Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Human Phenome Institute, Fudan University, Shanghai, China.
Gut Microbes. 2024 Jan-Dec;16(1):2426610. doi: 10.1080/19490976.2024.2426610. Epub 2024 Nov 13.
Bile acids (BAs) undergo extensive microbial metabolism in the gut and exert hormone-like functions on physiological processes underlying metabolic risk. However, the extent to which gut BA profiles predict cardiometabolic risk and explain individual responses to dietary interventions in humans is still unclear. In the DIRECT-PLUS Trial, we conducted a multi-omics analysis of 284 participants randomized into three groups: healthy dietary guidelines and two Mediterranean diet (MedDiet) groups. We longitudinally measured 44 fecal BAs using liquid chromatography-mass spectrometry, the gut microbiome through shotgun metagenomic sequencing, and body adiposity and serum lipids at baseline, 6, and 18 months. Fecal levels of 14 BAs, such as lithocholic acid and ursodeoxycholic acid, were prospectively associated with body mass index (BMI) and serum lipid profiles (false discovery rate []<0.05). Baseline fecal BA levels significantly modified the beneficial effects of the MedDiet; for example, BMI reduction induced by MedDiet interventions was more pronounced in individuals with lower 12-dehydrocholic acid levels (-interaction <0.001). We confirmed that the gut microbiome is a major modifier of the secondary BA pool in humans. Furthermore, the association of fecal BAs with body adiposity and serum lipids varied significantly in individuals with different abundances of gut microbes carrying BA metabolism enzymes, e.g. several spp. In summary, our study identifies novel predictive biomarkers for cardiometabolic risk and offers new mechanistic insights to guide personalized dietary interventions.
胆汁酸(BAs)在肠道中经历广泛的微生物代谢,并对代谢风险相关的生理过程发挥激素样功能。然而,肠道 BA 谱在多大程度上可以预测心血管代谢风险,并解释人类对饮食干预的个体反应,目前仍不清楚。在 DIRECT-PLUS 试验中,我们对 284 名随机分为三组的参与者进行了多组学分析:健康饮食指南和两种地中海饮食(MedDiet)组。我们使用液相色谱-质谱法纵向测量了 44 种粪便 BA,通过 shotgun 宏基因组测序测量了肠道微生物组,以及在基线、6 个月和 18 个月时测量了身体肥胖和血清脂质。14 种粪便 BA 的水平,如石胆酸和熊去氧胆酸,与体重指数(BMI)和血清脂质谱呈前瞻性相关(错误发现率 []<0.05)。基线粪便 BA 水平显著改变了 MedDiet 的有益效果;例如,MedDiet 干预引起的 BMI 降低在 12-去氢胆酸水平较低的个体中更为明显(-交互作用 <0.001)。我们证实,肠道微生物组是人类次级 BA 池的主要调节剂。此外,粪便 BA 与身体肥胖和血清脂质的关联在携带 BA 代谢酶的肠道微生物丰度不同的个体中差异显著,例如,几种 spp. 总之,我们的研究确定了心血管代谢风险的新型预测生物标志物,并提供了新的机制见解,以指导个性化饮食干预。