Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1784597511981236224 |
---|---|
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). |
format | Online Article Text |
id | pubmed-8584695 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT singhakansha estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata AT kumaramit estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata AT mehrotraarnav estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata AT akarthikeyan estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata AT pandeyashwnikumar estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata AT mishrabp estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata AT dutttriveni estimationoflinkagedisequilibriumlevelsandallelefrequencydistributionincrossbredvrindavanicattleusing50ksnpdata |