Systematic Review and Meta-Analysis: Research Using the Autism Polygenic Score
Melanie M. de WitiD, M. MORGANiD, Ilan LibedinskyiD, Chloe AusterberryiD, Sander BegeeriD, Abdel AbdellaouiiD, Angelica RonaldiD, Tinca J. C. PoldermaniD
Abstract
ObjectiveGenetic factors play a substantial role in the etiology of autism and its co-occurrence with other conditions and traits. The autism polygenic score, derived from the latest autism case-control meta-genome-wide association studies, captures some of the accumulated influence of common genetic variants on autism. We reviewed and meta-analyzed published studies that assessed the relationship between this autism polygenic score and autism diagnosis, and autistic, behavioral and neurobiological traits. MethodSystematically searching public databases, we identified 72 studies and > 750 outcome measures. Included studies received a quality assessment. ResultsThe majority of included studies were rated as good quality. The autism polygenic score was most strongly associated with autism diagnosis (meta-analytic r = .162, 95% CI .066 - .258). The autism polygenic score was also significantly associated with autistic traits but to a lesser degree than for autism (meta-analytic r = .042 (95% CI .004 - .081). Associations with other outcomes were inconsistent and meta-analytic effect sizes were generally small (median r = .03). ConclusionWe conclude that the current autism polygenic score is consistently associated with autism diagnostic status and autistic traits, but overlap between autism and other traits and conditions is not, from publications to date, explained significantly by the autism polygenic score. When compared to other mental conditions, autism is phenotypically and etiologically heterogeneous, which might drive the relatively modest associations observed with the autism polygenic score to date.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 5
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Clinical autism subscales have common genetic liabilities that are heritable, pleiotropic, and generalizable to the general population
Taylor Thomas, Tanner Koomar, … Jacob J. Michaelson·Translational PsychiatryPeer-reviewed·Jun 13, 2022
- Parental educational attainment polygenic scores contribute to phenotypic heterogeneity in offspring with autism
Shilin Gao, Yang Sui, … Tianyun Wang·medRxiv·Jun 8, 2026
- Elevated polygenic burden for ASD is associated with the broad autism phenotype
Kritika Nayar, Julia Sealock, … Molly C. Losh·bioRxiv·Nov 12, 2019
- Genetic correlates of phenotypic heterogeneity in autism
Varun Warrier, Xinhe Zhang, … Simon Baron‐Cohen·Nature GeneticsPeer-reviewed·Jun 2, 2022
- Examining the bidirectional association between emotion recognition and autistic traits using observational and genetic analyses
Zoe E. Reed, Liam Mahedy, … Marcus Robert Munafo·Journal of Child Psychology and PsychiatryPeer-reviewed·Mar 2, 2021
- The efficacy of obesity polygenic risk scores in an autistic population
David Y. Zhang, Nathan Palmer, … Isaac S. Kohane·bioRxiv·Nov 9, 2019