Multi-strategy genome-wide association studies identify the DCAF16-NCAPG region as a susceptibility locus for average daily gain in cattle
Average daily gain (ADG) is the most economically important trait in beef cattle industry. Using genome-wide association study (GWAS) approaches, previous studies have identified several causal variants within the PLAG1, NCAPG and LCORL genes for ADG in cattle. Multi-strategy GWASs were implemented...
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Veröffentlicht in: | Scientific reports 2016-11, Vol.6 (1), p.38073-38073, Article 38073 |
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Zusammenfassung: | Average daily gain (ADG) is the most economically important trait in beef cattle industry. Using genome-wide association study (GWAS) approaches, previous studies have identified several causal variants within the
PLAG1, NCAPG
and
LCORL
genes for ADG in cattle. Multi-strategy GWASs were implemented in this study to improve detection and to explore the causal genes and regions. In this study, we conducted GWASs based on the genotypes of 1,173 Simmental cattle. In the SNP-based GWAS, the most significant SNPs (rs109303784 and rs110058857, P = 1.78 × 10
−7
) were identified in the
NCAPG
intron on BTA6 and explained 4.01% of the phenotypic variance, and the independent and significant SNP (rs110406669, P = 5.18 × 10
−6
) explained 3.32% of the phenotypic variance. Similarly, in the haplotype-based GWAS, the most significant haplotype block, Hap-6-N1416 (P = 2.56 × 10
−8
), spanned 12.7 kb on BTA6 and explained 4.85% of the phenotypic variance. Also, in the gene-based GWAS, seven significant genes were obtained which included
DCAF16
and
NCAPG
. Moreover, analysis of the transcript levels confirmed that transcripts abundance of
NCAPG
(P = 0.046) and
DCAF16
(P = 0.046) were significantly correlated with the ADG trait. Overall, our results from the multi-strategy GWASs revealed the
DCAF16-NCAPG
region to be a susceptibility locus for ADG in cattle. |
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ISSN: | 2045-2322 2045-2322 |
DOI: | 10.1038/srep38073 |