Genome-wide association studies of infant and toddler temperament in European and multi-ancestry populations

Publication details

Published 2026
Genomics
Birkbeck University of London, University of Surrey, University College London (UCL), University of Rome Tor Vergata, Institute of Developmental and Regenerative Medicine, Department of Paediatrics, University of Oxford, Lovisenberg Diaconal Hospital, Oslo, Norwegian Institute of Public Health, University of Bristol, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Norwegian Institute of Public Health
Hollowell A, Gui A, Wigdor E, Morgan MJ, Hannigan LJ, Corfield EC, Pool R, Bruins S, Ask H, Middeldorp CM, Pourcain BS, Bartels M, Boomsma DI, Hartman CA, Noda A, Takahashi I, Ishikuro M, Obara T, Kuriyama S, Mufford MS, Lake MT, Stein DJ, Zar HJ, et al.
10.1038/s41562-026-02486-5
Hollowell A, Gui A, Wigdor E, Morgan MJ, Hannigan LJ, Corfield EC, Pool R, Bruins S, Ask H, Middeldorp CM, Pourcain BS, Bartels M, et al., Nat Hum Behav. 2026 Jul 1. doi: 10.1038/s41562-026-02486-5. Epub ahead of print. PMID: 42386913.

Summary

This study, published in Nature Human Behaviour, uses genome-wide association studies to look at infant and toddler temperament in European and multi-ancestry groups. It found that traits such as emotionality, activity, shyness and sociability are partly shaped by common genetic variation, and it identified ten genome-wide significant loci. The results also showed links between early temperament and later traits, including ADHD, autism, neuroticism, extraversion, educational attainment and cognitive performance. Two signals, near RHEBL1 and MR1, also matched gene-expression patterns in the adult cortex, which may help explain the biology behind these early behaviour differences.

Keywords: infant temperament, toddler temperament, genome-wide association study, Nature Human Behaviour, emotionality, activity, shyness, sociability, RHEBL1, MR1, ADHD, autism.

Abstract

Early temperament, such as socio-emotional development and activity level, varies widely, yet its underlying biological associations are not understood. We identified genetic variation associated with infant and toddler temperament using genome-wide association meta-analyses. We studied parent-rated emotionality, activity, shyness and sociability (n = 43,963–72,663) in the second and third postnatal years and a cross-age average. Cross-age single nucleotide polymorphism heritabilities for emotionality, activity, shyness and sociability were 6.79% (95% confidence interval (CI), (4.71%, 8.87%)), 9.55% (95% CI, (7.04%, 12.06%)), 15.26% (95% CI, (12.24%, 18.28%)) and 3.42% (95% CI, (1.30%, 5.54%)), respectively. Ten genome-wide significant loci were discovered. Two loci colocalized with expression quantitative trait loci in the adult cortex: RHEBL1 (posterior probability, 0.93; associated with activity) and MR1 (posterior probability, 0.99; with emotionality). Genetic correlations were observed between early temperament and later outcomes, such as emotionality and adult neuroticism, activity and attention deficit/hyperactivity disorder (ADHD), sociability and autism, and shyness and adult extraversion. Multi-ancestry (n = 56,083–78,894) and European-ancestry analyses gave similar results. Infant and toddler temperament is associated with genetic variation and shows genetic continuity with later outcomes.