Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Getmantseva, Lyubov, Kolosova, Maria, Fede, Kseniia, Korobeinikova, Anna, Kolosov, Anatoly, Romanets, Elena, Bakoev, Faridun, Romanets, Timofey, Yudin, Vladimir, Keskinov, Anton, Bakoev, Siroj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1785140176742252544
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
work_keys_str_mv AT getmantsevalyubov findingpredictorsoflegdefectsinpigsusingcnvgwas
AT kolosovamaria findingpredictorsoflegdefectsinpigsusingcnvgwas
AT fedekseniia findingpredictorsoflegdefectsinpigsusingcnvgwas
AT korobeinikovaanna findingpredictorsoflegdefectsinpigsusingcnvgwas
AT kolosovanatoly findingpredictorsoflegdefectsinpigsusingcnvgwas
AT romanetselena findingpredictorsoflegdefectsinpigsusingcnvgwas
AT bakoevfaridun findingpredictorsoflegdefectsinpigsusingcnvgwas
AT romanetstimofey findingpredictorsoflegdefectsinpigsusingcnvgwas
AT yudinvladimir findingpredictorsoflegdefectsinpigsusingcnvgwas
AT keskinovanton findingpredictorsoflegdefectsinpigsusingcnvgwas
AT bakoevsiroj findingpredictorsoflegdefectsinpigsusingcnvgwas