Department of Animal Genetics, Centre for Research in Agricultural Genomics (CRAG), CSIC-IRTA-UAB-UB, Universitat Autònoma de Barcelona, Bellaterra, 08193, Barcelona, Spain.
Departament de Producció Animal-Agrotecnio Center, Universitat de Lleida, 191 Rovira Roure, 25198, Lleida, Spain.
BMC Genomics. 2019 Jun 24;20(1):518. doi: 10.1186/s12864-019-5889-5.
The comparison of expression QTL (eQTL) maps obtained in different tissues is an essential step to understand how gene expression is genetically regulated in a context-dependent manner. In the current work, we have compared the transcriptomic and eQTL profiles of two porcine tissues (skeletal muscle and liver) which typically show highly divergent expression profiles, in 103 Duroc pigs genotyped with the Porcine SNP60 BeadChip (Illumina) and with available microarray-based measurements of hepatic and muscle mRNA levels. Since structural variation could have effects on gene expression, we have also investigated the co-localization of cis-eQTLs with copy number variant regions (CNVR) segregating in this Duroc population.
The analysis of differential expresssion revealed the existence of 1204 and 1490 probes that were overexpressed and underexpressed in the gluteus medius muscle when compared to liver, respectively (|fold-change| > 1.5, q-value < 0.05). By performing genome scans in 103 Duroc pigs with available expression and genotypic data, we identified 76 and 28 genome-wide significant cis-eQTLs regulating gene expression in the gluteus medius muscle and liver, respectively. Twelve of these cis-eQTLs were shared by both tissues (i.e. 42.8% of the cis-eQTLs identified in the liver were replicated in the gluteus medius muscle). These results are consistent with previous studies performed in humans, where 50% of eQTLs were shared across tissues. Moreover, we have identified 41 CNVRs in a set of 350 pigs from the same Duroc population, which had been genotyped with the Porcine SNP60 BeadChip by using the PennCNV and GADA softwares, but only a small proportion of these CNVRs co-localized with the cis-eQTL signals.
Despite the fact that there are considerable differences in the gene expression patterns of the porcine liver and skeletal muscle, we have identified a substantial proportion of common cis-eQTLs regulating gene expression in both tissues. Several of these cis-eQTLs influence the mRNA levels of genes with important roles in meat (CTSF) and carcass quality (TAPT1), lipid metabolism (TMEM97) and obesity (MARC2), thus evidencing the practical importance of dissecting the genetic mechanisms involved in their expression.
比较不同组织中表达数量性状基因座(eQTL)图谱是理解基因表达在依赖于上下文的方式下如何受到遗传调控的重要步骤。在本研究中,我们比较了两个组织(骨骼肌和肝脏)的转录组和 eQTL 图谱,这两个组织的表达谱通常差异很大,使用 103 头杜洛克猪的 Porcine SNP60 BeadChip(Illumina)进行基因分型,并使用基于微阵列的肝和肌肉 mRNA 水平进行了可用的测量。由于结构变异可能对基因表达有影响,我们还研究了顺式-eQTL 与在该杜洛克群体中分离的拷贝数变异区域(CNVR)的共定位。
差异表达分析揭示了在与肝脏相比时,臀中肌中有 1204 个和 1490 个探针分别过度表达和低表达(|fold-change| > 1.5,q-value < 0.05)。通过在 103 头具有可用表达和基因型数据的杜洛克猪中进行全基因组扫描,我们分别鉴定了 76 个和 28 个全基因组显著的顺式-eQTL 调节臀中肌和肝脏中的基因表达。其中 12 个顺式-eQTL 是两种组织共有的(即,在肝脏中鉴定的顺式-eQTL 中有 42.8%在臀中肌中得到复制)。这些结果与先前在人类中进行的研究一致,其中 50%的 eQTL 是跨组织共享的。此外,我们在来自同一杜洛克群体的 350 头猪的一组中鉴定了 41 个 CNVR,这些猪使用 PennCNV 和 GADA 软件在 Porcine SNP60 BeadChip 上进行了基因分型,但这些 CNVR 中只有一小部分与顺式-eQTL 信号共定位。
尽管猪的肝脏和骨骼肌的基因表达模式有很大差异,但我们已经鉴定出相当大比例的共同顺式-eQTL 调节两种组织中的基因表达。其中一些顺式-eQTL 影响了在肉质(CTSF)和胴体质量(TAPT1)、脂质代谢(TMEM97)和肥胖(MARC2)中具有重要作用的基因的 mRNA 水平,因此证明了剖析涉及它们表达的遗传机制的实际重要性。