Inbreeding depression in line 1 Hereford cattle population using pedigree and genomic information
This study aimed at assessing inbreeding and its effect on growth and fertility traits using the longtime closed line 1 Hereford cattle population. Inbreeding was estimated based on pedigree (FPED) and genomic information. For the latter, three estimates were derived based on the diagonal elements o...
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description | This study aimed at assessing inbreeding and its effect on growth and fertility traits using the longtime closed line 1 Hereford cattle population. Inbreeding was estimated based on pedigree (FPED) and genomic information. For the latter, three estimates were derived based on the diagonal elements of the genomic relationship matrix using estimated (FGRM) or fixed (FGRM0.5) minor allele frequencies or runs of homozygosity (ROH) (FROH). A pedigree containing 10,186 animals was used to calculate FPED. Genomic inbreeding was evaluated using 785 animals genotyped for 30,810 SNP. Traits analyzed were birth weight (BWT), weaning weight (WWT), yearling weight (YWT), ADG, and age at first calving (AFC). The number of ROH per animal ranged between 6 and 119 segments with an average of 83. The shortest and longest segments were 1.36 and 64.86 Mb long, respectively, reflecting both ancient and recent inbreeding occurring in the last 30 to 40 generations. The average inbreeding was 29.2%, 16.1%, 30.2%, and 22.9% for FPED, FGRM, FGRM0.5, and FROH, respectively. FROH provided the highest correlations with FPED (r = 0.66). Across paternal half-sib families, with minimal variation in FPED, there were substantial variations in their genomic inbreeding. Inbreeding depression analyses showed that a 1% increase in an animal's FPED resulted in a decrease of 1.20 kg, 2.03 kg, and 0.004 kg/d in WWT, YWT, and ADG, respectively. Maternal inbreeding showed significantly negative effects on progeny growth performance. AFC increased by 1.4 and 0.8 d for each 1% increase in FPED of the cow and her dam, respectively. Using genomic inbreeding, similar impact on growth traits was observed although the magnitude of the effect varied between methods. Across all genomic measures, WWT, YWT, and ADG decreased by 0.21 to 0.53 kg, 0.46 to 1.13 kg, and 0.002 to 0.006 kg/d for each 1% increase in genomic inbreeding, respectively. Four chromosomes (9, 12, 17, and 27) were identified to have a significant association between their homozygosity (FROH-CHR) and growth traits. Variability in genomic inbreeding could be useful when deciding between full and half-sib selection candidates. Despite the high level of inbreeding in this study, its negative impact on growth performance was not as severe as expected, which may be attributed to the purging of the deleterious alleles due to natural or artificial selection over time. |
doi_str_mv | 10.1093/jas/sky385 |
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Inbreeding was estimated based on pedigree (FPED) and genomic information. For the latter, three estimates were derived based on the diagonal elements of the genomic relationship matrix using estimated (FGRM) or fixed (FGRM0.5) minor allele frequencies or runs of homozygosity (ROH) (FROH). A pedigree containing 10,186 animals was used to calculate FPED. Genomic inbreeding was evaluated using 785 animals genotyped for 30,810 SNP. Traits analyzed were birth weight (BWT), weaning weight (WWT), yearling weight (YWT), ADG, and age at first calving (AFC). The number of ROH per animal ranged between 6 and 119 segments with an average of 83. The shortest and longest segments were 1.36 and 64.86 Mb long, respectively, reflecting both ancient and recent inbreeding occurring in the last 30 to 40 generations. The average inbreeding was 29.2%, 16.1%, 30.2%, and 22.9% for FPED, FGRM, FGRM0.5, and FROH, respectively. FROH provided the highest correlations with FPED (r = 0.66). Across paternal half-sib families, with minimal variation in FPED, there were substantial variations in their genomic inbreeding. Inbreeding depression analyses showed that a 1% increase in an animal's FPED resulted in a decrease of 1.20 kg, 2.03 kg, and 0.004 kg/d in WWT, YWT, and ADG, respectively. Maternal inbreeding showed significantly negative effects on progeny growth performance. AFC increased by 1.4 and 0.8 d for each 1% increase in FPED of the cow and her dam, respectively. Using genomic inbreeding, similar impact on growth traits was observed although the magnitude of the effect varied between methods. Across all genomic measures, WWT, YWT, and ADG decreased by 0.21 to 0.53 kg, 0.46 to 1.13 kg, and 0.002 to 0.006 kg/d for each 1% increase in genomic inbreeding, respectively. Four chromosomes (9, 12, 17, and 27) were identified to have a significant association between their homozygosity (FROH-CHR) and growth traits. Variability in genomic inbreeding could be useful when deciding between full and half-sib selection candidates. Despite the high level of inbreeding in this study, its negative impact on growth performance was not as severe as expected, which may be attributed to the purging of the deleterious alleles due to natural or artificial selection over time.</description><identifier>ISSN: 0021-8812</identifier><identifier>EISSN: 1525-3163</identifier><identifier>DOI: 10.1093/jas/sky385</identifier><identifier>PMID: 30304409</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Alleles ; animal fertility ; Animal Genetics and Genomics ; Animals ; Birth Weight ; Cattle - genetics ; Female ; Fertility - genetics ; Gene Frequency ; Genomics ; Genotype ; growth performance ; growth traits ; Hereford ; homozygosity ; Homozygote ; Inbreeding ; Inbreeding Depression ; Male ; Pedigree ; Phenotype ; reproductive traits ; Weaning</subject><ispartof>Journal of animal science, 2019-01, Vol.97 (1), p.1-18</ispartof><rights>The Author(s) 2018. Published by Oxford University Press on behalf of the American Society of Animal Science. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com. 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313130/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313130/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,724,777,781,882,27905,27906,53772,53774</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30304409$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sumreddee, Pattarapol</creatorcontrib><creatorcontrib>Toghiani, Sajjad</creatorcontrib><creatorcontrib>Hay, El Hamidi</creatorcontrib><creatorcontrib>Roberts, Andrew</creatorcontrib><creatorcontrib>Agrrey, Samuel E</creatorcontrib><creatorcontrib>Rekaya, Romdhane</creatorcontrib><title>Inbreeding depression in line 1 Hereford cattle population using pedigree and genomic information</title><title>Journal of animal science</title><addtitle>J Anim Sci</addtitle><description>This study aimed at assessing inbreeding and its effect on growth and fertility traits using the longtime closed line 1 Hereford cattle population. Inbreeding was estimated based on pedigree (FPED) and genomic information. For the latter, three estimates were derived based on the diagonal elements of the genomic relationship matrix using estimated (FGRM) or fixed (FGRM0.5) minor allele frequencies or runs of homozygosity (ROH) (FROH). A pedigree containing 10,186 animals was used to calculate FPED. Genomic inbreeding was evaluated using 785 animals genotyped for 30,810 SNP. Traits analyzed were birth weight (BWT), weaning weight (WWT), yearling weight (YWT), ADG, and age at first calving (AFC). The number of ROH per animal ranged between 6 and 119 segments with an average of 83. The shortest and longest segments were 1.36 and 64.86 Mb long, respectively, reflecting both ancient and recent inbreeding occurring in the last 30 to 40 generations. The average inbreeding was 29.2%, 16.1%, 30.2%, and 22.9% for FPED, FGRM, FGRM0.5, and FROH, respectively. FROH provided the highest correlations with FPED (r = 0.66). Across paternal half-sib families, with minimal variation in FPED, there were substantial variations in their genomic inbreeding. Inbreeding depression analyses showed that a 1% increase in an animal's FPED resulted in a decrease of 1.20 kg, 2.03 kg, and 0.004 kg/d in WWT, YWT, and ADG, respectively. Maternal inbreeding showed significantly negative effects on progeny growth performance. AFC increased by 1.4 and 0.8 d for each 1% increase in FPED of the cow and her dam, respectively. Using genomic inbreeding, similar impact on growth traits was observed although the magnitude of the effect varied between methods. Across all genomic measures, WWT, YWT, and ADG decreased by 0.21 to 0.53 kg, 0.46 to 1.13 kg, and 0.002 to 0.006 kg/d for each 1% increase in genomic inbreeding, respectively. Four chromosomes (9, 12, 17, and 27) were identified to have a significant association between their homozygosity (FROH-CHR) and growth traits. Variability in genomic inbreeding could be useful when deciding between full and half-sib selection candidates. Despite the high level of inbreeding in this study, its negative impact on growth performance was not as severe as expected, which may be attributed to the purging of the deleterious alleles due to natural or artificial selection over time.</description><subject>Alleles</subject><subject>animal fertility</subject><subject>Animal Genetics and Genomics</subject><subject>Animals</subject><subject>Birth Weight</subject><subject>Cattle - genetics</subject><subject>Female</subject><subject>Fertility - genetics</subject><subject>Gene Frequency</subject><subject>Genomics</subject><subject>Genotype</subject><subject>growth performance</subject><subject>growth traits</subject><subject>Hereford</subject><subject>homozygosity</subject><subject>Homozygote</subject><subject>Inbreeding</subject><subject>Inbreeding Depression</subject><subject>Male</subject><subject>Pedigree</subject><subject>Phenotype</subject><subject>reproductive traits</subject><subject>Weaning</subject><issn>0021-8812</issn><issn>1525-3163</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkcFOwzAMhiMEYmNw4QFQjlzKkrjNmgsSmoBNQuIC5yptvJHRJqVpkfb2ZDAQnLAPluz_-2XZhJxzdsWZgulGh2l43UKeHZAxz0SWAJdwSMaMCZ7kORcjchLChjEuMpUdkxEwYGnK1JjopSs7RGPdmhpsOwzBeketo7V1SDldYIcr3xla6b6vkba-HWrd70RD2FFthNfRgmpn6Bqdb2wV-cg0n7JTcrTSdcCzfZ2Q57vbp_kieXi8X85vHpJWKNUnwMxMoUrBsHxVSpCsqrTAGYoylUqw2BO6rDg3SjFdAZq0lGUMafJMzkqYkOsv33YoGzQVur7TddF2ttHdtvDaFn8nzr4Ua_9eSOAxWTS43Bt0_m3A0BeNDRXWtXboh1AI2N1WpiL7X8p5DlwogCi9-L3Wzz7fL4APB7eK6Q</recordid><startdate>20190101</startdate><enddate>20190101</enddate><creator>Sumreddee, Pattarapol</creator><creator>Toghiani, Sajjad</creator><creator>Hay, El Hamidi</creator><creator>Roberts, Andrew</creator><creator>Agrrey, Samuel E</creator><creator>Rekaya, Romdhane</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20190101</creationdate><title>Inbreeding depression in line 1 Hereford cattle population using pedigree and genomic information</title><author>Sumreddee, Pattarapol ; Toghiani, Sajjad ; Hay, El Hamidi ; Roberts, Andrew ; Agrrey, Samuel E ; Rekaya, Romdhane</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-p299t-30d79e943d08fb6360cca2e7e2b46920fb62abc11d990ac3ed4b6bbbb6d8567b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Alleles</topic><topic>animal fertility</topic><topic>Animal Genetics and Genomics</topic><topic>Animals</topic><topic>Birth Weight</topic><topic>Cattle - genetics</topic><topic>Female</topic><topic>Fertility - genetics</topic><topic>Gene Frequency</topic><topic>Genomics</topic><topic>Genotype</topic><topic>growth performance</topic><topic>growth traits</topic><topic>Hereford</topic><topic>homozygosity</topic><topic>Homozygote</topic><topic>Inbreeding</topic><topic>Inbreeding Depression</topic><topic>Male</topic><topic>Pedigree</topic><topic>Phenotype</topic><topic>reproductive traits</topic><topic>Weaning</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sumreddee, Pattarapol</creatorcontrib><creatorcontrib>Toghiani, Sajjad</creatorcontrib><creatorcontrib>Hay, El Hamidi</creatorcontrib><creatorcontrib>Roberts, Andrew</creatorcontrib><creatorcontrib>Agrrey, Samuel E</creatorcontrib><creatorcontrib>Rekaya, Romdhane</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of animal science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sumreddee, Pattarapol</au><au>Toghiani, Sajjad</au><au>Hay, El Hamidi</au><au>Roberts, Andrew</au><au>Agrrey, Samuel E</au><au>Rekaya, Romdhane</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Inbreeding depression in line 1 Hereford cattle population using pedigree and genomic information</atitle><jtitle>Journal of animal science</jtitle><addtitle>J Anim Sci</addtitle><date>2019-01-01</date><risdate>2019</risdate><volume>97</volume><issue>1</issue><spage>1</spage><epage>18</epage><pages>1-18</pages><issn>0021-8812</issn><eissn>1525-3163</eissn><abstract>This study aimed at assessing inbreeding and its effect on growth and fertility traits using the longtime closed line 1 Hereford cattle population. Inbreeding was estimated based on pedigree (FPED) and genomic information. For the latter, three estimates were derived based on the diagonal elements of the genomic relationship matrix using estimated (FGRM) or fixed (FGRM0.5) minor allele frequencies or runs of homozygosity (ROH) (FROH). A pedigree containing 10,186 animals was used to calculate FPED. Genomic inbreeding was evaluated using 785 animals genotyped for 30,810 SNP. Traits analyzed were birth weight (BWT), weaning weight (WWT), yearling weight (YWT), ADG, and age at first calving (AFC). The number of ROH per animal ranged between 6 and 119 segments with an average of 83. The shortest and longest segments were 1.36 and 64.86 Mb long, respectively, reflecting both ancient and recent inbreeding occurring in the last 30 to 40 generations. The average inbreeding was 29.2%, 16.1%, 30.2%, and 22.9% for FPED, FGRM, FGRM0.5, and FROH, respectively. FROH provided the highest correlations with FPED (r = 0.66). Across paternal half-sib families, with minimal variation in FPED, there were substantial variations in their genomic inbreeding. Inbreeding depression analyses showed that a 1% increase in an animal's FPED resulted in a decrease of 1.20 kg, 2.03 kg, and 0.004 kg/d in WWT, YWT, and ADG, respectively. Maternal inbreeding showed significantly negative effects on progeny growth performance. AFC increased by 1.4 and 0.8 d for each 1% increase in FPED of the cow and her dam, respectively. Using genomic inbreeding, similar impact on growth traits was observed although the magnitude of the effect varied between methods. Across all genomic measures, WWT, YWT, and ADG decreased by 0.21 to 0.53 kg, 0.46 to 1.13 kg, and 0.002 to 0.006 kg/d for each 1% increase in genomic inbreeding, respectively. Four chromosomes (9, 12, 17, and 27) were identified to have a significant association between their homozygosity (FROH-CHR) and growth traits. Variability in genomic inbreeding could be useful when deciding between full and half-sib selection candidates. Despite the high level of inbreeding in this study, its negative impact on growth performance was not as severe as expected, which may be attributed to the purging of the deleterious alleles due to natural or artificial selection over time.</abstract><cop>United States</cop><pub>Oxford University Press</pub><pmid>30304409</pmid><doi>10.1093/jas/sky385</doi><tpages>18</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Alleles animal fertility Animal Genetics and Genomics Animals Birth Weight Cattle - genetics Female Fertility - genetics Gene Frequency Genomics Genotype growth performance growth traits Hereford homozygosity Homozygote Inbreeding Inbreeding Depression Male Pedigree Phenotype reproductive traits Weaning |
title | Inbreeding depression in line 1 Hereford cattle population using pedigree and genomic information |
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