Associations of urinary heavy metals with age at menarche, age at menopause, and reproductive lifespan: A cross-sectional study in U. S. women

被引:0
作者
Huang, Jialyu [1 ,2 ]
Zhang, Yiwei [3 ]
King, Lei [4 ]
Wang, Jiawei [5 ]
Nie, Penghui [6 ]
Xie, Qiqi [1 ]
Chen, Hong [1 ]
Wan, Xinxia [1 ]
Li, Zengming [2 ]
Zhao, Yan [1 ]
Xu, Hengyi [6 ]
机构
[1] Nanchang Med Coll, Jiangxi Maternal & Child Hlth Hosp, Ctr Reprod Med, Jiangxi Branch,Natl Clin Res Ctr Obstet & Gynecol, Nanchang, Peoples R China
[2] Nanchang Med Coll, Jiangxi Maternal & Child Hlth Hosp, Natl Clin Res Ctr Obstet & Gynecol, Jiangxi Branch,Jiangxi Key Lab Reprod Hlth, Nanchang, Peoples R China
[3] Nanchang Univ, Sch Queen Mary, Dept Clin Med, Nanchang, Peoples R China
[4] Huazhong Univ Sci & Technol, Tongji Med Coll, Sch Publ Hlth,MOE Key Lab Environm & Hlth, Dept Nutr & Food Hyg,Hubei Key Lab Food Nutr & Saf, Wuhan, Peoples R China
[5] Univ Sci & Technol China, Reprod & Genet Hosp, Affiliated Hosp USTC 1, Div Life Sci & Med, Hefei, Peoples R China
[6] Nanchang Univ, State Key Lab Food Sci & Resources, Nanchang, Peoples R China
关键词
National Health and Nutrition Examination; Survey; Heavy metal; Menarche; Menopause; Reproductive lifespan; CADMIUM; LEAD; EXPOSURE; HEALTH; PREVALENCE; REGRESSION; BURDEN; NHANES; ZINC;
D O I
10.1016/j.ecoenv.2024.116950
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Female reproductive timing and lifespan, with a close relation to long-term health outcomes, have been altered in U.S. women over the past decades. However, epidemiologic evidence of the potential causes was lacking. On the basis of 1981 naturally postmenopausal women from the National Health and Nutrition Examination Survey 1999-2020, this study aimed to investigate the associations of urinary heavy metals with age at menarche, age at menopause, and reproductive lifespan. Multivariate generalized linear regression and addictive models were used for single metal exposure analysis, and weighted quantile sum (WQS) and Bayesian kernel machine regression (BKMR) models were employed for mixed exposures. In the fully adjusted model, higher urinary antimony concentration was associated with earlier age at menarche of 0.137 years, while higher concentrations of cadmium, cesium, lead, antimony, and thallium were associated with delayed age at menopause of 0.396-0.687 years. Additionally, urinary barium, cesium, lead, antimony, and thallium levels were associated with longer reproductive lifespan ranging between 0.277 and 0.713 years. Both WQS and BKMR models showed significantly positive associations of metal mixtures with age at menopause ((3: 0.667, 95 % CI: 0.120-1.213) and reproductive lifespan ((3: 0.686, 95 % CI: 0.092-1.280), with cadmium and lead identified as principal contributors. In conclusion, heavy metal exposures were associated with reproductive timing and lifespan of U.S. women, highlighting the need for further prevention and intervention strategies.
引用
收藏
页数:9
相关论文
共 57 条
[1]   Trends in Age at Natural Menopause and Reproductive Life Span Among US Women, 1959-2018 [J].
Beard, Jessica H. ;
Jacoby, Sara F. ;
Maher, Zoe ;
Dong, Beidi ;
Kaufman, Elinore J. ;
Goldberg, Amy J. ;
Morrison, Christopher N. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2021, 325 (13) :1328-1330
[2]   Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression [J].
Bobb, Jennifer F. ;
Henn, Birgit Claus ;
Valeri, Linda ;
Coull, Brent A. .
ENVIRONMENTAL HEALTH, 2018, 17
[3]   Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures [J].
Bobb, Jennifer F. ;
Valeri, Linda ;
Claus Henn, Birgit ;
Christiani, David C. ;
Wright, Robert O. ;
Mazumdar, Maitreyi ;
Godleski, John J. ;
Coull, Brent A. .
BIOSTATISTICS, 2015, 16 (03) :493-508
[4]   Impact of the age at menarche on body composition in adulthood: results from two birth cohort studies [J].
Bubach, Susana ;
Baptista Menezes, Ana Maria ;
Barros, Fernando Celso ;
Wehrmeister, Fernando Cesar ;
Goncalves, Helen ;
Formoso Assuncao, Maria Cecilia ;
Horta, Bernardo Lessa .
BMC PUBLIC HEALTH, 2016, 16 :1-7
[5]   Characterization of Weighted Quantile Sum Regression for Highly Correlated Data in a Risk Analysis Setting [J].
Carrico, Caroline ;
Gennings, Chris ;
Wheeler, David C. ;
Factor-Litvak, Pam .
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2015, 20 (01) :100-120
[6]   Effects of Cadmium Exposure on Age of Menarche and Menopause [J].
Chen, Xiao ;
Zhu, Guoying ;
Jin, Taiyi .
TOXICS, 2018, 6 (01)
[7]   Evaluation of estrogenicity of major heavy metals [J].
Choe, SY ;
Kim, SJ ;
Kim, HG ;
Lee, JH ;
Choi, Y ;
Lee, H ;
Kim, Y .
SCIENCE OF THE TOTAL ENVIRONMENT, 2003, 312 (1-3) :15-21
[8]  
Cooper Ross G, 2009, Indian J Occup Environ Med, V13, P3, DOI 10.4103/0019-5278.50716
[9]   Metalloestrogens: an emerging class of inorganic xenoestrogens with potential to add to the oestrogenic burden of the human breast [J].
Darbre, PD .
JOURNAL OF APPLIED TOXICOLOGY, 2006, 26 (03) :191-197
[10]   Environmental and occupational exposure of metals and female reproductive health [J].
Dutta, Sulagna ;
Gorain, Bapi ;
Choudhury, Hira ;
Roychoudhury, Shubhadeep ;
Sengupta, Pallav .
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (41) :62067-62092