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A vast resource of allelic expression data spanning human tissues

机译:跨越人类组织的等位基因表达数据的巨大资源

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摘要

Capturing cis-regulatory effects with phased allelic expression data. a The presence of a heterozygous cis-regulatory variant or eQTL produces an expression-level imbalance between the two haplotypes, which can be detected using allelic expression analysis. b RNA-seq reads overlapping heterozygous SNPs in expressed regions of the gene can be used to quantify the expression of alleles relative to one another. These SNPs can be phased with each other and their counts aggregated to produce haplotype-level expression estimates, or haplotypic counts. The effects of regulatory variants can be captured by phasing them with haplotypic counts. c Spearman correlation across the 49 GTEx v8 tissues where eQTLs were called between eQTL effect size (allelic fold change, aFC) and effect size measured using AE data from the single SNP with the highest coverage (SNP AE) or haplotype-level AE generated with phASER (phASER). Results are shown with and without allelic mapping bias correction from WASP. In each tissue, only a single top significant (FDR < 5%) eQTL per gene was analyzed. p values were calculated using a Wilcoxon paired signed rank test. For boxplots, bottom whisker: Q1 − 1.5*interquartile range (IQR), top whisker: Q3 + 1.5*IQR, box: IQR, and center: median
机译:使用相位的等位基因表达数据捕获顺式调节效应。杂合CIS-调节变体或EQT1的存在在两个单倍型之间产生表达水平不平衡,其可以使用等位基因表达分析检测。 B RNA-SEQ读取在基因的表达区域中的重叠杂合子SNP可用于量化相对于彼此的等位基因的表达。这些SNP可以彼此相位,它们的计数聚集以产生单倍型级表达估计或单倍型计数。通过用单倍型计数逐相阶段可以捕获调节变体的影响。 C跨越49 GTEX V8组织的Spearman相关性,其中通过使用来自单个SNP的AE数据测量的EQTL效应大小(等位基因折叠变化,AFC)和效果大小与具有最高覆盖(SNP AE)或单倍型水平AE产生的AE数据之间的效果大小phaser(phaser)。结果显示,不具有来自黄蜂的等位基因映射偏差校正。在每个组织中,分析了每个基因的单个顶部显着(FDR <5%)EQT1。使用Wilcoxon成对签名等级测试计算P值。对于Boxplots,底部晶须:Q1 - 1.5 *四分位数范围(IQR),顶部晶想:Q3 + 1.5 * IQR,Box:IQR和中心:中位数

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