Association between serum vitamins and sex hormone levels in adolescent males: based on the National Health and Nutrition Examination Survey (NHANES).

IF 2.5
Hormones (Athens, Greece) Pub Date : 2026-06-01 Epub Date: 2026-06-15 DOI:10.1007/s42000-025-00752-1
Zhipin Zhang, Lu Liu, Xiang Li, Ye Wu
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Abstract

Background: The association between serum vitamins and sex hormones has gained considerable research interest; however, studies focusing specifically on adolescent males remain limited.

Objective: To analyze associations between key serum vitamins and sex hormone levels in adolescent males.

Methods: This cross-sectional study utilized data from the National Health and Nutrition Examination Survey (NHANES) (2001-2004). Weighted generalized linear regression models were employed to examine associations between serum vitamins (D, B12, folate, A, and E) and sex hormones, namely, total testosterone (TT), sex hormone-binding globulin (SHBG), and estradiol (E2). The Bayesian kernel machine regression (BKMR) model was employed to account for the combined effects of vitamins, nonlinear exposure-outcome relationships, and interactions among vitamins.

Results: A total of 231 participants aged 12-18 years were included. In the generalized linear model, vitamin A was positively correlated with TT (β = 0.421; 95% CI: 0.013, 0.829; P = 0.028) and negatively correlated with SHBG (β=-0.372; 95% CI: -0.549, -0.195; P < 0.001); folate was negatively correlated with both TT (β=-0.017; P < 0.001) and E2 (β=-0.012; P < 0.001). In the BKMR model, the combined effects of serum vitamins on TT and E2 showed a non-significant weak negative trend; no clear pattern was observed for SHBG. Folate was identified as the most important factor influencing all three sex hormones. Bivariate exposure-response functions indicated potential interactions of folate with vitamin B12 on TT and with vitamin D on E2; no vitamin interactions were observed for SHBG.

Conclusion: Complex effects of vitamins on sex hormones in adolescent males were revealed. The mechanism(s) underlying the regulation and long-term health implications will be explored in the future.

青少年男性血清维生素和性激素水平的关系:基于国家健康和营养检查调查(NHANES)。
背景:血清维生素和性激素之间的关系已经引起了相当大的研究兴趣;然而,专门针对青少年男性的研究仍然有限。目的:分析青春期男性关键血清维生素与性激素水平的关系。方法:本横断面研究利用了2001-2004年国家健康和营养检查调查(NHANES)的数据。采用加权广义线性回归模型检验血清维生素(D、B12、叶酸、A和E)与性激素(即总睾酮(TT)、性激素结合球蛋白(SHBG)和雌二醇(E2))之间的关系。采用贝叶斯核机回归(BKMR)模型来解释维生素、非线性暴露-结果关系以及维生素之间的相互作用的综合效应。结果:共纳入受试者231人,年龄12-18岁。在广义线性模型中,维生素A与TT呈正相关(β= 0.421; 95% CI: 0.013, 0.829; P = 0.028),与SHBG呈负相关(β=-0.372; 95% CI: -0.549, -0.195; P)。结论:维生素对青春期男性性激素的影响是复杂的。未来将探讨这种调控的机制及其对健康的长期影响。
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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