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Genome-Wide Association Study Identifies 12 Loci Associated with Body Weight at Age 8 Weeks in Korean Native Chickens
Meat from Korean native chickens (KNCs) has high consumer demand; however, slow growth performance and high variation in body weight (BW) of KNCs remain an issue. Genome-wide association study (GWAS) is a powerful method to identify quantitative trait-associated genomic loci. A GWAS, based on a larg...
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Published in: | Genes 2021-07, Vol.12 (8), p.1170 |
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description | Meat from Korean native chickens (KNCs) has high consumer demand; however, slow growth performance and high variation in body weight (BW) of KNCs remain an issue. Genome-wide association study (GWAS) is a powerful method to identify quantitative trait-associated genomic loci. A GWAS, based on a large-scale KNC population, is needed to identify underlying genetic mechanisms related to its growth traits. To identify BW-associated genomic regions, we performed a GWAS using the chicken 60K single nucleotide polymorphism (SNP) panel for 1328 KNCs. BW was measured at 8 weeks of age, from 2018 to 2020. Twelve SNPs were associated with BW at the suggestive significance level (
< 2.95 × 10
) and located near or within 11 candidate genes, including
,
,
,
,
and
. Gene set enrichment analysis based on the GWAS results at
< 0.05 (1680 SNPs) showed that 32 Gene Ontology terms and two Kyoto Encyclopedia of Genes and Genomes pathways, including regulation of transcription, motor activity, the mitogen-activated protein kinase signaling pathway, and tight junction, were significantly enriched (
< 0.05) for BW-associated genes. These pathways are involved in cell growth and development, related to BW gain. The identified SNPs are potential biomarkers in KNC breeding. |
doi_str_mv | 10.3390/genes12081170 |
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< 2.95 × 10
) and located near or within 11 candidate genes, including
,
,
,
,
and
. Gene set enrichment analysis based on the GWAS results at
< 0.05 (1680 SNPs) showed that 32 Gene Ontology terms and two Kyoto Encyclopedia of Genes and Genomes pathways, including regulation of transcription, motor activity, the mitogen-activated protein kinase signaling pathway, and tight junction, were significantly enriched (
< 0.05) for BW-associated genes. These pathways are involved in cell growth and development, related to BW gain. The identified SNPs are potential biomarkers in KNC breeding.</description><identifier>ISSN: 2073-4425</identifier><identifier>EISSN: 2073-4425</identifier><identifier>DOI: 10.3390/genes12081170</identifier><identifier>PMID: 34440344</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Age ; Animals ; Body weight ; Body Weight - genetics ; Chickens - genetics ; Chromosome Mapping - veterinary ; Gene loci ; Gene regulation ; Gene set enrichment analysis ; Genome-wide association studies ; Genome-Wide Association Study ; Genomes ; Genomics ; MAP kinase ; Meat ; Motor activity ; Polymorphism, Single Nucleotide ; Poultry ; Principal components analysis ; Protein kinase ; Quality control ; Republic of Korea ; Signal transduction ; Single-nucleotide polymorphism ; Software ; Transcription ; Ventilation</subject><ispartof>Genes, 2021-07, Vol.12 (8), p.1170</ispartof><rights>2021 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><rights>2021 by the authors. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c415t-ae1dcecb6e7d5df61f5dfcd3d518fd36ec1c2043c4f6f87e4d93b614d55a4d2a3</citedby><cites>FETCH-LOGICAL-c415t-ae1dcecb6e7d5df61f5dfcd3d518fd36ec1c2043c4f6f87e4d93b614d55a4d2a3</cites><orcidid>0000-0002-9705-2979 ; 0000-0003-0718-3463 ; 0000-0002-5205-193X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2565238786/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2565238786?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34440344$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cha, Jihye</creatorcontrib><creatorcontrib>Choo, Hyojun</creatorcontrib><creatorcontrib>Srikanth, Krishnamoorthy</creatorcontrib><creatorcontrib>Lee, Seung-Hwan</creatorcontrib><creatorcontrib>Son, Ju-Whan</creatorcontrib><creatorcontrib>Park, Mi-Rim</creatorcontrib><creatorcontrib>Kim, Nayeon</creatorcontrib><creatorcontrib>Jang, Gul Won</creatorcontrib><creatorcontrib>Park, Jong-Eun</creatorcontrib><title>Genome-Wide Association Study Identifies 12 Loci Associated with Body Weight at Age 8 Weeks in Korean Native Chickens</title><title>Genes</title><addtitle>Genes (Basel)</addtitle><description>Meat from Korean native chickens (KNCs) has high consumer demand; however, slow growth performance and high variation in body weight (BW) of KNCs remain an issue. Genome-wide association study (GWAS) is a powerful method to identify quantitative trait-associated genomic loci. A GWAS, based on a large-scale KNC population, is needed to identify underlying genetic mechanisms related to its growth traits. To identify BW-associated genomic regions, we performed a GWAS using the chicken 60K single nucleotide polymorphism (SNP) panel for 1328 KNCs. BW was measured at 8 weeks of age, from 2018 to 2020. Twelve SNPs were associated with BW at the suggestive significance level (
< 2.95 × 10
) and located near or within 11 candidate genes, including
,
,
,
,
and
. Gene set enrichment analysis based on the GWAS results at
< 0.05 (1680 SNPs) showed that 32 Gene Ontology terms and two Kyoto Encyclopedia of Genes and Genomes pathways, including regulation of transcription, motor activity, the mitogen-activated protein kinase signaling pathway, and tight junction, were significantly enriched (
< 0.05) for BW-associated genes. These pathways are involved in cell growth and development, related to BW gain. The identified SNPs are potential biomarkers in KNC breeding.</description><subject>Age</subject><subject>Animals</subject><subject>Body weight</subject><subject>Body Weight - genetics</subject><subject>Chickens - genetics</subject><subject>Chromosome Mapping - veterinary</subject><subject>Gene loci</subject><subject>Gene regulation</subject><subject>Gene set enrichment analysis</subject><subject>Genome-wide association studies</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genomics</subject><subject>MAP kinase</subject><subject>Meat</subject><subject>Motor activity</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Poultry</subject><subject>Principal components analysis</subject><subject>Protein kinase</subject><subject>Quality control</subject><subject>Republic of Korea</subject><subject>Signal transduction</subject><subject>Single-nucleotide polymorphism</subject><subject>Software</subject><subject>Transcription</subject><subject>Ventilation</subject><issn>2073-4425</issn><issn>2073-4425</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkU1PGzEQhi3UiqCUI9fKUi-9LPh7N5dKaQQBEbWHFuVoOfZsYkhsuvaC8u9xRIigPoxtzaNHM3oROqPknPMRuVhCgEQZaSityRE6YaTmlRBMfnr3HqDTlO5JOYIwQuQxGnAhBCnlBPVTCHED1dw7wOOUovUm-xjwn9y7Lb5xELJvPSRMGZ6V7gECh599XuGfsXBz8MtVxibj8RJwU_7wkLAP-DZ2YAL-VaRPgCcrbx8gpC_oc2vWCU739xDdXV3-nVxXs9_Tm8l4VllBZa4MUGfBLhTUTrpW0bZU67iTtGkdV2CpZURwK1rVNjUIN-ILRYWT0gjHDB-iH6_ex36xgeIKuTNr_dj5jem2OhqvP3aCX-llfNINH4l6JIrg-17QxX89pKw3PllYr02A2CfNpFKEK0pUQb_9h97HvgtlvR0lGW_qZkdVr5TtYkodtIdhKNG7TPWHTAv_9f0GB_otQf4CKB-eNA</recordid><startdate>20210729</startdate><enddate>20210729</enddate><creator>Cha, Jihye</creator><creator>Choo, Hyojun</creator><creator>Srikanth, Krishnamoorthy</creator><creator>Lee, Seung-Hwan</creator><creator>Son, Ju-Whan</creator><creator>Park, Mi-Rim</creator><creator>Kim, Nayeon</creator><creator>Jang, Gul Won</creator><creator>Park, Jong-Eun</creator><general>MDPI AG</general><general>MDPI</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><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-9705-2979</orcidid><orcidid>https://orcid.org/0000-0003-0718-3463</orcidid><orcidid>https://orcid.org/0000-0002-5205-193X</orcidid></search><sort><creationdate>20210729</creationdate><title>Genome-Wide Association Study Identifies 12 Loci Associated with Body Weight at Age 8 Weeks in Korean Native Chickens</title><author>Cha, Jihye ; Choo, Hyojun ; Srikanth, Krishnamoorthy ; Lee, Seung-Hwan ; Son, Ju-Whan ; Park, Mi-Rim ; Kim, Nayeon ; Jang, Gul Won ; Park, Jong-Eun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c415t-ae1dcecb6e7d5df61f5dfcd3d518fd36ec1c2043c4f6f87e4d93b614d55a4d2a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Age</topic><topic>Animals</topic><topic>Body weight</topic><topic>Body Weight - genetics</topic><topic>Chickens - genetics</topic><topic>Chromosome Mapping - veterinary</topic><topic>Gene loci</topic><topic>Gene regulation</topic><topic>Gene set enrichment analysis</topic><topic>Genome-wide association studies</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Genomics</topic><topic>MAP kinase</topic><topic>Meat</topic><topic>Motor activity</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Poultry</topic><topic>Principal components analysis</topic><topic>Protein kinase</topic><topic>Quality control</topic><topic>Republic of Korea</topic><topic>Signal transduction</topic><topic>Single-nucleotide polymorphism</topic><topic>Software</topic><topic>Transcription</topic><topic>Ventilation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cha, Jihye</creatorcontrib><creatorcontrib>Choo, Hyojun</creatorcontrib><creatorcontrib>Srikanth, Krishnamoorthy</creatorcontrib><creatorcontrib>Lee, Seung-Hwan</creatorcontrib><creatorcontrib>Son, Ju-Whan</creatorcontrib><creatorcontrib>Park, Mi-Rim</creatorcontrib><creatorcontrib>Kim, Nayeon</creatorcontrib><creatorcontrib>Jang, Gul Won</creatorcontrib><creatorcontrib>Park, Jong-Eun</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</collection><collection>ProQuest Biological Science Collection</collection><collection>ProQuest Biological Science Journals</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><collection>PubMed Central (Full Participant titles)</collection><jtitle>Genes</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cha, Jihye</au><au>Choo, Hyojun</au><au>Srikanth, Krishnamoorthy</au><au>Lee, Seung-Hwan</au><au>Son, Ju-Whan</au><au>Park, Mi-Rim</au><au>Kim, Nayeon</au><au>Jang, Gul Won</au><au>Park, Jong-Eun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome-Wide Association Study Identifies 12 Loci Associated with Body Weight at Age 8 Weeks in Korean Native Chickens</atitle><jtitle>Genes</jtitle><addtitle>Genes (Basel)</addtitle><date>2021-07-29</date><risdate>2021</risdate><volume>12</volume><issue>8</issue><spage>1170</spage><pages>1170-</pages><issn>2073-4425</issn><eissn>2073-4425</eissn><abstract>Meat from Korean native chickens (KNCs) has high consumer demand; however, slow growth performance and high variation in body weight (BW) of KNCs remain an issue. Genome-wide association study (GWAS) is a powerful method to identify quantitative trait-associated genomic loci. A GWAS, based on a large-scale KNC population, is needed to identify underlying genetic mechanisms related to its growth traits. To identify BW-associated genomic regions, we performed a GWAS using the chicken 60K single nucleotide polymorphism (SNP) panel for 1328 KNCs. BW was measured at 8 weeks of age, from 2018 to 2020. Twelve SNPs were associated with BW at the suggestive significance level (
< 2.95 × 10
) and located near or within 11 candidate genes, including
,
,
,
,
and
. Gene set enrichment analysis based on the GWAS results at
< 0.05 (1680 SNPs) showed that 32 Gene Ontology terms and two Kyoto Encyclopedia of Genes and Genomes pathways, including regulation of transcription, motor activity, the mitogen-activated protein kinase signaling pathway, and tight junction, were significantly enriched (
< 0.05) for BW-associated genes. These pathways are involved in cell growth and development, related to BW gain. The identified SNPs are potential biomarkers in KNC breeding.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>34440344</pmid><doi>10.3390/genes12081170</doi><orcidid>https://orcid.org/0000-0002-9705-2979</orcidid><orcidid>https://orcid.org/0000-0003-0718-3463</orcidid><orcidid>https://orcid.org/0000-0002-5205-193X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Age Animals Body weight Body Weight - genetics Chickens - genetics Chromosome Mapping - veterinary Gene loci Gene regulation Gene set enrichment analysis Genome-wide association studies Genome-Wide Association Study Genomes Genomics MAP kinase Meat Motor activity Polymorphism, Single Nucleotide Poultry Principal components analysis Protein kinase Quality control Republic of Korea Signal transduction Single-nucleotide polymorphism Software Transcription Ventilation |
title | Genome-Wide Association Study Identifies 12 Loci Associated with Body Weight at Age 8 Weeks in Korean Native Chickens |
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