Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs

Traditionally, pedigree-based relationship coefficients were used to manage inbreeding and control inbreeding depression that occurs within populations. The extensive incorporation of genomic data in livestock breeding creates the opportunity to develop and implement methods to manage populations at...

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Main Authors: Grażyna Polak, Artur Gurgul, Igor Jasielczuk, Tomasz Szmatoła, Jędrzej Krupiński, Monika Bugno-Poniewierska
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Genes
Subjects:
SNP
Online Access:https://www.mdpi.com/2073-4425/12/3/429
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spelling doaj-9c8430e6891d49b4bfab7119ec5dc6472021-03-18T00:03:26ZengMDPI AGGenes2073-44252021-03-011242942910.3390/genes12030429Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation ProgramsGrażyna Polak0Artur Gurgul1Igor Jasielczuk2Tomasz Szmatoła3Jędrzej Krupiński4Monika Bugno-Poniewierska5Department of Horse Breeding, National Research Institute of Animal Production, Krakowska 1, 32-083 Balice, PolandCenter for Experimental and Innovative Medicine, University of Agriculture in Krakow, Rędzina 1c, 30-248 Kraków, PolandCenter for Experimental and Innovative Medicine, University of Agriculture in Krakow, Rędzina 1c, 30-248 Kraków, PolandCenter for Experimental and Innovative Medicine, University of Agriculture in Krakow, Rędzina 1c, 30-248 Kraków, PolandDepartment of Horse Breeding, National Research Institute of Animal Production, Krakowska 1, 32-083 Balice, PolandDepartment of Animal Reproduction, Anatomy and Genomics, University of Agriculture in Kraków, al. Mickiewicza 24/28, 30-059 Kraków, PolandTraditionally, pedigree-based relationship coefficients were used to manage inbreeding and control inbreeding depression that occurs within populations. The extensive incorporation of genomic data in livestock breeding creates the opportunity to develop and implement methods to manage populations at the genomic level. Consequently, the realized proportion of the genome that two individuals share can be more accurately estimated instead of using pedigree information to estimate the expected proportion of shared alleles. To make use of this improvement, in this study we evaluated the genomic inbreeding measures in the Polish conserved cold-blooded horse population and compared the data with the traditional measures of inbreeding. Additionally, an ancestry fractions/proportions from Admixture software were tested as an estimate of lineage (ancestry coefficient) used for horses qualifying for the conservation program. The highest correlation of pedigree-based (F<sub>PED</sub>) and genomic inbreeding estimates was found for F<sub>ROH</sub> (runs of homozygosity-based F coefficient) and F<sub>UNI</sub> (F coefficient based on the correlation between uniting gametes). F<sub>ROH</sub> correlation with F<sub>PED</sub> tended to increase as the number of generations registered as pedigree increased. While lineage and gene contributions (Q) from Admixture software correlated, they showed poor direct compliance; hence, Q-value cannot be recommended as the estimate of pedigree-based lineage. All these findings suggest that the methods of genomics should be considered as an alternative or support in the analysis of population structure in conservative breeding that can help control inbreeding in rare horse populations.https://www.mdpi.com/2073-4425/12/3/429horseinbreedingSNPgenomicpedigree
collection DOAJ
language English
format Article
sources DOAJ
author Grażyna Polak
Artur Gurgul
Igor Jasielczuk
Tomasz Szmatoła
Jędrzej Krupiński
Monika Bugno-Poniewierska
spellingShingle Grażyna Polak
Artur Gurgul
Igor Jasielczuk
Tomasz Szmatoła
Jędrzej Krupiński
Monika Bugno-Poniewierska
Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs
Genes
horse
inbreeding
SNP
genomic
pedigree
author_facet Grażyna Polak
Artur Gurgul
Igor Jasielczuk
Tomasz Szmatoła
Jędrzej Krupiński
Monika Bugno-Poniewierska
author_sort Grażyna Polak
title Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs
title_short Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs
title_full Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs
title_fullStr Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs
title_full_unstemmed Suitability of Pedigree Information and Genomic Methods for Analyzing Inbreeding of Polish Cold-Blooded Horses Covered by Conservation Programs
title_sort suitability of pedigree information and genomic methods for analyzing inbreeding of polish cold-blooded horses covered by conservation programs
publisher MDPI AG
series Genes
issn 2073-4425
publishDate 2021-03-01
description Traditionally, pedigree-based relationship coefficients were used to manage inbreeding and control inbreeding depression that occurs within populations. The extensive incorporation of genomic data in livestock breeding creates the opportunity to develop and implement methods to manage populations at the genomic level. Consequently, the realized proportion of the genome that two individuals share can be more accurately estimated instead of using pedigree information to estimate the expected proportion of shared alleles. To make use of this improvement, in this study we evaluated the genomic inbreeding measures in the Polish conserved cold-blooded horse population and compared the data with the traditional measures of inbreeding. Additionally, an ancestry fractions/proportions from Admixture software were tested as an estimate of lineage (ancestry coefficient) used for horses qualifying for the conservation program. The highest correlation of pedigree-based (F<sub>PED</sub>) and genomic inbreeding estimates was found for F<sub>ROH</sub> (runs of homozygosity-based F coefficient) and F<sub>UNI</sub> (F coefficient based on the correlation between uniting gametes). F<sub>ROH</sub> correlation with F<sub>PED</sub> tended to increase as the number of generations registered as pedigree increased. While lineage and gene contributions (Q) from Admixture software correlated, they showed poor direct compliance; hence, Q-value cannot be recommended as the estimate of pedigree-based lineage. All these findings suggest that the methods of genomics should be considered as an alternative or support in the analysis of population structure in conservative breeding that can help control inbreeding in rare horse populations.
topic horse
inbreeding
SNP
genomic
pedigree
url https://www.mdpi.com/2073-4425/12/3/429
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