Department of Animal and Food Sciences, University of Delaware, 531 South College Ave, Newark, DE, 19716, USA.
Center for Bioinformatics and Computational Biology, University of Delaware, Newark, USA.
Sci Rep. 2021 Feb 17;11(1):3968. doi: 10.1038/s41598-021-83459-8.
Differential abundance of allelic transcripts in a diploid organism, commonly referred to as allele specific expression (ASE), is a biologically significant phenomenon and can be examined using single nucleotide polymorphisms (SNPs) from RNA-seq. Quantifying ASE aids in our ability to identify and understand cis-regulatory mechanisms that influence gene expression, and thereby assist in identifying causal mutations. This study examines ASE in breast muscle, abdominal fat, and liver of commercial broiler chickens using variants called from a large sub-set of the samples (n = 68). ASE analysis was performed using a custom software called VCF ASE Detection Tool (VADT), which detects ASE of biallelic SNPs using a binomial test. On average ~ 174,000 SNPs in each tissue passed our filtering criteria and were considered informative, of which ~ 24,000 (~ 14%) showed ASE. Of all ASE SNPs, only 3.7% exhibited ASE in all three tissues, with ~ 83% showing ASE specific to a single tissue. When ASE genes (genes containing ASE SNPs) were compared between tissues, the overlap among all three tissues increased to 20.1%. Our results indicate that ASE genes show tissue-specific enrichment patterns, but all three tissues showed enrichment for pathways involved in translation.
在二倍体生物中,等位基因转录本的丰度差异,通常被称为等位基因特异性表达(ASE),是一种具有生物学意义的现象,可以通过 RNA-seq 的单核苷酸多态性(SNP)来检测。量化 ASE 有助于我们识别和理解影响基因表达的顺式调控机制,从而有助于识别因果突变。本研究使用从大量样本子集(n=68)中调用的变体,研究了商业肉鸡的胸肌、腹脂和肝脏中的 ASE。使用名为 VCF ASE Detection Tool(VADT)的自定义软件进行 ASE 分析,该软件使用二项式检验检测双等位基因 SNP 的 ASE。平均每个组织中约有 174,000 个 SNP 通过了我们的过滤标准,并被认为是有信息的,其中约有 24,000(约 14%)显示 ASE。在所有 ASE SNP 中,只有 3.7%在所有三种组织中都表现出 ASE,约 83%的 SNP 仅在一种组织中表现出 ASE。当比较组织间的 ASE 基因(包含 ASE SNP 的基因)时,所有三种组织之间的重叠增加到 20.1%。我们的结果表明,ASE 基因表现出组织特异性的富集模式,但所有三种组织都富集了参与翻译的途径。