title: Derivation of multivariate indices of milk composition, coagulation properties, and individual cheese yield in dairy sheep.
abstract: Milk composition and its technological properties are traits of interest for the dairy sheep industry because almost all milk produced is processed into cheese. However, several variables define milk technological properties and a complex correlation pattern exists among them. In the present work, we measured milk composition, coagulation properties, and individual cheese yields in a sample of 991 Sarda breed ewes in 47 flocks. The work aimed to study the correlation pattern among measured variables and to obtain new synthetic indicators of milk composition and cheese-making properties. Multivariate factor analysis was carried out on individual measures of milk coagulation parameters; cheese yield; fat, protein, and lactose percentages; somatic cell score; casein percentage; NaCl content; pH; and freezing point. Four factors that were able to explain about 76% of the original variance were extracted. They were clearly interpretable: the first was associated with composition and cheese yield, the second with udder health status, the third with coagulation, and the fourth with curd characteristics. Factor scores were then analyzed by using a mixed linear model that included the fixed effect of parity, lambing month, and lactation stage, and the random effect of flock-test date. The patterns of factor scores along lactation stages were coherent with their technical meaning. A relevant effect of flock-test date was detected, especially on the 2 factors related to milk coagulation properties. Results of the present study suggest the existence of a simpler latent structure that regulates relationships between variables defining milk composition and coagulation properties in sheep. Heritability estimates for the 4 extracted factors were from low to moderate, suggesting potential use of these new variables as breeding goals.
authors.affiliation: Dipartimento di Agraria, Università di Sassari, 07100 Sassari, Italy.
authors.forename: M G
authors.initials: MG
authors.lastname: Manca
authors.affiliation: Dipartimento di Agraria, Università di Sassari, 07100 Sassari, Italy.
authors.forename: J
authors.initials: J
authors.lastname: Serdino
authors.affiliation: Dipartimento di Agraria, Università di Sassari, 07100 Sassari, Italy.
authors.forename: G
authors.initials: G
authors.lastname: Gaspa
authors.affiliation: Dipartimento di Agraria, Università di Sassari, 07100 Sassari, Italy.
authors.forename: P
authors.initials: P
authors.lastname: Urgeghe
authors.affiliation: Associazione Regionale Allevatori della Sardegna, 09128 Cagliari, Italy.
authors.forename: I
authors.initials: I
authors.lastname: Ibba
authors.affiliation: Associazione Regionale Allevatori della Sardegna, 09128 Cagliari, Italy.
authors.forename: M
authors.initials: M
authors.lastname: Contu
authors.affiliation: Associazione Nazionale della Pastorizia, 00161 Rome, Italy.
authors.forename: P
authors.initials: P
authors.lastname: Fresi
authors.affiliation: Dipartimento di Agraria, Università di Sassari, 07100 Sassari, Italy. Electronic address: macciott@uniss.it.
authors.forename: N P P
authors.initials: NPP
authors.lastname: Macciotta
mesh_terms: D000818:Animals; D002611:Cheese / Q000032:analysis*; D005260:Female; D007558:Italy; D008892:Milk / Q000737:chemistry*; D015999:Multivariate Analysis; D034561:Sheep, Domestic
keywords: cheese yield; coagulation properties; factor analysis; sheep milk