Genome-wide association study reveals 14 new SNPs and confirms two structural variants highly associated with the horned/polled phenotype in goats

BMC Genomics

George E. Liu¹  Rui Jiang²  Hongping Zhang²  Jiazhong Guo²  Li Li²  Ayi Mao²  Siyuan Zhan²  Tao Zhong²  Linjie Wang²  Jiaxue Cao²  Yu Chen³  Guojun Zhang³ 

[1]Animal Genomics and Improvement Laboratory, BARC, Agricultural Research Service, USDA, 20705, Beltsville, MD, USA

[2]College of Animal Science and Technology, Sichuan Agricultural University, 611130, Chengdu, China

[3]Nanjiang Yellow Goat Scientific Research Institute, 635600, Bazhong, China

关键词: Goat;    Whole-genome sequencing;    GWAS;    Horn;    SNP;    CNV;    Genetic testing;   

DOI  :  10.1186/s12864-021-08089-w

来源: Springer

【 摘 要 】

BackgroundThere is a long-term interest in investigating the genetic basis of the horned/polled phenotype in domestic goats. Here, we report a genome-wide association study (GWAS) to detect the genetic loci affecting the polled phenotype in goats.ResultsWe obtained a total of 13,980,209 biallelic SNPs, using the genotyping-by-sequencing data from 45 Jintang Black (JT) goats, which included 32 female and nine male goats, and four individuals with the polled intersex syndrome (PIS). Using a mixed-model based GWAS, we identified two association signals, which were located at 150,334,857–150,817,260 bp (P = 5.15 × 10− 119) and 128,286,704–131,306,537 bp (P = 2.74 × 10− 15) on chromosome 1. The genotype distributions of the 14 most significantly associated SNPs were completely correlated with horn status in goats, based on the whole-genome sequencing (WGS) data from JT and two other Chinese horned breeds. However, variant annotation suggested that none of the detected SNPs within the associated regions were plausible causal mutations. Via additional read-depth analyses and visual inspections of WGS data, we found a 10.1-kb deletion (CHI1:g. 129424781_129434939del) and a 480-kb duplication (CHI1:150,334,286–150,818,098 bp) encompassing two genes KCNJ15 and ERG in the associated regions of polled and PIS-affected goats. Notably, the 10.1-kb deletion also served as the insertion site for the 480-kb duplication, as validated by PCR and Sanger sequencing. Our WGS genotyping showed that all horned goats were homozygous for the reference alleles without either the structural variants (SVs), whereas the PIS-affected goats were homozygous for both the SVs. We also demonstrated that horned, polled, and PIS-affected individuals among 333 goats from JT and three other Chinese horned breeds can be accurately classified via PCR amplification and agarose gel electrophoresis of two fragments in both SVs.ConclusionOur results revealed that two genomic regions on chromosome 1 are major loci affecting the polled phenotypes in goats. We provided a diagnostic PCR to accurately classify horned, polled, and PIS-affected goats, which will enable a reliable genetic test for the early-in-life prediction of horn status in goats.

【 授权许可】

CC BY