TY - JOUR
T1 - Continuity of Genetic Risk for Aggressive Behavior Across the Life-Course
AU - the ACTION Consortium
AU - van der Laan, Camiel M.
AU - Morosoli-García, José J.
AU - van de Weijer, Steve G.A.
AU - Colodro-Conde, Lucía
AU - Ip, Hill F.
AU - van der Laan, Camiel M.
AU - Krapohl, Eva M.L.
AU - Brikell, Isabell
AU - Sánchez-Mora, Cristina
AU - Nolte, Ilja M.
AU - Pourcain, Beate St
AU - Bolhuis, Koen
AU - Palviainen, Teemu
AU - Zafarmand, Hadi
AU - Gordon, Scott
AU - Zayats, Tetyana
AU - Aliev, Fazil
AU - Jiang, Chang
AU - Wang, Carol A.
AU - Saunders, Gretchen
AU - Karhunen, Ville
AU - Hammerschlag, Anke R.
AU - Adkins, Daniel E.
AU - Border, Richard
AU - Peterson, Roseann E.
AU - Prinz, Joseph A.
AU - Thiering, Elisabeth
AU - Seppälä, Ilkka
AU - Vilor-Tejedor, Natàlia
AU - Ahluwalia, Tarunveer S.
AU - Day, Felix R.
AU - Allegrini, Andrea G.
AU - Rimfeld, Kaili
AU - Chen, Qi
AU - Lu, Yi
AU - Martin, Joanna
AU - Artigas, María Soler
AU - Rovira, Paula
AU - Bosch, Rosa
AU - Español, Gemma
AU - Quiroga, Josep Antoni Ramos
AU - Neumann, Alexander
AU - Ensink, Judith
AU - Grasby, Katrina
AU - Tong, Xiaoran
AU - Marrington, Shelby
AU - Middeldorp, Christel
AU - Scott, James G.
AU - McGue, Matt
AU - Iacono, William
N1 - Publisher Copyright:
© 2021, The Author(s).
PY - 2021/9
Y1 - 2021/9
N2 - We test whether genetic influences that explain individual differences in aggression in early life also explain individual differences across the life-course. In two cohorts from The Netherlands (N = 13,471) and Australia (N = 5628), polygenic scores (PGSs) were computed based on a genome-wide meta-analysis of childhood/adolescence aggression. In a novel analytic approach, we ran a mixed effects model for each age (Netherlands: 12–70 years, Australia: 16–73 years), with observations at the focus age weighted as 1, and decaying weights for ages further away. We call this approach a ‘rolling weights’ model. In The Netherlands, the estimated effect of the PGS was relatively similar from age 12 to age 41, and decreased from age 41–70. In Australia, there was a peak in the effect of the PGS around age 40 years. These results are a first indication from a molecular genetics perspective that genetic influences on aggressive behavior that are expressed in childhood continue to play a role later in life.
AB - We test whether genetic influences that explain individual differences in aggression in early life also explain individual differences across the life-course. In two cohorts from The Netherlands (N = 13,471) and Australia (N = 5628), polygenic scores (PGSs) were computed based on a genome-wide meta-analysis of childhood/adolescence aggression. In a novel analytic approach, we ran a mixed effects model for each age (Netherlands: 12–70 years, Australia: 16–73 years), with observations at the focus age weighted as 1, and decaying weights for ages further away. We call this approach a ‘rolling weights’ model. In The Netherlands, the estimated effect of the PGS was relatively similar from age 12 to age 41, and decreased from age 41–70. In Australia, there was a peak in the effect of the PGS around age 40 years. These results are a first indication from a molecular genetics perspective that genetic influences on aggressive behavior that are expressed in childhood continue to play a role later in life.
KW - Aggression
KW - Aggressive behavior
KW - Development
KW - Life-course
KW - Polygenic score
KW - Rolling weights
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U2 - 10.1007/s10519-021-10076-6
DO - 10.1007/s10519-021-10076-6
M3 - Article
C2 - 34390460
AN - SCOPUS:85116861074
SN - 0001-8244
VL - 51
SP - 592
EP - 606
JO - Behavior genetics
JF - Behavior genetics
IS - 5
ER -