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Pleiotropic Meta-Analysis of Cognition Education and Schizophrenia Differentiates Roles of Early Neurodevelopmental and Adult Synaptic Pathways

机译:认知教育和精神分裂症的多效性荟萃分析区分了早期神经发育和成人突触通路的作用。

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摘要

Susceptibility to schizophrenia is inversely correlated with general cognitive ability at both the phenotypic and the genetic level. Paradoxically, a modest but consistent positive genetic correlation has been reported between schizophrenia and educational attainment, despite the strong positive genetic correlation between cognitive ability and educational attainment. Here we leverage published genome-wide association studies (GWASs) in cognitive ability, education, and schizophrenia to parse biological mechanisms underlying these results. Association analysis based on subsets (ASSET), a pleiotropic meta-analytic technique, allowed jointly associated loci to be identified and characterized. Specifically, we identified subsets of variants associated in the expected (“concordant”) direction across all three phenotypes (i.e., greater risk for schizophrenia, lower cognitive ability, and lower educational attainment); these were contrasted with variants that demonstrated the counterintuitive (“discordant”) relationship between education and schizophrenia (i.e., greater risk for schizophrenia and higher educational attainment). ASSET analysis revealed 235 independent loci associated with cognitive ability, education, and/or schizophrenia at p < 5 × 10 . Pleiotropic analysis successfully identified more than 100 loci that were not significant in the input GWASs. Many of these have been validated by larger, more recent single-phenotype GWASs. Leveraging the joint genetic correlations of cognitive ability, education, and schizophrenia, we were able to dissociate two distinct biological mechanisms—early neurodevelopmental pathways that characterize concordant allelic variation and adulthood synaptic pruning pathways—that were linked to the paradoxical positive genetic association between education and schizophrenia. Furthermore, genetic correlation analyses revealed that these mechanisms contribute not only to the etiopathogenesis of schizophrenia but also to the broader biological dimensions implicated in both general health outcomes and psychiatric illness.
机译:在表型和遗传水平上,精神分裂症的易感性与一般认知能力成反比。矛盾的是,尽管认知能力和受教育程度之间存在很强的正相关性,但据报道精神分裂症与受教育程度之间存在适度但一致的正相关性。在这里,我们利用已发表的全基因组关联研究(GWAS)进行认知能力,教育和精神分裂症的研究,以分析这些结果背后的生物学机制。基于子集的关联分析(ASSET),一种多效性元分析技术,可以识别和表征联合关联的基因座。具体而言,我们在所有三种表型(即,精神分裂症的较高风险,较低的认知能力和较低的受教育程度)中确定了与预期(“一致”)方向相关的变异子集;这些与形成差异的变量进行了对比,这些变量表明了教育与精神分裂症之间存在违反直觉的(“不一致”)关系(即,精神分裂症的风险更高,受教育程度更高)。 ASSET分析显示235个独立位点与认知能力,教育程度和/或精神分裂症相关,p <5×10。多向性分析成功地确定了100多个在输入GWAS中不重要的位点。其中许多已通过更大,最新的单表型GWAS进行了验证。利用认知能力,教育和精神分裂症的联合遗传相关性,我们能够分离出两种不同的生物学机制(表征一致的等位基因变异和成年突触修剪途径的早期神经发育途径),这与教育与精神分裂症之间的自相矛盾的正向遗传联系有关。精神分裂症。此外,遗传相关性分析显示,这些机制不仅有助于精神分裂症的病因,而且还有助于牵涉一般健康结果和精神疾病的更广泛的生物学层面。

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