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Correlation analysis of low concentration heavy metal mixed exposure (cadmium, lead, and mercury) and bone density
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Yi-yuan XU, Si-shi LIU, Yi SHI, Qin SONG
Modern Preventive Medicine | 2024, 51(21) : 4015 - 4022
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Modern Preventive Medicine | 2024, 51(21): 4015-4022
Clinical Medicine and Prevention
Correlation analysis of low concentration heavy metal mixed exposure (cadmium, lead, and mercury) and bone density
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Yi-yuan XU, Si-shi LIU, Yi SHI, Qin SONG
Affiliations
  • Department of Preventive Medicine, School of Public Health, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China
Published: 2024-11-10 doi: 10.20043/j.cnki.MPM.202405094
Outline
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Objective

To explore the association between mixed exposure to low concentrations of heavy metals (cadmium, lead, mercury) and bone density, as well as the mediating effects of alkaline phosphatase (ALP), bone-specific alkaline phosphatase (BAP), parathyroid hormone (PT), calcium (Ca), and phosphorus (P).

Methods

A cross-sectional study was conducted based on NHANES survey data, including a total of 1 465 participants. Polynomial logistic regression was used to analyze related risk factors, and Bayesian Kernel Machine Regression (BKMR) was employed to assess the impact of mixed exposure to cadmium, lead, and mercury on bone density. The mediation effects of ALP, BAP, PT, Ca, and P in the relationship between exposure to cadmium (Cd), lead (Pb), mercury (Hg), and bone density were analyzed using the Mediation package in R software (Bootstrap method).

Results

The results of polynomial logistic regression indicated that the risk of bone loss increased at the third quartile (T3) of Cd concentration (OR=1.56, 95%CI: 1.08-2.26); the risk also increased at the second quartile (T2) of Pb concentration (OR=1.49, 95%CI: 1.06-2.08). Conversely, the risk of osteoporosis decreased at T3 of Hg concentration (OR=0.38, 95%CI:0.15-0.94). BKMR model analysis revealed that increased concentrations of cadmium, lead, and mercury were associated with a decrease in bone density scores (T-score), with posterior inclusion probabilities for Cd, Pb, and Hg being 1, 1, and 0.47, respectively. Mediation analysis showed that Cd influenced bone density through the mediating effects of ALP and Ca, with mediation proportions of -32.3% and -64.9%, respectively. Hg affected bone density through the mediating effects of ALP and BAP, with mediation proportions of 7.3% and 61.8%. Pb influenced bone density through the mediating effects of ALP, BAP, and PT, with mediation proportions of 38.9%, 97.6%, and 1.5%, respectively.

Conclusion

There is a negative correlation between low concentrations of mixed exposure of cadmium, lead, and mercury and T-score, and the mediating effects of ALP, BAP, PT, and Ca are statistically significant.

Heavy metals  /  Mixed exposure  /  Bone density  /  Mediating effects
Yi-yuan XU, Si-shi LIU, Yi SHI, Qin SONG. Correlation analysis of low concentration heavy metal mixed exposure (cadmium, lead, and mercury) and bone density[J]. Modern Preventive Medicine, 2024 , 51 (21) : 4015 -4022 . DOI: 10.20043/j.cnki.MPM.202405094
Year 2024 volume 51 Issue 21
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doi: 10.20043/j.cnki.MPM.202405094
  • Receive Date:2024-05-08
  • Online Date:2026-03-20
  • Published:2024-11-10
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  • Received:2024-05-08
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    Department of Preventive Medicine, School of Public Health, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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