Biological Aging Mediates the Associations Between Multiple Serum Micronutrients and All-Cause Mortality Among U.S. Adults.

IF 4.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Biological Trace Element Research Pub Date : 2026-10-01 Epub Date: 2026-07-03 DOI:10.1007/s12011-026-05214-2
Chaoyi Bian, Wanting Wang, Zhengyang Wu, Hongling Zhang, Chuanting Wen, Kangkang Zhong, Rui Yang, Qi Zhong
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引用次数: 0

Abstract

Background: Serum micronutrients are highly intercorrelated in general populations and may affect longevity via biological aging-related pathways. Nevertheless, it remains unclear whether biological aging mediates the associations of serum micronutrient mixtures with all-cause mortality.

Methods: This prospective cohort analysis included adults from the National Health and Nutrition Examination Survey (NHANES) 2003-2006 and 2017-2018, with mortality follow-up until December 31, 2019. Six serum micronutrients were assessed: vitamin C, 25-hydroxyvitamin D (25(OH)D), α-tocopherol, β-carotene, lycopene, and folate. Biological aging was estimated based on nine clinical biomarkers: albumin, creatinine, glucose, C-reactive protein, lymphocyte percentage, mean cell volume, red cell distribution width, alkaline phosphatase, and white blood cell count. PhenoAgeAccel was defined as phenotypic age minus chronological age. Cox proportional hazards regression and restricted cubic splines (RCS) were applied to assess the associations of individual serum micronutrients with all-cause mortality. Quantile g-computation (QGC) and Bayesian kernel machine regression (BKMR) were used to explore the joint effects of micronutrient mixtures on mortality. Mediation analysis was further conducted to quantify the mediating role of PhenoAgeAccel.

Results: A total of 6,387 participants were included, with a median follow-up of 14.08 years and 932 all-cause deaths recorded. In fully adjusted Cox models, higher levels of β-carotene, lycopene, vitamin C, and 25(OH)D were significantly associated with reduced mortality risk. Compared with the lowest tertile (tertile 1), the HRs (95% CIs) for all-cause mortality were 0.80 (95% CI: 0.64-1.00, P = 0.048) for tertile 2 and 0.74 (95% CI: 0.60-0.90, P = 0.003) for tertile 3 of β-carotene. Both QGC and BKMR analyses revealed a protective joint effect of the micronutrients mixture on all-cause mortality (HR = 0.723, 95% CI: 0.646-0.809), with lycopene contributing the largest negative weight (0.455). PhenoAgeAccel significantly mediated the associations of β-carotene, lycopene, vitamin C, and 25(OH)D with all-cause mortality, with mediating proportions of 35.65%, 15.66%, 27.30%, and 6.87%, respectively.

Conclusion: Higher serum micronutrient concentrations were inversely associated with all-cause mortality, and these associations were partially mediated by decelerated biological aging. Within the micronutrient mixture, lycopene exhibited the greatest relative contribution to the overall protective effect.

生物老化介导多种血清微量营养素与美国成年人全因死亡率之间的关系。
背景:血清微量营养素在一般人群中是高度相关的,并可能通过生物衰老相关途径影响寿命。然而,尚不清楚生物老化是否介导血清微量营养素混合物与全因死亡率的关联。方法:该前瞻性队列分析包括2003-2006年和2017-2018年国家健康与营养调查(NHANES)的成年人,死亡率随访至2019年12月31日。测定6种血清微量营养素:维生素C、25-羟基维生素D (25(OH)D)、α-生育酚、β-胡萝卜素、番茄红素和叶酸。生物老化是根据9个临床生物标志物来评估的:白蛋白、肌酐、葡萄糖、c反应蛋白、淋巴细胞百分比、平均细胞体积、红细胞分布宽度、碱性磷酸酶和白细胞计数。PhenoAgeAccel定义为表型年龄减去实足年龄。应用Cox比例风险回归和限制性三次样条(RCS)来评估个体血清微量营养素与全因死亡率的关系。采用分位数g计算(QGC)和贝叶斯核机回归(BKMR)研究了微量营养素混合对死亡率的联合影响。进一步进行中介分析,量化PhenoAgeAccel的中介作用。结果:共纳入6,387名参与者,中位随访时间为14.08年,记录了932例全因死亡。在完全调整的Cox模型中,较高水平的β-胡萝卜素、番茄红素、维生素C和25(OH)D与降低死亡风险显著相关。与最低的1分位相比,2分位全因死亡率的hr (95% CI)为0.80 (95% CI: 0.64-1.00, P = 0.048), 3分位全因死亡率为0.74 (95% CI: 0.60-0.90, P = 0.003)。QGC和BKMR分析均显示,微量营养素混合物对全因死亡率具有保护作用(HR = 0.723, 95% CI: 0.646-0.809),其中番茄红素贡献的负权重最大(0.455)。PhenoAgeAccel显著介导β-胡萝卜素、番茄红素、维生素C和25(OH)D与全因死亡率的关联,介导比例分别为35.65%、15.66%、27.30%和6.87%。结论:较高的血清微量营养素浓度与全因死亡率呈负相关,这种相关性部分由生物衰老减缓介导。在微量营养素混合物中,番茄红素对整体保护效果的相对贡献最大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Biological Trace Element Research
Biological Trace Element Research 生物-内分泌学与代谢
CiteScore
8.70
自引率
10.30%
发文量
459
审稿时长
2 months
期刊介绍: Biological Trace Element Research provides a much-needed central forum for the emergent, interdisciplinary field of research on the biological, environmental, and biomedical roles of trace elements. Rather than confine itself to biochemistry, the journal emphasizes the integrative aspects of trace metal research in all appropriate fields, publishing human and animal nutritional studies devoted to the fundamental chemistry and biochemistry at issue as well as to the elucidation of the relevant aspects of preventive medicine, epidemiology, clinical chemistry, agriculture, endocrinology, animal science, pharmacology, microbiology, toxicology, virology, marine biology, sensory physiology, developmental biology, and related fields.
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