Back to Search
Start Over
Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle.
- Source :
-
Scientific reports [Sci Rep] 2019 Nov 29; Vol. 9 (1), pp. 17920. Date of Electronic Publication: 2019 Nov 29. - Publication Year :
- 2019
-
Abstract
- This study compared imputation from lower-density commercial and customized panels to high-density panels and a combined panel (Illumina and Affymetrix) in Nelore beef cattle. Additionally, linkage disequilibrium and haplotype block conformation were estimated in individual high-density panels and compared with corresponding values in the combined panel after imputation. Overall, 814 animals were genotyped using BovineHD BeadChip (IllumHD), and 93 of these animals were also genotyped using the Axion Genome-Wide BOS 1 Array Plate (AffyHD). In general, customization considering linkage disequilibrium and minor allele frequency had the highest accuracies. The IllumHD panel had higher values of linkage disequilibrium for short distances between SNPs than AffyHD and the combined panel. The combined panel had an increased number of small haplotype blocks. The use of a combined panel is recommended due to its increased density and number of haplotype blocks, which in turn increase the probability of a marker being close to a quantitative trait locus of interest. Considering common SNPs between IllumHD and AffyHD for the customization of a low-density panel increases the imputation accuracy for IllumHD, AffyHD and the combined panel.
- Subjects :
- Animals
Gene Frequency
Genome-Wide Association Study standards
Genotyping Techniques standards
High-Throughput Nucleotide Sequencing standards
Linkage Disequilibrium
Polymorphism, Single Nucleotide
Quantitative Trait Loci
Cattle genetics
Genome-Wide Association Study methods
Genotyping Techniques methods
Subjects
Details
- Language :
- English
- ISSN :
- 2045-2322
- Volume :
- 9
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Scientific reports
- Publication Type :
- Academic Journal
- Accession number :
- 31784673
- Full Text :
- https://doi.org/10.1038/s41598-019-54382-w