcomes. (3) Results: Forty-four eligible patients were included in the analysis. Of them, 50.0% and 29.5% achieved clinical response and clinical remission, respectively, 3 months post-FMT. The top two significantly altered pathways in the response group were vitamin B6 metabolism and aminoacyl-tRNA biosynthesis. Both the remission and response groups exhibited an altered and enriched pathway for the biosynthesis of primary bile acid. We found a clear separation between the remission and non-remission groups at baseline, characterized by the higher levels of glycerophosphocholines, glycerophospholipids, and glycerophosphoethanolamines in the remission group. A random forest (RF) classifier was constructed with 20 metabolic markers selected by the Boruta method to predict clinical remission 3 months post-FMT, with an area under the curve of 0.963. (4) Conclusions: FMT effectively induced a response in patients with active UC, with metabolites partially improving post-FMT in the responsive group. A promising role of serum metabolites in the non-invasive prediction of FMT efficacy for UC demonstrated the value of metabolome-informed FMT in managing UC.
(1) 背景:粪便微生物群移植(FMT)是溃疡性结肠炎(UC)的有效治疗方法。代谢组学技术将有助于医生做出临床决策。(2) 方法:本研究纳入了正在接受 FMT 的活动期 UC 患者,并对其进行了 3 个月的监测。我们探索了组间血清代谢特征的短期变化,以及基线血清代谢组学特征与患者结局之间的关系。(3) 结果:共有 44 名符合条件的患者纳入分析。其中,50.0%和 29.5%的患者在 FMT 后 3 个月分别达到临床应答和临床缓解。应答组中变化最显著的前两个途径是维生素 B6 代谢和氨基酸酰基-tRNA 生物合成。缓解组和应答组均表现出初级胆汁酸生物合成途径的改变和富集。我们在基线时发现缓解组和非缓解组之间有明显的分离,其特征是缓解组中的甘油磷酸胆碱、甘油磷脂和甘油磷酸乙醇胺水平较高。Boruta 方法选择的 20 个代谢标志物构建的随机森林(RF)分类器,用于预测 FMT 后 3 个月的临床缓解,曲线下面积为 0.963。(4) 结论:FMT 能有效诱导活动期 UC 患者产生应答,在有应答的患者中,代谢物在 FMT 后部分改善。血清代谢物在 UC 患者中对 FMT 疗效进行非侵入性预测的作用具有很大的前景,证明了基于代谢组学的 FMT 在 UC 管理中的价值。