Inputs for optimizing selection platform for milk production traits of dairy Sahiwal cattle

被引:9
作者
Worku, Destaw [1 ,2 ]
Gowane, Gopal [1 ]
Alex, Rani [1 ]
Joshi, Pooja [1 ]
Verma, Archana [1 ]
机构
[1] Natl Dairy Res Inst, Anim Genet & Breeding Div, Karnal, Haryana, India
[2] Salale Univ, Dept Anim Sci, Salale, Ethiopia
来源
PLOS ONE | 2022年 / 17卷 / 05期
关键词
FERTILITY TRAITS; SIRT1; GENE; PHENOTYPIC PARAMETERS; REPRODUCTION TRAITS; CARCASS TRAITS; YIELD; HOLSTEIN; NUCLEOTIDE; TRENDS;
D O I
10.1371/journal.pone.0267800
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The premises for the potential success of molecular breeding is the ability to identify major genes associated with important dairy related traits. The present study was taken up with the objectives to identify single nucleotide polymorphism (SNP) of bovine MASP2 and SIRT1 genes and its effect on estimated breeding values (EBVs) and to estimate genetic parameters for lactation milk yield (LMY), 305-day milk yield (305dMY), 305-day fat yield (305dFY), 305-day solid not fat yield (305dSNFY) and lactation length (LL) in Sahiwal dairy cattle to devise a promising improvement strategy. Genetic parameters and breeding values of milk production traits were estimated from 935 Sahiwal cattle population (1979-2019) reared at National Dairy Research Institute at Karnal, India. A total of 7 SNPs, where one SNP (g.499C>T) in exon 2 and four SNPs (g.576G>A, g.609T>C, g.684G>T and g.845A>G) in exon 3 region of MASP2 gene and 2 SNPs (g.-306T>C and g.-274G>C) in the promoter region of SIRT1 gene were identified in Sahiwal cattle population. Five of these identified SNPs were chosen for further genotyping by PCR-RFLP and association analysis. Association analysis was performed using estimated breeding values (n = 150) to test the effect of SNPs on LMY, 305dMY, 305dFY, 305dSNFY and LL. Association analysis revealed that, three SNP markers (g.499C>T, g.609T>C and g.-306T>C) were significantly associated with all milk yield traits. The estimates for heritability using repeatability model for LMY, 305dMY, 305dFY, 305dSNFY and LL were low, however the corresponding estimates from first parity were 0.20 +/- 0.08, 0.17 +/- 0.08, 0.13 +/- 0.09, 0.13 +/- 0.09 and 0.24, respectively. The repeatability estimates were moderate to high indicating consistency of performance over the parities and hence reliability of first lactation traits. Genetic correlations among the traits of first parity were high (0.55 to 0.99). From the results we could conclude that optimum strategy to improve the Sahiwal cattle further would be selecting the animals based on their first lactation 305dMY. Option top include the significant SNP in selection criteria can be explored. Taken together, a 2-stage selection approach, select Sahiwal animals early for the SNP and then on the basis of first lactation 305dMY will help to save resources.
引用
收藏
页数:19
相关论文
共 45 条
  • [1] [Anonymous], 2008, STAT 92 USERS GUIDE
  • [2] Blott S, 2003, GENETICS, V163, P253
  • [3] Genetic trend estimates for milk yield production and fertility traits of the Girolando cattle in Brazil
    Canaza-Cayo, Ali William
    Cobuci, Jaime Araujo
    Lopes, Paulo Savio
    Torres, Robledo de Almeida
    Martins, Marta Fonseca
    Daltro, Darlene dos Santos
    Gualberto Barbosa da Silva, Marcos Vinicius
    [J]. LIVESTOCK SCIENCE, 2016, 190 : 113 - 122
  • [4] Identification of a missense mutation in the bovine ABCG2 gene with a major effect on the QTL on chromosome 6 affecting milk yield and composition in Holstein cattle
    Cohen-Zinder, M
    Seroussi, E
    Larkin, DM
    Loor, JJ
    Everts-van der Wind, A
    Lee, JH
    Drackley, JK
    Band, MR
    Hernandez, AG
    Shani, M
    Lewin, HA
    Weller, JI
    Ron, M
    [J]. GENOME RESEARCH, 2005, 15 (07) : 936 - 944
  • [5] POPULATION-STRUCTURE OF THE SAHIWAL BREED IN PAKISTAN
    DAHLIN, A
    KHAN, UN
    ZAFAR, AH
    SALEEM, M
    CHAUDHRY, MA
    PHILIPSSON, J
    [J]. ANIMAL SCIENCE, 1995, 60 : 163 - 168
  • [6] Fecundity genes in sheep
    Davis, GH
    [J]. ANIMAL REPRODUCTION SCIENCE, 2004, 82-3 : 247 - 253
  • [7] Erfani-Asl Z, 2015, IRAN J APPL ANIM SCI, V5, P827
  • [8] Estrada-León RJ, 2008, J ANIM VET ADV, V7, P124
  • [9] A single nucleotide polymorphism-derived regulatory gene network underlying puberty in 2 tropical breeds of beef cattle
    Fortes, M. R. S.
    Reverter, A.
    Nagaraj, S. H.
    Zhang, Y.
    Jonsson, N. N.
    Barris, W.
    Lehnert, S.
    Boe-Hansen, G. B.
    Hawken, R. J.
    [J]. JOURNAL OF ANIMAL SCIENCE, 2011, 89 (06) : 1669 - 1683
  • [10] Mapping genes for complex traits in domestic animals and their use in breeding programmes
    Goddard, Michael E.
    Hayes, Ben J.
    [J]. NATURE REVIEWS GENETICS, 2009, 10 (06) : 381 - 391