Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Sema4, Stamford, Connecticut.
Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; Icahn Institute for Data Science and Genomic Technology, New York, New York.
Gastroenterology. 2022 Mar;162(3):828-843.e11. doi: 10.1053/j.gastro.2021.11.015. Epub 2021 Nov 13.
BACKGROUND & AIMS: Polygenic and environmental factors are underlying causes of inflammatory bowel disease (IBD). We hypothesized that integration of the genetic loci controlling a metabolite's abundance, with known IBD genetic susceptibility loci, may help resolve metabolic drivers of IBD.
We measured the levels of 1300 metabolites in the serum of 484 patients with ulcerative colitis (UC) and 464 patients with Crohn's disease (CD) and 365 controls. Differential metabolite abundance was determined for disease status, subtype, clinical and endoscopic disease activity, as well as IBD phenotype including disease behavior, location, and extent. To inform on the genetic basis underlying metabolic diversity, we integrated metabolite and genomic data. Genetic colocalization and Mendelian randomization analyses were performed using known IBD risk loci to explore whether any metabolite was causally associated with IBD.
We found 173 genetically controlled metabolites (metabolite quantitative trait loci, 9 novel) within 63 non-overlapping loci (7 novel). Furthermore, several metabolites significantly associated with IBD disease status and activity as defined using clinical and endoscopic indexes. This constitutes a resource for biomarker discovery and IBD biology insights. Using this resource, we show that a novel metabolite quantitative trait locus for serum butyrate levels containing ACADS was not supported as causal for IBD; replicate the association of serum omega-6 containing lipids with the fatty acid desaturase 1/2 locus and identify these metabolites as causal for CD through Mendelian randomization; and validate a novel association of serum plasmalogen and TMEM229B, which was predicted as causal for CD.
An exploratory analysis combining genetics and unbiased serum metabolome surveys can reveal novel biomarkers of disease activity and potential mediators of pathology in IBD.
多基因和环境因素是炎症性肠病(IBD)的潜在原因。我们假设,整合控制代谢物丰度的遗传位点与已知的 IBD 遗传易感性位点的信息,可能有助于解析 IBD 的代谢驱动因素。
我们检测了 484 例溃疡性结肠炎(UC)患者、464 例克罗恩病(CD)患者和 365 例对照者血清中的 1300 种代谢物水平。通过疾病状态、亚型、临床和内镜疾病活动以及包括疾病行为、部位和范围的 IBD 表型,确定代谢物丰度的差异。为了阐明代谢多样性的遗传基础,我们整合了代谢物和基因组数据。使用已知的 IBD 风险位点进行遗传共定位和孟德尔随机化分析,以探讨是否有任何代谢物与 IBD 存在因果关系。
我们在 63 个非重叠的基因座(7 个新的)中发现了 173 个受遗传控制的代谢物(代谢物数量性状基因座,9 个新的)。此外,一些代谢物与使用临床和内镜指标定义的 IBD 疾病状态和活动显著相关。这构成了生物标志物发现和 IBD 生物学见解的资源。利用这一资源,我们发现血清丁酸盐水平的新型代谢物数量性状基因座(包含 ACADS)不能支持其与 IBD 存在因果关系;验证了血清含ω-6 脂质与脂肪酸去饱和酶 1/2 基因座的关联,并通过孟德尔随机化确定这些代谢物是 CD 的因果关系;验证了血清类脂蛋白和 TMEM229B 的新关联,该关联被预测为 CD 的因果关系。
结合遗传学和非靶向性血清代谢组学调查的探索性分析,可以揭示疾病活动的新型生物标志物和 IBD 潜在病理的潜在介质。