Kanlisi Roland A, Amuzu-Aweh Esinam N, Naazie Augustine, Otsyina Hope R, Kelly Terra R, Gallardo Rodrigo A, Lamont Susan J, Zhou Huaijun, Dekkers Jack, Kayang Boniface B
Department of Animal Science, University of Ghana, Accra, Ghana.
United States Agency for International Development Feed the Future Innovation Lab for Genomics to Improve Poultry, University of California, Davis, CA, United States.
Front Genet. 2024 Mar 13;15:1297034. doi: 10.3389/fgene.2024.1297034. eCollection 2024.
Information on the genetic architecture of the production traits of indigenous African chicken is limited. We performed a genome-wide association study using imputed Affymetrix Axiom 600K SNP-chip genotypes on 1,113 chickens from three agroecological zones of Ghana. After quality control, a total of 382,240 SNPs remained. Variance components and heritabilities for some growth, carcass and internal organ traits were estimated. The genetic and phenotypic correlations among these traits were also estimated. The estimated heritabilities of body weight at week 22 (BW22), average daily gain (ADG), dressed weight, breast weight, thigh weight, wing weight, drumstick weight, and neck weight were high and ranged from 0.50 to 0.69. Estimates of heritabilities for head weight, shank weight, and gizzard weight were moderate (0.31-0.35) while those of liver weight, back weight, dressing percentage, and heart weight were low (0.13-0.21). The estimated heritabilities of dressed weight, breast weight, wing weight, drumstick weight, neck weight, shank weight, and gizzard weight, corrected for BW22, were moderate (0.29-0.38), while the remaining traits had low heritability estimates (0.13-0.21). A total of 58 1-Mb SNP windows on chromosomes 1, 2, 4, 5, 6, 7, 8, 9, 13, 18, and 33 each explained more than 1% of the genetic variance for at least one of these traits. These genomic regions contained many genes previously reported to have effects on growth, carcass, and internal organ traits of chickens, including , , and . The moderate to high heritability estimates and high positive genetic correlations suggest that BW22, ADG, dressed weight, breast weight, thigh weight, wing weight, drumstick weight, and neck weight could be improved through selective breeding.
关于非洲本土鸡生产性状遗传结构的信息有限。我们使用推算的Affymetrix Axiom 600K SNP芯片基因型,对来自加纳三个农业生态区的1113只鸡进行了全基因组关联研究。经过质量控制后,共保留了382,240个单核苷酸多态性(SNP)。对一些生长、胴体和内脏器官性状的方差成分和遗传力进行了估计。还估计了这些性状之间的遗传和表型相关性。22周龄体重(BW22)、平均日增重(ADG)、屠体重、胸肉重、大腿重、翅重、小腿重和颈部重的估计遗传力较高,范围为0.50至0.69。头重、胫重和砂囊重的遗传力估计值中等(0.31 - 0.35),而肝重、背重、屠宰率和心脏重的遗传力估计值较低(0.13 - 0.21)。校正BW22后,屠体重、胸肉重、翅重、小腿重、颈部重、胫重和砂囊重的估计遗传力中等(0.29 - 0.38),而其余性状的遗传力估计值较低(0.13 - 0.21)。在1号、2号、4号、5号、6号、7号、8号、9号、13号、18号和33号染色体上,共有58个1兆碱基的SNP窗口,每个窗口至少对其中一个性状的遗传方差解释超过1%。这些基因组区域包含许多先前报道对鸡的生长、胴体和内脏器官性状有影响的基因,包括 、 、 和 。中等至高的遗传力估计值和高正遗传相关性表明,通过选择性育种可以改善BW22、ADG、屠体重、胸肉重、大腿重、翅重、小腿重和颈部重。