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Wei J, Fu D, Guo S, Tian T, Huang Y, Li Z, Wang L, Jin L, Ye W, Ren A, Yin S. Elementomics of 32 elements in cord serum depicts the risk of orofacial clefts: A case-control study in Shanxi, China. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 362:125037. [PMID: 39341412 DOI: 10.1016/j.envpol.2024.125037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 08/29/2024] [Accepted: 09/26/2024] [Indexed: 10/01/2024]
Abstract
Maternal exposure to various metallic and non-metallic elements has been linked to the occurrence of orofacial clefts (OFCs), yet there remains a dearth of comprehensive research on the potential ramifications of simultaneous exposure to multiple elements. In this study, we investigated the individual and combined effects of element exposure on OFCs in a cohort of 168 pregnant women (49 cases and 119 controls) in the Shanxi province of northern China from 2010 to 2015. Cord serum samples were obtained from all participants to analyze the levels of 32 elements using inductively coupled plasma-mass spectrometry. The study examined the independent correlation between element concentrations and OFCs using two machine screening models, Boruta and Least Absolute Shrinkage and Selection Operator. Bayesian kernel machine regression (BKMR) was utilized to determine the combined effects of key exposure elements on OFCs and to clarify the interaction between exposed elements through the generalized additive model (GAM). The screening models identified lead (Pb), tin (Sn), iron (Fe), and cesium (Cs) as the most significant risk factors for OFC development in offspring. In the BKMR model, the probability of OFCs increased with higher overall levels of these risk elements, with Pb emerging as the primary contributor to the combined effect of the mixture. The findings of the GAM indicated that the combined exposure to Pb and Sn had a synergistic effect on the risk of developing OFCs. Analysis of elemental exposure in umbilical cord serum suggested that Pb exposure may have detrimental effects on OFC development in offspring, which may be further intensified by a synergistic interaction between Sn and Pb in the occurrence of OFCs.
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Affiliation(s)
- Jing Wei
- Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, 030032, China; Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Dezheng Fu
- Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Siyu Guo
- Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China
| | - Tian Tian
- Center for Reproductive Medicine, Department of Obstetrics and Gynecology, National Clinical Research Center for Obstetrics and Gynecology, Key Laboratory of Assisted Reproduction, Ministry of Education, Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Peking University Third Hospital, Beijing, 100191, China; Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, 100191, China
| | - Yun Huang
- Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Zhiwen Li
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, 100191, China; Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Linlin Wang
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, 100191, China; Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Lei Jin
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, 100191, China; Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, 100191, China
| | - Weiping Ye
- Department of Obstetrics and Gynecology, Shanghai Putuo Maternity and Infant Hospital, 517 Tong Pu Road, Shanghai, 200062, China
| | - Aiguo Ren
- Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, 100191, China; Department of Health Care Service and Management, College of Health Science and Technology, West Yunnan University of Applied Sciences, Dali, 671000, China.
| | - Shengju Yin
- Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, China; Institute of Reproductive and Child Health/National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, 100191, China.
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Shen Y, Zhang W, Jin H, Guo F, Jin M, Chen G. Association of whole blood essential metals with neurodevelopment among preschool children. Pediatr Res 2024:10.1038/s41390-024-03729-9. [PMID: 39550514 DOI: 10.1038/s41390-024-03729-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 10/19/2024] [Accepted: 10/28/2024] [Indexed: 11/18/2024]
Abstract
BACKGROUND Essential metals may play roles in neurodevelopment. The aim was to evaluate the associations of magnesium (Mg), iron (Fe), copper (Cu), and zinc (Zn) levels with neurodevelopment among preschool children. METHODS The medical records of eligible children enrolled between January 2019 and July 2022 were retrospectively reviewed for required information. The quantitative measurement of metals was conducted using atomic absorption spectroscopy, while screening of neurodevelopment was performed using the Ages and Stages Questionnaire. Modified Poisson regression and Bayesian kernel machine regression (BKMR) analyses were used to evaluate the prevalence ratio (PR) of their independent and joint associations. RESULTS 662 (14.8%) children were found to have possible neurodevelopmental delays. Modified Poisson regression showed that Mg, Cu, and Zn levels were independently and negatively associated with the risk of neurodevelopmental delay. The PRs (95% CIs) for per log2 increment of the above metals were 0.35 (0.19-0.62), 0.57 (0.42-0.77), and 0.63 (0.42-0.96). These negative associations were more pronounced in the gross motor and personal-social domains while considering the concrete five domains. BKMR showed a negative association of metal mixture with the risk of neurodevelopmental delay. CONCLUSION Mg, Cu, and Zn were inversely associated with neurodevelopmental delay. Sufficient essential metal levels are important for neurodevelopment. IMPACT Essential metals play a key role in neurodevelopment. The association of essential metal mixture with neurodevelopment is relatively scarce. Preschool children with possible neurodevelopmental delay are found to have lower Mg, Cu, and Zn levels than their counterparts. Single Mg, Cu, Zn levels, and elevated essential metal mixture are negatively associated with the risk of possible neurodevelopmental delay.
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Affiliation(s)
- Ying Shen
- Department of Child Health Care, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Child Health, Hangzhou, China
| | - Wanting Zhang
- Department of Public Health, Zhejiang University School of Medicine, Hangzhou, China
- Jiaxing Center for Disease Control and Prevention, Jia Xing, China
| | - Huyi Jin
- Department of Public Health, Zhejiang University School of Medicine, Hangzhou, China
| | - Fanjia Guo
- Department of Public Health, Zhejiang University School of Medicine, Hangzhou, China
- Department of Environmental Health, Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Mingjuan Jin
- Department of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
| | - Guangdi Chen
- Department of Public Health, Zhejiang University School of Medicine, Hangzhou, China.
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Qiu Y, Liu Y, Gan M, Wang W, Jiang T, Jiang Y, Lv H, Lu Q, Qin R, Tao S, Huang L, Xu X, Liu C, Dou Y, Ke K, Sun T, Jiang Y, Xu B, Jin G, Ma H, Shen H, Hu Z, Lin Y, Du J. Association of prenatal multiple metal exposures with child neurodevelopment at 3 years of age: A prospective birth cohort study. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 942:173812. [PMID: 38857795 DOI: 10.1016/j.scitotenv.2024.173812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/13/2024] [Accepted: 06/04/2024] [Indexed: 06/12/2024]
Abstract
Prenatal exposures to toxic metals and trace elements have been linked to childhood neurodevelopment. However, existing evidence remains inconclusive, and further research is needed to investigate the mixture effects of multiple metal exposures on childhood neurodevelopment. We aimed to examine the associations between prenatal exposure to specific metals and metal mixtures and neurodevelopment in children. In this prospective cohort study, we used the multivariable linear regressions and the robust modified Poisson regressions to explore the associations of prenatal exposure to 25 specific metals with neurodevelopment among children at 3 years of age in 854 mother-child pairs from the Jiangsu Birth Cohort (JBC) Study. The Bayesian kernel machine regression (BKMR) was employed to assess the joint effects of multiple metals on neurodevelopment. Prenatal manganese (Mn) exposure was negatively associated with the risk of non-optimal cognition development of children, while vanadium (V), copper (Cu), zinc (Zn), antimony (Sb), cerium (Ce) and uranium (U) exposures were positively associated with the risk of non-optimal gross motor development. BKMR identified an interaction effect between Sb and Ce on non-optimal gross motor development. Additionally, an element risk score (ERS), representing the mixture effect of multiple metal exposures including V, Cu, Zn, Sb, Ce and U was constructed based on weights from a Poisson regression model. Children with ERS in the highest tertile had higher probability of non-optimal gross motor development (RR = 2.37, 95 % CI: 1.15, 4.86) versus those at the lowest tertile. Notably, Sb [conditional-posterior inclusion probabilities (cPIP) = 0.511] and U (cPIP = 0.386) mainly contributed to the increased risk of non-optimal gross motor development. The findings highlight the importance of paying attention to the joint effects of multiple metals on children's neurodevelopment. The ERS score may serve as an indicator of comprehensive metal exposure risk for children's neurodevelopment.
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Affiliation(s)
- Yun Qiu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China
| | - Yuxin Liu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Ming Gan
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Weiting Wang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Maternal, Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Tao Jiang
- Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Yangqian Jiang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Maternal, Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Hong Lv
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China
| | - Qun Lu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Maternal, Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Rui Qin
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Shiyao Tao
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Lei Huang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Maternal, Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Xin Xu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Maternal, Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Cong Liu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Yuanyan Dou
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Kang Ke
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Tianyu Sun
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Yue Jiang
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Bo Xu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Guangfu Jin
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China
| | - Hongxia Ma
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China
| | - Hongbing Shen
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China
| | - Zhibin Hu
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China
| | - Yuan Lin
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China; Department of Maternal, Child and Adolescent Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China.
| | - Jiangbo Du
- State Key Laboratory of Reproductive Medicine and Offspring Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; Department of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing 211166, Jiangsu, China; State Key Laboratory of Reproductive Medicine (Suzhou Centre), The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou 215002, Jiangsu, China.
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4
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Callovini T, Montanari S, Bardi F, Barbonetti S, Rossi S, Caso R, Mandracchia G, Margoni S, Brugnami A, Paolini M, Manfredi G, Giudice LL, Segatori D, Zanzarri A, Onori L, Calderoni C, Benini E, Marano G, Massetti M, Fiaschè F, Di Segni F, Janiri D, Simonetti A, Moccia L, Grisoni F, Ruggiero S, Bartolucci G, Biscosi M, Ferrara OM, Bernardi E, Monacelli L, Giannico AM, De Berardis D, Battisti G, Ciliberto M, Brisi C, Lisci FM, D’Onofrio AM, Restaino A, Di Benedetto L, Anesini MB, Boggio G, Specogna E, Crupi A, De Chiara E, Caroppo E, Ieritano V, Monti L, Chieffo DPR, Rinaldi L, Camardese G, Cuomo I, Brugnoli R, Kotzalidis GD, Sani G, Mazza M. Obstetric Outcomes in Women on Lithium: A Systematic Review and Meta-Analysis. J Clin Med 2024; 13:4872. [PMID: 39201016 PMCID: PMC11355283 DOI: 10.3390/jcm13164872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 08/12/2024] [Accepted: 08/16/2024] [Indexed: 09/02/2024] Open
Abstract
Background/Objectives: Lithium taken during pregnancy was linked in the past with increased risk for foetal/newborn malformations, but clinicians believe that it is worse for newborn children not to treat the mothers' underlying psychiatric illness. We set to review the available evidence of adverse foetal outcomes in women who received lithium treatment for some time during their pregnancy. Methods: We searched four databases and a register to seek papers reporting neonatal outcomes of women who took lithium during their pregnancy by using the appropriate terms. We adopted the PRISMA statement and used Delphi rounds among all the authors to assess eligibility and the Cochrane Risk-of-Bias tool to evaluate the RoB of the included studies. Results: We found 28 eligible studies, 10 of which met the criteria for inclusion in the meta-analysis. The studies regarded 1402 newborn babies and 2595 women exposed to lithium. Overall, the systematic review found slightly increased adverse pregnancy outcomes for women taking lithium for both the first trimester only and any time during pregnancy, while the meta-analysis found increased odds for cardiac or other malformations, preterm birth, and a large size for gestational age with lithium at any time during pregnancy. Conclusions: Women with BD planning a pregnancy should consider discontinuing lithium when euthymic; lithium use during the first trimester and at any time during pregnancy increases the odds for some adverse pregnancy outcomes. Once the pregnancy has started, there is no reason for discontinuing lithium; close foetal monitoring and regular blood lithium levels may obviate some disadvantages of lithium administration during pregnancy.
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Affiliation(s)
- Tommaso Callovini
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Silvia Montanari
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Francesca Bardi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Sara Barbonetti
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Sara Rossi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Romina Caso
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Giuseppe Mandracchia
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Stella Margoni
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Andrea Brugnami
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Marco Paolini
- Department of Psychiatry, Università Vita-Salute San Raffaele, 20132 Milan, Italy;
| | - Giovanni Manfredi
- UOC Psichiatria, Sant’Andrea University Hospital, Università La Sapienza of Rome, Via di Grottarossa 1035-1039, 00189 Rome, Italy;
| | - Luca Lo Giudice
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Daniele Segatori
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Andrea Zanzarri
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Luca Onori
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Claudia Calderoni
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Elisabetta Benini
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Giuseppe Marano
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Marco Massetti
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Federica Fiaschè
- ASL RM1, Presidio Ospedaliero San Filippo Neri, Servizio Psichiatrico di Diagnosi e Cura, Via Giovanni Martinotti, 20, 00135 Rome, Italy;
| | - Federica Di Segni
- ASL Roma 2, Dipartimento di Salute Mentale, Servizio Per Le Dipendenze Patologiche Distretto 7, Via dei Sestili 7, 00174 Rome, Italy;
| | - Delfina Janiri
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Alessio Simonetti
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Lorenzo Moccia
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Flavia Grisoni
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Sara Ruggiero
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Giovanni Bartolucci
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Marco Biscosi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Ottavia Marianna Ferrara
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Evelina Bernardi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Leonardo Monacelli
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Alessandro Michele Giannico
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | | | - Giulia Battisti
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Michele Ciliberto
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Caterina Brisi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Francesco Maria Lisci
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Antonio Maria D’Onofrio
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Antonio Restaino
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Luca Di Benedetto
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Maria Benedetta Anesini
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Gianluca Boggio
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Elettra Specogna
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Arianna Crupi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Emanuela De Chiara
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Emanuele Caroppo
- Department of Mental Health, Local Health Authority Roma 2, 00159 Rome, Italy;
| | - Valentina Ieritano
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Laura Monti
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (L.M.); (D.P.R.C.)
| | - Daniela Pia Rosaria Chieffo
- Clinical Psychology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy; (L.M.); (D.P.R.C.)
- Department Women Children and Public Health, Catholic University of Sacred Heart, 00168 Rome, Italy
| | - Lucio Rinaldi
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Giovanni Camardese
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Ilaria Cuomo
- ASL RM1, UOC SM Distretto XIII ASL Roma 1, CSM Via Boccea 271271, 00168 Rome, Italy;
| | - Roberto Brugnoli
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Georgios D. Kotzalidis
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Gabriele Sani
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Marianna Mazza
- Department of Psychiatry, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, L.Go Agostino Gemelli 8, 00168 Rome, Italy; (T.C.); (S.M.); (F.B.); (S.B.); (S.R.); (R.C.); (G.M.); (S.M.); (A.B.); (L.L.G.); (D.S.); (A.Z.); (L.O.); (E.B.); (M.M.); (D.J.); (A.S.); (L.M.); (F.G.); (S.R.); (G.B.); (M.B.); (O.M.F.); (E.B.); (L.M.); (A.M.G.); (G.B.); (M.C.); (C.B.); (F.M.L.); (A.M.D.); (A.R.); (L.D.B.); (M.B.A.); (G.B.); (E.S.); (A.C.); (E.D.C.); (V.I.); (L.R.); (G.C.); (R.B.); (G.D.K.); (G.S.)
- Department of Neuroscience, Section of Psychiatry, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
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Rosa MJ, Foppa Pedretti N, Goldson B, Mathews N, Merced-Nieves F, Xhani N, Bosquet Enlow M, Gershon R, Ho E, Huddleston K, Wright RO, Wright RJ, Colicino E. Integrating Data Across Multiple Sites in the Northeastern United States to Examine Associations Between a Prenatal Metal Mixture and Child Cognition. Am J Epidemiol 2024; 193:606-616. [PMID: 37981721 PMCID: PMC11484645 DOI: 10.1093/aje/kwad233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Revised: 11/10/2023] [Accepted: 11/15/2023] [Indexed: 11/21/2023] Open
Abstract
We applied a novel hierarchical Bayesian weighted quantile sum (HBWQS) regression to combine data across 3 study sites to examine associations between prenatal exposure to metals and cognitive functioning in childhood. Data from 326 mother-child dyads enrolled in an ongoing cohort study, the Programming of Intergenerational Stress Mechanisms (PRISM) Study, based in New York, New York (recruitment in 2013-2020) and Boston, Massachusetts (recruitment 2011-2013), and the First Thousand Days of Life (FTDL) cohort study (recruitment 2012-2019), based in northern Virginia, were used. Arsenic, cadmium, manganese, lead, and antimony were measured in urine collected during pregnancy. Cognitive functioning was assessed in children aged 3-11 years using the National Institutes of Health Toolbox Cognition Battery. The HBWQS regression showed a negative association between the urinary metal mixture and the Cognition Early Childhood Composite Score in the PRISM New York City (β = -3.67, 95% credible interval (CrI): -7.61, -0.01) and FTDL (β = -3.76, 95% CrI: -7.66, -0.24) samples, with a similar trend in the PRISM Boston sample (β = -3.24, 95% CrI: -6.77, 0.144). We did not detect these associations in traditionally pooled models. HBWQS regression allowed us to account for site heterogeneity and detect associations between prenatal metal-mixture exposure and cognitive outcomes in childhood. Given the ubiquity of metals exposure, interventions aimed at reducing prenatal exposure may improve cognitive outcomes in children. This article is part of a Special Collection on Environmental Epidemiology.
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Affiliation(s)
- Maria José Rosa
- Correspondence to Dr. Maria José Rosa, Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1057, New York, NY 10029 (e-mail: )
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6
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Schildroth S, Kordas K, White RF, Friedman A, Placidi D, Smith D, Lucchini RG, Wright RO, Horton M, Claus Henn B. An Industry-Relevant Metal Mixture, Iron Status, and Reported Attention-Related Behaviors in Italian Adolescents. ENVIRONMENTAL HEALTH PERSPECTIVES 2024; 132:27008. [PMID: 38363634 PMCID: PMC10871126 DOI: 10.1289/ehp12988] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 12/01/2023] [Accepted: 01/17/2024] [Indexed: 02/17/2024]
Abstract
BACKGROUND Exposure to environmental metals has been consistently associated with attention and behavioral deficits in children, and these associations may be modified by coexposure to other metals or iron (Fe) status. However, few studies have investigated Fe status as a modifier of a metal mixture, particularly with respect to attention-related behaviors. METHODS We used cross-sectional data from the Public Health Impact of Metals Exposure study, which included 707 adolescents (10-14 years of age) from Brescia, Italy. Manganese, chromium, and copper were quantified in hair samples, and lead was quantified in whole blood, using inductively coupled plasma mass spectrometry. Concentrations of Fe status markers (ferritin, hemoglobin, transferrin) were measured using immunoassays or luminescence assays. Attention-related behaviors were assessed using the Conners Rating Scales Self-Report Scale-Long Form, Parent Rating Scales Revised-Short Form, and Teacher Rating Scales Revised-Short Form. We employed Bayesian kernel machine regression to examine associations of the metal mixture with these outcomes and evaluate Fe status as a modifier. RESULTS Higher concentrations of the metals and ferritin were jointly associated with worse self-reported attention-related behaviors: metals and ferritin set to their 90th percentiles were associated with 3.0% [β = 0.03 ; 95% credible interval (CrI): - 0.01 , 0.06], 4.1% (β = 0.04 ; 95% CrI: 0.00, 0.08), and 4.1% (β = 0.04 ; 95% CrI: 0.00, 0.08) higher T -scores for self-reported attention deficit/hyperactivity disorder (ADHD) index, inattention, and hyperactivity, respectively, compared with when metals and ferritin were set to their 50th percentiles. These associations were driven by hair manganese, which exhibited nonlinear associations with all self-reported scales. There was no evidence that Fe status modified the neurotoxicity of the metal mixture. The metal mixture was not materially associated with any parent-reported or teacher-reported scale. CONCLUSIONS The overall metal mixture, driven by manganese, was adversely associated with self-reported attention-related behavior. These findings suggest that exposure to multiple environmental metals impacts adolescent neurodevelopment, which has significant public health implications. https://doi.org/10.1289/EHP12988.
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Affiliation(s)
- Samantha Schildroth
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Katarzyna Kordas
- Department of Epidemiology and Environmental Health, University at Buffalo, Buffalo, New York, USA
| | - Roberta F. White
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts, USA
- Department of Neurology, Boston University, Boston, Massachusetts, USA
| | - Alexa Friedman
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Donatella Placidi
- Department of Occupational Health, University of Brescia, Brescia, Italy
| | - Donald Smith
- Department of Microbiology and Environmental Toxicology, University of California, Santa Cruz, Santa Cruz, California, USA
| | - Roberto G. Lucchini
- Department of Occupational Health, University of Brescia, Brescia, Italy
- Department of Environmental Health Sciences, Florida International University, Miami, Florida, USA
| | - Robert O. Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Megan Horton
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Birgit Claus Henn
- Department of Environmental Health, Boston University School of Public Health, Boston, Massachusetts, USA
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7
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Liew Z, Raaschou-Nielsen O, Ritz B. Reevaluating the Association Between Autism and Lithium Exposure During Pregnancy-Reply. JAMA Pediatr 2023; 177:1241-1242. [PMID: 37782480 DOI: 10.1001/jamapediatrics.2023.3954] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Affiliation(s)
- Zeyan Liew
- Department of Environmental Health Sciences, Yale School of Public Health, New Haven, Connecticut
| | - Ole Raaschou-Nielsen
- Danish Cancer Society Research Center, Danish Cancer Society, Copenhagen, Denmark
| | - Beate Ritz
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles
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Liu Y, Zhao Y, Wu J, Liu T, Tang M, Yao Y, Xue P, He M, Xu Y, Zhang P, Gu M, Qu W, Zhang Y. Lithium impacts the function of hematopoietic stem cells via disturbing the endoplasmic reticulum stress and Hsp90 signaling. Food Chem Toxicol 2023; 181:114081. [PMID: 37783420 DOI: 10.1016/j.fct.2023.114081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/18/2023] [Accepted: 09/29/2023] [Indexed: 10/04/2023]
Abstract
Lithium (Li) has been widely used in clinical therapy and new Li-ion battery industry. To date, the impact of Li on the development of immune cells is largely unknown. The aim of this study was to investigate the impact of Li on hematopoiesis. C57BL/6 (B6) mice were treated with 50 ppm LiCl, 200 ppm LiCl, or the control via drinking water for 3 months, and thereafter the hematopoiesis was evaluated. Treatment with Li increased the number of mature lymphoid cells while suppressing the number of mature myeloid cells in mice. In addition, a direct action of Li on hematopoietic stem cells (HSC) suppressed endoplasmic reticulum (ER) stress to reduce the proliferation of HSC in the bone marrow (BM), thus leading to fewer HSC in mice. On the other hand, the suppression of ER stress by Li exposure increased the expression of Hsp90, which promoted the potential of lymphopoiesis but did not impact that for myelopoiesis in HSC in the BM of mice. Moreover, in vitro treatment with Li also likely disturbed the ER stress-Hsp90 signaling, suppressed the proliferation, and increased the potential for lymphopoiesis in human HSC. Our study reveals a previously unrecognized toxicity of Li on HSC and may advance our understanding for the immunotoxicology of Li.
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Affiliation(s)
- Yalin Liu
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Yifan Zhao
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Jiaojiao Wu
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Ting Liu
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - MengKe Tang
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Ye Yao
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Peng Xue
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Miao He
- State Key Laboratory of Medical Neurobiology, Institutes of Brain Science, Fudan University, Shanghai, 200032, China
| | - Yanyi Xu
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Peng Zhang
- Huzhou Center for Disease Control and Prevention, Zhejiang, 313000, China.
| | - Minghua Gu
- Shanghai Municipal Center for Disease Control & Prevention, Shanghai, 200336, China.
| | - Weidong Qu
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China
| | - Yubin Zhang
- School of Public Health and Key Laboratory of Public Health Safety, MOE, Fudan University, Shanghai, 200032, China.
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9
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Schildroth S, Kordas K, Bauer JA, Wright RO, Claus Henn B. Environmental Metal Exposure, Neurodevelopment, and the Role of Iron Status: a Review. Curr Environ Health Rep 2022; 9:758-787. [PMID: 35997893 DOI: 10.1007/s40572-022-00378-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/05/2022] [Indexed: 01/31/2023]
Abstract
PURPOSE OF REVIEW Exposure to environmental metals, like lead (Pb), manganese (Mn), and methylmercury (Me-Hg), has consistently been implicated in neurodevelopmental dysfunction. Recent research has focused on identifying modifying factors of metal neurotoxicity in childhood, such as age, sex, and co-exposures. Iron (Fe) status is critical for normal cognitive development during childhood, and current mechanistic, animal, and human evidence suggests that Fe status may be a modifier or mediator of associations between environmental metals and neurodevelopment. The goals of this review are to describe the current state of the epidemiologic literature on the role of Fe status (i.e., hemoglobin, ferritin, blood Fe concentrations) and Fe supplementation in the relationship between metals and children's neurodevelopment, and to identify research gaps. RECENT FINDINGS We identified 30 studies in PubMed and EMBASE that assessed Fe status as a modifier, mediator, or co-exposure of associations of Pb, Me-Hg, Mn, copper (Cu), zinc (Zn), arsenic (As), or metal mixtures measured in early life (prenatal period through 8 years of age) with cognition in children. In experimental studies, co-supplementation of Fe and Zn was associated with better memory and cognition than supplementation with either metal alone. Several observational studies reported interactions between Fe status and Pb, Mn, Zn, or As in relation to developmental indices, memory, attention, and behavior, whereby adverse associations of metals with cognition were worse among Fe-deficient children compared to Fe-sufficient children. Only two studies quantified joint associations of complex metal mixtures that included Fe with neurodevelopment, though findings from these studies were not consistent. Findings support memory and attention as two possible cognitive domains that may be both vulnerable to Fe deficiency and a target of metals toxicity. Major gaps in the literature remain, including evaluating Fe status as a modifier or mediator of metal mixtures and cognition. Given that Fe deficiency is the most common nutritional deficiency worldwide, characterizing Fe status in studies of metals toxicity is important for informing public health interventions.
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Affiliation(s)
- Samantha Schildroth
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St., Boston, MA, 02118, USA.
| | - Katarzyna Kordas
- Department of Epidemiology and Environmental Health, The State University of New York at Buffalo, Buffalo, NY, USA
| | - Julia Anglen Bauer
- Department of Epidemiology, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
| | - Robert O Wright
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Birgit Claus Henn
- Department of Environmental Health, School of Public Health, Boston University, 715 Albany St., Boston, MA, 02118, USA
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