Wang Xuemin, Liu Xiaolei, Deng Dadong, Yu Mei, Li Xiaoping
Key Laboratory of Agricultural Animal Genetics, Breeding, and Reproduction of Ministry of Education, Huazhong Agricultural University, Wuhan, 430070, China.
Institute of Animal Science, Jiangsu Academy of Agricultural Science, Nanjing, 210014, China.
BMC Genet. 2016 Jan 27;17 Suppl 1(Suppl 1):15. doi: 10.1186/s12863-015-0309-6.
Piglet birth weight variability, a trait also known as the within-litter homogeneity of birth weight, reflects the sow's prolificacy, because it is positively genetically correlated with preweaning mortality but negatively correlated with the mean growth of piglets during sucking. In addition, the maternal additive genetic variance and heritability has been found exist for this trait, thus, reduction in the variability of piglet birth weight to improve the sow prolificacy is possible by selective breeding.
We performed a genome wide association study (GWAS) in 82 sows with extreme standard deviation of birth weights within the first parity to identify significant SNPs, and finally 266 genome-wide significant SNPs (p < 0.01) were identified. These SNPs were mainly enriched on chromosome 7, 1, 13, 14, 15 and 18. We further scanned genes of the top 50 SNPs with the lowest p values and found some genes involved in plasma glucose homeostasis (GLP1R) and lipid metabolism as well as maternal-fetal lipid transport (AACS, APOB, OSBPL10 and LRP1B) which may contribute to the birth weight variability trait.
Birth weight variability trait has a low heritability. It is not easy to get significant signal by GWAS using small sample size. Herein, we identified some candidate chromosome regions especially chromosome 7 and suggested five genes which may provide some information for the further study.
仔猪出生体重变异性,也被称为窝内出生体重同质性,反映了母猪的繁殖力,因为它与断奶前死亡率呈正遗传相关,但与仔猪哺乳期的平均生长呈负相关。此外,已发现该性状存在母体加性遗传方差和遗传力,因此,通过选择育种降低仔猪出生体重变异性以提高母猪繁殖力是可行的。
我们对82头头胎出生体重标准差极高的母猪进行了全基因组关联研究(GWAS)以鉴定显著的单核苷酸多态性(SNP),最终鉴定出266个全基因组显著的SNP(p < 0.01)。这些SNP主要富集在7号、1号、13号、14号、15号和18号染色体上。我们进一步扫描了p值最低的前50个SNP的基因,发现了一些参与血浆葡萄糖稳态(GLP1R)和脂质代谢以及母胎脂质转运(AACS、APOB、OSBPL10和LRP1B)的基因,这些基因可能与出生体重变异性性状有关。
出生体重变异性状的遗传力较低。使用小样本量通过GWAS获得显著信号并不容易。在此,我们鉴定了一些候选染色体区域,特别是7号染色体,并提出了五个基因,这可能为进一步研究提供一些信息。