Key Laboratory for Animal Biotechnology of Jiangxi Province and the Ministry of Agriculture of China, Jiangxi Agricultural University, 330045 Nanchang, China.
BMC Genet. 2014 Mar 27;15:41. doi: 10.1186/1471-2156-15-41.
It has been shown that hematological traits are strongly associated with the metabolism and the immune system in domestic pig. However, little is known about the genetic architecture of hematological traits. To identify quantitative trait loci (QTL) controlling hematological traits, we performed single marker Genome-wide association studies (GWAS) and haplotype analysis for 15 hematological traits in 495 Chinese Sutai pigs.
We identified 161 significant SNPs including 44 genome-wide significant SNPs associated with 11 hematological traits by single marker GWAS. Most of them were located on SSC2. Meanwhile, we detected 499 significant SNPs containing 154 genome-wide significant SNPs associated with 9 hematological traits by haplotype analysis. Most of the identified loci were located on SSC7 and SSC9.
We detected 4 SNPs with pleiotropic effects on SSC2 by single marker GWAS and (or) on SSC7 by haplotype analysis. Furthermore, through checking the gene functional annotations, positions and their expression variation, we finally selected 7 genes as potential candidates. Specially, we found that three genes (TRIM58, TRIM26 and TRIM21) of them originated from the same gene family and executed similar function of innate and adaptive immune. The findings will contribute to dissection the immune gene network, further identification of causative mutations underlying the identified QTLs and providing insights into the molecular basis of hematological trait in domestic pig.
研究表明,家畜猪的血液学特征与代谢和免疫系统密切相关。然而,关于血液学特征的遗传结构知之甚少。为了确定控制血液学特征的数量性状基因座(QTL),我们对 495 头中国苏太猪的 15 个血液学特征进行了单标记全基因组关联研究(GWAS)和单倍型分析。
我们通过单标记 GWAS 鉴定了 161 个显著 SNP,其中包括与 11 个血液学特征相关的 44 个全基因组显著 SNP。其中大多数位于 SSC2 上。同时,我们通过单倍型分析检测到包含与 9 个血液学特征相关的 154 个全基因组显著 SNP 的 499 个显著 SNP。大多数鉴定的基因座位于 SSC7 和 SSC9 上。
我们通过单标记 GWAS 检测到位于 SSC2 上的 4 个 SNP 具有多效性作用,通过单倍型分析(或)位于 SSC7 上具有多效性作用。此外,通过检查基因功能注释、位置及其表达变化,我们最终选择了 7 个基因作为潜在候选基因。特别地,我们发现其中 3 个基因(TRIM58、TRIM26 和 TRIM21)来自同一基因家族,执行着相似的固有和适应性免疫功能。这些发现将有助于剖析免疫基因网络,进一步鉴定所鉴定的 QTL 下的因果突变,并深入了解家猪血液学特征的分子基础。