BRCF Bioinformatics Core, University of Michigan, Ann Arbor, MI 48109, USA.
Department of Anthropology, University of Michigan, Ann Arbor, MI 48109, USA.
G3 (Bethesda). 2021 Aug 7;11(8). doi: 10.1093/g3journal/jkab176.
Genomic imprinting is an epigenetic mechanism that results in allele-specific expression (ASE) based on the parent of origin. It is known to play a role in the prenatal and postnatal allocation of maternal resources in mammals. ASE detected by whole transcriptome RNA-seq (wht-RNAseq) has been widely used to analyze imprinted genes using reciprocal crosses in mice to generate large numbers of informative SNPs. Studies in humans are more challenging due to the paucity of SNPs and the poor preservation of RNA in term placentas and other tissues. Targeted RNA-seq (tar-RNAseq) can potentially mitigate these challenges by focusing sequencing resources on the regions of interest in the transcriptome. Here, we compared tar-RNAseq and wht-RNAseq in a study of ASE in known imprinted genes in placental tissue collected from a healthy human cohort in Mali, West Africa. As expected, tar-RNAseq substantially improved the coverage of SNPs. Compared to wht-RNAseq, tar-RNAseq produced on average four times more SNPs in twice as many genes per sample and read depth at the SNPs increased fourfold. In previous research on humans, discordant ASE values for SNPs of the same gene have limited the ability to accurately quantify ASE. We show that tar-RNAseq reduces this limitation as it unexpectedly increased the concordance of ASE between SNPs of the same gene, even in cases of degraded RNA. Studies aimed at discovering associations between individual variation in ASE and phenotypes in mammals and flowering plants will benefit from the improved power and accuracy of tar-RNAseq.
基因组印迹是一种基于亲本来源的等位基因特异性表达(ASE)的表观遗传机制。它被认为在哺乳动物的产前和产后母体资源分配中发挥作用。通过在小鼠中进行正反交来产生大量信息性 SNP,利用全转录组 RNA-seq(wht-RNAseq)检测 ASE 已被广泛用于分析印迹基因。由于 SNP 稀少,以及足月胎盘和其他组织中 RNA 保存不佳,人类的研究更具挑战性。靶向 RNA-seq(tar-RNAseq)可以通过将测序资源集中在转录组中的感兴趣区域来潜在地缓解这些挑战。在这里,我们在马里西部一个健康人类队列的胎盘组织中已知印迹基因的 ASE 研究中比较了 tar-RNAseq 和 wht-RNAseq。正如预期的那样,tar-RNAseq 大大提高了 SNP 的覆盖度。与 wht-RNAseq 相比,tar-RNAseq 在每个样本中平均产生四倍的 SNP,每个样本中 SNP 的测序深度增加了四倍。在之前的人类研究中,同一基因的 SNP 的 ASE 值不一致限制了准确量化 ASE 的能力。我们表明,tar-RNAseq 减少了这种限制,因为它出乎意料地增加了同一基因 SNP 之间 ASE 的一致性,即使在 RNA 降解的情况下也是如此。旨在发现哺乳动物和开花植物中 ASE 个体变异与表型之间关联的研究将受益于 tar-RNAseq 的改进的功效和准确性。