PMID- 37191746 OWN - NLM STAT- MEDLINE DCOM- 20230626 LR - 20230626 IS - 1614-7499 (Electronic) IS - 0944-1344 (Linking) VI - 30 IP - 29 DP - 2023 Jun TI - Cadmium, lead, and mercury interactions on obstructive lung function in pre- and postmenopausal women. PG - 73485-73496 LID - 10.1007/s11356-023-27503-2 [doi] AB - There was a dearth of information on how heavy metals affect women's lung function. To assess the effects of cadmium, lead, and mercury and their interactions on obstructive lung function in pre- and postmenopausal women. The associations between an individual heavy metal and its mixtures and the first second of forced expiration (FEV1)/forced vital capacity (FVC) were studied using multivariate non-linear, linear, and logistic regression models, Bayesian kernel machine regression (BKMR), and marginal effects in 1821 women. Serum cadmium and lead levels and the percentage of FEV1/FVC < 70% were substantially higher in postmenopausal women than in premenopausal women. Cadmium (beta = - 0.84, 95%, - 1.63 to - 0.05) and lead (beta = - 0.43, 95%CI, - 1.62 to - 0.04) were found to be inversely associated with the FEV1/FVC ratio in premenopausal women, while a combination of cadmium and mercury showed a negative association with the FEV1/FVC ratio in postmenopausal women (beta = - 0.65, 95%CI, - 1.27 to - 0.03). In the non-linear regression model, an inverted U-shape association of mercury with FEV1/FVC indicator was found in postmenopausal women (beta = - 0.78, 95%CI, - 1.41 to - 0.15). In BKMR model, a mixture of three heavy metals was negatively associated with the FEV1/FVC ratio. Cadmium was identified as an important substance associated with lung function decline (posterior inclusion probabilities (PIPs) = 0.731 in premenopausal and PIPs = 0.514 in postmenopausal women). Cadmium appeared linear; an inverted U-shape association of mercury with the FEV1/FVC indicator and slightly positive associations of lead with the FEV1/FVC indicator in postmenopausal women were found. Threshold cutoff values for the studied substances related to clinical lung function decline were established. In conclusion, the presence of mixed heavy metals (cadmium, lead, and mercury) and their association with obstructive lung function showed worse results than separate associations. These findings have important implications for policy and future research about how heavy metals affect women's lungs. CI - (c) 2023. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature. FAU - Nguyen, Hai Duc AU - Nguyen HD AUID- ORCID: 0000-0001-8419-7784 AD - Department of Pharmacy, College of Pharmacy and Research Institute of Life and Pharmaceutical Sciences, Sunchon National University, Sunchon, Jeonnam, Republic of Korea. duchainguyen1706@gmail.com. LA - eng PT - Journal Article DEP - 20230516 PL - Germany TA - Environ Sci Pollut Res Int JT - Environmental science and pollution research international JID - 9441769 RN - 2P299V784P (Lead) RN - 00BH33GNGH (Cadmium) RN - FXS1BY2PGL (Mercury) SB - IM MH - Female MH - Humans MH - *Lead MH - Cadmium MH - *Mercury MH - Bayes Theorem MH - Postmenopause MH - Lung MH - Forced Expiratory Volume OTO - NOTNLM OT - Heavy metals OT - Menopause OT - Mixtures OT - Obstructive lung function OT - Threshold cutoff values EDAT- 2023/05/16 13:09 MHDA- 2023/06/26 06:42 CRDT- 2023/05/16 11:09 PHST- 2023/02/06 00:00 [received] PHST- 2023/05/04 00:00 [accepted] PHST- 2023/06/26 06:42 [medline] PHST- 2023/05/16 13:09 [pubmed] PHST- 2023/05/16 11:09 [entrez] AID - 10.1007/s11356-023-27503-2 [pii] AID - 10.1007/s11356-023-27503-2 [doi] PST - ppublish SO - Environ Sci Pollut Res Int. 2023 Jun;30(29):73485-73496. doi: 10.1007/s11356-023-27503-2. Epub 2023 May 16.