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首页> 外文期刊>International journal of biological sciences >Genome Wide Screening of Candidate Genes for Improving Piglet Birth Weight Using High and Low Estimated Breeding Value Populations
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Genome Wide Screening of Candidate Genes for Improving Piglet Birth Weight Using High and Low Estimated Breeding Value Populations

机译:使用高和低估育值群体来提高仔猪出生体重的候选基因的全基因组筛选

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Birth weight is an economically important trait in pig production because it directly impacts piglet growth and survival rate. In the present study, we performed a genome wide survey of candidate genes and pathways associated with individual birth weight (IBW) using the Illumina PorcineSNP60 BeadChip on 24 high (HEBV) and 24 low estimated breeding value (LEBV) animals. These animals were selected from a reference population of 522 individuals produced by three sires and six dam lines, which were crossbreds with multiple breeds. After quality-control, 43,257 SNPs (single nucleotide polymorphisms), including 42,243 autosomal SNPs and 1,014 SNPs on chromosome X, were used in the data analysis. A total of 27 differentially selected regions (DSRs), including 1 on Sus scrofa chromosome 1 (SSC1), 1 on SSC4, 2 on SSC5, 4 on SSC6, 2 on SSC7, 5 on SSC8, 3 on SSC9, 1 on SSC14, 3 on SSC18, and 5 on SSCX, were identified to show the genome wide separations between the HEBV and LEBV groups for IBW in piglets. A DSR with the most number of significant SNPs (including 7 top 0.1% and 31 top 5% SNPs) was located on SSC6, while another DSR with the largest genetic differences in FST was found on SSC18. These regions harbor known functionally important genes involved in growth and development, such as TNFRSF9 (tumor necrosis factor receptor superfamily member 9), CA6 (carbonic anhydrase VI) and MDFIC (MyoD family inhibitor domain containing). A DSR rich in imprinting genes appeared on SSC9, which included PEG10 (paternally expressed 10), SGCE (sarcoglycan, epsilon), PPP1R9A (protein phosphatase 1, regulatory subunit 9A) and ASB4 (ankyrin repeat and SOCS box containing 4). More importantly, our present study provided evidence to support six quantitative trait loci (QTL) regions for pig birth weight, six QTL regions for average birth weight (ABW) and three QTL regions for litter birth weight (LBW) reported previously by other groups. Furthermore, gene ontology analysis with 183 genes harbored in these 27 DSRs suggested that protein, metal, ion and ATP binding, viral process and innate immune response present important pathways for deciphering their roles in fetal growth or development. Overall, our study provides useful information on candidate genes and pathways for regulating birth weight in piglets, thus improving our understanding of the genetic mechanisms involved in porcine embryonic or fetal development.
机译:出生体重是养猪生产中的一个重要经济特征,因为它直接影响仔猪的生长和成活率。在本研究中,我们使用Illumina PorcineSNP60 BeadChip对24只高(HEBV)和24只低估育值(LEBV)动物进行了全基因组范围内的候选基因和与个体出生体重(IBW)相关的途径的调查。这些动物是从由三只父系和六个母犬系产生的522个参考种群中选择的,这些母系和六个母犬系具有多个品种的杂交。在质量控制后,将43,257个SNP(单核苷酸多态性),包括染色体X上的42,243个常染色体SNP和1,014个SNP用于数据分析。总共27个差异选择区域(DSR),包括1个位于Sus scrofa染色体1(SSC1)上,1个位于SSC4上,2个位于SSC5上,4个位于SSC6上,2个位于SSC7上,5个位于SSC8上,3个位于SSC9上,1个位于SSC14上,鉴定出SSC18上的3个和SSCX上的5个,以显示仔猪IBW的HEBV和LEBV组之间的全基因组分离。在SSC6上发现了一个具有最大SNP数量(包括7个最高0.1%和31个最高5%SNP)的DSR,而在SSC18上发现了另一个在F ST 上具有最大遗传差异的DSR。这些区域包含与生长和发育有关的已知功能上重要的基因,例如TNFRSF9(肿瘤坏死因子受体超家族成员9),CA6(碳酸酐酶VI)和MDFIC(含MyoD家族抑制剂结构域)。富含印记基因的DSR出现在SSC9上,其中包括PEG10(外部表达10),SGCE(糖聚糖,ε),PPP1R9A(蛋白磷酸酶1,调节亚基9A)和ASB4(锚蛋白重复序列​​以及包含4个的SOCS框)。更重要的是,我们的研究提供了证据来支持其他小组先前报告的六个猪出生体重定量特征位点(QTL)区域,平均出生体重(ABW)六个QTL区域和小猪出生体重(LBW)三个QTL区域。此外,对这27个DSR中包含的183个基因进行的基因本体分析表明,蛋白质,金属,离子和ATP的结合,病毒过程和先天性免疫反应为阐明其在胎儿生长或发育中的作用提供了重要途径。总体而言,我们的研究为调节仔猪出生体重的候选基因和途径提供了有用的信息,从而增进了我们对涉及猪胚胎或胎儿发育的遗传机制的理解。

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