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Genetic inbreeding depression load for morphological traits and defects in the Pura Raza Española horse
Inbreeding is caused by mating between related individuals and is associated with reduced fitness and performance (inbreeding depression). Several studies have detected heterogeneity in inbreeding depression among founder individuals. Recently, a procedure was developed to predict hidden inbreeding...
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Published in: | Genetics selection evolution (Paris) 2020-10, Vol.52 (1), p.62-12, Article 62 |
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description | Inbreeding is caused by mating between related individuals and is associated with reduced fitness and performance (inbreeding depression). Several studies have detected heterogeneity in inbreeding depression among founder individuals. Recently, a procedure was developed to predict hidden inbreeding depression load that is associated with founders using the Mendelian sampling of non-founders. The objectives of this study were to: (1) analyse the population structure and general inbreeding, and (2) test this recent approach for predicting hidden inbreeding depression load for four morphological traits and two morphology defects in the Pura Raza Española (PRE) horse breed.
The regression coefficients that were calculated between trait performances and inbreeding coefficients demonstrated the existence of inbreeding depression. In total, 58,772,533 partial inbreeding coefficients (F
) were estimated for the whole PRE population (328,706 horses). We selected the descendants of horses with a F
≥ 6.25% that contributed to at least four offspring and for which morphological traits were measured for the subsequent analysis of inbreeding depression load (639 horses). A pedigree was generated with the last five generations (5026 animals) used as the reference population (average inbreeding coefficient of 8.39% and average relatedness coefficient of 10.76%). Heritability estimates ranged from 0.08 (cresty neck) to 0.80 (height at withers), whereas inbreeding depression load ratios ranged from 0.01 (knock knee) to 0.40 (length of shoulder), for an inbreeding coefficient of 10%. Most of the correlations between additive and inbreeding depression load genetic values and correlations between inbreeding depression load genetic values for the different traits were positive or near 0.
Although the average inbreeding depression loads presented negative values, a certain percentage of the animals showed neutral or even positive values. Thus, high levels of inbreeding do not always lead to a decrease in mean phenotypic value or an increase in morphological defects. Hence, individual inbreeding depression loads could be used as a tool to select the most appropriate breeding animals. The possibility of selecting horses that have a high genetic value and are more resistant to the deleterious effects of inbreeding should help improve selection outcomes. |
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The regression coefficients that were calculated between trait performances and inbreeding coefficients demonstrated the existence of inbreeding depression. In total, 58,772,533 partial inbreeding coefficients (F
) were estimated for the whole PRE population (328,706 horses). We selected the descendants of horses with a F
≥ 6.25% that contributed to at least four offspring and for which morphological traits were measured for the subsequent analysis of inbreeding depression load (639 horses). A pedigree was generated with the last five generations (5026 animals) used as the reference population (average inbreeding coefficient of 8.39% and average relatedness coefficient of 10.76%). Heritability estimates ranged from 0.08 (cresty neck) to 0.80 (height at withers), whereas inbreeding depression load ratios ranged from 0.01 (knock knee) to 0.40 (length of shoulder), for an inbreeding coefficient of 10%. Most of the correlations between additive and inbreeding depression load genetic values and correlations between inbreeding depression load genetic values for the different traits were positive or near 0.
Although the average inbreeding depression loads presented negative values, a certain percentage of the animals showed neutral or even positive values. Thus, high levels of inbreeding do not always lead to a decrease in mean phenotypic value or an increase in morphological defects. Hence, individual inbreeding depression loads could be used as a tool to select the most appropriate breeding animals. The possibility of selecting horses that have a high genetic value and are more resistant to the deleterious effects of inbreeding should help improve selection outcomes.</description><identifier>ISSN: 1297-9686</identifier><identifier>ISSN: 0999-193X</identifier><identifier>EISSN: 1297-9686</identifier><identifier>DOI: 10.1186/s12711-020-00582-2</identifier><identifier>PMID: 33081691</identifier><language>eng</language><publisher>France: BioMed Central</publisher><subject>Animal breeding ; Animal husbandry ; Animals ; Body measurements ; Defects ; Genetic Fitness ; Genetic Load ; Heritability ; Heterogeneity ; Horse sports ; Horses ; Horses - anatomy & histology ; Horses - genetics ; Inbreeding ; Inbreeding Depression ; Life Sciences ; Morphology ; Offspring ; Pedigree ; Population ; Population structure ; Quantitative Trait, Heritable ; Regression analysis ; Regression coefficients</subject><ispartof>Genetics selection evolution (Paris), 2020-10, Vol.52 (1), p.62-12, Article 62</ispartof><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><rights>The Author(s) 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c530t-a96c1b7bb9b1680667cee2f151ec45d6a35b6b06ece1c38061f920a3226dc5333</citedby><cites>FETCH-LOGICAL-c530t-a96c1b7bb9b1680667cee2f151ec45d6a35b6b06ece1c38061f920a3226dc5333</cites><orcidid>0000-0003-2618-105X ; 0000-0002-4982-3556 ; 0000-0002-7287-5012 ; 0000-0003-1742-550X ; 0000-0001-6256-5478 ; 0000-0003-4357-9908 ; 0000-0002-9566-6600</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576714/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2462213275?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25752,27923,27924,37011,37012,44589,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33081691$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-02977764$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Poyato-Bonilla, Julia</creatorcontrib><creatorcontrib>Perdomo-González, Davinia I</creatorcontrib><creatorcontrib>Sánchez-Guerrero, María J</creatorcontrib><creatorcontrib>Varona, Luis</creatorcontrib><creatorcontrib>Molina, Antonio</creatorcontrib><creatorcontrib>Casellas, Joaquim</creatorcontrib><creatorcontrib>Valera, Mercedes</creatorcontrib><title>Genetic inbreeding depression load for morphological traits and defects in the Pura Raza Española horse</title><title>Genetics selection evolution (Paris)</title><addtitle>Genet Sel Evol</addtitle><description>Inbreeding is caused by mating between related individuals and is associated with reduced fitness and performance (inbreeding depression). Several studies have detected heterogeneity in inbreeding depression among founder individuals. Recently, a procedure was developed to predict hidden inbreeding depression load that is associated with founders using the Mendelian sampling of non-founders. The objectives of this study were to: (1) analyse the population structure and general inbreeding, and (2) test this recent approach for predicting hidden inbreeding depression load for four morphological traits and two morphology defects in the Pura Raza Española (PRE) horse breed.
The regression coefficients that were calculated between trait performances and inbreeding coefficients demonstrated the existence of inbreeding depression. In total, 58,772,533 partial inbreeding coefficients (F
) were estimated for the whole PRE population (328,706 horses). We selected the descendants of horses with a F
≥ 6.25% that contributed to at least four offspring and for which morphological traits were measured for the subsequent analysis of inbreeding depression load (639 horses). A pedigree was generated with the last five generations (5026 animals) used as the reference population (average inbreeding coefficient of 8.39% and average relatedness coefficient of 10.76%). Heritability estimates ranged from 0.08 (cresty neck) to 0.80 (height at withers), whereas inbreeding depression load ratios ranged from 0.01 (knock knee) to 0.40 (length of shoulder), for an inbreeding coefficient of 10%. Most of the correlations between additive and inbreeding depression load genetic values and correlations between inbreeding depression load genetic values for the different traits were positive or near 0.
Although the average inbreeding depression loads presented negative values, a certain percentage of the animals showed neutral or even positive values. Thus, high levels of inbreeding do not always lead to a decrease in mean phenotypic value or an increase in morphological defects. Hence, individual inbreeding depression loads could be used as a tool to select the most appropriate breeding animals. The possibility of selecting horses that have a high genetic value and are more resistant to the deleterious effects of inbreeding should help improve selection outcomes.</description><subject>Animal breeding</subject><subject>Animal husbandry</subject><subject>Animals</subject><subject>Body measurements</subject><subject>Defects</subject><subject>Genetic Fitness</subject><subject>Genetic Load</subject><subject>Heritability</subject><subject>Heterogeneity</subject><subject>Horse sports</subject><subject>Horses</subject><subject>Horses - anatomy & histology</subject><subject>Horses - genetics</subject><subject>Inbreeding</subject><subject>Inbreeding Depression</subject><subject>Life Sciences</subject><subject>Morphology</subject><subject>Offspring</subject><subject>Pedigree</subject><subject>Population</subject><subject>Population structure</subject><subject>Quantitative Trait, Heritable</subject><subject>Regression analysis</subject><subject>Regression coefficients</subject><issn>1297-9686</issn><issn>0999-193X</issn><issn>1297-9686</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdks9u1DAQxiMEomXhBTggS1zoIeCxEzu5IFVV_0krgRCcrYkz2XiVjRc7qQRvxTPwYnibUrU9eTT-zTcz9pdlb4F_BKjUpwhCA-Rc8JzzshK5eJYdg6h1XqtKPX8QH2WvYtxyzlWhipfZkZS8AlXDcdZf0kiTs8yNTSBq3bhhLe0Dxej8yAaPLet8YDsf9r0f_MZZHNgU0E2R4dgmuCObYjeyqSf2dQ7IvuFvZOdxj3__-AFZ70Ok19mLDodIb-7OVfbj4vz72VW-_nJ5fXa6zm0p-ZRjrSw0umnqBlTFldKWSHRQAtmibBXKslENV2QJrEwAdLXgKIVQbVKQcpVdL7qtx63ZB7fD8Mt4dOY24cPGYEgLD2QaBC4RCmy1LKoGqrbqNGqhRIlKJ9FV9nnR2s_NjlpLY1p8eCT6-GZ0vdn4G6NLrTQUSeBkEeiflF2drs0hx9MPaa2KG0jsh7tmwf-cKU5m56KlYcCR_ByNKEpRV6DVAX3_BN36OYzpWROlhAApdJkosVA2-BgDdfcTADcHA5nFQGkIbm4NZEQqevdw5fuS_46R_wCJ-cE9</recordid><startdate>20201020</startdate><enddate>20201020</enddate><creator>Poyato-Bonilla, Julia</creator><creator>Perdomo-González, Davinia I</creator><creator>Sánchez-Guerrero, María J</creator><creator>Varona, Luis</creator><creator>Molina, Antonio</creator><creator>Casellas, Joaquim</creator><creator>Valera, Mercedes</creator><general>BioMed Central</general><general>BMC</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>3V.</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7T7</scope><scope>7TK</scope><scope>7TM</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>1XC</scope><scope>VOOES</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-2618-105X</orcidid><orcidid>https://orcid.org/0000-0002-4982-3556</orcidid><orcidid>https://orcid.org/0000-0002-7287-5012</orcidid><orcidid>https://orcid.org/0000-0003-1742-550X</orcidid><orcidid>https://orcid.org/0000-0001-6256-5478</orcidid><orcidid>https://orcid.org/0000-0003-4357-9908</orcidid><orcidid>https://orcid.org/0000-0002-9566-6600</orcidid></search><sort><creationdate>20201020</creationdate><title>Genetic inbreeding depression load for morphological traits and defects in the Pura Raza Española horse</title><author>Poyato-Bonilla, Julia ; Perdomo-González, Davinia I ; Sánchez-Guerrero, María J ; Varona, Luis ; Molina, Antonio ; Casellas, Joaquim ; Valera, Mercedes</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c530t-a96c1b7bb9b1680667cee2f151ec45d6a35b6b06ece1c38061f920a3226dc5333</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Animal breeding</topic><topic>Animal husbandry</topic><topic>Animals</topic><topic>Body measurements</topic><topic>Defects</topic><topic>Genetic Fitness</topic><topic>Genetic Load</topic><topic>Heritability</topic><topic>Heterogeneity</topic><topic>Horse sports</topic><topic>Horses</topic><topic>Horses - 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Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals (Open Access)</collection><jtitle>Genetics selection evolution (Paris)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Poyato-Bonilla, Julia</au><au>Perdomo-González, Davinia I</au><au>Sánchez-Guerrero, María J</au><au>Varona, Luis</au><au>Molina, Antonio</au><au>Casellas, Joaquim</au><au>Valera, Mercedes</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genetic inbreeding depression load for morphological traits and defects in the Pura Raza Española horse</atitle><jtitle>Genetics selection evolution (Paris)</jtitle><addtitle>Genet Sel Evol</addtitle><date>2020-10-20</date><risdate>2020</risdate><volume>52</volume><issue>1</issue><spage>62</spage><epage>12</epage><pages>62-12</pages><artnum>62</artnum><issn>1297-9686</issn><issn>0999-193X</issn><eissn>1297-9686</eissn><abstract>Inbreeding is caused by mating between related individuals and is associated with reduced fitness and performance (inbreeding depression). Several studies have detected heterogeneity in inbreeding depression among founder individuals. Recently, a procedure was developed to predict hidden inbreeding depression load that is associated with founders using the Mendelian sampling of non-founders. The objectives of this study were to: (1) analyse the population structure and general inbreeding, and (2) test this recent approach for predicting hidden inbreeding depression load for four morphological traits and two morphology defects in the Pura Raza Española (PRE) horse breed.
The regression coefficients that were calculated between trait performances and inbreeding coefficients demonstrated the existence of inbreeding depression. In total, 58,772,533 partial inbreeding coefficients (F
) were estimated for the whole PRE population (328,706 horses). We selected the descendants of horses with a F
≥ 6.25% that contributed to at least four offspring and for which morphological traits were measured for the subsequent analysis of inbreeding depression load (639 horses). A pedigree was generated with the last five generations (5026 animals) used as the reference population (average inbreeding coefficient of 8.39% and average relatedness coefficient of 10.76%). Heritability estimates ranged from 0.08 (cresty neck) to 0.80 (height at withers), whereas inbreeding depression load ratios ranged from 0.01 (knock knee) to 0.40 (length of shoulder), for an inbreeding coefficient of 10%. Most of the correlations between additive and inbreeding depression load genetic values and correlations between inbreeding depression load genetic values for the different traits were positive or near 0.
Although the average inbreeding depression loads presented negative values, a certain percentage of the animals showed neutral or even positive values. Thus, high levels of inbreeding do not always lead to a decrease in mean phenotypic value or an increase in morphological defects. Hence, individual inbreeding depression loads could be used as a tool to select the most appropriate breeding animals. The possibility of selecting horses that have a high genetic value and are more resistant to the deleterious effects of inbreeding should help improve selection outcomes.</abstract><cop>France</cop><pub>BioMed Central</pub><pmid>33081691</pmid><doi>10.1186/s12711-020-00582-2</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0003-2618-105X</orcidid><orcidid>https://orcid.org/0000-0002-4982-3556</orcidid><orcidid>https://orcid.org/0000-0002-7287-5012</orcidid><orcidid>https://orcid.org/0000-0003-1742-550X</orcidid><orcidid>https://orcid.org/0000-0001-6256-5478</orcidid><orcidid>https://orcid.org/0000-0003-4357-9908</orcidid><orcidid>https://orcid.org/0000-0002-9566-6600</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animal breeding Animal husbandry Animals Body measurements Defects Genetic Fitness Genetic Load Heritability Heterogeneity Horse sports Horses Horses - anatomy & histology Horses - genetics Inbreeding Inbreeding Depression Life Sciences Morphology Offspring Pedigree Population Population structure Quantitative Trait, Heritable Regression analysis Regression coefficients |
title | Genetic inbreeding depression load for morphological traits and defects in the Pura Raza Española horse |
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