TY - JOUR
T1 - Genetic parameters for noncoagulating milk, milk coagulation properties, and detailed milk composition in Swedish Red Dairy Cattle
AU - Duchemin, Sandrine
AU - Nilsson, K.
AU - Fikse, W. F.
AU - Stalhammar, H.
AU - Johansen, L. Buhelt
AU - Hansen, M. Stenholdt
AU - Lindmark-Mansson, H.
AU - de Koning, Dirk-Jan
AU - Paulsson, M.
AU - Glantz, M.
PY - 2020
Y1 - 2020
N2 - The rennet-induced coagulation ability of milk is important in cheese production. For Swedish Red Dairy Cattle (RDC), this ability is reduced because of a high prevalence of noncoagulating (NC) milk. In this study, we simultaneously combined genetic parameters for NC milk, milk coagulation properties, milk composition, physical traits, and milk protein composition. Our aim was to estimate heritability and genetic and phenotypic correlations for NC milk and 24 traits (milk coagulation properties, milk composition, physical traits, and milk protein composition). Phenotypes and similar to 7,000 SNP genotypes were available for all 600 Swedish RDC. The genotypes were imputed from similar to 7,000 SNP to 50,000 SNP. Variance components and genetic parameters were estimated with an animal model. In Swedish RDC, a moderate heritability estimate of 0.28 was found for NC milk. For the other 24 traits, heritability estimates ranged from 0.12 to 0.77 (standard errors from 0.08 to 0.18). A total of 300 phenotypic and genetic correlations were estimated. For phenotypic and genetic correlations, 172 and 95 were significant, respectively. In general, most traits showing significant genetic correlations also showed significant phenotypic correlations. In this study, phenotypic and genetic correlations with NC milk suggest that many correlations between traits exist, making it difficult to predict the real consequences on the composition of milk, if selective breeding is applied on NC milk. We speculate that some of these consequences may lead to changes in the composition of milk, most likely affecting its physical and organoleptic properties. However, our results suggest that.-casein could be used as an indicator trait to predict the occurrence of NC milk at the herd level.
AB - The rennet-induced coagulation ability of milk is important in cheese production. For Swedish Red Dairy Cattle (RDC), this ability is reduced because of a high prevalence of noncoagulating (NC) milk. In this study, we simultaneously combined genetic parameters for NC milk, milk coagulation properties, milk composition, physical traits, and milk protein composition. Our aim was to estimate heritability and genetic and phenotypic correlations for NC milk and 24 traits (milk coagulation properties, milk composition, physical traits, and milk protein composition). Phenotypes and similar to 7,000 SNP genotypes were available for all 600 Swedish RDC. The genotypes were imputed from similar to 7,000 SNP to 50,000 SNP. Variance components and genetic parameters were estimated with an animal model. In Swedish RDC, a moderate heritability estimate of 0.28 was found for NC milk. For the other 24 traits, heritability estimates ranged from 0.12 to 0.77 (standard errors from 0.08 to 0.18). A total of 300 phenotypic and genetic correlations were estimated. For phenotypic and genetic correlations, 172 and 95 were significant, respectively. In general, most traits showing significant genetic correlations also showed significant phenotypic correlations. In this study, phenotypic and genetic correlations with NC milk suggest that many correlations between traits exist, making it difficult to predict the real consequences on the composition of milk, if selective breeding is applied on NC milk. We speculate that some of these consequences may lead to changes in the composition of milk, most likely affecting its physical and organoleptic properties. However, our results suggest that.-casein could be used as an indicator trait to predict the occurrence of NC milk at the herd level.
KW - noncoagulating milk
KW - milk coagulation
KW - heritability
KW - genetic correlation
KW - genetic parameter
KW - noncoagulating milk
KW - milk coagulation
KW - heritability
KW - genetic correlation
KW - genetic parameter
UR - https://res.slu.se/id/publ/107767
U2 - 10.3168/jds.2020-18315
DO - 10.3168/jds.2020-18315
M3 - Journal article
SN - 0022-0302
VL - 103
SP - 8330
EP - 8342
JO - Journal of Dairy Science
JF - Journal of Dairy Science
IS - 9
ER -