Genomic evaluation in commercial beef cattle population using real and simulated data
| Grant number: | 17/11773-1 |
| Support type: | Regular Research Grants - Publications - Scientific article |
| Duration: | July 01, 2017 - December 31, 2017 |
| Field of knowledge: | Agronomical Sciences - Animal Husbandry |
| Principal Investigator: | Roberto Carvalheiro |
| Grantee: | Roberto Carvalheiro |
| Home Institution: | Faculdade de Ciências Agrárias e Veterinárias (FCAV). Universidade Estadual Paulista (UNESP). Campus de Jaboticabal. Jaboticabal , SP, Brazil |
Abstract
Stayability, which can be defined as the probability of a cow calving at a ( certain age when given the opportunity, is an important reproductive trait in beef ( cattle because it is directly related to herd profitability. The objective of this (study was to estimate genetic parameters and to identify possible genomic ( regions associated with the phenotypic expression of stayability in Nellore cows. (The variance components were estimated by Bayesian inference using a (threshold animal model that included the systematic effects of contemporary (group and sexual precocity and the random effects of animal and residual. The (SNP effects were estimated by the single-step genomic BLUP method using (information of 2,838 animals (2,020 females and 930 sires) genotyped with the (Illumina High-Density BeadChip Array (San Diego, CA, USA). The variance explained by windows formed by 200 consecutive SNPs was used to identify (genomic regions of largest effect on the expression of stayability. The (heritability was 0.11 ± 0.01 when A matrix (pedigree) was used and 0.14 ± 0.01 (when H matrix (relationship matrix that combines pedigree information and SNP (data) was used. A total of 147 candidate genes for stayability were identified on (chromosomes 1, 2, 5, 6, 9 and 20 and on the X chromosome. New candidate (regions for stayability were detected, most of them related to reproductive, (immunological and central nervous system functions. ( (AU)