title: Candidate gene association analysis for milk yield, composition, urea nitrogen and somatic cell scores in Brown Swiss cows.
abstract: The aim of this study was to investigate 96 single-nucleotide polymorphisms (SNPs) from 54 candidate genes, and test the associations of the polymorphic SNPs with milk yield, composition, milk urea nitrogen (MUN) content and somatic cell score (SCS) in individual milk samples from Italian Brown Swiss cows. Milk and blood samples were collected from 1271 cows sampled once from 85 herds. Milk production, quality traits (i.e. protein, casein, fat and lactose percentages), MUN and SCS were measured for each milk sample. Genotyping was performed using a custom Illumina VeraCode GoldenGate approach. A Bayesian linear animal model that considered the effects of herd, days in milk, parity, SNP genotype and additive polygenic effect was used for the association analysis. Our results showed that 14 of the 51 polymorphic SNPs had relevant additive effects on at least one of the aforementioned traits. Polymorphisms in the glucocorticoid receptor DNA-binding factor 1 (GRLF1), prolactin receptor (PRLR) and chemokine ligand 2 (CCL2) were associated with milk yield; an SNP in the stearoyl-CoA desaturase (SCD-1) was related to fat content; SNPs in the caspase recruitment domain 15 protein (CARD15) and lipin 1 (LPIN1) affected the protein and casein contents; SNPs in growth hormone 1 (GH1), lactotransferrin (LTF) and SCD-1 were relevant for casein number; variants in beta casein (CSN2), GH1, GRLF1 and LTF affected lactose content; SNPs in beta-2 adrenergic receptor (ADRB2), serpin peptidase inhibitor (PI) and SCD-1 were associated with MUN; and SNPs in acetyl-CoA carboxylase alpha (ACACA) and signal transducer and activator of transcription 5A (STAT5A) were relevant in explaining the variation of SCS. Although further research is needed to validate these SNPs in other populations and breeds, the association between these markers and milk yield, composition, MUN and SCS could be exploited in gene-assisted selection programs for genetic improvement purposes.
authors.affiliation: 1Department of Agronomy,Food,Natural Resources,Animals and Environment (DAFNAE),University of Padova,Viale dell'Università 16,35020 Legnaro,Italy.
authors.forename: A
authors.initials: A
authors.lastname: Cecchinato
authors.affiliation: 1Department of Agronomy,Food,Natural Resources,Animals and Environment (DAFNAE),University of Padova,Viale dell'Università 16,35020 Legnaro,Italy.
authors.forename: C
authors.initials: C
authors.lastname: Ribeca
authors.affiliation: 2Istituto di Biologia e Biotecnologia Agraria,Consiglio Nazionale delle Ricerche (CNR),via Einstein,26900 Lodi,Italy.
authors.forename: S
authors.initials: S
authors.lastname: Chessa
authors.affiliation: 1Department of Agronomy,Food,Natural Resources,Animals and Environment (DAFNAE),University of Padova,Viale dell'Università 16,35020 Legnaro,Italy.
authors.forename: C
authors.initials: C
authors.lastname: Cipolat-Gotet
authors.affiliation: 1Department of Agronomy,Food,Natural Resources,Animals and Environment (DAFNAE),University of Padova,Viale dell'Università 16,35020 Legnaro,Italy.
authors.forename: F
authors.initials: F
authors.lastname: Maretto
authors.affiliation: 3Grup de Recerca en Remugants,Departament de Ciència Animal i dels Aliments,Universitat Autònoma de Barcelona,08193 Bellaterra,Spain.
authors.forename: J
authors.initials: J
authors.lastname: Casellas
authors.affiliation: 1Department of Agronomy,Food,Natural Resources,Animals and Environment (DAFNAE),University of Padova,Viale dell'Università 16,35020 Legnaro,Italy.
authors.forename: G
authors.initials: G
authors.lastname: Bittante
mesh_terms: D000103:Acetyl-CoA Carboxylase; D000818:Animals; D001499:Bayes Theorem; D001947:Breeding; D002364:Caseins / Q000032:analysis; D002417:Cattle / Q000235:genetics / Q000502:physiology*; D005260:Female; D005786:Gene Expression Regulation; D005838:Genotype; D007774:Lactation / Q000235:genetics; D007785:Lactose; D008892:Milk / Q000166:cytology*; D008894:Milk Proteins / Q000032:analysis; D009584:Nitrogen / Q000032:analysis; D010298:Parity; D020641:Polymorphism, Single Nucleotide; D011247:Pregnancy; D013230:Stearoyl-CoA Desaturase; D014508:Urea / Q000378:metabolism
chemical_list: D002364:Caseins; D008894:Milk Proteins; D014508:Urea; D013230:Stearoyl-CoA Desaturase; D000103:Acetyl-CoA Carboxylase; D007785:Lactose; D009584:Nitrogen