{"title":"Association between serum vitamins and sex hormone levels in adolescent males: based on the National Health and Nutrition Examination Survey (NHANES).","authors":"Zhipin Zhang, Lu Liu, Xiang Li, Ye Wu","doi":"10.1007/s42000-025-00752-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The association between serum vitamins and sex hormones has gained considerable research interest; however, studies focusing specifically on adolescent males remain limited.</p><p><strong>Objective: </strong>To analyze associations between key serum vitamins and sex hormone levels in adolescent males.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":520640,"journal":{"name":"Hormones (Athens, Greece)","volume":" ","pages":"549-560"},"PeriodicalIF":2.5000,"publicationDate":"2026-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hormones (Athens, Greece)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s42000-025-00752-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/6/15 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.