College of Animal Science and Technology, Sichuan Agricultural University, Chengdu, 611130, China.
Animal Genomics and Improvement Laboratory, BARC, Agricultural Research Service, USDA, Beltsville, MD, 20705, USA.
BMC Genomics. 2022 Jun 13;23(1):437. doi: 10.1186/s12864-022-08672-9.
The pigmentation phenotype diversity is rich in domestic goats, and identification of the genetic loci affecting coat color in goats has long been of interest. Via the detections of selection signatures, a duplication upstream ASIP was previously reported to be a variant affecting the Swiss markings depigmentation phenotype in goats.
We conducted a genome-wide association study using whole-genome sequencing (WGS) data to identify the genetic loci and causal variants affecting the pigmentation phenotype in 65 Jintang black (JT) goats (i.e., 48 solid black vs. 17 non-classic Swiss markings). Although a single association peak harboring the ASIP gene at 52,619,845-72,176,538 bp on chromosome 13 was obtained using a linear mixed model approach, all the SNPs and indels in this region were excluded as causal variants for the pigmentation phenotype. We then found that all 17 individuals with non-classic Swiss markings carried a 13,420-bp duplication (CHI13:63,129,198-63,142,617 bp) nearly 101 kb upstream of ASIP, and this variant was strongly associated (P = 1.48 × 10) with the coat color in the 65 JT goats. The copy numbers obtained from the WGS data also showed that the duplication was present in all 53 goats from three European breeds with Swiss markings and absent in 45 of 51 non-Swiss markings goats from four other breeds and 21 Bezoars, which was further validated in 314 samples from seven populations based on PCR amplification. The copy numbers of the duplication vary in different goat breeds with Swiss markings, indicating a threshold effect instead of a dose-response effect at the molecular level. Furthermore, breakpoint flanking repeat analysis revealed that the duplication was likely to be a result of the Bov-B-mediated nonallelic homologous recombination.
We confirmed that a genomic region harboring the ASIP gene is a major locus affecting the coat color phenotype of Swiss markings in goats. Although the molecular genetic mechanisms remain unsolved, the 13,420-bp duplication upstream of ASIP is a necessary but not sufficient condition for this phenotype in goats. Moreover, the variations in the copy number of the duplication across different goat breeds do not lead to phenotypic heterogeneity.
家羊的色素表型多样性丰富,长期以来,人们一直对鉴定影响羊被毛颜色的遗传基因座感兴趣。通过检测选择信号,先前报道了一个上游 ASIP 的重复,该重复是影响山羊瑞士标记脱色表型的一个变异。
我们使用全基因组测序 (WGS) 数据进行了全基因组关联研究,以鉴定影响 65 只金堂黑羊(JT)(即 48 只纯色黑与 17 只非典型瑞士标记)的色素表型的遗传基因座和致变体。尽管使用线性混合模型方法获得了一个位于第 13 号染色体上 52,619,845-72,176,538bp 处含有 ASIP 基因的单一关联峰,但该区域中的所有 SNP 和插入缺失均被排除为色素表型的致变体。然后我们发现,所有 17 只具有非典型瑞士标记的个体都携带了一个 13,420bp 的重复(CHI13:63,129,198-63,142,617bp),该重复位于 ASIP 上游近 101kb 处,该变异与 65 只 JT 羊的毛色强烈相关(P=1.48×10)。从 WGS 数据获得的拷贝数也表明,该重复存在于三个具有瑞士标记的欧洲品种的 53 只羊中,而在四个其他品种的 51 只非瑞士标记羊和 21 只贝祖尔斯中不存在,在基于 PCR 扩增的七个种群的 314 个样本中进一步验证。具有瑞士标记的不同羊品种的重复拷贝数存在差异,表明在分子水平上存在阈值效应而不是剂量反应效应。此外,断裂点侧翼重复分析表明,该重复可能是 Bov-B 介导的非等位基因同源重组的结果。
我们证实了一个包含 ASIP 基因的基因组区域是影响山羊瑞士标记毛色表型的主要基因座。尽管分子遗传机制尚不清楚,但 ASIP 上游的 13,420bp 重复是该表型在山羊中的必要但非充分条件。此外,不同羊品种的重复拷贝数的变化不会导致表型异质性。