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五个不同猪群脂肪酸代谢性状的全基因组关联研究

Genome-wide association studies for fatty acid metabolic traits in five divergent pig populations.

作者信息

Zhang Wanchang, Zhang Junjie, Cui Leilei, Ma Junwu, Chen Congying, Ai Huashui, Xiao Shijun, Ren Jun, Huang Lusheng

机构信息

State Key Laboratory of Pig Genetic Improvement and Production Technology, Jiangxi Agricultural University, Nanchang, 330045, P.R. China.

出版信息

Sci Rep. 2016 Apr 21;6:24718. doi: 10.1038/srep24718.

DOI:10.1038/srep24718
PMID:27097669
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4838829/
Abstract

Fatty acid composition profiles are important indicators of meat quality and tasting flavor. Metabolic indices of fatty acids are more authentic to reflect meat nutrition and public acceptance. To investigate the genetic mechanism of fatty acid metabolic indices in pork, we conducted genome-wide association studies (GWAS) for 33 fatty acid metabolic traits in five pig populations. We identified a total of 865 single nucleotide polymorphisms (SNPs), corresponding to 11 genome-wide significant loci on nine chromosomes and 12 suggestive loci on nine chromosomes. Our findings not only confirmed seven previously reported QTL with stronger association strength, but also revealed four novel population-specific loci, showing that investigations on intermediate phenotypes like the metabolic traits of fatty acids can increase the statistical power of GWAS for end-point phenotypes. We proposed a list of candidate genes at the identified loci, including three novel genes (FADS2, SREBF1 and PLA2G7). Further, we constructed the functional networks involving these candidate genes and deduced the potential fatty acid metabolic pathway. These findings advance our understanding of the genetic basis of fatty acid composition in pigs. The results from European hybrid commercial pigs can be immediately transited into breeding practice for beneficial fatty acid composition.

摘要

脂肪酸组成谱是肉质和风味的重要指标。脂肪酸的代谢指标更能真实地反映肉类营养和公众接受度。为了研究猪肉中脂肪酸代谢指标的遗传机制,我们对五个猪群体的33个脂肪酸代谢性状进行了全基因组关联研究(GWAS)。我们共鉴定出865个单核苷酸多态性(SNP),对应于九条染色体上的11个全基因组显著位点和九条染色体上的12个暗示性位点。我们的研究结果不仅证实了七个先前报道的关联强度更强的QTL,还揭示了四个新的群体特异性位点,表明对脂肪酸代谢性状等中间表型的研究可以提高GWAS对终点表型的统计效力。我们在已鉴定的位点上提出了一份候选基因清单,包括三个新基因(FADS2、SREBF1和PLA2G7)。此外,我们构建了涉及这些候选基因的功能网络,并推导了潜在的脂肪酸代谢途径。这些发现加深了我们对猪脂肪酸组成遗传基础的理解。欧洲杂交商业猪的结果可以立即应用于育种实践,以获得有益的脂肪酸组成。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/8bbe6c7b3c8a/srep24718-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/7ca275f425b7/srep24718-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/efeaff392970/srep24718-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/d493e3f51a11/srep24718-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/8bbe6c7b3c8a/srep24718-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/7ca275f425b7/srep24718-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/efeaff392970/srep24718-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/d493e3f51a11/srep24718-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/78c5/4838829/8bbe6c7b3c8a/srep24718-f4.jpg

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