Micronutrients in relation to cardiometabolic risk factors among middle-aged and older Chinese adults: protocol for an exploratory longitudinal panel study with multi-omics profiling

The escalating prevalence of cardiometabolic risk factors (CRFs) contributes to increased risks of cardiometabolic diseases. Micronutrients, essential for nearly all physiological functions, have been widely linked to CRFs. However, the joint associations of micronutrient mixtures with CRFs, as well...

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Ngā kaituhi matua:	Zhiyue Xu, Xueying Zhao, Lugao Tian, Xinghuang Liu, Min Xiang, Pengcheng Yang, Rongchuan Huang, Xiaotian Xie, Dongke Wang, Ziqian Zhang, Jing He, Chujie Tu, Enli Zhang, Guoxing Zhu, Chao Gu, Hong Yang, Xiaohua Hou, Liangle Yang, Tao Bai
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2026-07-01
Rangatū:	Frontiers in Public Health
Ngā marau:	aging population biomarkers cardiometabolic risk factors micronutrients multi-omics panel study
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/fpubh.2026.1871596/full
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