Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, 181 Longwood Ave, Boston, MA 02115, USA.
Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.
Nutrients. 2024 Mar 27;16(7):959. doi: 10.3390/nu16070959.
(1) Aims: Gut microbiota metabolites may play integral roles in human metabolism and disease progression. However, evidence for associations between metabolites and cardiometabolic risk factors is sparse, especially in high-risk Hispanic populations. We aimed to evaluate the cross-sectional and longitudinal relationships between gut microbiota related metabolites and measures of glycemia, dyslipidemia, adiposity, and incident type 2 diabetes in two Hispanic observational cohorts. (2) Methods: We included data from 670 participants of the Boston Puerto Rican Health Study (BPRHS) and 999 participants of the San Juan Overweight Adult Longitudinal Study (SOALS). Questionnaires and clinical examinations were conducted over 3 years of follow-up for SOALS and 6 years of follow-up for BPRHS. Plasma metabolites, including L-carnitine, betaine, choline, and trimethylamine -oxide (TMAO), were measured at baseline in both studies. We used multivariable linear models to evaluate the associations between metabolites and cardiometabolic risk factors and multivariable logistic and Poisson regressions to assess associations with prevalent and incident type 2 diabetes, adjusted for potential confounding factors. Cohort-specific analyses were combined using a fixed-effects meta-analysis. (3) Results: Higher plasma betaine was prospectively associated with lower fasting glucose [-0.97 mg/dL (95% CI: -1.59, -0.34), = 0.002], lower HbA1c [-0.02% (95% CI: -0.04, -0.01), = 0.01], lower HOMA-IR [-0.14 (95% CI: -0.23, -0.05), = 0.003], and lower fasting insulin [-0.27 mcU/mL (95% CI: -0.51, -0.03), = 0.02]. Betaine was also associated with a 22% lower incidence of type 2 diabetes (IRR: 0.78, 95% CI: 0.65, 0.95). L-carnitine was associated with lower fasting glucose [-0.68 mg/dL (95% CI: -1.29, -0.07), = 0.03] and lower HbA1c at follow-up [-0.03% (95% CI: -0.05, -0.01), < 0.001], while TMAO was associated with higher fasting glucose [0.83 mg/dL (95% CI: 0.22, 1.44), = 0.01] and higher triglycerides [3.52 mg/dL (95% CI: 1.83, 5.20), < 0.0001]. Neither choline nor TMAO were associated with incident type 2 diabetes. (4) Conclusions: Higher plasma betaine showed consistent associations with a lower risk of glycemia, insulinemia, and type 2 diabetes. However, TMAO, a metabolite of betaine, was associated with higher glucose and lipid concentrations. These observations demonstrate the importance of gut microbiota metabolites for human cardiometabolic health.
(1)目的:肠道微生物群代谢物可能在人类代谢和疾病进展中发挥重要作用。然而,代谢物与心血管代谢风险因素之间的关联证据很少,尤其是在高危西班牙裔人群中。我们旨在评估在两个西班牙裔观察性队列中,肠道微生物群相关代谢物与血糖、血脂异常、肥胖和 2 型糖尿病发病的横断面和纵向关系。
(2)方法:我们纳入了波士顿波多黎各健康研究(BPRHS)的 670 名参与者和圣胡安超重成人纵向研究(SOALS)的 999 名参与者的数据。SOALS 进行了 3 年的随访,BPRHS 进行了 6 年的随访。在两项研究中,基线时均测量了血浆代谢物,包括左旋肉碱、甜菜碱、胆碱和三甲胺氧化物(TMAO)。我们使用多变量线性模型评估代谢物与心血管代谢风险因素之间的关系,并使用多变量逻辑回归和泊松回归评估与现患和新发 2 型糖尿病的关系,调整了潜在的混杂因素。使用固定效应荟萃分析综合队列特异性分析。
(3)结果:较高的血浆甜菜碱与空腹血糖呈前瞻性负相关[-0.97 mg/dL(95%CI:-1.59,-0.34), = 0.002],糖化血红蛋白[-0.02%(95%CI:-0.04,-0.01), = 0.01],HOMA-IR[-0.14(95%CI:-0.23,-0.05), = 0.003]和空腹胰岛素[-0.27 mU/mL(95%CI:-0.51,-0.03), = 0.02]。甜菜碱还与 2 型糖尿病发病率降低 22%相关(IRR:0.78,95%CI:0.65,0.95)。左旋肉碱与空腹血糖[-0.68 mg/dL(95%CI:-1.29,-0.07), = 0.03]和随访时的糖化血红蛋白[-0.03%(95%CI:-0.05,-0.01), < 0.001]呈负相关,而 TMAO 与空腹血糖升高[0.83 mg/dL(95%CI:0.22,1.44), = 0.01]和甘油三酯升高[3.52 mg/dL(95%CI:1.83,5.20), < 0.0001]相关。胆碱和 TMAO 均与新发 2 型糖尿病无关。
(4)结论:较高的血浆甜菜碱与较低的血糖、胰岛素血症和 2 型糖尿病风险呈一致相关。然而,甜菜碱的代谢物 TMAO 与较高的葡萄糖和脂质浓度相关。这些观察结果表明肠道微生物群代谢物对人类心血管代谢健康的重要性。