• 제목/요약/키워드: Milk Traits

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국내 Holstein종 젖소의 경제형질과 착유량에 따른 소득의 유전모수 추정 (Estimation of Genetic Parameters for Economic Traits and Profit by Milk Production of Holstein Dairy Cattle in Korea)

  • 노재광;최연호;조광현;최태정;나승환;조주현;김진형;신지섭;도창희
    • Journal of Animal Science and Technology
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    • 제54권4호
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    • pp.275-282
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    • 2012
  • 본 연구에서 1982년부터 2010년까지 수집된 농협젖소개량사업소의 628,395두의 산유능력검정자료를 이용 경제성 분석을 실시한 후, 전산차 산유기록과 선형심사자료를 갖고 있는 1998~2004년 출생 62,262두를 선발하여 그 개체들의 유대로 인한 순이익과 경제형질간의 유전모수를 추정하였다. 순이익의 계산은 국내유대체계와 통계청 및 농협의 통계지표를 활용하여 개체의 유대 및 생산원가를 계산하였다. 심사형질은 한국종축개량협회의 15개 심사형질과 종합점수, 산유형질은 실착유량과 평균유지율, 유단백율에 대하여 조사하였다. 선형심사형질들 사이에서 가장 높은 정(+)의 유전상관은 체심(BD) 형질과 강건성(SR) 형질 사이에서의 0.81로 나타났으며, 가장 높은 부(-)의 유전상관은 체심(BD) 형질과 유방깊이(UD), 뒤에서 본 앞유두 배열위치(TP) 형질과 앞유두크기(TL)의 -0.23으로 나타났다. 유량과 유지율, 유단백율 사이의 유전상관은 모두 중도의 부(-)의 유전상관을 나타내었고, 선형심사형질과의 유전상관도 모두 저도의 정(+)의 유전상관을 나타내었다. 선형심사형질과 착유량에 따른 순수익간의 유전상관은 대부분의 형질에서 저도의 정(+)의 유전상관을 나타내었다. 착유량에 따른 순수익과 유량과 유지율, 유단백율 사이에서는 모두 정(+)의 유전상관을 나타내었다. 이 연구에서 결과들은 개체의 순수익은 산차와 비례하여 증대되는 것을 보여주었고, 선형심사형질 중 순수익에 가장 큰 영향을 미치는 선형심사형질은 체심과 예각성, 뒷유방너비 형질로 나타났고, 순수익에 가장 큰 유전적 영향을 미치는 것은 유지율이었고, 산유량이 뒤를 이었다. 유량과 유지율에 비해 유단백율과 순수익 간에는 높지 않은 유전상관이 나타났는데, 유대체계에 유단백율을 반영하지 않기 때문인 것으로 판단된다.

Efficacy of Auxiliary Traits in Estimation of Breeding Value of Sires for Milk Production

  • Sahana, G.;Gurnani, M.
    • Asian-Australasian Journal of Animal Sciences
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    • 제12권4호
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    • pp.511-514
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    • 1999
  • Data pertaining to 1111 first lactation performance record of Karan Fries (Holstein-Friesian $\times$ Zebu) cows spread over a period of 21 years and sired by 72 bulls were used to examine the efficiency of sire indices for lactation milk production using auxiliary traits. First lactation length, first service period, first calving interval, first dry period and age at first calving were considered as auxiliary traits. The efficiency of this method was compared with simple daughter average index (D), contemporary comparison method (CC), least-square method (LSQ), simplified regressed least-squares method (SRLS) and best linear unbiased prediction (BLUP) for lactation milk production. The relative efficiency of sire evaluation methods using one auxiliary trait was lower (24.2-32.8%) in comparison to CC method, the most efficient method observed in this study. Use of two auxiliary traits at a time did not further improve the efficiency. The auxiliary sire indices discriminate better among bulls as the range of breeding values were higher in these methods in comparison to conventional sire evaluation methods. The rank correlation between breeding values estimated using auxiliary traits were high (0.77-0.78) with CC method. The rank correlation among auxiliary sire indices ranged from 0.98 to 0.99, indicating similar ranking of sire for breeding values of milk production in all the auxiliary sire indices.

Genetic Polymorphism of Milk Protein and Their Relationships with Milking Traits in Chinese Yak

  • Mao, Y.J.;Zhong, G.H.;Zheng, Y.C.;Pen, X.W.;Yang, Z.P.;Wang, Y.;Jiang, M.F.
    • Asian-Australasian Journal of Animal Sciences
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    • 제17권11호
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    • pp.1479-1483
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    • 2004
  • Milk protein polymorphisms were genotyped by polyacrylamide gel electrophoresis (PAGE) from 109 Maiwa and 100 Jiulong yaks. The relationships between milk protein polymorphisms and 3 milking traits were studied. The results showed that $\beta$-CN, $\kappa$-CN and $\alpha$-La were monomorphic, and ${\alpha}_{s1}$-CN and $\beta$-Lg were polymorphic, with ${\alpha}_{s1}$-CN D and $\beta$-Lg E as dominant genes, respectively. The frequencies of ${\alpha}_{s1}$-CN D were 0.8073 and 0.6000 in two populations and $\beta$-Lg E were 0.9770 and 0.9700. The mean heterozygosities were 0.1021 and 0.1867 in the two populations. No significant effects on milking traits and milk protein compositions were observed except for ${\alpha}_{s1}$-CN locus on fat percentage in Jiulong yak.

Evaluation of genotype by environment interactions on milk production traits of Holstein cows in southern Brazil

  • Moreira, Raphael Patrick;Pinto, Luis Fernando Batista;Valloto, Altair Antonio;Pedrosa, Victor Breno
    • Asian-Australasian Journal of Animal Sciences
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    • 제32권4호
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    • pp.459-466
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    • 2019
  • Objective: This study assessed the possible existence of genotype by environment interactions for milk, fat and protein yields in Holstein cattle raised in one of the most important milk production basins in Brazil. Methods: Changes in the genetic parameters and breeding values were evaluated for 57,967 animals from three distinct regions of southern Brazil, divided according to differences in climate. The genotype by environment interaction was determined by genetic correlations between regions, estimated by the restricted maximum likelihood, considering the animal model. Bull rankings were investigated to verify the ratio of coincident selected animals between regions for each trait. Results: The estimates of heritability coefficients were similar between two regions, but were lower in the third evaluated area, for all traits. Genetic correlations between regions were high, ranging from 0.91 to 0.99 for milk, fat and protein yields, representing the absence of a genotype by environment interaction for productive traits. The percentage of selection error between regions for the top 10% of animals ranged from 0.88% to 2.07% for milk yield, 0.99% to 2.46% for fat yield and 0.59% to 3.15% for protein yield. Conclusion: A slight change in genotype between areas was expected since no significant genotype by environment interactions were identified, facilitating the process of selecting Holstein cattle in southern Brazil.

Robustness of Selection Indices in Murrah Buffaloes

  • Gandhi, R.S.;Joshi, B.K.
    • Asian-Australasian Journal of Animal Sciences
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    • 제17권2호
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    • pp.159-163
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    • 2004
  • Data pertaining to first lactation records of 316 Murrah buffaloes, progeny of 47 sires, maintained at NDRI Farm for a period of 18 years were analysed to construct selection indices and to examine their robustness by changing the relative economic values of different economic traits. A total of 120 selection indices were constructed for three sets of relative economic values ( 40 for each set) considering different combinations of seven first lactation traits viz. age at first calving (AFC), first lactation 305 day or less milk yield (FLMY), first lactation length (FLL), first calving interval (FCI), milk yield per day of first lactation length (MY/FLL), milk yield per day of first calving interval (MY/FCI) and milk yield per day age at second calving (MY/ASC). The three sets of relative economic values were based on economic values of different traits, 1% standard deviation of different traits and regression of different traits on FLMY. The 'optimum' indices for the first two sets had five traits each namely AFC, FLMY, FLL, FCI and MY/ASC giving improvement in aggregate genotype of Rupees 269.11 and Rs. 174.88, respectively. The accuracy of selection from both indices was 70.79 and 69.39%, respectively. The 'best' selection index from the third set of data again had five traits (AFC, FLMY, FLL, FCI and MY/FLL) giving genetic gain of Rs. 124.16 and accuracy of selection of 71.81%. The critcal levels or break-even points for FLMY for varying levels of AFC and FCI estimated from the "optimum index" suggested the need of enhancement of present production level of the herd or reduction of AFC or FCI. It was concluded that economic values of various first lactation traits were the most appropriate to construct selection indices as compared to other criteria of assigning relative economic weights in Murrah buffaloes.

Association between age at first calving, first lactation traits and lifetime productivity in Murrah buffaloes

  • Tamboli, P.;Bharadwaj, A.;Chaurasiya, A.;Bangar, Y. C.;Jerome, A.
    • Animal Bioscience
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    • 제35권8호
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    • pp.1151-1161
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    • 2022
  • Objective: This study was conducted to estimate the association of age at first calving (AFC) with first lactation traits as well as lifetime performance traits in Murrah buffaloes. Methods: Data on first lactation and life time performance of Murrah buffaloes (n = 679), maintained at Indian Council of Agricultural Research-Central Institute for Research on Buffaloes, Hisar, India during the period 1983 through 2017, were deduced to calculate heritability estimates, genetic and phenotypic correlation of different first lactation and lifetime traits. The univariate animal model was fitted to estimate variance components and heritability separately for each trait, while bivariate animal models were set to estimate genetic and phenotypic correlations between traits under study. Results: The heritability was high for first peak milk yield (FPY, 0.64±0.08), moderate for AFC (0.48±0.07) and breeding efficiency (BE 0.39±0.09). High genetic correlations of first lactation total milk yield (FLTMY) with first lactation standard milk yield (FLSMY, 305 days or less), FPY, and first lactation length (FLL) was seen. Likewise, genetic correlation of AFC was positive with FLTMY, FLL, first dry period (FDP), first service period (FSP), first calving interval (FCI), herd life (HL) and productive days (PD). Significant phenotypic correlation of FLTMY was observed with HL, productive life (PL), PD, total lifetime milk yield (LTMY), standard lifetime milk yield (standard LTMY). Moreover, positive genetic and phenotypic correlation of FPY was observed with HL, PL, PD, total LTMY and standard LTMY. Conclusion: This study reports that AFC had positive genetic correlation with FDP, FSP, FCI, and unproductive days while, negative association of AFC was observed with FLSMY, PL, total LTMY, standard LTMY, and BE. This suggests that reduction of AFC would results in improvement of lifetime performance traits.

Association between PCR-RFLP Polymorphisms of Five Gene Loci and Milk Traits in Chinese Holstein

  • Zhang, R.F.;Chen, H.;Lei, C.Z.;Fang, X.T.;Zhang, Y.D.;Hu, S.R.;Su, L.H.
    • Asian-Australasian Journal of Animal Sciences
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    • 제20권2호
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    • pp.166-171
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    • 2007
  • The objective of this study was to assess the association of polymorphisms in ${\kappa}$-cn, ${\beta}$-lg, ${\beta}$-lg 5′ flanking region, CSN1S2, and IGFBP-3 genes with milk production traits and mastitis-related traits in Chinese Holstein. Traits analyzed were 305 day standard milk yield, protein percentage, fat percentage, the ratio of fat percentage and protein percentage, pre-somatic cell count, somatic cell count, and somatic cell score, respectively. CSN1S2 locus was uninformative because only one genotype BB was found in Chinese Holstein. Allele frequencies of A and B in IGFBP-3 gene were 0.5738 and 0.4262 in Chinese Holstein population, which was different from reported Qinchuan cattle population. The genotypes of animals at IGFBP-3 locus significantly affected 305 day standard milk yield, protein percentage, and somatic cell score. The ${\beta}$-lg genotypes had a significant effect on protein percentage and the ratio of fat percentage and protein percentage. Polymorphism in ${\beta}$-lg 5′ flanking region was associated with 305 day standard milk yield, protein percentage, fat percentage, pre-somatic cell count, and somatic cell count. No significant associations of the polymorphism in ${\kappa}$-cn gene were observed for any trait.

QTL Identification Using Combined Linkage and Linkage Disequilibrium Mapping for Milk Production Traits on BTA6 in Chinese Holstein Population

  • Hu, F.;Liu, J.F.;Zeng, Z.B.;Ding, X.D.;Yin, C.C.;Gong, Y.Z.;Zhang, Q.
    • Asian-Australasian Journal of Animal Sciences
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    • 제23권10호
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    • pp.1261-1267
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    • 2010
  • Milk production traits are important economic traits for dairy cattle. The aim of the present study was to refine the position of previously detected quantitative trait loci (QTL) on bovine chromosome 6 affecting milk production traits in Chinese Holstein dairy cattle. A daughter design with 918 daughters from 8 elite sire families and 14 markers spanning the previously identified QTL region were used in the analysis. We employed a combined linkage and linkage disequilibrium analysis (LDLA) approach with two options for calculating the IBD probabilities, one was based on haplotypes of all 14 markers (named Method 1) and the other based on haplotypes with sliding windows of 5 markers (named Method 2). For milk fat yield, the two methods revealed a highly significant QTL located within a 6.5 cM interval (Method 1) and a 4.0 cM interval (Method 2), respectively. For milk protein yield, a highly significant QTL was detected within a 3.0 cM interval (Method 1) or a 2.5 cM interval (Method 2). These results confirmed the findings of our previous study and other studies, and greatly narrowed down the QTL positions.

Genetic Studies on Production Efficiency Traits in Hariana Cattle

  • Dhaka, S.S.;Chaudhary, S.R.;Pander, B.L.;Yadav, A.S.;Singh, S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제15권4호
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    • pp.466-469
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    • 2002
  • The data on 512 Hariana cows, progeny of 20 sires calved during period from 1974 to 1993 maintained at Government Livestock Farm, Hisar were considered for the estimation of genetic parameters. The means for first lactation milk yield (FLY), wet average (WA), first lactation peak yield (FPY), first lactation milk yield per day of first calving interval (MCI) and first lactation milk yield per day of age at second calving (MSC) were 1,141.58 kg, 4.19 kg/day, 6.24 kg/day, 2.38 kg/day and 0.601 kg/day, respectively. The effect of period of calving was significant (p<0.05) on WA, FPY and MCI while the effect of season of calving was significant only on WA. Monsoon calvers excelled in performance for all the production efficiency traits. The effect of age at first calving (linear) was significant on all the traits except on MCI. Estimates of heritabilty for all the traits were moderate and ranged from 0.255 to 0.333 except for WA (0.161). All the genetic and phenotypic correlations among different production efficiency traits were high and positive. It may be inferred that selection on the basis of peak yield will be more effective as the trait is expressed early in life and had reasonably moderate estimate of heritability.

Association of ${\beta}$-Lactoglobulin Variants with Milk Yield and Composition in Dairy Cattle

  • Chung Eui-Ryong;Chung Ku-Young
    • 한국축산식품학회지
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    • 제26권1호
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    • pp.121-126
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    • 2006
  • Major milk proteins have considerable variane which comes from substitution and deletions in their amino arid sequences. Variants in genes that code for milk proteins, such as ${\beta}$-lactoglobulin (${\beta}-LG$) have been established as genetic markers for milk production and milk protein composition in dairy cattle. The effect of ${\beta}-LG$ variant on milk production traits, such as milk yield. fat yield, protein yield, fat percentage and protein percentage, was estimated for 482 Holstein cows in the first lactation. The ${\beta}-LG$ variants were determined by PCR-RFLP technique at the DNA level. Single trait linear model was used for the statistical analysis of the data. Results of this study indicated that ${\beta}-LG$ variants affected significantly protein yield (p<0.05) and fat percentage (p<0.05). Animals with the AA variant produced 31kg of milk protein more than animals with the BB variant. On the contrary, cows with the BB variant had fat percentage higher by 0.35 and 0.32% compared with cows with the AA and AB variants, respectively. No associations between the ${\beta}-LG$ variants and milk yield, protein percentage and fat yield were found Therefore, milk production traits could be improved through ${\beta}-LG$ typing by increasing the frequency of A variant for protein yield or the frequency of B variant for fat content in Holstein dairy cattle population.