Back to Search
Start Over
Alternative somatic cell count traits exploitable in genetic selection for mastitis resistance in Italian Holsteins
- Publication Year :
- 2018
-
Abstract
- The aim of the present study was to characterize alternative somatic cell count (SCC) traits that could be exploited in genetic selection for mastitis resistance. Data were from 66,407 first-parity Holsteins in 404 herds. Novel SCC traits included average somatic cell score (SCS, log-transformation of SCC) in early lactation (SCS_150), standard deviation of SCS of the entire lactation (SCS_SD), the presence of at least one test-day (TD) SCC >400,000 cells/mL in the lactation, and the ratio of number of TD SCC >400,000 cells/mL to total number of TD in the lactation. Novel traits and lactation-mean SCS (SCS_LM) were analyzed using linear mixed or logistic regression models, including month of calving, year of calving, number of TD, and milk yield as fixed effects, and herd and residual as random terms. A multitrait linear animal model was applied to a random subset of 152 herds (n = 22,695 cows) to assess heritability of and genetic correlations between SCC traits. Alternative SCC traits were affected by the environmental factors included in the model; in particular, results suggested a seasonal effect and a tendency toward an improvement of the udder health status in the last years. Association was also found between novel SCC traits and milk production. Alternative SCC traits exhibited coefficients of additive genetic variation that were similar to or larger than that of traditional SCS_LM. Heritability of novel SCC traits was smaller than heritability of SCS_LM (0.126 ± 0.014), ranging from 0.044 ± 0.008 (SCS_SD) to 0.087 ± 0.010 (SCS_150). Genetic correlations between SCC traits ranged from 0.217 ± 0.096 (SCS_150 and SCS_SD) to 0.969 ± 0.010 (SCS_LM and SCS_150). Alternative SCC traits exhibited additive genetic variation that is potentially exploitable in breeding programs of Italian Holstein population to improve resistance to mastitis.
- Subjects :
- 0301 basic medicine
Population
Ice calving
novel trait
Cell Count
mastiti
Biology
Breeding
mastitis
Genetic correlation
03 medical and health sciences
Animal science
Mammary Glands, Animal
Pregnancy
Genetic variation
Genetics
medicine
Animals
Lactation
Udder
Selection, Genetic
education
Mastitis, Bovine
Dairy cattle
Disease Resistance
education.field_of_study
somatic cell count
0402 animal and dairy science
dairy cattle
Genetic Variation
04 agricultural and veterinary sciences
Heritability
040201 dairy & animal science
stomatognathic diseases
030104 developmental biology
medicine.anatomical_structure
Logistic Models
Milk
Phenotype
Italy
genetic selection
mastitis, somatic cell count, novel trait, genetic selection, dairy cattle
Linear Models
Animal Science and Zoology
Cattle
Female
Seasons
Somatic cell count
Food Science
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....77d2ad7cf48609b6cd3d9afc46ba243d