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Finding Predictors of Leg Defects in Pigs Using CNV-GWAS
One of the most important areas of modern genome research is the search for meaningful relationships between genetic variants and phenotypes. In the livestock field, there has been research demonstrating the influence of copy number variants (CNVs) on phenotypic variation. Despite the wide range in...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10671522/ https://www.ncbi.nlm.nih.gov/pubmed/38002997 http://dx.doi.org/10.3390/genes14112054 |
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author | Getmantseva, Lyubov Kolosova, Maria Fede, Kseniia Korobeinikova, Anna Kolosov, Anatoly Romanets, Elena Bakoev, Faridun Romanets, Timofey Yudin, Vladimir Keskinov, Anton Bakoev, Siroj |
author_facet | Getmantseva, Lyubov Kolosova, Maria Fede, Kseniia Korobeinikova, Anna Kolosov, Anatoly Romanets, Elena Bakoev, Faridun Romanets, Timofey Yudin, Vladimir Keskinov, Anton Bakoev, Siroj |
author_sort | Getmantseva, Lyubov |
collection | PubMed |
description | One of the most important areas of modern genome research is the search for meaningful relationships between genetic variants and phenotypes. In the livestock field, there has been research demonstrating the influence of copy number variants (CNVs) on phenotypic variation. Despite the wide range in the number and size of detected CNVs, a significant proportion differ between breeds and their functional effects are underestimated in the pig industry. In this work, we focused on the problem of leg defects in pigs (lumps/growths in the area of the hock joint on the hind legs) and focused on searching for molecular genetic predictors associated with this trait for the selection of breeding stock. The study was conducted on Large White pigs using three CNV calling tools (PennCNV, QuantiSNP and R-GADA) and the CNVRanger association analysis tool (CNV-GWAS). As a result, the analysis identified three candidate CNVRs associated with the formation of limb defects. Subsequent functional analysis suggested that all identified CNVs may act as potential predictors of the hock joint phenotype of pigs. It should be noted that the results obtained indicate that all significant regions are localized in genes (CTH, SRSF11, MAN1A1 and LPIN1) responsible for the metabolism of amino acids, fatty acids, glycerolipids and glycerophospholipids, thereby related to the immune response, liver functions, content intramuscular fat and animal fatness. These results are consistent with previously published studies, according to which a predisposition to the formation of leg defects can be realized through genetic variants associated with the functions of the liver, kidneys and hematological characteristics. |
format | Online Article Text |
id | pubmed-10671522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106715222023-11-08 Finding Predictors of Leg Defects in Pigs Using CNV-GWAS Getmantseva, Lyubov Kolosova, Maria Fede, Kseniia Korobeinikova, Anna Kolosov, Anatoly Romanets, Elena Bakoev, Faridun Romanets, Timofey Yudin, Vladimir Keskinov, Anton Bakoev, Siroj Genes (Basel) Article One of the most important areas of modern genome research is the search for meaningful relationships between genetic variants and phenotypes. In the livestock field, there has been research demonstrating the influence of copy number variants (CNVs) on phenotypic variation. Despite the wide range in the number and size of detected CNVs, a significant proportion differ between breeds and their functional effects are underestimated in the pig industry. In this work, we focused on the problem of leg defects in pigs (lumps/growths in the area of the hock joint on the hind legs) and focused on searching for molecular genetic predictors associated with this trait for the selection of breeding stock. The study was conducted on Large White pigs using three CNV calling tools (PennCNV, QuantiSNP and R-GADA) and the CNVRanger association analysis tool (CNV-GWAS). As a result, the analysis identified three candidate CNVRs associated with the formation of limb defects. Subsequent functional analysis suggested that all identified CNVs may act as potential predictors of the hock joint phenotype of pigs. It should be noted that the results obtained indicate that all significant regions are localized in genes (CTH, SRSF11, MAN1A1 and LPIN1) responsible for the metabolism of amino acids, fatty acids, glycerolipids and glycerophospholipids, thereby related to the immune response, liver functions, content intramuscular fat and animal fatness. These results are consistent with previously published studies, according to which a predisposition to the formation of leg defects can be realized through genetic variants associated with the functions of the liver, kidneys and hematological characteristics. MDPI 2023-11-08 /pmc/articles/PMC10671522/ /pubmed/38002997 http://dx.doi.org/10.3390/genes14112054 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Getmantseva, Lyubov Kolosova, Maria Fede, Kseniia Korobeinikova, Anna Kolosov, Anatoly Romanets, Elena Bakoev, Faridun Romanets, Timofey Yudin, Vladimir Keskinov, Anton Bakoev, Siroj Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
title | Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
title_full | Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
title_fullStr | Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
title_full_unstemmed | Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
title_short | Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
title_sort | finding predictors of leg defects in pigs using cnv-gwas |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10671522/ https://www.ncbi.nlm.nih.gov/pubmed/38002997 http://dx.doi.org/10.3390/genes14112054 |
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