Estimates of marker effects for measures of milk flow in the Italian brown Swiss dairy cattle population

被引:4
|
作者
Gray, Kent A. [1 ]
Maltecca, Christian [1 ]
Bagnato, Alessandro [2 ]
Dolezal, Marlies [2 ,3 ]
Rossoni, Attilio [4 ]
Samore, Antonia B. [2 ]
Cassady, Joseph P. [1 ]
机构
[1] N Carolina State Univ, Dept Anim Sci, Raleigh, NC 27695 USA
[2] Univ Milan, Dept Hlth Anim Sci & Food Safety, Milan, Italy
[3] Univ Vet Med, Inst Populat Genet, Vienna, Austria
[4] Italian Brown Breeders Assoc, Bussolengo, Italy
来源
BMC VETERINARY RESEARCH | 2012年 / 8卷
基金
奥地利科学基金会;
关键词
Milk flow; GWAS; Milkability; QUANTITATIVE TRAIT LOCI; AFFECTING CLINICAL MASTITIS; SOMATIC-CELL SCORE; WHOLE GENOME SCAN; LINKAGE DISEQUILIBRIUM; GENETIC-PARAMETERS; FUNCTIONAL TRAITS; OXYTOCIN RELEASE; HOLSTEIN; CONFORMATION;
D O I
10.1186/1746-6148-8-199
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
Background: Milkability is a complex trait that is characterized by milk flow traits including average milk flow rate, maximum milk flow rate and total milking time. Milkability has long been recognized as an economically important trait that can be improved through selection. By improving milkability, management costs of milking decrease through reduced labor and improved efficiency of the automatic milking system, which has been identified as an important factor affecting net profit. The objective of this study was to identify markers associated with electronically measured milk flow traits, in the Italian Brown Swiss population that could potentially improve selection based on genomic predictions. Results: Sires (n = 1351) of cows with milk flow information were genotyped for 33,074 single nucleotide polymorphism (SNP) markers distributed across 29 Bos taurus autosomes (BTA). Among the six milk flow traits collected, ascending time, time of plateau, descending time, total milking time, maximum milk flow and average milk flow, there were 6,929 (time of plateau) to 14,585 (maximum milk flow) significant SNP markers identified for each trait across all BTA. Unique regions were found for each of the 6 traits providing evidence that each individual milk flow trait offers distinct genetic information about milk flow. This study was also successful in identifying functional processes and genes associated with SNPs that influences milk flow. Conclusions: In addition to verifying the presence of previously identified milking speed quantitative trait loci (QTL) within the Italian Brown Swiss population, this study revealed a number of genomic regions associated with milk flow traits that have never been reported as milking speed QTL. While several of these regions were not associated with a known gene or QTL, a number of regions were associated with QTL that have been formerly reported as regions associated with somatic cell count, somatic cell score and udder morphometrics. This provides further evidence of the complexity of milk flow traits and the underlying relationship it has with other economically important traits for dairy cattle. Improved understanding of the overall milking pattern will aid in identification of cows with lower management costs and improved udder health.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Variation of milk components in the Italian Brown cattle
    Frigo, Erika
    Samore, Antonia B.
    Reghenzani, Liliana
    Bergomi, Nicola
    Strillacci, Maria G.
    Schiavini, Fausta
    Prinsen, Raphaelle T. M. M.
    Cozzi, Maria C.
    Serra, Marco
    Rossoni, Attilio
    Bagnato, Alessandro
    JOURNAL OF DAIRY RESEARCH, 2015, 82 (04) : 485 - 490
  • [22] β-LACTOGLOBULIN GENETIC VARIANTS IN BROWN-SWISS DAIRY CATTLE AND THEIR ASSOCIATION WITH MILK YIELD AND QUALITY TRAITS
    Dogru, Unsal
    JOURNAL OF ANIMAL AND PLANT SCIENCES, 2015, 25 (02): : 595 - 598
  • [23] Estimates of missing heritability for complex traits in Brown Swiss cattle
    Roman-Ponce, Sergio-Ivan
    Samore, Antonia B.
    Dolezal, Marlies A.
    Bagnato, Alessandro
    Meuwissen, Theo H. E.
    GENETICS SELECTION EVOLUTION, 2014, 46
  • [24] Estimates of missing heritability for complex traits in Brown Swiss cattle
    Sergio-Iván Román-Ponce
    Antonia B Samoré
    Marlies A Dolezal
    Alessandro Bagnato
    Theo HE Meuwissen
    Genetics Selection Evolution, 46
  • [25] Genomic evaluation of female fertility in Brown Swiss dairy cattle
    Baes, C.
    Bapst, B.
    Flury, C.
    Signer-Hasler, H.
    Garrick, D.
    Stricker, C.
    Schmitz-Hsu, F.
    Gredler, B.
    REPRODUCTION IN DOMESTIC ANIMALS, 2015, 50 : 9 - 9
  • [26] Inbreeding Level Among Brown Swiss Cattle And Its Effects On Milk Yield Traits
    Kaygisiz, Ali
    Koseturkmen, Esra
    KAHRAMANMARAS SUTCU IMAM UNIVERSITY JOURNAL OF NATURAL SCIENCES, 2011, 14 (02): : 1 - 6
  • [27] Genomic Analysis of Milk Protein Fractions in Brown Swiss Cattle
    Mota, Lucio Flavio Macedo
    Pegolo, Sara
    Bisutti, Vittoria
    Bittante, Giovanni
    Cecchinato, Alessio
    ANIMALS, 2020, 10 (02):
  • [28] Estimation of maximum thermo-hygrometric index thresholds affecting milk production in Italian Brown Swiss cattle
    Maggiolino, A.
    Dahl, G. E.
    Bartolomeo, N.
    Bernabucci, U.
    Vitali, A.
    Serio, G.
    Cassandro, M.
    Centoducati, G.
    Santus, E.
    De Palo, P.
    JOURNAL OF DAIRY SCIENCE, 2020, 103 (09) : 8541 - 8553
  • [29] The effects of the brown ear-tick, Rhipicephalus appendiculatus, on milk production in dairy cattle
    Norval, RAI
    Sutherst, RW
    Gibson, JD
    Kerr, JD
    Thorne, LM
    Ellenhauge, A
    MEDICAL AND VETERINARY ENTOMOLOGY, 1997, 11 (02) : 155 - 158
  • [30] Phenotypic Evaluation of Brown Swiss Dairy Cattle Using Images Processing
    Alatrista-Salas, Hugo
    Apumayta Lopez, Julianna Milagros
    Fuentes Navarro, Eduardo Leuman
    Nunez-del-Prado, Miguel
    IEEE LATIN AMERICA TRANSACTIONS, 2020, 18 (11) : 1996 - 2002