European Journal of Epidemiology ( IF 7.7 ) Pub Date : 2024-05-04 , DOI: 10.1007/s10654-024-01111-x Emma E McGee 1, 2, 3 , Oana A Zeleznik 1 , Raji Balasubramanian 4 , Jie Hu 4 , Bernard A Rosner 1, 5 , Jean Wactawski-Wende 6 , Clary B Clish 3 , Julian Avila-Pacheco 3 , Walter C Willett 1, 2, 7 , Kathryn M Rexrode 4 , Rulla M Tamimi 8 , A Heather Eliassen 1, 2, 7
There is growing interest in incorporating metabolomics into public health practice. However, Black women are under-represented in many metabolomics studies. If metabolomic profiles differ between Black and White women, this under-representation may exacerbate existing Black-White health disparities. We therefore aimed to estimate metabolomic differences between Black and White women in the U.S. We leveraged data from two prospective cohorts: the Nurses’ Health Study (NHS; n = 2077) and Women’s Health Initiative (WHI; n = 2128). The WHI served as the replication cohort. Plasma metabolites (n = 334) were measured via liquid chromatography-tandem mass spectrometry. Observed metabolomic differences were estimated using linear regression and metabolite set enrichment analyses. Residual metabolomic differences in a hypothetical population in which the distributions of 14 risk factors were equalized across racial groups were estimated using inverse odds ratio weighting. In the NHS, Black-White differences were observed for most metabolites (75 metabolites with observed differences \(\ge \)|0.50| standard deviations). Black women had lower average levels than White women for most metabolites (e.g., for N6, N6-dimethlylysine, mean Black-White difference = − 0.98 standard deviations; 95% CI: − 1.11, − 0.84). In metabolite set enrichment analyses, Black women had lower levels of triglycerides, phosphatidylcholines, lysophosphatidylethanolamines, phosphatidylethanolamines, and organoheterocyclic compounds, but higher levels of phosphatidylethanolamine plasmalogens, phosphatidylcholine plasmalogens, cholesteryl esters, and carnitines. In a hypothetical population in which distributions of 14 risk factors were equalized, Black-White metabolomic differences persisted. Most results replicated in the WHI (88% of 272 metabolites available for replication). Substantial differences in metabolomic profiles exist between Black and White women. Future studies should prioritize racial representation.
中文翻译:
美国黑人和白人女性代谢组学特征的差异:来自两个前瞻性队列的分析
人们越来越有兴趣将代谢组学纳入公共卫生实践。然而,在许多代谢组学研究中,黑人女性的代表性不足。如果黑人和白人女性之间的代谢组学特征不同,这种代表性不足可能会加剧现有的黑人与白人健康差异。因此,我们旨在估计美国黑人和白人女性之间的代谢组学差异。我们利用了来自两个前瞻性队列的数据:护士健康研究 (NHS;n = 2077) 和女性健康倡议 (WHI;n = 2128)。WHI 用作复制队列。通过液相色谱-串联质谱法测量血浆代谢物 (n = 334)。使用线性回归和代谢物集富集分析估计观察到的代谢组学差异。使用逆比值比加权估计假设人群中 14 个风险因素的分布在种族群体中的残余代谢组学差异。在 NHS 中,观察到大多数代谢物的黑白差异(75 种代谢物观察到差异 \(\ge \)|0.50| 标准差)。对于大多数代谢物,黑人女性的平均水平低于白人女性(例如,对于 N6、N6-二甲赖氨酸,平均黑白差异 = − 0.98 个标准差;95% CI:− 1.11,− 0.84)。在代谢物集富集分析中,黑人女性的甘油三酯、磷脂酰胆碱、溶血磷脂酰乙醇胺、磷脂酰乙醇胺和有机杂环化合物的水平较低,但磷脂酰乙醇胺缩醛磷脂、磷脂酰胆碱缩醛磷脂、胆固醇酯和肉碱的水平较高。在 14 个风险因素分布相等的假设人群中,黑人和白人代谢组学差异持续存在。 大多数结果在 WHI 中重复(272 种代谢物中的 88% 可用于重复)。黑人和白人女性在代谢组学特征上存在很大差异。未来的研究应该优先考虑种族代表性。