Niu Naiqi, Zhao Runze, Tian Ming, Zong Wencheng, Hou Xinhua, Liu Xin, Wang Ligang, Wang Lixian, Zhang Longchao
State Key Laboratory of Animal Biotech Breeding, Institute of Animal Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100193, China.
Institute of Animal Husbandry, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China.
Animals (Basel). 2024 Nov 1;14(21):3140. doi: 10.3390/ani14213140.
The breeding of disease-resistant pigs has consistently been a topic of significant interest and concern within the pig farming industry. The study of pig blood indicators has the potential to confer economic benefits upon the pig farming industry, whilst simultaneously providing valuable insights that can inform the study of human diseases. In this study, an F2 resource population of 489 individuals was generated through the intercrossing of Large White boars and Min pig sows. A total of 17 haematological parameters and T lymphocyte subpopulations were measured, including white blood cell count (WBC), lymphocyte count (LYM), lymphocyte count percentage (LYM%), monocyte count (MID), monocyte count percentage (MID%), neutrophilic granulocyte count (GRN), percentage of neutrophils (GRN%), mean platelet volume (MPV), platelet distribution width (PDW), platelet count (PLT), CD4+/CD8+, CD4+CD8+CD3+, CD4+CD8-CD3+, CD4-CD8+CD3+, CD4-CD8-CD3+, and CD3+. The Illumina PorcineSNP60 Genotyping BeadChip was obtained for all of the F2 animals. Subsequently, a genome-wide association study (GWAS) was conducted using the TASSEL 5.0 software to identify associated variants and candidate genes for the 17 traits. Significant association signals were identified for PCT and PLT on SSC7, with 1 and 11 significant SNP loci, respectively. A single nucleotide polymorphism (SNP) on SSC12 was identified as a significant predictor of the white blood cell (WBC) trait. Significant association signals were detected for the T lymphocyte subpopulations, namely CD4+/CD8+, CD4+CD8+CD3+, CD4+CD8-CD3+, and CD4-CD8+CD3+, with the majority of these signals observed on SSC7. The genes , , and were identified as potential candidates for influencing CD4+/CD8+ and CD4-CD8+CD3+. A missense variant, c.2707 G>A, in the SLC17A4 gene has been demonstrated to be significantly associated with the CD4+/CD8+ and CD4-CD8+CD3+ traits. Three missense variants (c.425 A>C, c.500 C>T, and c.733 A>G) have been identified in the TRIM15 gene as being linked to the CD4+/CD8+ trait. Nevertheless, only c.425 A>C has been demonstrated to be significantly associated with CD4-CD8+CD3+. In the gene, one missense variant (c.957 T>C) has been identified as being associated with the CD4+/CD8+ and CD4-CD8+CD3+ traits. Additionally, significant association signals were observed for CD4+CD8+CD3+ and CD4+CD8-CD3+ on SSC2 and 5, respectively. Subsequently, a gene ontology (GO) enrichment analysis was conducted on all genes within the quantitative trait loci (QTL) intervals of platelet count, CD4+/CD8+, and CD4-CD8+CD3+. The MHC class II protein complex binding pathway was identified as the most significant pathway among the three immune traits. These results provide guidance for further research in the field of breeding disease-resistant pigs.
抗病猪的培育一直是养猪行业中备受关注的重要课题。对猪血液指标的研究不仅有可能为养猪业带来经济效益,还能为人类疾病研究提供有价值的见解。在本研究中,通过大白公猪与民猪母猪杂交产生了一个包含489个个体的F2资源群体。共测量了17项血液学参数和T淋巴细胞亚群,包括白细胞计数(WBC)、淋巴细胞计数(LYM)、淋巴细胞计数百分比(LYM%)、单核细胞计数(MID)、单核细胞计数百分比(MID%)、嗜中性粒细胞计数(GRN)、嗜中性粒细胞百分比(GRN%)、平均血小板体积(MPV)、血小板分布宽度(PDW)、血小板计数(PLT)、CD4+/CD8+、CD4+CD8+CD3+、CD4+CD8 - CD3+、CD4 - CD8+CD3+、CD4 - CD8 - CD3+和CD3+。为所有F2动物获取了Illumina PorcineSNP60基因分型芯片。随后,使用TASSEL 5.0软件进行全基因组关联研究(GWAS),以鉴定与这17个性状相关的变异和候选基因。在SSC7上分别鉴定出与PCT和PLT显著相关的信号,各有1个和11个显著的SNP位点。在SSC12上的一个单核苷酸多态性(SNP)被确定为白细胞(WBC)性状的显著预测因子。在T淋巴细胞亚群中,即CD4+/CD8+、CD4+CD8+CD3+、CD4+CD8 - CD3+和CD4 - CD8+CD3+,检测到显著的关联信号,其中大部分信号出现在SSC7上。基因、和被鉴定为影响CD4+/CD8+和CD4 - CD8+CD3+的潜在候选基因。SLC17A4基因中的一个错义变异c.2707 G>A已被证明与CD4+/CD8+和CD4 - CD8+CD3+性状显著相关。在TRIM15基因中鉴定出三个错义变异(c.425 A>C、c.500 C>T和c.733 A>G)与CD4+/CD8+性状相关。然而,只有c.425 A>C被证明与CD4 - CD8+CD3+显著相关。在基因中,一个错义变异(c.957 T>C)被鉴定为与CD4+/CD8+和CD4 - CD8+CD3+性状相关。此外,分别在SSC2和5上观察到CD4+CD8+CD3+和CD4+CD8 - CD3+的显著关联信号。随后,对血小板计数、CD4+/CD8+和CD4 - CD8+CD3+的数量性状位点(QTL)区间内的所有基因进行了基因本体(GO)富集分析。MHC II类蛋白复合物结合途径被确定为这三个免疫性状中最显著的途径。这些结果为抗病猪育种领域的进一步研究提供了指导。