bioRxivGeneticsPreprint
Cross-disorder GWAS meta-analysis for Attention Deficit/Hyperactivity Disorder, Autism Spectrum Disorder, Obsessive Compulsive Disorder, and Tourette Syndrome
Zhiyu YangiD, Hanrui WuiD, Phil Hyoun LeeiD, Fotis TsetsosiD, Lea Karatheodoris DavisiD, Dongmei YuiD, Sang LeeiD, Søren DalsgaardiD, Jan HaavikiD, Csaba BartaiD, Tetyana ZayatsiD, Valsamma EapeniD, Naomi R. WrayiD, Bernie DevliniD, Mark J. DalyiD, Benjamin M. NealeiD, Anders Dupont BørglumiD, James J. CrowleyiD, Jeremiah M. ScharfiD, Carol A. MathewsiD, Stephen V. FaraoneiD, Barbara FrankeiD, Manuel MattheiseniD, Jordan W. SmolleriD, Peristera PaschouiD
Abstract
Attention Deficit/Hyperactivity Disorder (ADHD), Autism Spectrum Disorder (ASD), Obsessive-Compulsive Disorder (OCD), and Tourette Syndrome (TS) are among the most prevalent neurodevelopmental psychiatric disorders of childhood and adolescence. High comorbidity rates across these four disorders point toward a common etiological thread that could be connecting them across the repetitive behaviors-impulsivity-compulsivity continuum. Aiming to uncover the shared genetic basis across ADHD, ASD, OCD, and TS, we undertake a systematic cross-disorder meta-analysis, integrating summary statistics from all currently available genome-wide association studies (GWAS) for these disorders, as made available by the Psychiatric Genomics Consortium (PGC) and the Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPSYCH). We present analysis of a combined dataset of 93,294 individuals, across 6,788,510 markers and investigate associations on the single-nucleotide polymorphism (SNP), gene and pathway levels across all four disorders but also pairwise. In the ADHD-ASD-OCD-TS cross disorder GWAS meta-analysis, we uncover in total 297 genomewide significant variants from six LD (linkage disequilibrium) -independent genomic risk regions. Out of these genomewide significant association results, 199 SNPs, that map onto four genomic regions, show high posterior probability for association with at least three of the studied disorders (m-value>0.9). Gene-based GWAS meta-analysis across ADHD, ASD, OCD, and TS identified 21 genes significantly associated under Bonferroni correction. Out of those, 15 could not be identified as significantly associated based on the individual disorder GWAS dataset, indicating increased power in the cross-disorder comparisons. Cross-disorder tissue-specificity analysis implicates the Hypothalamus-Pituitary-Adrenal axis (stress response) as possibly underlying shared pathophysiology across ADHD, ASD, OCD, and TS. Our work highlights genetic variants and genes that may contribute to overlapping neurobiology across the four studied disorders and highlights the value of re-defining the framework for the study across this spectrum of highly comorbid disorders, by using transdiagnostic approaches.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- approach: statistical model
- Citations
- 9
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
- Investigating regions of shared genetic variation in attention deficit/hyperactivity disorder and major depressive disorder: A GWAS meta-analysis
Victoria E. Powell, Joanna Martin, … Richard Anney·Scientific ReportsPeer-reviewed·Apr 1, 2021
- Combining multivariate genomic approaches to elucidate the comorbidity between ASD and ADHD
Hugo Peyre, Tabea Schoeler, … Jean‐Baptiste Pingault·bioRxiv·Apr 22, 2020
- Comprehensive exploration of the genetic contribution of the dopaminergic and serotonergic pathways to psychiatric disorders
Judit Cabana‐Domínguez, Bàrbara Torrico, … Bru Cormand·Translational PsychiatryPeer-reviewed·Jan 10, 2022
- Identification of risk variants and characterization of the polygenic architecture of disruptive behavior disorders in the context of ADHD
Ditte Demontis, Raymond Kenney Walters, … Anders Dupont Børglum·bioRxiv·Oct 20, 2019
- Shared risk alleles with discordant polygenic effects: Disentangling the genetic overlap between ASD and ADHD
Ellen Verhoef, Jakob Grove, … Beaté St Pourcain·bioRxiv·Sep 4, 2019
- Localizing genomic regions contributing to the extremes of externalizing behavior: ADHD, aggressive and antisocial behaviors
Mariana L. Rodríguez-López, Hilleke E. Hulshoff Pol, … Marieke Klein·bioRxiv·Dec 3, 2020