TY - JOUR
T1 - Developmentally Sensitive Interaction Effects of Genes and the Social Environment on Total and Subcortical Brain Volumes
AU - Richards, Jennifer S
AU - Arias Vásquez, Alejandro
AU - Franke, Barbara
AU - Hoekstra, Pieter J
AU - Heslenfeld, Dirk J
AU - Oosterlaan, Jaap
AU - Faraone, Stephen V
AU - Buitelaar, Jan K
AU - Hartman, Catharina A
PY - 2016/5/24
Y1 - 2016/5/24
N2 - Smaller total brain and subcortical volumes have been linked to psychopathology including attention-deficit/hyperactivity disorder (ADHD). Identifying mechanisms underlying these alterations, therefore, is of great importance. We investigated the role of gene-environment interactions (GxE) in interindividual variability of total gray matter (GM), caudate, and putamen volumes. Brain volumes were derived from structural magnetic resonance imaging scans in participants with (N = 312) and without ADHD (N = 437) from N = 402 families (age M = 17.00, SD = 3.60). GxE effects between DAT1, 5-HTT, and DRD4 and social environments (maternal expressed warmth and criticism; positive and deviant peer affiliation) as well as the possible moderating effect of age were examined using linear mixed modeling. We also tested whether findings depended on ADHD severity. Deviant peer affiliation was associated with lower caudate volume. Participants with low deviant peer affiliations had larger total GM volumes with increasing age. Likewise, developmentally sensitive GxE effects were found on total GM and putamen volume. For total GM, differential age effects were found for DAT1 9-repeat and HTTLPR L/L genotypes, depending on the amount of positive peer affiliation. For putamen volume, DRD4 7-repeat carriers and DAT1 10/10 homozygotes showed opposite age relations depending on positive peer affiliation and maternal criticism, respectively. All results were independent of ADHD severity. The presence of differential age-dependent GxE effects might explain the diverse and sometimes opposing results of environmental and genetic effects on brain volumes observed so far.
AB - Smaller total brain and subcortical volumes have been linked to psychopathology including attention-deficit/hyperactivity disorder (ADHD). Identifying mechanisms underlying these alterations, therefore, is of great importance. We investigated the role of gene-environment interactions (GxE) in interindividual variability of total gray matter (GM), caudate, and putamen volumes. Brain volumes were derived from structural magnetic resonance imaging scans in participants with (N = 312) and without ADHD (N = 437) from N = 402 families (age M = 17.00, SD = 3.60). GxE effects between DAT1, 5-HTT, and DRD4 and social environments (maternal expressed warmth and criticism; positive and deviant peer affiliation) as well as the possible moderating effect of age were examined using linear mixed modeling. We also tested whether findings depended on ADHD severity. Deviant peer affiliation was associated with lower caudate volume. Participants with low deviant peer affiliations had larger total GM volumes with increasing age. Likewise, developmentally sensitive GxE effects were found on total GM and putamen volume. For total GM, differential age effects were found for DAT1 9-repeat and HTTLPR L/L genotypes, depending on the amount of positive peer affiliation. For putamen volume, DRD4 7-repeat carriers and DAT1 10/10 homozygotes showed opposite age relations depending on positive peer affiliation and maternal criticism, respectively. All results were independent of ADHD severity. The presence of differential age-dependent GxE effects might explain the diverse and sometimes opposing results of environmental and genetic effects on brain volumes observed so far.
KW - ATTENTION-DEFICIT/HYPERACTIVITY DISORDER
KW - SEROTONIN TRANSPORTER GENE
KW - DEFICIT HYPERACTIVITY DISORDER
KW - MATERNAL EXPRESSED EMOTION
KW - DEVIANT PEER AFFILIATION
KW - TWIN DIFFERENCES DESIGN
KW - EARLY-LIFE STRESS
KW - HIPPOCAMPAL VOLUMES
KW - MAJOR DEPRESSION
KW - GRAY-MATTER
U2 - 10.1371/journal.pone.0155755
DO - 10.1371/journal.pone.0155755
M3 - Article
C2 - 27218681
SN - 1932-6203
VL - 11
JO - PLoS ONE
JF - PLoS ONE
IS - 5
M1 - e0155755
ER -