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Heat stress and milk quality in Holstein cows: a genomic approach

Grant number: 16/15066-5
Support Opportunities:Scholarships in Brazil - Master
Effective date (Start): April 01, 2017
Effective date (End): February 28, 2018
Field of knowledge:Agronomical Sciences - Animal Husbandry - Genetics and Improvement of Domestic Animals
Acordo de Cooperação: Coordination of Improvement of Higher Education Personnel (CAPES)
Principal Investigator:Gerson Barreto Mourão
Grantee:Eula Regina Carrara
Host Institution: Escola Superior de Agricultura Luiz de Queiroz (ESALQ). Universidade de São Paulo (USP). Piracicaba , SP, Brazil

Abstract

Heat stress is a common cause of physiological changes in dairy cows, with negative consequences on milk production, milk quality, and on the reproductive efficiency of these animals. The use of genomic tools can assist the selection of less sensitive animals to heat stress and help to accelerate the genetic gain. Thus, it is proposed: i) to identify less sensitive cows to heat stress by using a genomic approach; ii) to identify molecular markers associated with phenotypes susceptibility to heat stress; iii) to assess whether of these markers can be used to predict cows' breeding values for production and milk quality traits. Phenotypes for production and milk quality traits of 6,800 Holstein cows as well as the genotypes of 1,168 these cows will be used. The genotypes were obtained in low density (6k, 6,909 single nucleotide polymorphism) and medium density panels (30k) for 768 and 400 cows, respectively, and imputed to 60,671 SNP. Temperature and humidity data (from two days before the day of milk control) will be collected from weather stations near to the farms studied and used to calculate the temperature and humidity index (THI). Genetic analysis will be performed in two steps. First, a random regression model will be fitted to evaluate the sensitivity of milk yield and milk composition traits to changes in THI. Subsequently, breeding values estimated for THI intercept and THI slope in random regression model for the genotyped animals will be considered as phenotypes in the association study, which will be developed by using the Bayes CÀ regression method. The sum of the effects of SNP according to the genotype will be considered the genomic value of each individual. The genotyping of 825 cows and the imputation procedure were developed in previous projects supported by FAPESP (10/12929-6; 12/15948-7). This is a complementary study in the research line of dairy cattle animal breeding and it is expected that it will contribute to the understanding of the adaptive metabolism of animals to heat stress through the identification of SNPs associated with adaptation mechanisms and the incorporation of this information in sire selection. (AU)

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Scientific publications (4)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
CARRARA, EULA REGINA; PETRINI, JULIANA; SALVIAN, MAYARA; DE OLIVEIRA, HINAYAH ROJAS; ROVADOSCKI, GREGORI ALBERTO; IUNG, LAIZA HELENA DE SOUZA; MIQUILINI, MARINA; MACHADO, PAULO FERNANDO; MOURAO, GERSON BARRETO. Genetic parameters for milk yield and quality traits of Brazilian Holstein cows as a function of temperature and humidity index. JOURNAL OF ANIMAL BREEDING AND GENETICS, v. 138, n. 6, . (12/15948-7, 12/24788-3, 10/12929-6, 16/15066-5)
CARRARA, EULA REGINA; GAYA, LEILA DE GENOVA; PETRINI, JULIANA; DE PAIVA, JOSE TEODORO; SALVIAN, MAYARA; ROVADOSCKI, GREGORI ALBERTO; MACHADO, PAULO FERNANDO; MOURAO, GERSON BARRETO. Genetic and phenotypic trends for milk fatty acids in a Holstein cattle population reared under tropical conditions. LIVESTOCK SCIENCE, v. 228, p. 84-92, . (12/15948-7, 16/15066-5, 10/12929-6, 12/24788-3)
CARRARA, EULA REGINA; GAYA, LEILA DE GENOVA; DE PAIVA, JOSE TEODORO; PETRINI, JULIANA; SALVIAN, MAYARA; ROVADOSCKI, GREGORI ALBERTO; REIS, ARICIA CHAVES ZANETTI; MACHADO, PAULO FERNANDO; MOURAO, GERSON BARRETO. Impact of inbreeding on milk fatty acids of a Brazilian Holstein cattle. ANIMAL PRODUCTION SCIENCE, v. 60, n. 12, . (16/15066-5, 12/15948-7, 12/24788-3, 10/12929-6)
CARRARA, EULA REGINA; DAURIA, BRAYAN DIAS; GERVASIO, IZALLY CARVALHO; SILVEIRA, ROBSON MATEUS FREITAS; ROVADOSKI, GREGORI ALBERTO; PETRINI, JULIANA; SALVIAN, MAYARA; MACHADO, PAULO FERNANDO; MOURAO, GERSON BARRETO. Comparison of Marker Effects and Breeding Values at Two Levels at THI for Milk Yield and Quality Traits in Brazilian Holstein Cows. GENES, v. 14, n. 1, p. 11-pg., . (12/15948-7, 10/12929-6, 16/15066-5, 12/24788-3)
Academic Publications
(References retrieved automatically from State of São Paulo Research Institutions)
CARRARA, Eula Regina. Heat stress and milk quality in Holtein cows: a genomic approach. 2018. Master's Dissertation - Universidade de São Paulo (USP). Escola Superior de Agricultura Luiz de Queiroz (ESALA/BC) Piracicaba.

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