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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
3.
Mol Psychiatry ; 26(8): 3876-3883, 2021 08.
Article in English | MEDLINE | ID: mdl-32047264

ABSTRACT

Sensitivity to external demands is essential for adaptation to dynamic environments, but comes at the cost of increased risk of adverse outcomes when facing poor environmental conditions. Here, we apply a novel methodology to perform genome-wide association analysis of mean and variance in ten key brain features (accumbens, amygdala, caudate, hippocampus, pallidum, putamen, thalamus, intracranial volume, cortical surface area, and cortical thickness), integrating genetic and neuroanatomical data from a large lifespan sample (n = 25,575 individuals; 8-89 years, mean age 51.9 years). We identify genetic loci associated with phenotypic variability in thalamus volume and cortical thickness. The variance-controlling loci involved genes with a documented role in brain and mental health and were not associated with the mean anatomical volumes. This proof-of-principle of the hypothesis of a genetic regulation of brain volume variability contributes to establishing the genetic basis of phenotypic variance (i.e., heritability), allows identifying different degrees of brain robustness across individuals, and opens new research avenues in the search for mechanisms controlling brain and mental health.


Subject(s)
Genome-Wide Association Study , Magnetic Resonance Imaging , Brain/diagnostic imaging , Humans , Middle Aged , Putamen , Thalamus
4.
Nat Commun ; 10(1): 668, 2019 02 08.
Article in English | MEDLINE | ID: mdl-30737392

ABSTRACT

Oxytocin is a neuropeptide involved in animal and human reproductive and social behavior. Three oxytocin signaling genes have been frequently implicated in human social behavior: OXT (structural gene for oxytocin), OXTR (oxytocin receptor), and CD38 (oxytocin secretion). Here, we characterized the distribution of OXT, OXTR, and CD38 mRNA across the human brain by creating voxel-by-voxel volumetric expression maps, and identified putative gene pathway interactions by comparing gene expression patterns across 20,737 genes. Expression of the three selected oxytocin pathway genes was enriched in subcortical and olfactory regions and there was high co-expression with several dopaminergic and muscarinic acetylcholine genes, reflecting an anatomical basis for critical gene pathway interactions. fMRI meta-analysis revealed that the oxytocin pathway gene maps correspond with the processing of anticipatory, appetitive, and aversive cognitive states. The oxytocin signaling system may interact with dopaminergic and muscarinic acetylcholine signaling to modulate cognitive state processes involved in complex human behaviors.


Subject(s)
Brain/metabolism , Oxytocin/metabolism , Receptors, Oxytocin/metabolism , ADP-ribosyl Cyclase 1/metabolism , Adult , Cognition/physiology , Female , Humans , Hypothalamus/metabolism , Magnetic Resonance Imaging , Male , Middle Aged , RNA, Messenger/metabolism
5.
World J Biol Psychiatry ; 19(6): 450-460, 2018 09.
Article in English | MEDLINE | ID: mdl-28635543

ABSTRACT

OBJECTIVES: Individuals with attention-deficit/hyperactivity disorder (ADHD) often have heightened levels of anxiety, which has been associated with worse performance on working memory tasks. Knowledge of the neural pathways underlying the combined presence of ADHD and anxiety may aid in a better understanding of their co-occurrence. Therefore, we investigated how anxiety modulates the effect of ADHD severity on neural activity during a visuospatial working memory (VSWM) task. METHODS: Neuroimaging data were available for 371 adolescents and young adults participating in the multicentre cohort study NeuroIMAGE (average age 17.1 years). We analysed the effects of ADHD severity, anxiety severity and their interaction on-task accuracy, and on neural activity associated with working memory (VSWM trials minus baseline), and memory load (high memory load trials minus low load trials). RESULTS: Anxiety significantly modulated the relation between ADHD severity and neural activity in the cerebellum for the working memory contrast, and bilaterally in the striatum and thalamus for the memory load contrast. CONCLUSIONS: We found that ADHD with co-occurring anxiety is associated with lowered neural activity during a VSWM task in regions important for information gating. This fits well with previous theorising on ADHD with co-occurring anxiety, and illustrates the neurobiological heterogeneity of ADHD.


Subject(s)
Anxiety Disorders/physiopathology , Anxiety/physiopathology , Attention Deficit Disorder with Hyperactivity/physiopathology , Cerebellum/physiopathology , Cognitive Dysfunction/physiopathology , Corpus Striatum/physiopathology , Functional Neuroimaging/methods , Memory, Short-Term/physiology , Severity of Illness Index , Thalamus/physiopathology , Adolescent , Adult , Anxiety/diagnostic imaging , Anxiety/epidemiology , Anxiety Disorders/diagnostic imaging , Anxiety Disorders/epidemiology , Attention Deficit Disorder with Hyperactivity/diagnostic imaging , Attention Deficit Disorder with Hyperactivity/epidemiology , Cerebellum/diagnostic imaging , Child , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/epidemiology , Cohort Studies , Comorbidity , Corpus Striatum/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Male , Thalamus/diagnostic imaging , Young Adult
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