A phenome-wide association study of cross-disorder genetic liability in youth genetically similar to individuals from European reference populations

Sarah E. Paul, Sarah M. C. Colbert, Aaron J. Gorelik, Emma C. Johnson, Alexander S. Hatoum, David A. A. Baranger, Isabella S. Hansen, I. Nagella, L. Blaydon, A. Hornstein, Nourhan M. Elsayed, Deanna M. Barch, Ryan Bogdan, Nicole R. Karcher
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Abstract

Etiologic insights into psychopathology may be gained by using hypothesis-free methods to identify associations between genetic risk for broad psychopathology and phenotypes measured during adolescence, including both markers of child psychopathology and intermediate phenotypes such as neural structure that may link genetic risk with outcomes. Here we conducted an exploratory phenome-wide association study (phenotype n = 1,271–1,697) of polygenic risk scores (PRS) for broad-spectrum psychopathology (that is, compulsive, psychotic, neurodevelopmental and internalizing) in youth most genetically similar to individuals from European reference populations (n = 5,556; ages 9–13) who completed the baseline and/or 2-year follow-up of the ongoing Adolescent Brain Cognitive Development Study. We found that neurodevelopmental and internalizing PRS were significantly associated with phenotypes across multiple domains (neurodevelopmental, 190 and 214 (147 and 165 after pruning correlated phenotypes at an r2 of 0.6); internalizing, 124 and 183 (93 and 131 after pruning) phenotypes at baseline and 2-year follow-up, respectively), whereas compulsive and psychotic PRS showed zero and two significant associations, respectively, after Bonferroni correction. Compulsive, psychotic and neurodevelopmental PRS were further associated with brain structure metrics, with minimal evidence that brain structure indirectly linked PRS to 2-year follow-up outcomes. Genetic variation influencing risk to psychopathology manifests broadly as behaviors, psychopathology symptoms and related risk factors in middle childhood and early adolescence. Using an exploratory phenome-wide association study of polygenic risk scores (PRS) in children aged 9–13 from the Adolescent Brain Cognitive Development Study cohort, the authors identify neurodevelopmental and internalizing PRS associations with multiple phenotypes similar to the constituent GWAS indicators (for example, neurodevelopmental and internalizing traits) as well as cross-trait phenotypes (for example, screen time, cortical volume).

Abstract Image

与欧洲参照人群中的个体基因相似的青少年跨障碍遗传责任的全表象关联研究
通过使用无假设方法来确定广谱精神病理学遗传风险与青春期测量表型之间的关联,包括儿童精神病理学标记物和可能将遗传风险与结果联系起来的中间表型(如神经结构),可以获得有关精神病理学的病因学见解。在此,我们对与欧洲参照人群(n = 5556;9-13 岁)中完成了正在进行的青少年大脑认知发展研究基线和/或 2 年随访的个体(n = 5556;9-13 岁)基因最相似的青少年进行了一项探索性全表型关联研究(表型 n = 1,271-1,697),研究对象为广谱精神病理学(即强迫性、精神病性、神经发育性和内化性)的多基因风险评分 (PRS)。我们发现,神经发育型和内化型 PRS 与多个领域的表型显著相关(神经发育型,190 和 214(剪枝后 147 和 165)个相关表型,r2 为 0.6;内化型,基线和 2 年随访时分别有 124 和 183(剪枝后 93 和 131)个表型),而强迫型和精神病型 PRS 在 Bonferroni 校正后分别显示出 0 和 2 个显著相关。强迫性 PRS、精神病性 PRS 和神经发育性 PRS 与大脑结构指标进一步相关,只有极少证据表明大脑结构间接地将 PRS 与 2 年随访结果联系在一起。影响精神病理学风险的遗传变异广泛表现为行为、精神病理学症状以及中童年期和青春期早期的相关风险因素。通过对青少年大脑认知发展研究队列中 9-13 岁儿童的多基因风险评分(PRS)进行探索性全表型关联研究,作者确定了神经发育和内化 PRS 与多个表型的关联,这些表型与组成 GWAS 指标(如神经发育和内化特征)以及跨表型表型(如屏幕时间、皮质体积)相似。
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