Cargando…

Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance

Knowledge of population structure is essential to improve the management and conservation of farm animal genetic resources. Microsatellites, which have long been popular for this type of analysis, are more and more neglected in favor of whole-genome single nucleotide polymorphism (SNP) chips that ar...

Descripción completa

Detalles Bibliográficos
Autores principales: Laoun, Abbas, Harkat, Sahraoui, Lafri, Mohamed, Gaouar, Semir Bechir Suheil, Belabdi, Ibrahim, Ciani, Elena, De Groot, Maarten, Blanquet, Véronique, Leroy, Gregoire, Rognon, Xavier, Da Silva, Anne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7016564/
https://www.ncbi.nlm.nih.gov/pubmed/31947936
http://dx.doi.org/10.3390/genes11010057
_version_ 1783497003890638848
author Laoun, Abbas
Harkat, Sahraoui
Lafri, Mohamed
Gaouar, Semir Bechir Suheil
Belabdi, Ibrahim
Ciani, Elena
De Groot, Maarten
Blanquet, Véronique
Leroy, Gregoire
Rognon, Xavier
Da Silva, Anne
author_facet Laoun, Abbas
Harkat, Sahraoui
Lafri, Mohamed
Gaouar, Semir Bechir Suheil
Belabdi, Ibrahim
Ciani, Elena
De Groot, Maarten
Blanquet, Véronique
Leroy, Gregoire
Rognon, Xavier
Da Silva, Anne
author_sort Laoun, Abbas
collection PubMed
description Knowledge of population structure is essential to improve the management and conservation of farm animal genetic resources. Microsatellites, which have long been popular for this type of analysis, are more and more neglected in favor of whole-genome single nucleotide polymorphism (SNP) chips that are now available for the main farmed animal species. In this study, we compared genetic patterns derived from microsatellites to that inferred by SNPs, considering three pairs of datasets of sheep and cattle. Population genetic differentiation analyses (Fixation index, F(ST)), as well as STRUCTURE analyses showed a very strong consistency between the two types of markers. Microsatellites gave pictures that were largely concordant with SNPs, although less accurate. The best concordance was found in the most complex dataset, which included 17 French sheep breeds (with a Pearson correlation coefficient of 0.95 considering the 136 values of pairwise F(ST), obtained with both types of markers). The use of microsatellites reduces the cost and the related analyses do not require specific computer equipment (i.e., information technology (IT) infrastructure able to provide adequate computing and storage capacity). Therefore, this tool may still be a very appropriate solution to evaluate, in a first stage, the general state of livestock at national scales. At a time when local breeds are disappearing at an alarming rate, it is urgent to improve our knowledge of them, in particular by promoting tools accessible to the greatest number.
format Online
Article
Text
id pubmed-7016564
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-70165642020-03-04 Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance Laoun, Abbas Harkat, Sahraoui Lafri, Mohamed Gaouar, Semir Bechir Suheil Belabdi, Ibrahim Ciani, Elena De Groot, Maarten Blanquet, Véronique Leroy, Gregoire Rognon, Xavier Da Silva, Anne Genes (Basel) Article Knowledge of population structure is essential to improve the management and conservation of farm animal genetic resources. Microsatellites, which have long been popular for this type of analysis, are more and more neglected in favor of whole-genome single nucleotide polymorphism (SNP) chips that are now available for the main farmed animal species. In this study, we compared genetic patterns derived from microsatellites to that inferred by SNPs, considering three pairs of datasets of sheep and cattle. Population genetic differentiation analyses (Fixation index, F(ST)), as well as STRUCTURE analyses showed a very strong consistency between the two types of markers. Microsatellites gave pictures that were largely concordant with SNPs, although less accurate. The best concordance was found in the most complex dataset, which included 17 French sheep breeds (with a Pearson correlation coefficient of 0.95 considering the 136 values of pairwise F(ST), obtained with both types of markers). The use of microsatellites reduces the cost and the related analyses do not require specific computer equipment (i.e., information technology (IT) infrastructure able to provide adequate computing and storage capacity). Therefore, this tool may still be a very appropriate solution to evaluate, in a first stage, the general state of livestock at national scales. At a time when local breeds are disappearing at an alarming rate, it is urgent to improve our knowledge of them, in particular by promoting tools accessible to the greatest number. MDPI 2020-01-04 /pmc/articles/PMC7016564/ /pubmed/31947936 http://dx.doi.org/10.3390/genes11010057 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Laoun, Abbas
Harkat, Sahraoui
Lafri, Mohamed
Gaouar, Semir Bechir Suheil
Belabdi, Ibrahim
Ciani, Elena
De Groot, Maarten
Blanquet, Véronique
Leroy, Gregoire
Rognon, Xavier
Da Silva, Anne
Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance
title Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance
title_full Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance
title_fullStr Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance
title_full_unstemmed Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance
title_short Inference of Breed Structure in Farm Animals: Empirical Comparison between SNP and Microsatellite Performance
title_sort inference of breed structure in farm animals: empirical comparison between snp and microsatellite performance
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7016564/
https://www.ncbi.nlm.nih.gov/pubmed/31947936
http://dx.doi.org/10.3390/genes11010057
work_keys_str_mv AT laounabbas inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT harkatsahraoui inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT lafrimohamed inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT gaouarsemirbechirsuheil inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT belabdiibrahim inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT cianielena inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT degrootmaarten inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT blanquetveronique inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT leroygregoire inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT rognonxavier inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance
AT dasilvaanne inferenceofbreedstructureinfarmanimalsempiricalcomparisonbetweensnpandmicrosatelliteperformance