Daza Kaitlyn R, Velez-Irizarry Deborah, Casiró Sebastian, Steibel Juan P, Raney Nancy E, Bates Ronald O, Ernst Catherine W
Department of Animal Science, Michigan State University, East Lansing, MI, United States.
Front Genet. 2021 Mar 30;12:644091. doi: 10.3389/fgene.2021.644091. eCollection 2021.
Determining mechanisms regulating complex traits in pigs is essential to improve the production efficiency of this globally important protein source. MicroRNAs (miRNAs) are a class of non-coding RNAs known to post-transcriptionally regulate gene expression affecting numerous phenotypes, including those important to the pig industry. To facilitate a more comprehensive understanding of the regulatory mechanisms controlling growth, carcass composition, and meat quality phenotypes in pigs, we integrated miRNA and gene expression data from muscle samples with genotypic and phenotypic data from the same animals. We identified 23 miRNA expression Quantitative Trait Loci (miR-eQTL) at the genome-wide level and examined their potential effects on these important production phenotypes through miRNA target prediction, correlation, and colocalization analyses. One miR-eQTL miRNA, miR-874, has target genes that colocalize with phenotypic QTL for 12 production traits across the genome including backfat thickness, dressing percentage, muscle pH at 24 h post-mortem, and cook yield. The results of our study reveal genomic regions underlying variation in miRNA expression and identify miRNAs and genes for future validation of their regulatory effects on traits of economic importance to the global pig industry.
确定调控猪复杂性状的机制对于提高这种全球重要蛋白质来源的生产效率至关重要。微小RNA(miRNA)是一类非编码RNA,已知其在转录后调控基因表达,影响众多表型,包括对养猪业重要的那些表型。为了更全面地了解控制猪生长、胴体组成和肉质表型的调控机制,我们将来自肌肉样本的miRNA和基因表达数据与同一动物的基因型和表型数据进行了整合。我们在全基因组水平上鉴定了23个miRNA表达数量性状位点(miR-eQTL),并通过miRNA靶标预测、相关性和共定位分析研究了它们对这些重要生产表型的潜在影响。一个miR-eQTL miRNA,即miR-874,其靶基因与全基因组12个生产性状的表型QTL共定位,这些性状包括背膘厚度、屠宰率、宰后24小时肌肉pH值和烹饪产量。我们的研究结果揭示了miRNA表达变异的潜在基因组区域,并鉴定了miRNA和基因,以便未来验证它们对全球养猪业具有经济重要性的性状的调控作用。