Genome-Wide Association Study and Pathway Analysis for Heterophil/Lymphocyte (H/L) Ratio in Chicken

Genes (Basel). 2020 Aug 27;11(9):1005. doi: 10.3390/genes11091005.

Abstract

Disease control and prevention have been critical factors in the dramatic growth of the poultry industry. Disease resistance in chickens can be improved through genetic selection for immunocompetence. The heterophil/lymphocyte ratio (H/L) in the blood reflects the immune system status of chickens. Our objective was to conduct a genome-wide association study (GWAS) and pathway analysis to identify possible biological mechanisms involved in H/L traits. In this study, GWAS for H/L was performed in 1317 Cobb broilers to identify significant single-nucleotide polymorphisms (SNPs) associated with H/L. Eight SNPs (p < 1/8068) reached a significant level of association. The significant SNP on GGA 19 (chicken chromosome 19) was in the gene for complement C1q binding protein (C1QBP). The wild-type and mutant individuals showed significant differences in H/L at five identified SNPs (p < 0.05). According to the results of pathway analysis, nine associated pathways (p < 0.05) were identified. By combining GWAS with pathway analysis, we found that all SNPs after QC explained 12.4% of the phenotypic variation in H/L, and 52 SNPs associated with H/L explained as much as 9.7% of the phenotypic variation in H/L. Our findings contribute to understanding of the genetic regulation of H/L and provide theoretical support.

Keywords: GWAS; H/L; disease-resistant breeding; pathway.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Chickens
  • Gene Regulatory Networks*
  • Genome-Wide Association Study*
  • Leukocytes / cytology
  • Leukocytes / immunology
  • Leukocytes / metabolism*
  • Lymphocytes / cytology
  • Lymphocytes / immunology
  • Lymphocytes / metabolism*
  • Neutrophils / cytology
  • Neutrophils / immunology
  • Neutrophils / metabolism*
  • Phenotype
  • Polymorphism, Single Nucleotide*
  • Quantitative Trait Loci*