Division of Preventive Medicine, Department of Medicine, Harvard Medical School, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Nutrition Department, Harvard TH Chan School of Public Health, Boston, Massachusetts, USA.
Diabetes Metab Res Rev. 2024 Jan;40(1):e3763. doi: 10.1002/dmrr.3763.
Several metabolites are individually related to incident type 2 diabetes (T2D) risk. We prospectively evaluated a novel T2D-metabolite pattern with a risk of progression to T2D among high-risk women with a history of gestational diabetes mellitus (GDM).
The longitudinal Nurses' Health Study II cohort enroled 116,429 women in 1989 and collected blood samples from 1996 to 1999. We profiled plasma metabolites in 175 incident T2D cases and 175 age-matched controls, all with a history of GDM before the blood draw. We derived a metabolomics score from 21 metabolites previously associated with incident T2D in the published literature by scoring according to the participants' quintile (1-5 points) of each metabolite. We modelled the T2D metabolomics score categorically in quartiles and continuously per 1 standard deviation (SD) with the risk of incident T2D using conditional logistic regression models adjusting for body mass index at the blood draw, and other established T2D risk factors.
The percentage of women progressing to T2D ranged from 10% in the bottom T2D metabolomics score quartile to 78% in the highest score quartile. Adjusting for established T2D risk factors, women in the highest quartile had more than a 20-fold greater diabetes risk than women in the lowest quartile (odds ratios [OR] = 23.1 [95% CI = 8.6, 62.1]; p for trend<0.001). The continuous T2D metabolomics score was strongly and positively associated with incident T2D (adjusted OR = 2.7 per SD [95% CI = 1.9, 3.7], p < 0.0001).
A pattern of plasma metabolites among high-risk women is associated with a markedly elevated risk of progression to T2D later in life.
有几种代谢物与 2 型糖尿病(T2D)的发病风险有关。我们前瞻性地评估了一种新型的 T2D 代谢物模式,该模式在患有妊娠糖尿病(GDM)病史的高危女性中与 T2D 的进展风险相关。
纵向护士健康研究 II 队列于 1989 年招募了 116429 名女性,并于 1996 年至 1999 年期间采集了血液样本。我们对 175 例新发病例的 T2D 患者和 175 例年龄匹配的对照者的血浆代谢物进行了分析,所有患者在采血前均有 GDM 病史。我们根据之前文献中与新发病例 T2D 相关的 21 种代谢物的五分位数(1-5 分)对每种代谢物进行评分,从而得出代谢组学评分。我们使用条件逻辑回归模型,将 T2D 代谢组学评分以四分位数进行分类,并以每标准差(SD)连续方式对新发病例 T2D 的风险进行建模,同时调整采血时的体重指数和其他已确定的 T2D 危险因素。
进展为 T2D 的女性比例从最低 T2D 代谢组学评分四分位数的 10%到最高评分四分位数的 78%不等。在调整了已确定的 T2D 危险因素后,最高四分位数的女性患糖尿病的风险是最低四分位数女性的 20 多倍(比值比[OR] = 23.1 [95% CI = 8.6, 62.1];趋势 p<0.001)。连续的 T2D 代谢组学评分与新发病例 T2D 强烈且呈正相关(调整后的 OR = 2.7/SD [95% CI = 1.9, 3.7],p<0.0001)。
高危女性的血浆代谢物模式与晚年 T2D 进展风险显著升高相关。