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...
Gespeichert in:
Veröffentlicht in: | Genes 2023-11, Vol.14 (11), p.2054 |
---|---|
Hauptverfasser: | , , , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | 11 |
container_start_page | 2054 |
container_title | Genes |
container_volume | 14 |
creator | Getmantseva, Lyubov Kolosova, Maria Fede, Kseniia Korobeinikova, Anna Kolosov, Anatoly Romanets, Elena Bakoev, Faridun Romanets, Timofey Yudin, Vladimir Keskinov, Anton Bakoev, Siroj |
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. |
doi_str_mv | 10.3390/genes14112054 |
format | Article |
fullrecord | <record><control><sourceid>gale_proqu</sourceid><recordid>TN_cdi_proquest_miscellaneous_2893843853</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A774320709</galeid><sourcerecordid>A774320709</sourcerecordid><originalsourceid>FETCH-LOGICAL-c383t-59427c5730978098ee282d16faeeb3100d53858d03b36d4e4d585b1625b977263</originalsourceid><addsrcrecordid>eNptkU1Lw0AQhhdRVKpHrxLw4iV19iu7eyzVVqGo4NcxJNlJ2NImupse_PdurYoVZw4zDM-8DPMSckJhyLmBiwZbDFRQykCKHXLIQPFUCCZ3f_UH5DiEOcQQwADkPjngGoAZow6JnrjWurZJ7j1aV_WdD0lXJzNskkussepD4trk3jUheQprbnz7nE5fRg9HZK8uFgGPv-qAPE2uHsfX6exuejMezdKKa96n0gimKqk4GKXBaESmmaVZXSCWnAJYybXUFnjJMytQWKllSTMmS6MUy_iAnG90X333tsLQ50sXKlwsiha7VciZNlyLqMEjevYHnXcr38brPikQGaW_qKZYYO7auut9Ua1F85FSgse_gYnU8B8qpsWlq7oWaxfnWwvpZqHyXQge6_zVu2Xh33MK-dqsfMusyJ9-Hbsql2h_6G9r-Af1U4ks</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2893046113</pqid></control><display><type>article</type><title>Finding Predictors of Leg Defects in Pigs Using CNV-GWAS</title><source>PubMed (Medline)</source><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>MEDLINE</source><source>EZB Electronic Journals Library</source><source>PubMed Central Open Access</source><creator>Getmantseva, Lyubov ; Kolosova, Maria ; Fede, Kseniia ; Korobeinikova, Anna ; Kolosov, Anatoly ; Romanets, Elena ; Bakoev, Faridun ; Romanets, Timofey ; Yudin, Vladimir ; Keskinov, Anton ; Bakoev, Siroj</creator><creatorcontrib>Getmantseva, Lyubov ; Kolosova, Maria ; Fede, Kseniia ; Korobeinikova, Anna ; Kolosov, Anatoly ; Romanets, Elena ; Bakoev, Faridun ; Romanets, Timofey ; Yudin, Vladimir ; Keskinov, Anton ; Bakoev, Siroj</creatorcontrib><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.</description><identifier>ISSN: 2073-4425</identifier><identifier>EISSN: 2073-4425</identifier><identifier>DOI: 10.3390/genes14112054</identifier><identifier>PMID: 38002997</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Amino acids ; Animals ; Association analysis ; Chromosomes ; Copy number ; DNA Copy Number Variations ; Fatty acids ; Genes ; Genetic aspects ; Genetic diversity ; Genome ; Genome-Wide Association Study ; Genomes ; Genomics ; Genotype ; Genotype & phenotype ; Hogs ; Immune response ; Kidneys ; Leg ; Liver ; Livestock ; Meat quality ; Phenotype ; Phenotypes ; Phenotypic variations ; Pork industry ; Swine ; Swine - genetics</subject><ispartof>Genes, 2023-11, Vol.14 (11), p.2054</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 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 (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c383t-59427c5730978098ee282d16faeeb3100d53858d03b36d4e4d585b1625b977263</cites><orcidid>0000-0002-0690-4217 ; 0000-0002-9199-6258 ; 0009-0003-0556-9343</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38002997$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Getmantseva, Lyubov</creatorcontrib><creatorcontrib>Kolosova, Maria</creatorcontrib><creatorcontrib>Fede, Kseniia</creatorcontrib><creatorcontrib>Korobeinikova, Anna</creatorcontrib><creatorcontrib>Kolosov, Anatoly</creatorcontrib><creatorcontrib>Romanets, Elena</creatorcontrib><creatorcontrib>Bakoev, Faridun</creatorcontrib><creatorcontrib>Romanets, Timofey</creatorcontrib><creatorcontrib>Yudin, Vladimir</creatorcontrib><creatorcontrib>Keskinov, Anton</creatorcontrib><creatorcontrib>Bakoev, Siroj</creatorcontrib><title>Finding Predictors of Leg Defects in Pigs Using CNV-GWAS</title><title>Genes</title><addtitle>Genes (Basel)</addtitle><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.</description><subject>Amino acids</subject><subject>Animals</subject><subject>Association analysis</subject><subject>Chromosomes</subject><subject>Copy number</subject><subject>DNA Copy Number Variations</subject><subject>Fatty acids</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic diversity</subject><subject>Genome</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genotype</subject><subject>Genotype & phenotype</subject><subject>Hogs</subject><subject>Immune response</subject><subject>Kidneys</subject><subject>Leg</subject><subject>Liver</subject><subject>Livestock</subject><subject>Meat quality</subject><subject>Phenotype</subject><subject>Phenotypes</subject><subject>Phenotypic variations</subject><subject>Pork industry</subject><subject>Swine</subject><subject>Swine - genetics</subject><issn>2073-4425</issn><issn>2073-4425</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNptkU1Lw0AQhhdRVKpHrxLw4iV19iu7eyzVVqGo4NcxJNlJ2NImupse_PdurYoVZw4zDM-8DPMSckJhyLmBiwZbDFRQykCKHXLIQPFUCCZ3f_UH5DiEOcQQwADkPjngGoAZow6JnrjWurZJ7j1aV_WdD0lXJzNskkussepD4trk3jUheQprbnz7nE5fRg9HZK8uFgGPv-qAPE2uHsfX6exuejMezdKKa96n0gimKqk4GKXBaESmmaVZXSCWnAJYybXUFnjJMytQWKllSTMmS6MUy_iAnG90X333tsLQ50sXKlwsiha7VciZNlyLqMEjevYHnXcr38brPikQGaW_qKZYYO7auut9Ua1F85FSgse_gYnU8B8qpsWlq7oWaxfnWwvpZqHyXQge6_zVu2Xh33MK-dqsfMusyJ9-Hbsql2h_6G9r-Af1U4ks</recordid><startdate>20231101</startdate><enddate>20231101</enddate><creator>Getmantseva, Lyubov</creator><creator>Kolosova, Maria</creator><creator>Fede, Kseniia</creator><creator>Korobeinikova, Anna</creator><creator>Kolosov, Anatoly</creator><creator>Romanets, Elena</creator><creator>Bakoev, Faridun</creator><creator>Romanets, Timofey</creator><creator>Yudin, Vladimir</creator><creator>Keskinov, Anton</creator><creator>Bakoev, Siroj</creator><general>MDPI AG</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0690-4217</orcidid><orcidid>https://orcid.org/0000-0002-9199-6258</orcidid><orcidid>https://orcid.org/0009-0003-0556-9343</orcidid></search><sort><creationdate>20231101</creationdate><title>Finding Predictors of Leg Defects in Pigs Using CNV-GWAS</title><author>Getmantseva, Lyubov ; Kolosova, Maria ; Fede, Kseniia ; Korobeinikova, Anna ; Kolosov, Anatoly ; Romanets, Elena ; Bakoev, Faridun ; Romanets, Timofey ; Yudin, Vladimir ; Keskinov, Anton ; Bakoev, Siroj</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c383t-59427c5730978098ee282d16faeeb3100d53858d03b36d4e4d585b1625b977263</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Amino acids</topic><topic>Animals</topic><topic>Association analysis</topic><topic>Chromosomes</topic><topic>Copy number</topic><topic>DNA Copy Number Variations</topic><topic>Fatty acids</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genetic diversity</topic><topic>Genome</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genotype</topic><topic>Genotype & phenotype</topic><topic>Hogs</topic><topic>Immune response</topic><topic>Kidneys</topic><topic>Leg</topic><topic>Liver</topic><topic>Livestock</topic><topic>Meat quality</topic><topic>Phenotype</topic><topic>Phenotypes</topic><topic>Phenotypic variations</topic><topic>Pork industry</topic><topic>Swine</topic><topic>Swine - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Getmantseva, Lyubov</creatorcontrib><creatorcontrib>Kolosova, Maria</creatorcontrib><creatorcontrib>Fede, Kseniia</creatorcontrib><creatorcontrib>Korobeinikova, Anna</creatorcontrib><creatorcontrib>Kolosov, Anatoly</creatorcontrib><creatorcontrib>Romanets, Elena</creatorcontrib><creatorcontrib>Bakoev, Faridun</creatorcontrib><creatorcontrib>Romanets, Timofey</creatorcontrib><creatorcontrib>Yudin, Vladimir</creatorcontrib><creatorcontrib>Keskinov, Anton</creatorcontrib><creatorcontrib>Bakoev, Siroj</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Biological Sciences</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Genes</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Getmantseva, Lyubov</au><au>Kolosova, Maria</au><au>Fede, Kseniia</au><au>Korobeinikova, Anna</au><au>Kolosov, Anatoly</au><au>Romanets, Elena</au><au>Bakoev, Faridun</au><au>Romanets, Timofey</au><au>Yudin, Vladimir</au><au>Keskinov, Anton</au><au>Bakoev, Siroj</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Finding Predictors of Leg Defects in Pigs Using CNV-GWAS</atitle><jtitle>Genes</jtitle><addtitle>Genes (Basel)</addtitle><date>2023-11-01</date><risdate>2023</risdate><volume>14</volume><issue>11</issue><spage>2054</spage><pages>2054-</pages><issn>2073-4425</issn><eissn>2073-4425</eissn><abstract>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.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>38002997</pmid><doi>10.3390/genes14112054</doi><orcidid>https://orcid.org/0000-0002-0690-4217</orcidid><orcidid>https://orcid.org/0000-0002-9199-6258</orcidid><orcidid>https://orcid.org/0009-0003-0556-9343</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2073-4425 |
ispartof | Genes, 2023-11, Vol.14 (11), p.2054 |
issn | 2073-4425 2073-4425 |
language | eng |
recordid | cdi_proquest_miscellaneous_2893843853 |
source | PubMed (Medline); MDPI - Multidisciplinary Digital Publishing Institute; MEDLINE; EZB Electronic Journals Library; PubMed Central Open Access |
subjects | Amino acids Animals Association analysis Chromosomes Copy number DNA Copy Number Variations Fatty acids Genes Genetic aspects Genetic diversity Genome Genome-Wide Association Study Genomes Genomics Genotype Genotype & phenotype Hogs Immune response Kidneys Leg Liver Livestock Meat quality Phenotype Phenotypes Phenotypic variations Pork industry Swine Swine - genetics |
title | Finding Predictors of Leg Defects in Pigs Using CNV-GWAS |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-10T16%3A10%3A24IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_proqu&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Finding%20Predictors%20of%20Leg%20Defects%20in%20Pigs%20Using%20CNV-GWAS&rft.jtitle=Genes&rft.au=Getmantseva,%20Lyubov&rft.date=2023-11-01&rft.volume=14&rft.issue=11&rft.spage=2054&rft.pages=2054-&rft.issn=2073-4425&rft.eissn=2073-4425&rft_id=info:doi/10.3390/genes14112054&rft_dat=%3Cgale_proqu%3EA774320709%3C/gale_proqu%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2893046113&rft_id=info:pmid/38002997&rft_galeid=A774320709&rfr_iscdi=true |