Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland.
Am J Med Genet B Neuropsychiatr Genet. 2020 Jan;183(1):61-73. doi: 10.1002/ajmg.b.32761. Epub 2019 Sep 10.
Recent genome-wide association studies (GWAS) identified numerous schizophrenia (SZ) and Alzheimer's disease (AD) associated loci, most outside protein-coding regions and hypothesized to affect gene transcription. We used a massively parallel reporter assay to screen, 1,049 SZ and 30 AD variants in 64 and nine loci, respectively for allele differences in driving reporter gene expression. A library of synthetic oligonucleotides assaying each allele five times was transfected into K562 chronic myelogenous leukemia lymphoblasts and SK-SY5Y human neuroblastoma cells. One hundred forty eight variants showed allelic differences in K562 and 53 in SK-SY5Y cells, on average 2.6 variants per locus. Nine showed significant differences in both lines, a modest overlap reflecting different regulatory landscapes of these lines that also differ significantly in chromatin marks. Eight of nine were in the same direction. We observe no preference for risk alleles to increase or decrease expression. We find a positive correlation between the number of SNPs in linkage disequilibrium and the proportion of functional SNPs supporting combinatorial effects that may lead to haplotype selection. Our results prioritize future functional follow up of disease associated SNPs to determine the driver GWAS variant(s), at each locus and enhance our understanding of gene regulation dynamics.
最近的全基因组关联研究(GWAS)确定了许多精神分裂症(SZ)和阿尔茨海默病(AD)相关的基因座,大多数位于蛋白质编码区之外,据推测它们会影响基因转录。我们使用大规模平行报告基因检测,在 64 个 SZ 和九个 AD 基因座中分别检测了 1049 个和 30 个变体,以检测等位基因差异对报告基因表达的影响。我们构建了一个包含每个等位基因五次检测的合成寡核苷酸文库,并将其转染到 K562 慢性髓性白血病淋巴母细胞和 SK-SY5Y 人神经母细胞瘤中。有 148 个变体在 K562 细胞中表现出等位基因差异,53 个变体在 SK-SY5Y 细胞中表现出等位基因差异,平均每个基因座有 2.6 个变体。有 9 个变体在两种细胞系中均表现出显著差异,这种适度的重叠反映了这两种细胞系的不同调控景观,它们在染色质标记上也有显著差异。这 9 个变体中有 8 个的方向一致。我们没有观察到风险等位基因增加或减少表达的偏好。我们发现,连锁不平衡中 SNP 数量与支持组合效应的功能性 SNP 比例之间存在正相关,这可能导致单倍型选择。我们的结果优先考虑对疾病相关 SNP 的未来功能后续研究,以确定每个基因座的驱动 GWAS 变体,并增强我们对基因调控动态的理解。