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Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle
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 c...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6884513/ https://www.ncbi.nlm.nih.gov/pubmed/31784673 http://dx.doi.org/10.1038/s41598-019-54382-w |
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author | Bernardes, Priscila Arrigucci Nascimento, Guilherme Batista do Savegnago, Rodrigo Pelicioni Buzanskas, Marcos Eli Watanabe, Rafael Nakamura de Almeida Regitano, Luciana Correia Coutinho, Luiz Lehmann Gondro, Cedric Munari, Danísio Prado |
author_facet | Bernardes, Priscila Arrigucci Nascimento, Guilherme Batista do Savegnago, Rodrigo Pelicioni Buzanskas, Marcos Eli Watanabe, Rafael Nakamura de Almeida Regitano, Luciana Correia Coutinho, Luiz Lehmann Gondro, Cedric Munari, Danísio Prado |
author_sort | Bernardes, Priscila Arrigucci |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6884513 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68845132019-12-06 Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle Bernardes, Priscila Arrigucci Nascimento, Guilherme Batista do Savegnago, Rodrigo Pelicioni Buzanskas, Marcos Eli Watanabe, Rafael Nakamura de Almeida Regitano, Luciana Correia Coutinho, Luiz Lehmann Gondro, Cedric Munari, Danísio Prado Sci Rep Article 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. Nature Publishing Group UK 2019-11-29 /pmc/articles/PMC6884513/ /pubmed/31784673 http://dx.doi.org/10.1038/s41598-019-54382-w Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Bernardes, Priscila Arrigucci Nascimento, Guilherme Batista do Savegnago, Rodrigo Pelicioni Buzanskas, Marcos Eli Watanabe, Rafael Nakamura de Almeida Regitano, Luciana Correia Coutinho, Luiz Lehmann Gondro, Cedric Munari, Danísio Prado Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle |
title | Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle |
title_full | Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle |
title_fullStr | Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle |
title_full_unstemmed | Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle |
title_short | Evaluation of imputation accuracy using the combination of two high-density panels in Nelore beef cattle |
title_sort | evaluation of imputation accuracy using the combination of two high-density panels in nelore beef cattle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6884513/ https://www.ncbi.nlm.nih.gov/pubmed/31784673 http://dx.doi.org/10.1038/s41598-019-54382-w |
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