Identification of Comprehensive Genetic Factors, Pathways, and Shared Genetic Architecture of Putamen Volume in Adolescent Cohort.

Abanish Singh, Jonathan Posner
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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, Parkinson's, 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.

青少年群体壳核体积的综合遗传因素、途径和共享遗传结构的鉴定。
壳核在运动控制、学习和认知中起着关键作用,异常的壳核体积与神经精神疾病有关。利用ABCD研究的数据,我们对壳核体积进行了基因组全关联研究(GWAS),随后进行了复制和途径富集分析。接下来,我们评估了壳核体积和神经精神疾病(包括抑郁症、精神分裂症、帕金森氏症、多动症、双相情感障碍和强迫症)的共同遗传结构——使用来自本次研究和先前GWASs的SNP关联。我们在白人参与者中发现了199个全基因组显著SNP关联。大多数鉴定的snp位于基因调控区和神经元生长相关基因DCC和DSCAM中。在白人中观察到的16个最重要的关联在非白人参与者中也得到了重复。我们的ABCD GWAS分析也复制了来自先前壳核体积GWASs的21个snp,包括前8个snp中的5个。白人和非白人受试者在壳核连锁snp上存在相当大的遗传异质性,两组间的次要等位基因频率存在显著差异(Wilcoxon秩和检验的精确概率< 0.0001)。我们发现了一个与壳核体积相关的关键途径(REACTOME_DSCAM_INTERACTIONS),涉及DSCAM基因、netrin-1蛋白和/或DCC基因。此外,在bonferroni校正意义上,来自神经精神疾病的GWASs的28个独特snp与壳核体积密切相关,而至少三种疾病共有的40个snp与壳核体积相关,阈值为0.05。我们的研究结果为壳核体积遗传关联的共享遗传结构和跨种群差异提供了更深入的见解。
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