Abstract

Simple SummaryBody conformation traits are economically important in the goat meat industry. Good growth performance in goats, including an accelerated growth rate, can improve carcass weight and meat yield. The identification of genetic variants associated with these traits provides a basis for the genetic improvement of growth performance. In this study, we measured six body conformation traits, including body height, body length, cannon circumference, chest depth, chest width, and heart girth. By a genome-wide association study of a Chinese meat goat breed, 53 significant single nucleotide polymorphisms and 42 candidate genes associated with these traits were detected. These findings improve our understanding of the genetic basis of body conformation traits in goats.Identifying associations between genetic markers and economic traits has practical benefits for the meat goat industry. To better understand the genomic regions and biological pathways contributing to body conformation traits of meat goats, a genome-wide association study was performed using Dazu black goats (DBGs), a Chinese indigenous goat breed. In particular, 150 DBGs were genotyped by whole-genome sequencing, and six body conformation traits, including body height (BH), body length (BL), cannon circumference (CC), chest depth (CD), chest width (CW), and heart girth (HG), were examined. In total, 53 potential SNPs were associated with these body conformation traits. A bioinformatics analysis was performed to evaluate the genes located close to the significant SNPs. Finally, 42 candidate genes (e.g., PSTPIP2, C7orf57, CCL19, FGF9, SGCG, FIGN, and SIPA1L) were identified as components of the genetic architecture underlying body conformation traits. Our results provide useful biological information for the improvement of growth performance and have practical applications for genomic selection in goats.

Highlights

  • IntroductionThe development of candidate genetic markers and functional genes for the optimization of breeding has important practical implications for the goat meat industry

  • There are nearly 120,000 Dazu black goats (DBGs), which are raised in Dazu County of Chongqing (267–934 m above sea level, Southwest China) and are mostly used for meat production [5]

  • Gene Ontology (GO) is an international standardized gene function classification system based on GO terms in three broad categories: molecular function (MF), cellular component (CC), and biological process (BP)

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Summary

Introduction

The development of candidate genetic markers and functional genes for the optimization of breeding has important practical implications for the goat meat industry. Body conformation traits of goats directly reflect the body size, structure, and development, which are closely related to physiological function and production performance. Body height (BH), body length (BL), heart girth (HG), chest width (CW), chest depth (CD), and cannon circumference (CC) are the most frequently used body conformation traits [6]. Genome-wide association studies (GWAS) are a popular approach to detect genomewide single-nucleotide polymorphisms (SNPs) related to phenotypic traits [11]. WGS of 150 DBGs and conducted GWAS of six body conformation traits to identify the significant SNPs and related candidate genes

Ethics Statement
Whole-Genome Sequencing
Quality Control
Population Structure Analysis
Genome-Wide Association Studies
Functional Enrichment Analysis
Phenotypic Data Analysis
Genotypic Data
Genome-Wide
27. Forfor
GO Enrichment and KEGG Analysis
Discussion
Conclusions
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