Genetic parameters between somatic cell score and production traits for Holstein cattle in Southern Brazil
DOI:
https://doi.org/10.17533/udea.rccp.v32n4a06Keywords:
Holstein, genetic correlation, genetic parameters, heritability, mastitis, milk quality, milk yield, multi-trait model, somatic cell score, variance componentsAbstract
Background: Somatic cell score is an important parameter to predict milk quality and health of cows. However, in countries like Brazil, this trait is still not selected on a large scale, and no genetic parameters are reported in the literature. Objective: To estimate the variance components and genetic parameters for somatic cell score, milk yield, fat yield, protein yield, fat percentage, and protein percentage in Holstein cows. Methods: Records from 56,718 animals were used to estimate variance components, heritability, and genetic correlations using a multi-trait animal model by the REML method. Results: The heritability estimates were 0.19 for somatic cell score, 0.22 for milk yield, 0.26 for fat yield, 0.18 for protein yield, 0.61 for fat percentage, and 0.65 for protein percentage. The estimates of genetic correlations among analyzed traits ranged from -0.50 to 0.82. Conclusion: The low heritability observed for somatic cell score indicates that selection for this trait should result in benefits related to animal health and milk quality, but only in the long term. The low correlation between productive traits and somatic cell score indicates that inclusion of somatic cell score in animal breeding programs does not interfere negatively with the genetic selection for milk yield or solids.
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Andrade LMD, El Faro L, Cardoso VL, Albuquerque LGD, Cassoli LD, Machado PF. Efeitos genéticos e de ambiente sobre a produção de leite e a contagem de células somáticas em vacas Holandesas. Braz J Anim Sci 2007; 36:343-349. http://dx.doi.org/10.1590/S1516-35982007000200010
Campos RV, Cobuci JA, Kern EL, Costa CN, McManus CM. Genetic parameters for linear type traits and milk fat and protein yield in Holstein cows in Brazil. Asian Austral J Anim 2015; 28:476-484. 10.5713/ajas.14.0288
Canadian Dairy Network. Heritability estimates used for genetic evaluation in Canada. 2016; [Access date: September 27, 2018] https://www.cdn.ca/document.phpid=460
Canadian Dairy Network. National genetic trends by birth year for Holstein cows. 2018. [Access date: September 27, 2018] https://www.cdn.ca/files_ge_articles.php/2018_08_HO_EN_GTrendsNatTable (1).pdf
Cecchinato A, Penasa M, DeMarchi M, Gallo L, Bittante G, Carnier P. Genetic parameters of coagulation properties milk yield quality and acidity estimated using coagulating and noncoagulating milk information in Brown Swiss and Holstein-Friesian cows. J Dairy Sci 2011; 94:4205-4213. https://doi.org/10.3168/jds.2010-3913
Chauhan VPS, Hayes JF. Genetic parameters for first lactation milk production and composition traits for Holsteins using multivariate restricted maximum likelihood. J Dairy Sci 1991; 74:603-610. https://doi.org/10.3168/jds.S0022-0302(91)78207-6
Chegini A, Hossein-Zadeh NG, Hosseini-Moghadam SH, Shadparvar AA. Genetic correlation estimates between milk production traits, mastitis and different measures of somatic cells in Holstein cows. Anim Prod Sci 2018; 59(6):1031-1038. https://doi.org/10.1071/AN17325
Cushman RA, Allan MF, Kuehn LA, Snelling WM, Cupp AS, Freetly HC. Evaluation of antral follicle count and ovarian morphology in crossbred beef cows: Investigation of influence of stage of the estrous cycle, age, and birth weight. J Anim Sci 2009; 87:1971-1980. https://doi.org/10.2527/jas.2008-1728
Dadpasand M, Zamiri MJ, Atashi H. Genetic correlation of average somatic cell score at different stages of lactation with milk yield and composition in Holstein cows. Iran J Vet Res 2013; 14:190-196. 10.22099/IJVR.2013.1680
Gernande E, Rehbein P, VonBorstel UU, König S. Incidences of and genetic parameters for mastitis claw disorders and common health traits recorded in dairy cattle contract herds. J Dairy Sci 2012; 95:2144-2156. https://doi.org/10.3168/jds.2011-4812
Govignon-Gion A, Dassonneville R, Baloche G, Ducrocq V. Multiple trait genetic evaluation of clinical mastitis in three dairy cattle breeds. Animal 2016; 10:558-565. https://doi.org/10.1017/S1751731115002529
Instituto Brasileiro de Geografia e Estatística [IBGE]. 2014 Produção Agropecuária. Rio de Janeiro, IBGE; 2014.Jamrozik J, Schaeffer LR. Test‐day somatic cell score fat‐to‐protein ratio and milk yield as indicator traits for sub‐clinical mastitis in dairy cattle. J Anim Breed Genet 2012; 129:11-19.https://doi.org/10.1111/j.1439-0388.2011.00929.x
Li X, Lund MS, Zhang Q, Costa CN, Ducrocq V, Su G. Short communication: Improving accuracy of predicting breeding values in Brazilian Holstein population by adding data from Nordic and French Holstein populations. J Dairy Sci 2016; 99:4574-4579. https://doi.org/10.3168/jds.2015-10609
Loker S, Bastin C, Miglior F, Sewalem A, Schaeffer LR, Jamrozik J, Ali A, Osbome V. Genetic and environmental relationships between body condition score and milk yield traits in Canadian Holsteins. J Dairy Sci 2012; 95:410-419.https://doi.org/10.3168/jds.2011-4497
Manzanilla-Pech CIV, Veerkamp RF, Tempelman RJ, Van Pelt ML, Weigel KA, Van de Haar M, Lawlor TJ, Spurlock DM, Armentano LE, Staples CR, Hanigan M, Haas Y. Genetic parameters between feed-intake-related traits and conformation in 2 separate dairy populations the Netherlands and United States. J Dairy Sci 2016; 99:443-457. https://doi.org/10.3168/jds.2015-9727
Miglior F, Sewalem A, Jamrozik J, Bohmanova J, Lefebvre DM, Moore RK. Genetic analysis of milk urea nitrogen and lactose and their relationships with other yield traits in Canadian Holstein cattle. J Dairy Sci 2007; 90:2468-2479. https://doi.org/10.3168/jds.2006-487
Montaldo HH, Castillo-Juárez H, Valencia-Posadas M, Cienfuegos-Rivas EG, Ruiz-López FJ. Genetic and environmental parameters for milk yield udder health and fertility traits in Mexican Holstein cows. J Dairy Sci 2010; 93:2168-2175. https://doi.org/10.3168/jds.2009-2050
Moreira RP, Pinto LFB, Valloto AA, Pedrosa VB. Evaluation of genotype by environment interactions on milk production traits of Holstein cows in Southern Brazil. Asian-Australas J Anim Sci 2019; 32(4):459-466.https://doi.org/10.5713/ajas.18.0174
Murphy SC, Martin NH, Barbano DM, Wiedmann M. Influence of raw milk quality on processed dairy products: How do raw milk quality test results relate to product quality and yield?.J Dairy Sci 2016; 99:10128-10149. https://doi.org/10.3168/jds.2016-11172
Paula MC, Martins EN, Silva LOC, Oliveira CAL, Valotto AA, Gasparino E. Estimates of genetic parameters for yield and composition of milk of Holstein cows in Paraná State. Rev Bras Zootec 2008; 37:824-828. http://dx.doi.org/10.1590/S1516-35982008000500007
Petrini J, Iung LHS, Rodriguez MAP, Salvian M, Pértille F, Rovadoscki GA, Cassoli LD, Coutinho LL, Machado PF, Wiggans GR, Mourão GB. Genetic parameters for milk fatty acids milk yield and quality traits of a Holstein cattle population reared under tropical conditions. J Anim Breed Genet 2016; 133:384-395. https://doi.org/10.1111/jbg.12205
Pritchard T, Coffey M, Mrode R, Wall E. Genetic parameters for yield health fertility and longevity traits in dairy cows. Animal 2012; 7:34–46. https://doi.org/10.1017/S1751731112001401
Rainard P, Foucras G, Boichard D, Rupp R. Invited review: Low milk somatic cell count and susceptibility to mastitis. J Dairy Sci 2018; 101:6703-6714. https://doi.org/10.3168/jds.2018-14593
Sahin A, Ulutas Z, Adkinson AY, Adkinson RW. Genetic and environmental parameters and trends for milk yield of Holstein cattle in Turkey. Ital J Anim Sci 2012; 11:242-248. https://doi.org/10.4081/ijas.2012.e44
Schennink A, Heck JML, Bovenhuis H, Visker MHPW, Van Valenberg HJF, Van Arendonk J AM. Milk fatty acid unsaturation: genetic parameters and effects of stearoyl-CoA desaturase (SCD1) and acyl CoA: diacylglycerol acyltransferase 1 (DGAT1). J Dairy Sci 2008; 91:2135-2143. https://doi.org/10.3168/jds.2007-0825
Sechrist RS. Summary of NCDHIP policies National cooperative dairy herd improvement program handbook. Fact Sheet B-3, Ext Serv USDA, Washington, 1985.
Stoop WM, Bovenhuis H, Van Arendonk, JAM. Genetic parameters for milk urea nitrogen in relation to milk production traits. J Dairy Sci 2007; 90:1981-1986. https://doi.org/10.3168/jds.2006-434
Sun C, VanRaden PM, Cole JB, O’connell JR. Improvement of prediction ability for genomic selection of dairy cattle by including dominance effects. Plos One 2014; 9:1-18. https://doi.org/10.1371/journal.pone.0103934
Wasana N, Cho G, Park S, Kim S, Choi J, Park B, Park C, Do C. Genetic relationship of productive life yield and type traits of Korean Holsteins at early lactations. Asian Austral J Anim 2015; 28:1259-1265. https://doi.org/10.5713/ajas.15.0034
Yazgan K, Makulska J, Węglarz A, Ptak E, Gierdziewicz M. Genetic relationship between milk dry matter and other milk traits in extended lactations of Polish Holstein cows. Czech J Anim Sci 2010; 55:91-104. https://doi.org/10.17221/49/2009-CJAS
Zhao F, Guo G, Wang Y, Guo X, Zhang Y, Du L. Genetic parameters for somatic cell score and yield traits in the first three lactations of Chinese Holstein cows. J Integr Agr 2015; 14:125-130. https://doi.org/10.1016/S2095-3119(14)60758-9
Zink V, Lassen J, Štípková M. Genetic parameters for female fertility and milk yield traits in first-parity Czech Holstein cows. Czech J Anim Sci 2012; 57:108-114. https://doi.org/10.17221/5562-cjas
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