Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children

There is increasing evidence that environmental manganese (Mn) exposure early in life can have negative effects on children's neurodevelopment and increase the risk of behavioral problems, including attention deficit hyperactivity disorder (ADHD). Factors that may contribute to differences in s...

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Main Authors: Karin Broberg, Tahir Taj, Stefano Guazzetti, Marco Peli, Giuseppa Cagna, Daniela Pineda, Donatella Placidi, Robert O. Wright, Donald R. Smith, Roberto G. Lucchini, Karin Wahlberg
Format: Article
Language:English
Published: Elsevier 2019-09-01
Series:Environment International
Online Access:http://www.sciencedirect.com/science/article/pii/S0160412019310025
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author Karin Broberg
Tahir Taj
Stefano Guazzetti
Marco Peli
Giuseppa Cagna
Daniela Pineda
Donatella Placidi
Robert O. Wright
Donald R. Smith
Roberto G. Lucchini
Karin Wahlberg
spellingShingle Karin Broberg
Tahir Taj
Stefano Guazzetti
Marco Peli
Giuseppa Cagna
Daniela Pineda
Donatella Placidi
Robert O. Wright
Donald R. Smith
Roberto G. Lucchini
Karin Wahlberg
Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
Environment International
author_facet Karin Broberg
Tahir Taj
Stefano Guazzetti
Marco Peli
Giuseppa Cagna
Daniela Pineda
Donatella Placidi
Robert O. Wright
Donald R. Smith
Roberto G. Lucchini
Karin Wahlberg
author_sort Karin Broberg
title Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
title_short Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
title_full Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
title_fullStr Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
title_full_unstemmed Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
title_sort manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in children
publisher Elsevier
series Environment International
issn 0160-4120
publishDate 2019-09-01
description There is increasing evidence that environmental manganese (Mn) exposure early in life can have negative effects on children's neurodevelopment and increase the risk of behavioral problems, including attention deficit hyperactivity disorder (ADHD). Factors that may contribute to differences in sensitivity to Mn exposure are sex and genetic variation of proteins involved in the regulation of Mn concentrations. Here we investigate if sex and polymorphisms in Mn transporter genes SLC30A10 and SLC39A8 influence the association between Mn exposure and ADHD-related behavioral problems in children.The SNPs rs1776029 and rs12064812 in SLC30A10, and rs13107325 in SLC39A8 were genotyped by TaqMan PCR or pyrosequencing in a population of Italian children (aged 11–14 years; n = 645) with a wide range of environmental Mn exposure. Mn in surface soil was measured in situ using XRF technology or modeled by geospatial analysis. Linear regression models or generalized additive models (GAM) were used for analyzing associations between soil Mn and neurobehavioral problems assessed by the Conners' behavior rating scales (self-, and parent-reported). Gene-environment interactions (Mn transporter genotype x soil Mn) were evaluated using a genetic score in which genotypes for the three SNPs were combined based on their association with blood Mn, as an indication of their influence on Mn regulation.We observed differences in associations between soil Mn and neurobehavior between sexes. For several self-reported Conners' scales, girls showed U-shaped relationships with higher (worse) Conners' scoring at higher soil Mn levels, and several parent-reported scales showed positive linear relationships between increasing soil Mn and higher Conner's scores. For boys, we observed a positive linear relationship with soil Mn for one Conner's outcome only (hyperactivity, parent-reported). We also observed some interactions between soil Mn and the genetic score on Conner's scales in girls and girls with genotypes linked to high blood Mn showed particularly strong positive associations between soil Mn and parent-reported Conners' scales.Our results indicate that sex and polymorphisms in Mn transporter genes contribute to differences in sensitivity to Mn exposure from the environment and that girls that are genetically less efficient at regulating Mn, may be a particularly vulnerable group. Keywords: Manganese exposure, SLC30A10, SLC39A8, Gene-environment interactions, Neurodevelopment, ADHD
url http://www.sciencedirect.com/science/article/pii/S0160412019310025
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spelling doaj-11af4db97b0b4f55be8d50d799cde6502020-11-25T02:17:59ZengElsevierEnvironment International0160-41202019-09-01130Manganese transporter genetics and sex modify the association between environmental manganese exposure and neurobehavioral outcomes in childrenKarin Broberg0Tahir Taj1Stefano Guazzetti2Marco Peli3Giuseppa Cagna4Daniela Pineda5Donatella Placidi6Robert O. Wright7Donald R. Smith8Roberto G. Lucchini9Karin Wahlberg10Division of Occupational and Environmental Medicine, Lund University, Klinikgatan 21, 221 85 Lund, Sweden; Institute of Environmental Medicine, Karolinska Institutet, Nobels väg 13, 171 65 Solna, SwedenDiet, Genes and Environment, Danish Cancer Society Research Center, Copenhagen, DenmarkAzienda USL-IRCCS di Reggio Emilia, Reggio Emilia, ItalyMedical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa, 11, 25123 Brescia, BS, ItalyMedical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa, 11, 25123 Brescia, BS, ItalyDivision of Occupational and Environmental Medicine, Lund University, Klinikgatan 21, 221 85 Lund, SwedenMedical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa, 11, 25123 Brescia, BS, ItalyIcahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY 10029-5674, USAMicrobiology and Environmental Toxicology, University of California, 1156 High Street, Santa Cruz, CA 95064, USAMedical and Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, Viale Europa, 11, 25123 Brescia, BS, Italy; Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY 10029-5674, USADivision of Occupational and Environmental Medicine, Lund University, Klinikgatan 21, 221 85 Lund, Sweden; Corresponding author at: Division of Occupational and Environmental Medicine, Lund University, Scheelevägen 8, hus 402 A, 223 81 Lund, Sweden.There is increasing evidence that environmental manganese (Mn) exposure early in life can have negative effects on children's neurodevelopment and increase the risk of behavioral problems, including attention deficit hyperactivity disorder (ADHD). Factors that may contribute to differences in sensitivity to Mn exposure are sex and genetic variation of proteins involved in the regulation of Mn concentrations. Here we investigate if sex and polymorphisms in Mn transporter genes SLC30A10 and SLC39A8 influence the association between Mn exposure and ADHD-related behavioral problems in children.The SNPs rs1776029 and rs12064812 in SLC30A10, and rs13107325 in SLC39A8 were genotyped by TaqMan PCR or pyrosequencing in a population of Italian children (aged 11–14 years; n = 645) with a wide range of environmental Mn exposure. Mn in surface soil was measured in situ using XRF technology or modeled by geospatial analysis. Linear regression models or generalized additive models (GAM) were used for analyzing associations between soil Mn and neurobehavioral problems assessed by the Conners' behavior rating scales (self-, and parent-reported). Gene-environment interactions (Mn transporter genotype x soil Mn) were evaluated using a genetic score in which genotypes for the three SNPs were combined based on their association with blood Mn, as an indication of their influence on Mn regulation.We observed differences in associations between soil Mn and neurobehavior between sexes. For several self-reported Conners' scales, girls showed U-shaped relationships with higher (worse) Conners' scoring at higher soil Mn levels, and several parent-reported scales showed positive linear relationships between increasing soil Mn and higher Conner's scores. For boys, we observed a positive linear relationship with soil Mn for one Conner's outcome only (hyperactivity, parent-reported). We also observed some interactions between soil Mn and the genetic score on Conner's scales in girls and girls with genotypes linked to high blood Mn showed particularly strong positive associations between soil Mn and parent-reported Conners' scales.Our results indicate that sex and polymorphisms in Mn transporter genes contribute to differences in sensitivity to Mn exposure from the environment and that girls that are genetically less efficient at regulating Mn, may be a particularly vulnerable group. Keywords: Manganese exposure, SLC30A10, SLC39A8, Gene-environment interactions, Neurodevelopment, ADHDhttp://www.sciencedirect.com/science/article/pii/S0160412019310025