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Genome-Wide Association Study between Single Nucleotide Polymorphisms and Flight Speed in Nellore Cattle
Tiago Silva Valente1, Fernando Baldi1, Aline Cristina Sant'Anna2
1Universidade Estadual Paulista (Unesp), Faculdade de Ciências Agrárias e Veterinárias, Departamento de Zootecnia, Via de Acesso Professor Paulo Donato Castellane, Jaboticabal, SP 14.884-900, Brazil.
This study identified nine genomic regions associated with cattle temperament using a genome-wide association study. Six candidate genes were pinpointed, offering insights into the genetic control of temperament in Nellore cattle.
Area of Science:
- Animal Genetics
- Genomics
- Behavioral Science
Background:
- Cattle temperament is crucial for beef cattle profitability, influencing productivity, animal welfare, and safety.
- Temperament is a complex trait influenced by genetics and environment.
- Understanding the genetic basis of temperament is essential for selective breeding.
Purpose of the Study:
- To conduct a genome-wide association study (GWAS) to identify genomic regions associated with cattle temperament.
- To detect potential candidate genes and their biological mechanisms influencing temperament, measured by flight speed (FS).
- To enhance comprehension of the genetic control of temperament in Nellore cattle.
Main Methods:
- A single-step genome-wide association study (ssGBLUP) was employed, integrating phenotypes from genotyped and non-genotyped animals.
- Utilized a high-density Bovine SNP BeadChip with 777,962 markers, reduced to 455,374 after quality control.
- Combined extensive pedigree data (162,645 animals) with genotypic data from 1,384 animals.
Main Results:
- Identified nine significant genomic regions (SNP windows) associated with flight speed (FS) across eight bovine chromosomes.
- Estimated heritability for FS was 0.21 ± 0.02.
- Six candidate genes (NCKAP5, PARK2, ANTXR1, GUCY1A2, CPE, DOCK1) were identified within these regions, with several linked to neurological functions.
Conclusions:
- The study successfully identified nine genomic regions and six candidate genes associated with beef cattle temperament (FS).
- These findings provide valuable insights into the genetic architecture of temperament in Nellore cattle.
- The identified genes and regions can aid in developing strategies for genetic improvement of cattle temperament.
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