Genome-wide association study for performance traits in chickens using genotype by sequencing approach

Author(s)

Pertille, Fabio ; Monteiro Moreira, Gabriel Costa ; Zanella, Ricardo ; da Silva Nunes, Jose de Ribamar ; Boschiero, Clarissa ; Rovadoscki, Gregori Alberto ; Mourao, Gerson Barreto ; Ledur, Monica Correa ; Coutinho, Luiz Lehmann

• Document type: Journal article
• Source: SCIENTIFIC REPORTS; v. 7, FEB 9 2017.
• Web of Science Citations: 7

Abstract

Performance traits are economically important and are targets for selection in breeding programs, especially in the poultry industry. To identify regions on the chicken genome associated with performance traits, different genomic approaches have been applied in the last years. The aim of this study was the application of CornellGBS approach (134,528 SNPs generated from a PstI restriction enzyme) on Genome-Wide Association Studies (GWAS) in an outbred F-2 chicken population. We have validated 91.7% of these 134,528 SNPs after imputation of missed genotypes. Out of those, 20 SNPs were associated with feed conversion, one was associated with body weight at 35 days of age (P < 7.86E-07) and 93 were suggestively associated with a variety of performance traits (P < 1.57E-05). The majority of these SNPs (86.2%) overlapped with previously mapped QTL for the same performance traits and some of the SNPs also showed novel potential QTL regions. The results obtained in this study suggests future searches for candidate genes and QTL refinements as well as potential use of the SNPs described here in breeding programs. (AU)

• FAPESP's process: 14/08704-0 - Identification of loci of interest for poultry production
• Grantee: Luiz Lehmann Coutinho
• Support Opportunities: Research Projects - Thematic Grants