Identification of Comprehensive Genetic Factors, Pathways, and Shared Genetic Architecture of Putamen Volume in Adolescent Cohort
Singh, A.; Posner, J.
Show abstract
The putamen plays a key role in motor control, learning, and cognition, with abnormal putamen volumes associated with neuropsychiatric disorders. Using data from the ABCD study, we performed a genome wide association study (GWAS) of putamen volumes, followed by replication and pathway enrichment analyses. We next evaluated the shared genetic architecture of putamen volume and neuropsychiatric disorders--including depression, schizophrenia, Parkinsons, ADHD, bipolar, and OCD-- using SNP associations from this and prior GWASs. We identified 199 genome-wide significant SNP associations in White participants. Most identified SNPs were in gene regulatory regions and in the neuronal growth-linked genes, DCC and DSCAM. Sixteen of the most significant associations observed in Whites were replicated in non-White participants. Twenty-one SNPs from prior GWASs of putamen volumes were also replicated in our ABCD GWAS analysis, including five of the top eight SNPs. There was considerable genetic heterogeneity between White and non-White participants in putamen-linked SNPs with significant differences between the minor allele frequencies across the two groups (Wilcoxon rank-sum test Exact prob < 0.0001). We identified a key pathway (REACTOME_DSCAM_INTERACTIONS) associated with putamen volume that involves DSCAM gene, netrin-1 protein and/or DCC gene. In addition, 28 unique SNPs from prior GWASs of neuropsychiatric disorders were strongly associated with putamen volume at Bonferroni-corrected significance, while 40 SNPs shared by at least three disorders were associated with putamen volume at a 0.05 threshold. Our findings provide deeper insights into the shared genetic architecture and cross-population differences in genetic associations of putamen volume.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Differential and spatial expression meta-analysis of genes identified in genome-wide association studies of depression 95%
- Autism spectrum disorder common variants associated with regional lobe volume variations at birth: cross-sectional study in 273 European term neonates in developing Human Connectome Project 95%
- Multi-Omics Signatures of Alcohol Use Disorder in the Dorsal and Ventral Striatum 95%
Similar papers in this journal
Similar papers in this journal
- Gray Matter Volumetric Correlates of Attention Deficit and Hyperactivity Traits in Emerging Adolescents 95%
- A mesocorticolimbic dopamine gene network moderates the effect of early adversity on the risk for psychiatric and cardio-metabolic comorbidities 95%
- Genome-wide association study of school grades identifies a genetic overlap between language ability, psychopathology and creativity 93%
Similar papers in this journal
- Stability of Polygenic Scores Across Discovery Genome-Wide Association Studies 93%
- Whole genome sequence-based association analysis of African American individuals with bipolar disorder and schizophrenia 92%
- Accurate DNA Methylation Predictor for C9orf72 Repeat Expansion Alleles in the Pathogenic Range 91%
Similar papers in this journal
- Identifying Nootropic Drug Targets via Large-Scale Cognitive GWAS and Transcriptomics 94%
- Chronic adolescent exposure to cannabis in mice leads to sex-biased changes in gene expression networks across brain regions 94%
- Effects of Gene Dosage and Development on Subcortical Nuclei Volumes in Individuals with 22q11.2 Copy Number Variations 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.