Cargando…
Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array
Accuracy of genome-wide association studies, and the successful implementation of genomic selection depends on the level of linkage disequilibrium (LD) across the genome and also the persistence of LD phase between populations. In the present study LD between adjacent SNPs and LD decay between SNPs...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6544294/ https://www.ncbi.nlm.nih.gov/pubmed/31150486 http://dx.doi.org/10.1371/journal.pone.0217687 |
_version_ | 1783423233667629056 |
---|---|
author | Mokhber, Mahdi Shahrbabak, Mohammad Moradi Sadeghi, Mostafa Shahrbabak, Hossein Moradi Stella, Alessandra Nicolzzi, Ezequiel Williams, John L. |
author_facet | Mokhber, Mahdi Shahrbabak, Mohammad Moradi Sadeghi, Mostafa Shahrbabak, Hossein Moradi Stella, Alessandra Nicolzzi, Ezequiel Williams, John L. |
author_sort | Mokhber, Mahdi |
collection | PubMed |
description | Accuracy of genome-wide association studies, and the successful implementation of genomic selection depends on the level of linkage disequilibrium (LD) across the genome and also the persistence of LD phase between populations. In the present study LD between adjacent SNPs and LD decay between SNPs was calculated in three Iranian water buffalo populations. Persistence of LD phase was evaluated across these populations and effective population size (Ne) was estimated from corrected r(2) information. A set of 404 individuals from three Iranian buffalo populations were genotyped with the Axiom Buffalo Genotyping 90K Array. Average r(2) and |D'| between adjacent SNP pairs across all chromosomes was 0.27 and 0.66 for AZI, 0.29 and 0.68 for KHU, and 0.32 and 0.72 for MAZ. The LD between the SNPs decreased with increasing physical distance from 100Kb to 1Mb between markers, from 0.234 to 0.018 for AZI, 0.254 to 0.034 for KHU, and 0.297 to 0.119 for MAZ, respectively. These results indicate that a density of 90K SNP is sufficient for genomic analyses relying on long range LD (e.g. GWAS and genomic selection). The persistence of LD phase decreased with increasing marker distances across all the populations, but remained above 0.8 for AZI and KHU for marker distances up to 100Kb. For multi-breed genomic evaluation, the 90K SNP panel is suitable for AZI and KHU buffalo breeds. Estimated effective population sizes for AZI, KHU and MAZ were 477, 212 and 32, respectively, for recent generations. The estimated effective population sizes indicate that the MAZ is at risk and requires careful management. |
format | Online Article Text |
id | pubmed-6544294 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65442942019-06-17 Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array Mokhber, Mahdi Shahrbabak, Mohammad Moradi Sadeghi, Mostafa Shahrbabak, Hossein Moradi Stella, Alessandra Nicolzzi, Ezequiel Williams, John L. PLoS One Research Article Accuracy of genome-wide association studies, and the successful implementation of genomic selection depends on the level of linkage disequilibrium (LD) across the genome and also the persistence of LD phase between populations. In the present study LD between adjacent SNPs and LD decay between SNPs was calculated in three Iranian water buffalo populations. Persistence of LD phase was evaluated across these populations and effective population size (Ne) was estimated from corrected r(2) information. A set of 404 individuals from three Iranian buffalo populations were genotyped with the Axiom Buffalo Genotyping 90K Array. Average r(2) and |D'| between adjacent SNP pairs across all chromosomes was 0.27 and 0.66 for AZI, 0.29 and 0.68 for KHU, and 0.32 and 0.72 for MAZ. The LD between the SNPs decreased with increasing physical distance from 100Kb to 1Mb between markers, from 0.234 to 0.018 for AZI, 0.254 to 0.034 for KHU, and 0.297 to 0.119 for MAZ, respectively. These results indicate that a density of 90K SNP is sufficient for genomic analyses relying on long range LD (e.g. GWAS and genomic selection). The persistence of LD phase decreased with increasing marker distances across all the populations, but remained above 0.8 for AZI and KHU for marker distances up to 100Kb. For multi-breed genomic evaluation, the 90K SNP panel is suitable for AZI and KHU buffalo breeds. Estimated effective population sizes for AZI, KHU and MAZ were 477, 212 and 32, respectively, for recent generations. The estimated effective population sizes indicate that the MAZ is at risk and requires careful management. Public Library of Science 2019-05-31 /pmc/articles/PMC6544294/ /pubmed/31150486 http://dx.doi.org/10.1371/journal.pone.0217687 Text en © 2019 Mokhber et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Mokhber, Mahdi Shahrbabak, Mohammad Moradi Sadeghi, Mostafa Shahrbabak, Hossein Moradi Stella, Alessandra Nicolzzi, Ezequiel Williams, John L. Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array |
title | Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array |
title_full | Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array |
title_fullStr | Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array |
title_full_unstemmed | Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array |
title_short | Study of whole genome linkage disequilibrium patterns of Iranian water buffalo breeds using the Axiom Buffalo Genotyping 90K Array |
title_sort | study of whole genome linkage disequilibrium patterns of iranian water buffalo breeds using the axiom buffalo genotyping 90k array |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6544294/ https://www.ncbi.nlm.nih.gov/pubmed/31150486 http://dx.doi.org/10.1371/journal.pone.0217687 |
work_keys_str_mv | AT mokhbermahdi studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray AT shahrbabakmohammadmoradi studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray AT sadeghimostafa studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray AT shahrbabakhosseinmoradi studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray AT stellaalessandra studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray AT nicolzziezequiel studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray AT williamsjohnl studyofwholegenomelinkagedisequilibriumpatternsofiranianwaterbuffalobreedsusingtheaxiombuffalogenotyping90karray |