Estimation of genetic parameters and detection of chromosomal regions affecting the major milk proteins and their post translational modifications in Danish Holstein and Danish Jersey cattle

被引:57
|
作者
Buitenhuis, Bart [1 ]
Poulsen, Nina A. [2 ]
Gebreyesus, Grum [1 ]
Larsen, Lotte B. [2 ]
机构
[1] Aarhus Univ, Dept Mol Biol & Genet, Ctr Quantitat Genet & Genom, Blichers Alle 20,POB 50, DK-8830 Tjele, Denmark
[2] Aarhus Univ, Dept Food Sci, Blichers Alle 20,POB 50, DK-8830 Tjele, Denmark
来源
BMC GENETICS | 2016年 / 17卷
关键词
Genetic parameters; Genome-wide association; Casein; Whey; Post-translational modification; BOVINE KAPPA-CASEIN; WHOLE-GENOME ASSOCIATION; COAGULATION PROPERTIES; FATTY-ACID; RENNET COAGULATION; VARIANTS; GLYCOSYLATION; TRAITS; COWS; PHOSPHORYLATION;
D O I
10.1186/s12863-016-0421-2
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: In the Western world bovine milk products are an important protein source in human diet. The major proteins in bovine milk are the four caseins (CN), alpha(S1)-, alpha(S2)-, beta-, and k-CN and the two whey proteins, beta-LG and alpha-LA. It has been shown that both the amount of specific CN and their isoforms including post-translational modifications (PTM) influence technological properties of milk. Therefore, the aim of this study was to 1) estimate genetic parameters for individual proteins in Danish Holstein (DH) (n = 371) and Danish Jersey (DJ) (n = 321) milk, and 2) detect genomic regions associated with specific milk protein and their different PTM forms using a genome-wide association study (GWAS) approach. Results: For DH, high heritability estimates were found for protein percentage (0.47), casein percentage (0.43), k-CN (0.77), beta-LG (0.58), and alpha-LA (0.40). For DJ, high heritability estimates were found for protein percentage (0.70), casein percentage (0.52), and alpha-LA (0.44). The heritability for G-k-CN, U-k-CN and GD was higher in the DH compared to the DJ, whereas the heritability for the PD of alpha(S1)-CN was lower in DH compared to DJ, whereas the PD for alpha(S2)-CN was higher in DH compared to DJ. The GWAS results for the main milk proteins were in line what has been earlier published. However, we showed that there were SNPs specifically regulating G-k-CN in DH. Some of these SNPs were assigned to casein protein kinase genes (CSNK1G3, PRKCQ). Conclusion: The genetic analysis of the major milk proteins and their PTM forms revealed that these were heritable in both DH and DJ. In DH, genomic regions specific for glycosylation of k-CN were detected. Furthermore, genomic regions for the major milk proteins confirmed the regions on BTA6 (casein cluster), BTA11 (PEAP), and BTA14 (DGAT1) as important regions influencing protein composition in milk. The results from this study provide confidence that it is possible to breed for specific milk protein including the different PTM forms.
引用
收藏
页数:12
相关论文
共 10 条
  • [1] Estimation of genetic parameters and detection of chromosomal regions affecting the major milk proteins and their post translational modifications in Danish Holstein and Danish Jersey cattle
    Bart Buitenhuis
    Nina A. Poulsen
    Grum Gebreyesus
    Lotte B. Larsen
    [J]. BMC Genetics, 17
  • [2] Estimation of genetic parameters and detection of quantitative trait loci for minerals in Danish Holstein and Danish Jersey milk
    Bart Buitenhuis
    Nina A Poulsen
    Lotte B Larsen
    Jakob Sehested
    [J]. BMC Genetics, 16
  • [3] Estimation of genetic parameters and detection of quantitative trait loci for minerals in Danish Holstein and Danish Jersey milk
    Buitenhuis, Bart
    Poulsen, Nina A.
    Larsen, Lotte B.
    Sehested, Jakob
    [J]. BMC GENETICS, 2015, 16
  • [4] Genetic analysis of predicted fatty acid profiles of milk from Danish Holstein and Danish Jersey cattle populations
    Hein, L.
    Sorensen, L. P.
    Kargo, M.
    Buitenhuis, A. J.
    [J]. JOURNAL OF DAIRY SCIENCE, 2018, 101 (03) : 2148 - 2157
  • [5] Estimation of genetic parameters and detection of quantitative trait loci for metabolites in Danish Holstein milk
    Buitenhuis, A. J.
    Sundekilde, U. K.
    Poulsen, N. A.
    Bertram, H. C.
    Larsen, L. B.
    Sorensen, P.
    [J]. JOURNAL OF DAIRY SCIENCE, 2013, 96 (05) : 3285 - 3295
  • [6] Short communication: Multi-trait estimation of genetic parameters for milk protein composition in the Danish Holstein
    Gebreyesus, G.
    Lund, M. S.
    Janss, L.
    Poulsen, N. A.
    Larsen, L. B.
    Bovenhuis, H.
    Buitenhuis, A. J.
    [J]. JOURNAL OF DAIRY SCIENCE, 2016, 99 (04) : 2863 - 2866
  • [7] Genetic parameters for milk fatty acids in Danish Holstein cattle based on SNP markers using a Bayesian approach
    Krag, Kristian
    Poulsen, Nina A.
    Larsen, Mette K.
    Larsen, Lotte B.
    Janss, Luc L.
    Buitenhuis, Bart
    [J]. BMC GENETICS, 2013, 14
  • [8] Genetic parameters for milk fatty acids in Danish Holstein cattle based on SNP markers using a Bayesian approach
    Kristian Krag
    Nina A Poulsen
    Mette K Larsen
    Lotte B Larsen
    Luc L Janss
    Bart Buitenhuis
    [J]. BMC Genetics, 14
  • [9] Detection of genetic variation affecting milk coagulation properties in Danish Holstein dairy cattle by analyses of pooled whole-genome sequences from phenotypically extreme samples (pool-seq)
    Bertelsen, H. P.
    Gregersen, V. R.
    Poulsen, N.
    Nielsen, R. O.
    Das, A.
    Madsen, L. B.
    Buitenhuis, A. J.
    Holm, L. -E.
    Panitz, F.
    Larsen, L. B.
    Bendixen, C.
    [J]. JOURNAL OF ANIMAL SCIENCE, 2016, 94 (04) : 1365 - 1376
  • [10] Detection of quantitative trait loci in Danish Holstein cattle affecting clinical mastitis, somatic cell score, udder conformation traits, and assessment of associated effects on milk yield
    Lund, M. S.
    Guldbrandtsen, B.
    Buitenhuis, A. J.
    Thomsen, B.
    Bendixen, C.
    [J]. JOURNAL OF DAIRY SCIENCE, 2008, 91 (10) : 4028 - 4036