Heavy Metals, Vitamin D, and Bone Content in Older Adults: An NHANES Analysis

This cross-sectional study examined associations between environmental heavy metal exposures (total mercury, inorganic mercury, blood cadmium, blood lead, and non-arsenobetaine urinary arsenic), vitamin D metabolites (25(OH)D₂ and 25(OH)D₃), and anthropometric variables with total femur bone mineral content (BMC) in a middle-aged to older adult cohort (aged 45–80 years; n = 541 with complete data) drawn from the National Health and Nutrition Examination Survey (NHANES) 2009–2010. The full analytic sample comprised 541 participants (mean age = 59.33 ± 10.33 years; 49.3% male; mean BMI = 28.33 ± 5.39 kg/m²; mean total femur BMC = 35.58 ± 9.75 g). Multiple linear regression analyses were conducted adjusting for age, sex, BMI, and urinary creatinine. The overall model explained 60.6% of variance in total femur BMC (R² = .606, adjusted R² = .598, F(11, 528) = 73.896, p < .001). Sex (β = −0.758, p < .001) and BMI (β = 0.303, p < .001) were the strongest determinants, with males exhibiting significantly higher absolute BMC than females. Total blood mercury demonstrated a significant negative association with femur BMC (B = −0.183, 95% CI [−0.359, −0.007], p = .041), while inorganic mercury was not significant (p = .825), suggesting the deleterious skeletal effect is driven by the organic (methylmercury) fraction. Total urinary arsenic initially showed a positive association; however, when seafood-derived arsenobetaine was subtracted to isolate the toxic fraction, this association completely disappeared (p = .258), confirming it as an artifact of dietary confounding rather than a direct protective effect. Neither vitamin D metabolite reached statistical significance. These findings underscore the importance of distinguishing mercury species and highlight total mercury as an independent predictor of reduced bone mineral mass in middle-aged and older U.S. adults.

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Journal
Sanatorium Medical Journal
Published
2026-09-01
DOI
https://doi.org/10.65559/sanatoriummedj.1899070
Primary Topic
Heavy Metal Exposure and Toxicity
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article
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article

Heavy Metals, Vitamin D, and Bone Content in Older Adults: An NHANES Analysis

Deniz Özkan Vardar, Melih Gaffar Gözükara, Servet Birgin İritaş, Özgür Ömer Yıldız et al.
Sanatorium Medical Journal
Heavy Metal Exposure and Toxicity
article

Heavy Metals, Vitamin D, and Bone Content in Older Adults: An NHANES Analysis

Deniz Özkan Vardar, Melih Gaffar Gözükara, Servet Birgin İritaş, Özgür Ömer Yıldız, Lütfiye Tutkun, Engіn Tutkun
article en

Abstract

This cross-sectional study examined associations between environmental heavy metal exposures (total mercury, inorganic mercury, blood cadmium, blood lead, and non-arsenobetaine urinary arsenic), vitamin D metabolites (25(OH)D₂ and 25(OH)D₃), and anthropometric variables with total femur bone mineral content (BMC) in a middle-aged to older adult cohort (aged 45–80 years; n = 541 with complete data) drawn from the National Health and Nutrition Examination Survey (NHANES) 2009–2010. The full analytic sample comprised 541 participants (mean age = 59.33 ± 10.33 years; 49.3% male; mean BMI = 28.33 ± 5.39 kg/m²; mean total femur BMC = 35.58 ± 9.75 g). Multiple linear regression analyses were conducted adjusting for age, sex, BMI, and urinary creatinine. The overall model explained 60.6% of variance in total femur BMC (R² = .606, adjusted R² = .598, F(11, 528) = 73.896, p < .001). Sex (β = −0.758, p < .001) and BMI (β = 0.303, p < .001) were the strongest determinants, with males exhibiting significantly higher absolute BMC than females. Total blood mercury demonstrated a significant negative association with femur BMC (B = −0.183, 95% CI [−0.359, −0.007], p = .041), while inorganic mercury was not significant (p = .825), suggesting the deleterious skeletal effect is driven by the organic (methylmercury) fraction. Total urinary arsenic initially showed a positive association; however, when seafood-derived arsenobetaine was subtracted to isolate the toxic fraction, this association completely disappeared (p = .258), confirming it as an artifact of dietary confounding rather than a direct protective effect. Neither vitamin D metabolite reached statistical significance. These findings underscore the importance of distinguishing mercury species and highlight total mercury as an independent predictor of reduced bone mineral mass in middle-aged and older U.S. adults.

Sanatorium Medical JournalVol. 2(3)
Education Training And Research (US), Lokman Hekim Üniversitesi (TR), Institute of Medical Microbiology and Hygiene (DE), Ankara Yıldırım Beyazıt University (TR), Institute of Occupational Safety (SI)
Life below water
Openalex Percentile: Top 12%
Heavy Metal Exposure and Toxicity
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