Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs.
Feed conversion efficiency is a measure of how well an animal converts feed into live weight and it is typically expressed as feed conversion ratio (FCR). FCR and related traits like growth rate (e.g. days to 110 kg-D110) are of high interest for animal breeders, farmers and society due to implicati...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Public Library of Science (PLoS)
2017-01-01
|
| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC5467825?pdf=render |
| _version_ | 1819085456923426816 |
|---|---|
| author | Justyna Horodyska Ruth M Hamill Patrick F Varley Henry Reyer Klaus Wimmers |
| author_facet | Justyna Horodyska Ruth M Hamill Patrick F Varley Henry Reyer Klaus Wimmers |
| author_sort | Justyna Horodyska |
| collection | DOAJ |
| description | Feed conversion efficiency is a measure of how well an animal converts feed into live weight and it is typically expressed as feed conversion ratio (FCR). FCR and related traits like growth rate (e.g. days to 110 kg-D110) are of high interest for animal breeders, farmers and society due to implications on animal performance, feeding costs and environmental sustainability. The objective of this study was to identify genomic regions associated with FCR and D110 in pigs. A total of 952 terminal line boars, showing an individual variation in FCR, were genotyped using 60K SNP-Chips. Markers were tested for associations with estimated breeding values (EBV) for FCR and D110. For FCR, the largest number of associated SNPs was located on chromosomes 4 (30 SNPs), 1 (25 SNPs), X (15 SNPs) and 6 (12 SNPs). The most prominent genomic regions for D110 were identified on chromosomes 15 (10 SNPs), 1 and 4 (both 9 SNPs). The most significantly associated SNPs for FCR and D110 mapped 129.8 Kb from METTL11B (chromosome 4) and 32Kb from MBD5 (chromosome 15), respectively. A list of positional genes, closest to significantly associated SNPs, was used to identify enriched pathways and biological functions related to the QTL for both traits. A number of candidate genes were significantly overrepresented in pathways of immune cell trafficking, lymphoid tissue structure, organ morphology, endocrine system function, lipid metabolism, and energy production. After resequencing the coding region of selected positional and functional candidate genes, six SNPs were genotyped in a subset of boars. SNPs in PRKDC, SELL, NR2E1 and AKRIC3 showed significant associations with EBVs for FCR/D110. The study revealed a number of chromosomal regions and candidate genes affecting FCR/D110 and pointed to corresponding biological pathways related to lipid metabolism, olfactory reception, and also immunological status. |
| first_indexed | 2024-12-21T21:04:39Z |
| format | Article |
| id | doaj.art-f6e43354f1b147449d5e9bc528fda5c0 |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-21T21:04:39Z |
| publishDate | 2017-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-f6e43354f1b147449d5e9bc528fda5c02022-12-21T18:50:21ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-01126e017348210.1371/journal.pone.0173482Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs.Justyna HorodyskaRuth M HamillPatrick F VarleyHenry ReyerKlaus WimmersFeed conversion efficiency is a measure of how well an animal converts feed into live weight and it is typically expressed as feed conversion ratio (FCR). FCR and related traits like growth rate (e.g. days to 110 kg-D110) are of high interest for animal breeders, farmers and society due to implications on animal performance, feeding costs and environmental sustainability. The objective of this study was to identify genomic regions associated with FCR and D110 in pigs. A total of 952 terminal line boars, showing an individual variation in FCR, were genotyped using 60K SNP-Chips. Markers were tested for associations with estimated breeding values (EBV) for FCR and D110. For FCR, the largest number of associated SNPs was located on chromosomes 4 (30 SNPs), 1 (25 SNPs), X (15 SNPs) and 6 (12 SNPs). The most prominent genomic regions for D110 were identified on chromosomes 15 (10 SNPs), 1 and 4 (both 9 SNPs). The most significantly associated SNPs for FCR and D110 mapped 129.8 Kb from METTL11B (chromosome 4) and 32Kb from MBD5 (chromosome 15), respectively. A list of positional genes, closest to significantly associated SNPs, was used to identify enriched pathways and biological functions related to the QTL for both traits. A number of candidate genes were significantly overrepresented in pathways of immune cell trafficking, lymphoid tissue structure, organ morphology, endocrine system function, lipid metabolism, and energy production. After resequencing the coding region of selected positional and functional candidate genes, six SNPs were genotyped in a subset of boars. SNPs in PRKDC, SELL, NR2E1 and AKRIC3 showed significant associations with EBVs for FCR/D110. The study revealed a number of chromosomal regions and candidate genes affecting FCR/D110 and pointed to corresponding biological pathways related to lipid metabolism, olfactory reception, and also immunological status.http://europepmc.org/articles/PMC5467825?pdf=render |
| spellingShingle | Justyna Horodyska Ruth M Hamill Patrick F Varley Henry Reyer Klaus Wimmers Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs. PLoS ONE |
| title | Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs. |
| title_full | Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs. |
| title_fullStr | Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs. |
| title_full_unstemmed | Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs. |
| title_short | Genome-wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs. |
| title_sort | genome wide association analysis and functional annotation of positional candidate genes for feed conversion efficiency and growth rate in pigs |
| url | http://europepmc.org/articles/PMC5467825?pdf=render |
| work_keys_str_mv | AT justynahorodyska genomewideassociationanalysisandfunctionalannotationofpositionalcandidategenesforfeedconversionefficiencyandgrowthrateinpigs AT ruthmhamill genomewideassociationanalysisandfunctionalannotationofpositionalcandidategenesforfeedconversionefficiencyandgrowthrateinpigs AT patrickfvarley genomewideassociationanalysisandfunctionalannotationofpositionalcandidategenesforfeedconversionefficiencyandgrowthrateinpigs AT henryreyer genomewideassociationanalysisandfunctionalannotationofpositionalcandidategenesforfeedconversionefficiencyandgrowthrateinpigs AT klauswimmers genomewideassociationanalysisandfunctionalannotationofpositionalcandidategenesforfeedconversionefficiencyandgrowthrateinpigs |