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Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data

The objective of this study was to calculate the extent and decay of linkage disequilibrium (LD) in 96 crossbred Vrindavani cattle genotyped with Bovine SNP50K Bead Chip. After filtering, 43,821 SNPs were retained for final analysis, across 2500.3 Mb of autosome. A significant percentage of SNPs was...

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Autores principales: Singh, Akansha, Kumar, Amit, Mehrotra, Arnav, A., Karthikeyan, Pandey, Ashwni Kumar, Mishra, B. P., Dutt, Triveni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584695/
https://www.ncbi.nlm.nih.gov/pubmed/34762692
http://dx.doi.org/10.1371/journal.pone.0259572
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author Singh, Akansha
Kumar, Amit
Mehrotra, Arnav
A., Karthikeyan
Pandey, Ashwni Kumar
Mishra, B. P.
Dutt, Triveni
author_facet Singh, Akansha
Kumar, Amit
Mehrotra, Arnav
A., Karthikeyan
Pandey, Ashwni Kumar
Mishra, B. P.
Dutt, Triveni
author_sort Singh, Akansha
collection PubMed
description The objective of this study was to calculate the extent and decay of linkage disequilibrium (LD) in 96 crossbred Vrindavani cattle genotyped with Bovine SNP50K Bead Chip. After filtering, 43,821 SNPs were retained for final analysis, across 2500.3 Mb of autosome. A significant percentage of SNPs was having minor allele frequency of less than 0.20. The extent of LD between autosomal SNPs up to 10 Mb apart across the genome was measured using r(2) statistic. The mean r(2) value was 0.43, if pairwise distance of marker was less than10 kb and it decreased further to 0.21 for 25–50 kb markers distance. Further, the effect of minor allele frequency and sample size on LD estimate was investigated. The LD value decreased with the increase in inter-marker distance, and increased with the increase of minor allelic frequency. The estimated inbreeding coefficient and effective population size were 0.04, and 46 for present generation, which indicated small and unstable population of Vrindavani cattle. These findings suggested that a denser or breed specific SNP panel would be required to cover all genome of Vrindavani cattle for genome wide association studies (GWAS).
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spelling pubmed-85846952021-11-12 Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data Singh, Akansha Kumar, Amit Mehrotra, Arnav A., Karthikeyan Pandey, Ashwni Kumar Mishra, B. P. Dutt, Triveni PLoS One Research Article The objective of this study was to calculate the extent and decay of linkage disequilibrium (LD) in 96 crossbred Vrindavani cattle genotyped with Bovine SNP50K Bead Chip. After filtering, 43,821 SNPs were retained for final analysis, across 2500.3 Mb of autosome. A significant percentage of SNPs was having minor allele frequency of less than 0.20. The extent of LD between autosomal SNPs up to 10 Mb apart across the genome was measured using r(2) statistic. The mean r(2) value was 0.43, if pairwise distance of marker was less than10 kb and it decreased further to 0.21 for 25–50 kb markers distance. Further, the effect of minor allele frequency and sample size on LD estimate was investigated. The LD value decreased with the increase in inter-marker distance, and increased with the increase of minor allelic frequency. The estimated inbreeding coefficient and effective population size were 0.04, and 46 for present generation, which indicated small and unstable population of Vrindavani cattle. These findings suggested that a denser or breed specific SNP panel would be required to cover all genome of Vrindavani cattle for genome wide association studies (GWAS). Public Library of Science 2021-11-11 /pmc/articles/PMC8584695/ /pubmed/34762692 http://dx.doi.org/10.1371/journal.pone.0259572 Text en © 2021 Singh et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Singh, Akansha
Kumar, Amit
Mehrotra, Arnav
A., Karthikeyan
Pandey, Ashwni Kumar
Mishra, B. P.
Dutt, Triveni
Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data
title Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data
title_full Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data
title_fullStr Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data
title_full_unstemmed Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data
title_short Estimation of linkage disequilibrium levels and allele frequency distribution in crossbred Vrindavani cattle using 50K SNP data
title_sort estimation of linkage disequilibrium levels and allele frequency distribution in crossbred vrindavani cattle using 50k snp data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8584695/
https://www.ncbi.nlm.nih.gov/pubmed/34762692
http://dx.doi.org/10.1371/journal.pone.0259572
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