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1.
Mol Psychiatry ; 27(12): 5167-5176, 2022 12.
Article in English | MEDLINE | ID: mdl-36100668

ABSTRACT

Patients with schizophrenia have consistently shown brain volumetric abnormalities, implicating both etiological and pathological processes. However, the genetic relationship between schizophrenia and brain volumetric abnormalities remains poorly understood. Here, we applied novel statistical genetic approaches (MiXeR and conjunctional false discovery rate analysis) to investigate genetic overlap with mixed effect directions using independent genome-wide association studies of schizophrenia (n = 130,644) and brain volumetric phenotypes, including subcortical brain and intracranial volumes (n = 33,735). We found brain volumetric phenotypes share substantial genetic variants (74-96%) with schizophrenia, and observed 107 distinct shared loci with sign consistency in independent samples. Genes mapped by shared loci revealed (1) significant enrichment in neurodevelopmental biological processes, (2) three co-expression clusters with peak expression at the prenatal stage, and (3) genetically imputed thalamic expression of CRHR1 and ARL17A was associated with the thalamic volume as early as in childhood. Together, our findings provide evidence of shared genetic architecture between schizophrenia and brain volumetric phenotypes and suggest that altered early neurodevelopmental processes and brain development in childhood may be involved in schizophrenia development.


Subject(s)
Schizophrenia , Humans , Schizophrenia/genetics , Genome-Wide Association Study , Brain/pathology , Phenotype , Thalamus , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Genetic Loci
2.
Nat Commun ; 12(1): 2909, 2021 05 18.
Article in English | MEDLINE | ID: mdl-34006833

ABSTRACT

The thalamus is a vital communication hub in the center of the brain and consists of distinct nuclei critical for consciousness and higher-order cortical functions. Structural and functional thalamic alterations are involved in the pathogenesis of common brain disorders, yet the genetic architecture of the thalamus remains largely unknown. Here, using brain scans and genotype data from 30,114 individuals, we identify 55 lead single nucleotide polymorphisms (SNPs) within 42 genetic loci and 391 genes associated with volumes of the thalamus and its nuclei. In an independent validation sample (n = 5173) 53 out of the 55 lead SNPs of the discovery sample show the same effect direction (sign test, P = 8.6e-14). We map the genetic relationship between thalamic nuclei and 180 cerebral cortical areas and find overlapping genetic architectures consistent with thalamocortical connectivity. Pleiotropy analyses between thalamic volumes and ten psychiatric and neurological disorders reveal shared variants for all disorders. Together, these analyses identify genetic loci linked to thalamic nuclei and substantiate the emerging view of the thalamus having central roles in cortical functioning and common brain disorders.


Subject(s)
Brain Diseases/genetics , Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/methods , Polymorphism, Single Nucleotide , Thalamus/metabolism , Brain Diseases/classification , Brain Mapping/methods , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/metabolism , Genetic Loci/genetics , Genome, Human/genetics , Humans , Linkage Disequilibrium , Magnetic Resonance Imaging/methods , Mental Disorders/classification , Mental Disorders/genetics , Quantitative Trait Loci/genetics , Thalamic Nuclei/diagnostic imaging , Thalamic Nuclei/metabolism , Thalamus/diagnostic imaging
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