PMID- 37451971 OWN - NLM STAT- MEDLINE DCOM- 20230908 LR - 20230908 IS - 1472-6491 (Electronic) IS - 1472-6483 (Linking) VI - 47 IP - 3 DP - 2023 Sep TI - Heavy metals and diminished ovarian reserve: single-exposure and mixture analyses amongst women consulting in French fertility centres. PG - 103241 LID - S1472-6483(23)00340-1 [pii] LID - 10.1016/j.rbmo.2023.05.013 [doi] AB - RESEARCH QUESTION: Do heavy metals affect the risk of diminished ovarian reserve (DOR) in women of reproductive age? DESIGN: A total of 139 cases and 153 controls were included between 2016 and 2020. The participants were aged between 18 and 40 years and attended consultations for couple infertility in one of four fertility centres in western France. Cases of DOR were defined as women with an antral follicle count less than 7, anti-Mullerian hormone levels 1.1 ng/ml or less, or both. Controls were frequency matched on age groups and centres, and were women with normal ovarian reserve evaluations, no malformations and menstrual cycles between 26 and 35 days. Heavy metals (lead, mercury, cadmium and chromium) were measured in whole blood at inclusion. Single-exposure associations were examined with multivariable logistic regressions adjusted on potential confounders. Mixture effects were investigated with quantile g-computation and Bayesian kernel machine regression (BKMR). RESULTS: Chromium as a continuous exposure was significantly associated with DOR in unadjusted models (OR 2.07, 95% CI 1.04 to 4.13) but the association was no longer significant when confounders were controlled for (adjusted OR 2.75, 95% CI 0.88 to 8.60). Similarly, a statistically significant association was observed for the unadjusted second tercile of cadmium exposure (OR 1.87, 95% CI 1.06 to 3.30); however, this association was no longer statistically significant after adjustment. None of the other associations tested were statistically significant. Quantile g-computation and BKMR both yielded no significant change of risk of DOR for the mixture of metals, with no evidence of interaction. CONCLUSIONS: Weak signals that some heavy metals could be associated with DOR were detected. These findings should be replicated in other studies. CI - Copyright (c) 2023 Reproductive Healthcare Ltd. Published by Elsevier Ltd. All rights reserved. FAU - Genard-Walton, Maximilien AU - Genard-Walton M AD - Universite de Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. Electronic address: maximilien.genard-walton@inserm.fr. FAU - Warembourg, Charline AU - Warembourg C AD - Universite de Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. FAU - Duros, Solene AU - Duros S AD - Reproductive Medicine, CHU Rennes, 35200 Rennes, France. FAU - Ropert-Bouchet, Martine AU - Ropert-Bouchet M AD - Laboratoire de Biochimie Toxicologie, CHU Rennes, Univ Rennes, 35033 Rennes, France. FAU - Lefebvre, Tiphaine AU - Lefebvre T AD - Reproductive Medicine, CHU Nantes, 44093 Nantes, France. FAU - Guivarc'h-Leveque, Anne AU - Guivarc'h-Leveque A AD - Reproductive Medicine, Clinique de La Sagesse, 35043 Rennes, France. FAU - Le Martelot, Marie-Therese AU - Le Martelot MT AD - Reproductive Medicine, CHU Brest, 29609 Brest, France. FAU - Jacquemin, Benedicte AU - Jacquemin B AD - Universite de Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. FAU - Cordier, Sylvaine AU - Cordier S AD - Universite de Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. FAU - Costet, Nathalie AU - Costet N AD - Universite de Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. FAU - Multigner, Luc AU - Multigner L AD - Universite de Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. FAU - Garlantezec, Ronan AU - Garlantezec R AD - Universite de Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de recherche en sante, environnement et travail) - UMR_S 1085, F-35000 Rennes, France. LA - eng PT - Journal Article DEP - 20230602 PL - Netherlands TA - Reprod Biomed Online JT - Reproductive biomedicine online JID - 101122473 RN - 00BH33GNGH (Cadmium) RN - 0 (Metals, Heavy) RN - 0R0008Q3JB (Chromium) RN - 80497-65-0 (Anti-Mullerian Hormone) SB - IM MH - Humans MH - Female MH - Adolescent MH - Young Adult MH - Adult MH - Infant, Newborn MH - Male MH - *Ovarian Reserve MH - Cadmium MH - Bayes Theorem MH - *Ovarian Diseases MH - *Metals, Heavy MH - Chromium MH - Anti-Mullerian Hormone OTO - NOTNLM OT - chemical exposures OT - environmental epidemiology OT - female fertility OT - heavy metals OT - mixtures OT - reproductive outcomes EDAT- 2023/07/15 10:42 MHDA- 2023/09/08 06:43 CRDT- 2023/07/14 22:00 PHST- 2023/01/09 00:00 [received] PHST- 2023/04/25 00:00 [revised] PHST- 2023/05/31 00:00 [accepted] PHST- 2023/09/08 06:43 [medline] PHST- 2023/07/15 10:42 [pubmed] PHST- 2023/07/14 22:00 [entrez] AID - S1472-6483(23)00340-1 [pii] AID - 10.1016/j.rbmo.2023.05.013 [doi] PST - ppublish SO - Reprod Biomed Online. 2023 Sep;47(3):103241. doi: 10.1016/j.rbmo.2023.05.013. Epub 2023 Jun 2.