Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-sen University, Guangzhou 510275, China.
Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou 310024, China.
Clin Nutr. 2023 Jun;42(6):887-898. doi: 10.1016/j.clnu.2023.03.022. Epub 2023 Apr 13.
BACKGROUND & AIMS: Previous studies have suggested that circulating 25-hydroxyvitamin D (25 [OH]D, VD) and the gut microbiota-bile acid axis play crucial roles in metabolic health. Exploring the mediating role of the gut microbiota-bile acid axis would improve our understanding of the mechanisms underlying the effects of VD on human metabolic health. This study examined the association between plasma 25(OH)D and the prevalence/incidence of metabolic syndrome (MetS) and the mediating role of the gut microbiota-bile acid axis.
This prospective study included 3180 participants with plasma 25(OH)D data at baseline and 2966 participants with a 9-year follow-up. MetS was determined every three years. The gut microbiota was analyzed by 16S rRNA sequencing in 1752 participants, and targeted bile acid metabolites in feces were further determined in 974 participants using UPLC‒MS/MS at the middle of the study. Mediating roles of microbiota and bile acids in the VD-MetS associations were analyzed using mediation/path analyses adjusted for potential confounders.
Among the 2966 participants who were followed-up, 1520, 193, 647, and 606 were MetS-free (normal), recovered, had incident MetS, and had persistent MetS, respectively. The multivariable-adjusted ORs (95% CIs) of MetS prevalence were 0.65 (0.50, 0.84) for baseline MetS and 0.46 (0.33, 0.65) for 9-year persistent MetS in quartile 4 (compared to quartile 1) of plasma 25(OH)D (median: 37.7 vs. 19.6, ng/ml). The corresponding HR (95% CI) of 9-year MetS incidence was 0.71 (0.56, 0.90) (all P-trend < 0.05). Higher VD concentrations were associated with greater α-diversity of the gut microbiota, which was inversely correlated with MetS risk. The groups classified by VD and MetS status had significantly different β-diversity. Ruminiclostridium-6 and Christensenellaceae R-7 group were enriched in the high-VD group and were inversely associated with MetS. However, opposite associations were observed for Lachnoclostridium and Acidaminococcus. The overlapping differential microbial score (ODMS) developed from the four differential genera explained 12.2% of the VD-MetS associations (P = 0.015). Furthermore, the fecal bile acid score created from 11 differential bile acids related to ODMS and MetS mediated 34.2% of the association between ODMS and MetS (P = 0.029). Path analyses showed that the inverse association between plasma 25(OH)D and MetS could be mediated by the gut microbiota-bile acid axis.
The findings suggest that the gut microbiota-bile acid axis partially mediates the beneficial association between plasma 25(OH)D and the risk of persistent MetS and incident MetS in the Chinese population.
先前的研究表明,循环 25-羟维生素 D(25(OH)D,VD)和肠道微生物群-胆汁酸轴在代谢健康中起着至关重要的作用。探索肠道微生物群-胆汁酸轴的中介作用将提高我们对 VD 对人类代谢健康影响机制的理解。本研究旨在检验血浆 25(OH)D 与代谢综合征(MetS)患病率/发病率之间的关联,并探讨肠道微生物群-胆汁酸轴的中介作用。
本前瞻性研究纳入了 3180 名基线时有血浆 25(OH)D 数据的参与者和 2966 名随访 9 年的参与者。每 3 年确定一次 MetS。采用 16S rRNA 测序分析 1752 名参与者的肠道微生物群,并在研究中期采用 UPLC-MS/MS 进一步测定 974 名参与者的粪便靶向胆汁酸代谢物。采用中介/路径分析调整潜在混杂因素,分析 VD-MetS 关联中的微生物群和胆汁酸的中介作用。
在随访的 2966 名参与者中,1520 名、193 名、647 名和 606 名分别为 MetS 正常(无 MetS)、恢复、新发 MetS 和持续性 MetS。血浆 25(OH)D 四分位数 4(与四分位数 1 相比)中基线 MetS 和 9 年持续性 MetS 的多变量调整 OR(95%CI)分别为 0.65(0.50,0.84)和 0.46(0.33,0.65)(所有 P-trend<0.05)。9 年 MetS 发病率的相应 HR(95%CI)为 0.71(0.56,0.90)(均 P-trend<0.05)。较高的 VD 浓度与肠道微生物群的 α-多样性增加相关,而 α-多样性与 MetS 风险呈负相关。根据 VD 和 MetS 状态分类的组具有显著不同的β-多样性。Ruminiclostridium-6 和 Christensenellaceae R-7 组在高 VD 组中丰富,并与 MetS 呈负相关。然而,Lachnoclostridium 和 Acidaminococcus 则观察到相反的关联。从四个差异产生的重叠差异微生物评分(ODMS)解释了 VD-MetS 关联的 12.2%(P=0.015)。此外,与 ODMS 和 MetS 相关的 11 种差异胆汁酸创建的粪便胆汁酸评分介导了 ODMS 和 MetS 之间 34.2%的关联(P=0.029)。路径分析表明,血浆 25(OH)D 与 MetS 之间的负相关可由肠道微生物群-胆汁酸轴介导。
这些发现表明,肠道微生物群-胆汁酸轴部分介导了血浆 25(OH)D 与中国人群持续性 MetS 和新发 MetS 风险之间的有益关联。