Metabolomic signatures for blood pressure from early to late adolescence: findings from a U.S. cohort.

IF 3.5 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Metabolomics Pub Date : 2024-05-09 DOI:10.1007/s11306-024-02110-5
Mingyu Zhang, Wei Perng, Sheryl L Rifas-Shiman, Izzuddin M Aris, Emily Oken, Marie-France Hivert
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Abstract

Introduction: 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.

Objectives: Investigate the associations between metabolites and adolescent BP, both cross-sectionally (in early and late adolescence) and prospectively (from early to late adolescence).

Methods: 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.

Results: 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.

Conclusion: Our results shed light on the potential metabolic processes and pathophysiology underlying high BP in adolescents.

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从青春期早期到晚期的血压代谢特征:美国队列的研究结果。
导言:血压(BP)的代谢物特征可揭示生物标志物、阐明发病机制并提供高血压的预防目标。有关青少年血压代谢物的知识仍然有限:研究代谢物与青少年血压之间的关系,包括横断面研究(青春期早期和晚期)和前瞻性研究(青春期早期到晚期):方法:参与者来自 "Project Viva "前瞻性队列。在青春期早期(中位数:12.8 岁;N = 556)和晚期(中位数:17.4 岁;N = 501),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)。我们使用线性回归法来确定每个时间点与血压相关的横断面代谢物,并评估代谢物水平从青春期早期到晚期的变化与青春期晚期血压的前瞻性关联。我们使用加权基因相关网络分析和斯皮尔曼偏相关性来确定每个时间点与血压相关的代谢物群:结果:在线性模型中,较高的雄激素类固醇水平始终与青春期早期和晚期较高的 SBP 和 DBP 相关。主要由雄激素类固醇组成的 59 个代谢物群与青春期早期较高的 SBP 和 DBP 相关。一个主要由脂肪酸脂组成的代谢物群与青春期后期女性较高的 SBP 稍有关联。多种代谢物,包括肌酸和嘌呤代谢子途径中的代谢物,在横断面和前瞻性研究中均与较高的 SBP 和 DBP 相关:我们的研究结果揭示了青少年高血压的潜在代谢过程和病理生理学基础。
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来源期刊
Metabolomics
Metabolomics 医学-内分泌学与代谢
CiteScore
6.60
自引率
2.80%
发文量
84
审稿时长
2 months
期刊介绍: Metabolomics publishes current research regarding the development of technology platforms for metabolomics. This includes, but is not limited to: metabolomic applications within man, including pre-clinical and clinical pharmacometabolomics for precision medicine metabolic profiling and fingerprinting metabolite target analysis metabolomic applications within animals, plants and microbes transcriptomics and proteomics in systems biology Metabolomics is an indispensable platform for researchers using new post-genomics approaches, to discover networks and interactions between metabolites, pharmaceuticals, SNPs, proteins and more. Its articles go beyond the genome and metabolome, by including original clinical study material together with big data from new emerging technologies.
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