Embrapa Southeast Livestock, São Carlos, SP, Brazil.
Program on Evolutionary Genetics and Molecular Biology, Federal University of São Carlos, São Carlos, SP, Brazil.
Mamm Genome. 2022 Dec;33(4):619-628. doi: 10.1007/s00335-022-09959-8. Epub 2022 Jul 11.
Cis-acting effects of noncoding variants on gene expression and regulatory molecules constitute a significant factor for phenotypic variation in complex traits. To provide new insights into the impacts of single-nucleotide polymorphisms (SNPs) on transcription factors (TFs) and transcription cofactors (TcoF) coding genes, we carried out a multi-omic analysis to identify cis-regulatory effects of SNPs on these genes' expression in muscle and describe their association with feed efficiency-related traits in Nelore cattle. As a result, we identified one SNP, the rs137256008C > T, predicted to impact the EEF1A1 gene expression (β = 3.02; P-value = 3.51E-03) and the residual feed intake trait (β = - 3.47; P-value = 0.02). This SNP was predicted to modify transcription factor sites and overlaps with several QTL for feed efficiency traits. In addition, co-expression network analyses showed that animals containing the T allele of the rs137256008 SNP may be triggering changes in the gene network. Therefore, our analyses reinforce and contribute to a better understanding of the biological mechanisms underlying gene expression control of feed efficiency traits in bovines. The cis-regulatory SNP can be used as biomarker for feed efficiency in Nelore cattle.
非编码变异对基因表达和调控分子的顺式作用是复杂性状表型变异的一个重要因素。为了深入了解单核苷酸多态性 (SNP) 对转录因子 (TF) 和转录共因子 (TcoF) 编码基因的影响,我们进行了多组学分析,以鉴定 SNP 对这些基因在肌肉中表达的顺式调控作用,并描述它们与尼洛拉牛的饲料效率相关性状的关联。结果,我们鉴定出一个 SNP,即 rs137256008C>T,预测会影响 EEF1A1 基因的表达(β=3.02;P 值=3.51E-03)和剩余采食量性状(β=-3.47;P 值=0.02)。该 SNP 被预测会改变转录因子结合位点,并且与多个与饲料效率性状相关的 QTL 重叠。此外,共表达网络分析表明,含有 rs137256008 SNP 的 T 等位基因的动物可能会引发基因网络的变化。因此,我们的分析加强并有助于更好地理解牛科动物饲料效率性状的基因表达调控的生物学机制。该顺式调控 SNP 可作为尼洛拉牛饲料效率的生物标志物。