Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows
Data collected from an experimental Holstein-Friesian research herd were used to determine genetic and phenotypic parameters of innate and adaptive cellular immune-associated traits. Relationships between immune-associated traits and production, health, and fertility traits were also investigated. R...
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Veröffentlicht in: | Journal of dairy science 2017-04, Vol.100 (4), p.2850-2862 |
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creator | Denholm, Scott J. McNeilly, Tom N. Banos, Georgios Coffey, Mike P. Russell, George C. Bagnall, Ainsley Mitchell, Mairi C. Wall, Eileen |
description | Data collected from an experimental Holstein-Friesian research herd were used to determine genetic and phenotypic parameters of innate and adaptive cellular immune-associated traits. Relationships between immune-associated traits and production, health, and fertility traits were also investigated. Repeated blood leukocyte records were analyzed in 546 cows for 9 cellular immune-associated traits, including percent T cell subsets, B cells, NK cells, and granulocytes. Variance components were estimated by univariate analysis. Heritability estimates were obtained for all 9 traits, the highest of which were observed in the T cell subsets percent CD4+, percent CD8+, CD4+:CD8+ ratio, and percent NKp46+ cells (0.46, 0.41, 0.43 and 0.42, respectively), with between-individual variation accounting for 59 to 81% of total phenotypic variance. Associations between immune-associated traits and production, health, and fertility traits were investigated with bivariate analyses. Strong genetic correlations were observed between percent NKp46+ and stillbirth rate (0.61), and lameness episodes and percent CD8+ (−0.51). Regarding production traits, the strongest relationships were between CD4+:CD8+ ratio and weight phenotypes (−0.52 for live weight; −0.51 for empty body weight). Associations between feed conversion traits and immune-associated traits were also observed. Our results provide evidence that cellular immune-associated traits are heritable and repeatable, and the noticeable variation between animals would permit selection for altered trait values, particularly in the case of the T cell subsets. The associations we observed between immune-associated, health, fertility, and production traits suggest that genetic selection for cellular immune-associated traits could provide a useful tool in improving animal health, fitness, and fertility. |
doi_str_mv | 10.3168/jds.2016-11679 |
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Relationships between immune-associated traits and production, health, and fertility traits were also investigated. Repeated blood leukocyte records were analyzed in 546 cows for 9 cellular immune-associated traits, including percent T cell subsets, B cells, NK cells, and granulocytes. Variance components were estimated by univariate analysis. Heritability estimates were obtained for all 9 traits, the highest of which were observed in the T cell subsets percent CD4+, percent CD8+, CD4+:CD8+ ratio, and percent NKp46+ cells (0.46, 0.41, 0.43 and 0.42, respectively), with between-individual variation accounting for 59 to 81% of total phenotypic variance. Associations between immune-associated traits and production, health, and fertility traits were investigated with bivariate analyses. Strong genetic correlations were observed between percent NKp46+ and stillbirth rate (0.61), and lameness episodes and percent CD8+ (−0.51). Regarding production traits, the strongest relationships were between CD4+:CD8+ ratio and weight phenotypes (−0.52 for live weight; −0.51 for empty body weight). Associations between feed conversion traits and immune-associated traits were also observed. Our results provide evidence that cellular immune-associated traits are heritable and repeatable, and the noticeable variation between animals would permit selection for altered trait values, particularly in the case of the T cell subsets. The associations we observed between immune-associated, health, fertility, and production traits suggest that genetic selection for cellular immune-associated traits could provide a useful tool in improving animal health, fitness, and fertility.</description><identifier>ISSN: 0022-0302</identifier><identifier>EISSN: 1525-3198</identifier><identifier>DOI: 10.3168/jds.2016-11679</identifier><identifier>PMID: 28131586</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Animals ; Cattle ; dairy cow ; Female ; Fertility - genetics ; heritability ; immune-associated trait ; Lactation - genetics ; Milk ; Phenotype ; variance</subject><ispartof>Journal of dairy science, 2017-04, Vol.100 (4), p.2850-2862</ispartof><rights>2017 American Dairy Science Association</rights><rights>The Authors. Published by the Federation of Animal Science Societies and Elsevier Inc. on behalf of the American Dairy Science Association®. This is an open access article under the CC BY 2.0 license (http://creativecommons.org/licenses/by/2.0/).</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c384t-68d96abb2fc78f208f880ca503031a038c4441f4dd6abee68a0387029ba87b553</citedby><cites>FETCH-LOGICAL-c384t-68d96abb2fc78f208f880ca503031a038c4441f4dd6abee68a0387029ba87b553</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.3168/jds.2016-11679$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28131586$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Denholm, Scott J.</creatorcontrib><creatorcontrib>McNeilly, Tom N.</creatorcontrib><creatorcontrib>Banos, Georgios</creatorcontrib><creatorcontrib>Coffey, Mike P.</creatorcontrib><creatorcontrib>Russell, George C.</creatorcontrib><creatorcontrib>Bagnall, Ainsley</creatorcontrib><creatorcontrib>Mitchell, Mairi C.</creatorcontrib><creatorcontrib>Wall, Eileen</creatorcontrib><title>Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows</title><title>Journal of dairy science</title><addtitle>J Dairy Sci</addtitle><description>Data collected from an experimental Holstein-Friesian research herd were used to determine genetic and phenotypic parameters of innate and adaptive cellular immune-associated traits. Relationships between immune-associated traits and production, health, and fertility traits were also investigated. Repeated blood leukocyte records were analyzed in 546 cows for 9 cellular immune-associated traits, including percent T cell subsets, B cells, NK cells, and granulocytes. Variance components were estimated by univariate analysis. Heritability estimates were obtained for all 9 traits, the highest of which were observed in the T cell subsets percent CD4+, percent CD8+, CD4+:CD8+ ratio, and percent NKp46+ cells (0.46, 0.41, 0.43 and 0.42, respectively), with between-individual variation accounting for 59 to 81% of total phenotypic variance. Associations between immune-associated traits and production, health, and fertility traits were investigated with bivariate analyses. Strong genetic correlations were observed between percent NKp46+ and stillbirth rate (0.61), and lameness episodes and percent CD8+ (−0.51). Regarding production traits, the strongest relationships were between CD4+:CD8+ ratio and weight phenotypes (−0.52 for live weight; −0.51 for empty body weight). Associations between feed conversion traits and immune-associated traits were also observed. Our results provide evidence that cellular immune-associated traits are heritable and repeatable, and the noticeable variation between animals would permit selection for altered trait values, particularly in the case of the T cell subsets. The associations we observed between immune-associated, health, fertility, and production traits suggest that genetic selection for cellular immune-associated traits could provide a useful tool in improving animal health, fitness, and fertility.</description><subject>Animals</subject><subject>Cattle</subject><subject>dairy cow</subject><subject>Female</subject><subject>Fertility - genetics</subject><subject>heritability</subject><subject>immune-associated trait</subject><subject>Lactation - genetics</subject><subject>Milk</subject><subject>Phenotype</subject><subject>variance</subject><issn>0022-0302</issn><issn>1525-3198</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kLtPwzAQhy0EoqWwMiKPLCl-JK4zoqo8pEosMFuOfSmumge2A-p_j0MLG9PpTt_9dPchdE3JnFMh77Y2zBmhIqNULMoTNKUFKzJOS3mKpoQwlhFO2ARdhLBNLWWkOEcTJimnhRRTpFYhukZH127wBlqIzmDdWty_Q9vFfZ_aXnvdQAQfcFdjA7vdsNMeu6YZWsh0CJ1xOoLF0WsXA3Ytttr5PTbdV7hEZ7XeBbg61hl6e1i9Lp-y9cvj8_J-nRku85gJaUuhq4rVZiFrRmQtJTG6SMdzqgmXJs9zWufWJgpAyHG2IKystFxURcFn6PaQ2_vuY4AQVePCeKtuoRuColKwkktGRELnB9T4LgQPtep9UuD3ihI1SlVJqhqlqh-paeHmmD1UDdg__NdiAuQBgPThpwOvgnHQGrDOg4nKdu6_7G8TeIai</recordid><startdate>201704</startdate><enddate>201704</enddate><creator>Denholm, Scott J.</creator><creator>McNeilly, Tom N.</creator><creator>Banos, Georgios</creator><creator>Coffey, Mike P.</creator><creator>Russell, George C.</creator><creator>Bagnall, Ainsley</creator><creator>Mitchell, Mairi C.</creator><creator>Wall, Eileen</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><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>7X8</scope></search><sort><creationdate>201704</creationdate><title>Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows</title><author>Denholm, Scott J. ; McNeilly, Tom N. ; Banos, Georgios ; Coffey, Mike P. ; Russell, George C. ; Bagnall, Ainsley ; Mitchell, Mairi C. ; Wall, Eileen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c384t-68d96abb2fc78f208f880ca503031a038c4441f4dd6abee68a0387029ba87b553</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Animals</topic><topic>Cattle</topic><topic>dairy cow</topic><topic>Female</topic><topic>Fertility - genetics</topic><topic>heritability</topic><topic>immune-associated trait</topic><topic>Lactation - genetics</topic><topic>Milk</topic><topic>Phenotype</topic><topic>variance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Denholm, Scott J.</creatorcontrib><creatorcontrib>McNeilly, Tom N.</creatorcontrib><creatorcontrib>Banos, Georgios</creatorcontrib><creatorcontrib>Coffey, Mike P.</creatorcontrib><creatorcontrib>Russell, George C.</creatorcontrib><creatorcontrib>Bagnall, Ainsley</creatorcontrib><creatorcontrib>Mitchell, Mairi C.</creatorcontrib><creatorcontrib>Wall, Eileen</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of dairy science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Denholm, Scott J.</au><au>McNeilly, Tom N.</au><au>Banos, Georgios</au><au>Coffey, Mike P.</au><au>Russell, George C.</au><au>Bagnall, Ainsley</au><au>Mitchell, Mairi C.</au><au>Wall, Eileen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows</atitle><jtitle>Journal of dairy science</jtitle><addtitle>J Dairy Sci</addtitle><date>2017-04</date><risdate>2017</risdate><volume>100</volume><issue>4</issue><spage>2850</spage><epage>2862</epage><pages>2850-2862</pages><issn>0022-0302</issn><eissn>1525-3198</eissn><abstract>Data collected from an experimental Holstein-Friesian research herd were used to determine genetic and phenotypic parameters of innate and adaptive cellular immune-associated traits. Relationships between immune-associated traits and production, health, and fertility traits were also investigated. Repeated blood leukocyte records were analyzed in 546 cows for 9 cellular immune-associated traits, including percent T cell subsets, B cells, NK cells, and granulocytes. Variance components were estimated by univariate analysis. Heritability estimates were obtained for all 9 traits, the highest of which were observed in the T cell subsets percent CD4+, percent CD8+, CD4+:CD8+ ratio, and percent NKp46+ cells (0.46, 0.41, 0.43 and 0.42, respectively), with between-individual variation accounting for 59 to 81% of total phenotypic variance. Associations between immune-associated traits and production, health, and fertility traits were investigated with bivariate analyses. Strong genetic correlations were observed between percent NKp46+ and stillbirth rate (0.61), and lameness episodes and percent CD8+ (−0.51). Regarding production traits, the strongest relationships were between CD4+:CD8+ ratio and weight phenotypes (−0.52 for live weight; −0.51 for empty body weight). Associations between feed conversion traits and immune-associated traits were also observed. Our results provide evidence that cellular immune-associated traits are heritable and repeatable, and the noticeable variation between animals would permit selection for altered trait values, particularly in the case of the T cell subsets. The associations we observed between immune-associated, health, fertility, and production traits suggest that genetic selection for cellular immune-associated traits could provide a useful tool in improving animal health, fitness, and fertility.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>28131586</pmid><doi>10.3168/jds.2016-11679</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Cattle dairy cow Female Fertility - genetics heritability immune-associated trait Lactation - genetics Milk Phenotype variance |
title | Estimating genetic and phenotypic parameters of cellular immune-associated traits in dairy cows |
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