Shared genetic architecture between autism spectrum disorder, loneliness, and social isolation reveals novel genetic loci
- PMID: 41263488
- DOI: 10.1097/YPG.0000000000000406
Shared genetic architecture between autism spectrum disorder, loneliness, and social isolation reveals novel genetic loci
Abstract
Objective: Deficits in social communication and social interaction are core features of autism spectrum disorder (ASD), and studies suggest that loneliness and social isolation are common. ASD has a strong genetic basis, but the genetic architecture and overlap with social phenotypes are not clear.
Methods: We analyzed summary statistics from genome-wide association studies on ASD (46 350), loneliness (452 302), and social isolation (288 950), using linkage disequilibrium score regression, local analysis of covariant annotation (LAVA), bivariate causal mixture model (MiXeR), and the conditional/conjunctional false discovery rate (cond/conjFDR).
Results: For ASD and social isolation, we found nonsignificant global genetic correlation (rg = 0.02, P = 0.8), but LAVA identified 72 genomic regions with bidirectional correlations, and MiXeR estimated that 8.7 k of 13.1 k variants (81%) were shared, of which 53% had concordant effect directions. For ASD and loneliness, we found a positive genetic correlation (rg = 0.26, P = 2e-10), LAVA identified 80 genomic regions with bidirectional genetic correlations, and MiXeR suggested that at least 3.8 k variants were shared. We identified nine specific shared genetic loci between ASD and loneliness and eight between ASD and social isolation (conjFDR < 0.05). Of these, 12 loci were novel for ASD. Genes mapped to these loci are involved in γ-aminobutyric acid (GABA), glutamate, calcium, and stress hormone signaling, cerebral glucose transport, TAU-accumulation, and immune function.
Conclusion: We found extensive overlap in genetic architecture between ASD, loneliness, and social isolation, with bidirectional effects. By leveraging data for ASD and social traits, we identified 12 novel ASD related genetic loci implicating several genes, thereby elucidating potential pathways underlying their shared genetic architecture.
Keywords: autism; genome-wide association study; loneliness; social isolation.
Copyright © 2025 The Author(s). Published by Wolters Kluwer Health, Inc.
References
-
- Aguet F, et al. (2017). Genetic effects on gene expression across human tissues. Nature 550:204–213.
-
- Andreassen OA, Djurovic S, Thompson WK, Schork AJ, Kendler KS, O'Donovan MC, et al.; International Consortium for Blood Pressure GWAS (2013). Improved detection of common variants associated with schizophrenia by leveraging pleiotropy with cardiovascular-disease risk factors. Am J Hum Genet 92:197–209.
-
- Auton A, Brooks LD, Durbin RM, Garrison EP, Kang HM, Korbel JO, et al.; 1000 Genomes Project Consortium (2015). A global reference for human genetic variation. Nature 526:68–74.
-
- Bahrami S, Shadrin A, Frei O, O'Connell KS, Bettella F, Krull F, et al. (2021). Genetic loci shared between major depression and intelligence with mixed directions of effect. Nat Hum Behav 5:795–801.
-
- Benjamini Y, Hochberg Y (2018). Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Stat Soc Series B Stat Methodol 57:289–300.
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