PMID- 36581953 OWN - NLM STAT- MEDLINE DCOM- 20230102 LR - 20230206 IS - 1476-069X (Electronic) IS - 1476-069X (Linking) VI - 21 IP - 1 DP - 2022 Dec 29 TI - Prenatal exposure to heavy metal mixtures and anthropometric birth outcomes: a cross-sectional study. PG - 139 LID - 10.1186/s12940-022-00950-z [doi] LID - 139 AB - BACKGROUND: Numerous studies have suggested significant associations between prenatal exposure to heavy metals and newborn anthropometric measures. However, little is known about the effect of various heavy metal mixtures at relatively low concentrations. Hence, this study aimed to investigate associations between prenatal exposures to a wide range of individual heavy metals and heavy metal mixtures with anthropometric measures of newborns. METHODS: We recruited 975 mother-term infant pairs from two major hospitals in Israel. Associations between eight heavy metals (arsenic, cadmium, chromium, mercury, nickel, lead, selenium, and thallium) detected in maternal urine samples on the day of delivery with weight, length, and head circumference at birth were estimated using linear and Bayesian kernel machine regression (BKMR) models. RESULTS: Most heavy metals examined in our study were observed in lower concentrations than in other studies, except for selenium. In the linear as well as the BKMR models, birth weight and length were negatively associated with levels of chromium. Birth weight was found to be negatively associated with thallium and positively associated with nickel. CONCLUSION: By using a large sample size and advanced statistical models, we could examine the association between prenatal exposure to metals in relatively low concentrations and anthropometric measures of newborns. Chromium was suggested to be the most influential metal in the mixture, and its associations with birth weight and length were found negative. Head circumference was neither associated with any of the metals, yet the levels of metals detected in our sample were relatively low. The suggested associations should be further investigated and could shed light on complex biochemical processes involved in intrauterine fetal development. CI - (c) 2022. The Author(s). FAU - Michael, Tal AU - Michael T AD - Department of Epidemiology, Biostatistics, and Community Health Sciences, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev Beer-Sheva, Beersheba, Israel. FAU - Kohn, Elkana AU - Kohn E AD - Clinical Pharmacology and Toxicology Unit, Pediatric Division, Shamir (Assaf Harofeh) Medical Center, and Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Daniel, Sharon AU - Daniel S AD - Department of Epidemiology, Biostatistics, and Community Health Sciences, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev Beer-Sheva, Beersheba, Israel. AD - Clalit Health Services, Southern District, Beer-Sheva, Israel. FAU - Hazan, Ariela AU - Hazan A AD - Clinical Pharmacology and Toxicology Unit, Pediatric Division, Shamir (Assaf Harofeh) Medical Center, and Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Berkovitch, Matitiahu AU - Berkovitch M AD - Clinical Pharmacology and Toxicology Unit, Pediatric Division, Shamir (Assaf Harofeh) Medical Center, and Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Brik, Anna AU - Brik A AD - Clinical Pharmacology and Toxicology Unit, Pediatric Division, Shamir (Assaf Harofeh) Medical Center, and Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Hochwald, Ori AU - Hochwald O AD - Neonatal Intensive Care Unit, Rambam Health Care Campus, and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, Haifa, Israel. FAU - Borenstein-Levin, Liron AU - Borenstein-Levin L AD - Neonatal Intensive Care Unit, Rambam Health Care Campus, and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, Haifa, Israel. FAU - Betser, Moshe AU - Betser M AD - Delivery Rooms and Maternity Ward, Shamir (Assaf Harofeh) Medical Center, and Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Moskovich, Miki AU - Moskovich M AD - Delivery Rooms and Maternity Ward, Shamir (Assaf Harofeh) Medical Center, and Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Livne, Ayelet AU - Livne A AD - Neonatal Intensive Care Unit, Shamir (Assaf Harofeh) Medical Center, Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Keidar, Rimona AU - Keidar R AD - Neonatal Intensive Care Unit, Shamir (Assaf Harofeh) Medical Center, Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, Israel. FAU - Rorman, Efrat AU - Rorman E AD - National Public Health Laboratory, Ministry of Health, Tel-Aviv, Israel. FAU - Groisman, Luda AU - Groisman L AD - National Public Health Laboratory, Ministry of Health, Tel-Aviv, Israel. FAU - Weiner, Zeev AU - Weiner Z AD - Department of Obstetrics and Gynecology, Rambam Health Care Campus and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, POB 9602, 31096, Haifa, Israel. FAU - Rabin, Adi Malkoff AU - Rabin AM AD - Department of Obstetrics and Gynecology, Rambam Health Care Campus and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, POB 9602, 31096, Haifa, Israel. FAU - Solt, Ido AU - Solt I AD - Department of Obstetrics and Gynecology, Rambam Health Care Campus and Bruce Rappaport Faculty of Medicine, Technion, Israel Institute of Technology, POB 9602, 31096, Haifa, Israel. i_solt@rambam.health.gov.il. FAU - Levy, Amalia AU - Levy A AD - Department of Epidemiology, Biostatistics, and Community Health Sciences, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev Beer-Sheva, Beersheba, Israel. AD - Environment and Health Epidemiology Research Center, School of Public Health, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20221229 PL - England TA - Environ Health JT - Environmental health : a global access science source JID - 101147645 RN - H6241UJ22B (Selenium) RN - 7OV03QG267 (Nickel) RN - AD84R52XLF (Thallium) RN - 0 (Metals, Heavy) RN - 0R0008Q3JB (Chromium) SB - IM MH - Pregnancy MH - Infant MH - Female MH - Infant, Newborn MH - Humans MH - *Selenium MH - Cross-Sectional Studies MH - Birth Weight MH - Nickel MH - *Prenatal Exposure Delayed Effects/epidemiology MH - Thallium MH - Bayes Theorem MH - *Metals, Heavy/adverse effects MH - Chromium MH - Maternal Exposure/adverse effects PMC - PMC9798586 OTO - NOTNLM OT - Anthropometric Measures OT - BKMR OT - Metals OT - Pregnancy OT - Prenatal Exposure COIS- The authors declare that they have no competing interests. EDAT- 2022/12/30 06:00 MHDA- 2023/01/03 06:00 PMCR- 2022/12/29 CRDT- 2022/12/29 23:43 PHST- 2022/09/11 00:00 [received] PHST- 2022/12/19 00:00 [accepted] PHST- 2022/12/29 23:43 [entrez] PHST- 2022/12/30 06:00 [pubmed] PHST- 2023/01/03 06:00 [medline] PHST- 2022/12/29 00:00 [pmc-release] AID - 10.1186/s12940-022-00950-z [pii] AID - 950 [pii] AID - 10.1186/s12940-022-00950-z [doi] PST - epublish SO - Environ Health. 2022 Dec 29;21(1):139. doi: 10.1186/s12940-022-00950-z.