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Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count

SIMPLE SUMMARY: In the last years, consumers have shown a remarkable interest in the qualitative and healthy aspects of milk, leading to an increase of the demand for dairy products with high nutritional value. By applying a genetic approach, it is possible to improve the quality of the fat containe...

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Autores principales: Bobbo, Tania, Penasa, Mauro, Cassandro, Martino
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7765606/
https://www.ncbi.nlm.nih.gov/pubmed/33339148
http://dx.doi.org/10.3390/ani10122406
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author Bobbo, Tania
Penasa, Mauro
Cassandro, Martino
author_facet Bobbo, Tania
Penasa, Mauro
Cassandro, Martino
author_sort Bobbo, Tania
collection PubMed
description SIMPLE SUMMARY: In the last years, consumers have shown a remarkable interest in the qualitative and healthy aspects of milk, leading to an increase of the demand for dairy products with high nutritional value. By applying a genetic approach, it is possible to improve the quality of the fat contained in milk and its derivatives. In the present study we explored the genetic aspects of bovine milk fatty acids, in order to evaluate the feasibility of including them in breeding programs to alter their proportions in milk and improve the nutritional and healthy quality of fat. Our results indicate that genetic selection on fatty acid profile is feasible, as fatty acids present sufficient genetic variability and are moderately heritable. However, in the light of estimated correlations with other milk traits, a clear breeding objective should first be established. ABSTRACT: The growing interest of consumers for milk and dairy products of high nutritional value has pushed researchers to evaluate the feasibility of including fatty acids (FA) in selection programs to modify milk fat profile and improve its nutritional quality. Therefore, the aim of this study was to estimate genetic parameters of FA profile predicted by mid-infrared spectroscopy, milk yield, composition, and total and differential somatic cell count. Edited data included 35,331 test-day records of 25,407 Italian Holstein cows from 652 herds. Variance components and heritability were estimated using single-trait repeatability animal models, whereas bivariate repeatability animal models were used to estimate genetic and phenotypic correlations between traits, including the fixed effects of stage of lactation, parity, and herd-test-date, and the random effects of additive genetic animal, cow permanent environment and the residual. Heritabilities and genetic correlations obtained in the present study reflected both the origins of FA (extracted from the blood or synthesized de novo by the mammary gland) and their grouping according to saturation or chain length. In addition, correlations among FA groups were in line with correlation among individual FA. Moderate negative genetic correlations between FA and milk yield and moderate to strong positive correlations with fat, protein, and casein percentages suggest that actual selection programs are currently affecting all FA groups, not only the desired ones (e.g., polyunsaturated FA). The absence of association with differential somatic cell count and the weak association with somatic cell score indicate that selection on FA profile would not affect selection on resistance to mastitis and vice versa. In conclusion, our findings suggest that genetic selection on FA content is feasible, as FA are variable and moderately heritable. Nevertheless, in the light of correlations with other milk traits estimated in this study, a clear breeding goal should first be established.
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spelling pubmed-77656062020-12-27 Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count Bobbo, Tania Penasa, Mauro Cassandro, Martino Animals (Basel) Article SIMPLE SUMMARY: In the last years, consumers have shown a remarkable interest in the qualitative and healthy aspects of milk, leading to an increase of the demand for dairy products with high nutritional value. By applying a genetic approach, it is possible to improve the quality of the fat contained in milk and its derivatives. In the present study we explored the genetic aspects of bovine milk fatty acids, in order to evaluate the feasibility of including them in breeding programs to alter their proportions in milk and improve the nutritional and healthy quality of fat. Our results indicate that genetic selection on fatty acid profile is feasible, as fatty acids present sufficient genetic variability and are moderately heritable. However, in the light of estimated correlations with other milk traits, a clear breeding objective should first be established. ABSTRACT: The growing interest of consumers for milk and dairy products of high nutritional value has pushed researchers to evaluate the feasibility of including fatty acids (FA) in selection programs to modify milk fat profile and improve its nutritional quality. Therefore, the aim of this study was to estimate genetic parameters of FA profile predicted by mid-infrared spectroscopy, milk yield, composition, and total and differential somatic cell count. Edited data included 35,331 test-day records of 25,407 Italian Holstein cows from 652 herds. Variance components and heritability were estimated using single-trait repeatability animal models, whereas bivariate repeatability animal models were used to estimate genetic and phenotypic correlations between traits, including the fixed effects of stage of lactation, parity, and herd-test-date, and the random effects of additive genetic animal, cow permanent environment and the residual. Heritabilities and genetic correlations obtained in the present study reflected both the origins of FA (extracted from the blood or synthesized de novo by the mammary gland) and their grouping according to saturation or chain length. In addition, correlations among FA groups were in line with correlation among individual FA. Moderate negative genetic correlations between FA and milk yield and moderate to strong positive correlations with fat, protein, and casein percentages suggest that actual selection programs are currently affecting all FA groups, not only the desired ones (e.g., polyunsaturated FA). The absence of association with differential somatic cell count and the weak association with somatic cell score indicate that selection on FA profile would not affect selection on resistance to mastitis and vice versa. In conclusion, our findings suggest that genetic selection on FA content is feasible, as FA are variable and moderately heritable. Nevertheless, in the light of correlations with other milk traits estimated in this study, a clear breeding goal should first be established. MDPI 2020-12-16 /pmc/articles/PMC7765606/ /pubmed/33339148 http://dx.doi.org/10.3390/ani10122406 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bobbo, Tania
Penasa, Mauro
Cassandro, Martino
Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count
title Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count
title_full Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count
title_fullStr Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count
title_full_unstemmed Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count
title_short Genetic Parameters of Bovine Milk Fatty Acid Profile, Yield, Composition, Total and Differential Somatic Cell Count
title_sort genetic parameters of bovine milk fatty acid profile, yield, composition, total and differential somatic cell count
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7765606/
https://www.ncbi.nlm.nih.gov/pubmed/33339148
http://dx.doi.org/10.3390/ani10122406
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