[en] Genetic parameters for birth weight (BWT), preweaning mortality (PWM), and hot carcass weight (HCW) were estimated for a crossbred pig population to determine if BWT could be used as an early predictor for later performances. Sire genetic effects for those traits were estimated to determine if early selection of purebred sires used in crossbreeding could be improved. Data were recorded from one commercial farm between 2008 and 2010. Data were from 24,376 crossbred pigs from Duroc sires and crossbred Large White × Landrace dams and included 24,376 BWT and PWM records, and 13,029 HCW records. For the analysis, PWM was considered as a binary trait (0 for live or 1 for dead piglet at weaning). A multi-trait threshold-linear animal model was used, with animal effect divided into sire genetic and dam effects; the dam effects included both genetic and environmental variation due to the absence of pedigree information for crossbred dams. Fixed effects were sex and parity for all traits, contemporary groups for BWT and HCW, and age at slaughter as a linear covariable for HCW. Random effects were sire additive genetic, dam, litter, and residual effects for all traits, and contemporary group for PWM. Heritability estimates were 0.04 for BWT, 0.02 for PWM, and 0.12 for HCW. Ratio between sire genetic and total estimated variances was 0.01 for BWT and PWM, and 0.03 for HCW. Dam and litter variances explained respectively 14% and 15% of total variance for BWT, 2% and 10% for PWM, and 3% and 8% for HCW. Genetic correlations were −0.52 between BWT and PWM, 0.55 between BWT and HCW, and -0.13 between PWM and HCW. Selection of purebred sires for higher BWT of crossbreds may slightly improve survival until weaning and final market weight at the commercial level.
Disciplines :
Animal production & animal husbandry Genetics & genetic processes
Author, co-author :
Dufrasne, Marie ; Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Misztal, Ignacy; University of Georgia > Animal and Dairy Science
Tsuruta, Shogo; University of Georgia > Animal and Dairy Science
Holl, Justin; Smithfield Premium Genetics
Gray, Kent; Smithfield Premium Genetics
Gengler, Nicolas ; Université de Liège - ULiège > Sciences agronomiques > Zootechnie
Language :
English
Title :
Estimation of genetic parameters for birth weight, preweaning mortality, and hot carcass weight of crossbred pigs
Publication date :
2013
Journal title :
Journal of Animal Science
ISSN :
0021-8812
eISSN :
1525-3163
Publisher :
American Society of Animal Science, Savoy, United States - Illinois
Volume :
91
Pages :
5565-5571
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
FRIA - Fonds pour la Formation à la Recherche dans l'Industrie et dans l'Agriculture
Arango, J., I. Misztal, S. Tsuruta, M. Culbertson, and W. Herring. 2005. Threshold-linear estimation of genetic parameters for farrowing mortality, litter size, and test performance of Large White sows. J. Anim. Sci. 83:499-506.
Arango, J., I. Misztal, S. Tsuruta, M. Culbertson, J. W. Holl, and W. Herring. 2006. Genetic study of individual preweaning mortality and birth weight in Large White piglets using threshold-linear models. Livest. Sci. 101:208-218.
Bérard, J., M. Kreuzer, and G. Bee. 2008. Effect of litter size and birth weight on growth, carcass and pork quality, and their relationship to post-mortem proteolysis. J. Anim. Sci. 86:2357-2368.
Cecchinato, A., O. González-Recio, E. López de Maturana, L. Gallo, and P. Carnier. 2010. A comparison between different survival and threshold models with an application to piglet preweaning survival in a dry-cured ham-producing crossbred line. J. Anim. Sci. 88:1990-1998.
De Vries, A. G. 1989. A model to estimate economic values of trait in pig breeding. Livest. Prod. Sci. 21:49-66.
Fix, J. S., J. P. Cassady, W. O. Herring, J. W. Holl, M. S. Culbertson, and M. T. See. 2010. Effect of piglet birth weight on body weight, growth, backfat, and longissimus muscle area of commercial market swine. Livest. Sci. 127:51-59.
Gondret, F., L. Lefaucheur, I. Louveau, B. Lebret, X. Pichodo, and Y. Le Cozler. 2005. Influence of piglet birth weight on postnatal growth performance, tissue lipogenic capacity, and muscle histological traits at market weight. Livest. Prod. Sci. 93:137-146.
Grandinson, K., M. S. Lund, L. Rydhmer, and E. Strandberg. 2002. Genetic parameters for the piglet mortality traits crushing, stillbirth and total mortality, and their relation to birth weight. Acta Agric. Scand. A Anim. Sci. 52:167-173.
Hamann, H., R. Steinheuer, and O. Distl. 2004. Estimation of genetic parameters for litter size as a sow and boar trait in German herdbook Landrace and Pietrain swine. Livest. Prod. Sci. 85:201-207.
Herring, W., J. Holl, M. Culbertson, I. Misztal, C. Y. Chen, J. Fix, and T. See. 2010. Use of terminal and nucleus birth weights to improve commercial pig performance. In: Proc. 9th World Congr. Genet. Appl. Livest. Prod., Leipzig, Germany. Communication No. 0284.
Ibáñez-Escriche, N., L. Varona, J. Casellas, R. Quintanilla, and J. L. Noguera. 2009. Bayesian threshold analysis of direct and maternal genetic parameters for piglet mortality at farrowing in Large White, Landrace, and Pietrain populations. J. Anim. Sci. 87:80-87.
Kempthorne, O., and A. W. Nordskog. 1959. Restricted selection indices. Biometrics 15:10-19.
Knol, E. F., B. J. Ducro, J. A. M. van Arendonk, and T. van der Lende. 2002. Direct, maternal and nurse sow genetic effects on farrowing-, pre-weaning- and total piglet survival. Livest. Prod. Sci. 73:153-164.
Lee, D., I. Misztal, J. K. Bertrand, and R. Rekaya. 2002. National evaluation for calving ease, gestation length and birth weight by linear and threshold model methodologies. J. Appl. Genet. 43:209-216.
Lutaaya, E., I. Misztal, J. W. Mabry, T. Short, H. H. Timm, and R. Holzbauer. 2001. Genetic parameter estimates from joint evaluation of purebreds and crossbreds in swine using the crossbred model. J. Anim. Sci. 79:3002-3007.
Lund, M. S., M. Puonti, L. Rydhmer, and J. Jensen. 2002. Relationship between litter size and perinatal and pre-weaning survival in pigs. Anim. Sci. 74:217-222.
Mesa, H., T. J. Safranski, K. M. Cammack, R. L. Weaber, and W. R. Lamberson. 2006. Genetic and phenotypic relationships of farrowing and weaning survival to birth and placental weights in pig. J. Anim. Sci. 84:32-40.
Milligan, B. N., C. E. Dewey, and A. F. de Grau. 2002. Neonatalpiglet weight variation and its relation to pre-weaning mortality and weight gain on commercial farms. Prev. Vet. Med. 56:119-127.
Misztal, I., D. Gianola, and J. L. Foulley. 1989. Computing aspects of a nonlinear method of sire evaluation for categorical data. J. Dairy Sci. 72:1557-1568.
Misztal, I., S. Tsuruta, T. Strabel, B. Auvray, T. Druet, and D. H. Lee. 2002. BLUPF90 and related programs (BGF90). In: Proc. 7th World Congr. Genet. Appl. Livest. Prod., Montpellier, France. Communication No. 28-07. p. 743-744.
Quiniou, N., J. Dagorn, and D. Gaudré. 2002. Variation of piglets' birth weight and consequences on subsequent performance. Livest. Prod. Sci. 78:63-70.
Rehfeldt, C., A. Tuchscherer, M. Hartung, and G. Kuhn. 2008. A second look at the influence of birth weight on carcass and meat quality in pigs. Meat Sci. 78:170-175.
Roehe, R., N. P. Shrestha, W. Mekkawy, E. M. Baxter, P. W. Knap, K. M. Smurthwaite, S. Jarvis, A. B. Lawrence, and S. A. Edwards. 2010. Genetic parameters of piglet survival and birth weight from a two-generation crossbreeding experiment under outdoor conditions designed to disentangle direct and maternal effects. J. Anim. Sci. 88:1276-1285.
van Arendonk, J. A. M., C. van Rosmeulen, L. L. G. Janss, and E. F. Knol. 1996. Estimation of direct and maternal genetic (co)variances for survival within litters of piglets. Livest. Prod. Sci. 46:163-171.
Zumbach, B., I. Misztal, S. Tsuruta, J. Holl, W. Herring, and T. Long. 2007. Genetic correlations between two strains of Durocs and crossbreds from differing production environments for slaughter traits. J. Anim. Sci. 85:901-908.