Division of General Medicine, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Avenue, CO-1309, #204, Boston, MA, 02215, USA.
Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA.
Metabolomics. 2024 May 9;20(3):52. doi: 10.1007/s11306-024-02110-5.
Metabolite signatures for blood pressure (BP) may reveal biomarkers, elucidate pathogenesis, and provide prevention targets for high BP. Knowledge regarding metabolites associated with BP in adolescence remains limited.
Investigate the associations between metabolites and adolescent BP, both cross-sectionally (in early and late adolescence) and prospectively (from early to late adolescence).
Participants are from the Project Viva prospective cohort. During the early (median: 12.8 years; N = 556) and late (median: 17.4 years; N = 501) adolescence visits, we conducted untargeted plasma metabolomic profiling and measured systolic (SBP) and diastolic BP (DBP). We used linear regression to identify metabolites cross-sectionally associated with BP at each time point, and to assess prospective associations of changes in metabolite levels from early to late adolescence with late adolescence BP. We used Weighted Gene Correlation Network Analysis and Spearman's partial correlation to identify metabolite clusters associated with BP at each time point.
In the linear models, higher androgenic steroid levels were consistently associated with higher SBP and DBP in early and late adolescence. A cluster of 59 metabolites, mainly composed of androgenic steroids, correlated with higher SBP and DBP in early adolescence. A cluster primarily composed of fatty acid lipids was marginally associated with higher SBP in females in late adolescence. Multiple metabolites, including those in the creatine and purine metabolism sub-pathways, were associated with higher SBP and DBP both cross-sectionally and prospectively.
Our results shed light on the potential metabolic processes and pathophysiology underlying high BP in adolescents.
血压(BP)的代谢特征可能揭示生物标志物,阐明发病机制,并为高血压的预防提供靶点。关于青少年与血压相关的代谢物的知识仍然有限。
研究代谢物与青少年 BP 的横断面(青少年早期和晚期)和前瞻性(从青少年早期到晚期)关联。
参与者来自 Viva 项目前瞻性队列。在早期(中位数:12.8 岁;N=556)和晚期(中位数:17.4 岁;N=501)青春期访视期间,我们进行了非靶向血浆代谢组学分析,并测量了收缩压(SBP)和舒张压(DBP)。我们使用线性回归来识别每个时间点与 BP 相关的代谢物,并评估从青少年早期到晚期代谢物水平变化与晚期青少年 BP 的前瞻性关联。我们使用加权基因相关网络分析和 Spearman 偏相关来识别每个时间点与 BP 相关的代谢物簇。
在线性模型中,雄激素类固醇水平较高与青少年早期和晚期的 SBP 和 DBP 升高呈一致相关。一个由 59 种代谢物组成的簇,主要由雄激素类固醇组成,与青少年早期的 SBP 和 DBP 升高相关。一个主要由脂肪酸脂质组成的簇与青春期晚期女性的 SBP 升高呈边缘相关。多种代谢物,包括肌酸和嘌呤代谢亚途径中的代谢物,与 SBP 和 DBP 的横断面和前瞻性均相关。
我们的研究结果揭示了青少年高血压潜在的代谢过程和病理生理学机制。