Estimation of co-variance components and genetic parameters of fertility and production traits in crossbred cattle of Kerala

Estimation of co-variance components and genetic parameters of fertility and production traits will help to find out the relative importance of genetic and environmental components of each trait and to develop a genetic evaluation system for overall improvement in performances of crossbred cattle of...

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Published inTheriogenology Vol. 181; pp. 126 - 130
Main Authors Valsalan, Jamuna, Sadan, Tina, Anilkumar, Kulangara, Aravindakshan, T.V.
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 15.03.2022
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Abstract Estimation of co-variance components and genetic parameters of fertility and production traits will help to find out the relative importance of genetic and environmental components of each trait and to develop a genetic evaluation system for overall improvement in performances of crossbred cattle of Kerala. In the present study, major fertility trait considered was daughters pregnancy rate (DPR), measures the percentage of non-pregnant animals that become pregnant during each oestrous cycle. Data pertaining to 1180 crossbred cattle sired by 208 Frieswal bulls, spread over a period of 16 years from 2003 to 2019, maintained at different farms of Kerala Veterinary and Animal Sciences University and field centres of ICAR- Filed Progeny Testing Scheme were analysed in the study. Estimates of covariance components and genetic parameters were obtained using restricted maximum likelihood (REML) approach using average information (AI) algorithm. It was observed that DPR had low heritability (0.092 ± 0.03), compared to 305 days milk yield (MY) (0.170 ± 0.094) and fat percent (FP) (0.173 ± 0.072). Phenotypic (rp), genetic (rg) and residual (re) correlation indicated unfavourable association of fertility with production traits. The estimates of variance and (co)variance components were computed by multivariate animal model. The results indicated that DPR was having lower direct additive (σ2a) 0.046 and environmental variance (σ2c) 0.063 compared to other traits. Highest additive genetic variance (σ2a) 27035.8 was obtained for MY. The study estimates the magnitude of correlations and covariances of fertility and production traits. Since DPR had lower additive genetic variance and negative association with milk production traits in cattle, it would be included as an indirect measure in the evaluation and breeding programs of crossbred cattle of Kerala. •Estimation of co-variance components of major traits are very important for the improvement of overall performances of dairy cattle in a herd.•Daughters pregnancy rate, (DPR) had low heritability (0.092 ± 0.03) compared to 305 days milk yield (0.170 ± 0.094) and fat percent (0.173 ± 0.072).•Daughters pregnancy rate, (DPR) had lower additive genetic (σ2a) 0.046 and environmental variance (σ2c) 0.063, while 305 days milk yield had comparatively higher σ2a (27035) and σ2c (198119).•Fertility traits would be included in the selection criteria of dairy cattle.
AbstractList Estimation of co-variance components and genetic parameters of fertility and production traits will help to find out the relative importance of genetic and environmental components of each trait and to develop a genetic evaluation system for overall improvement in performances of crossbred cattle of Kerala. In the present study, major fertility trait considered was daughters pregnancy rate (DPR), measures the percentage of non-pregnant animals that become pregnant during each oestrous cycle. Data pertaining to 1180 crossbred cattle sired by 208 Frieswal bulls, spread over a period of 16 years from 2003 to 2019, maintained at different farms of Kerala Veterinary and Animal Sciences University and field centres of ICAR- Filed Progeny Testing Scheme were analysed in the study. Estimates of covariance components and genetic parameters were obtained using restricted maximum likelihood (REML) approach using average information (AI) algorithm. It was observed that DPR had low heritability (0.092 ± 0.03), compared to 305 days milk yield (MY) (0.170 ± 0.094) and fat percent (FP) (0.173 ± 0.072). Phenotypic (r ), genetic (r ) and residual (r ) correlation indicated unfavourable association of fertility with production traits. The estimates of variance and (co)variance components were computed by multivariate animal model. The results indicated that DPR was having lower direct additive (σ a) 0.046 and environmental variance (σ c) 0.063 compared to other traits. Highest additive genetic variance (σ a) 27035.8 was obtained for MY. The study estimates the magnitude of correlations and covariances of fertility and production traits. Since DPR had lower additive genetic variance and negative association with milk production traits in cattle, it would be included as an indirect measure in the evaluation and breeding programs of crossbred cattle of Kerala.
Estimation of co-variance components and genetic parameters of fertility and production traits will help to find out the relative importance of genetic and environmental components of each trait and to develop a genetic evaluation system for overall improvement in performances of crossbred cattle of Kerala. In the present study, major fertility trait considered was daughters pregnancy rate (DPR), measures the percentage of non-pregnant animals that become pregnant during each oestrous cycle. Data pertaining to 1180 crossbred cattle sired by 208 Frieswal bulls, spread over a period of 16 years from 2003 to 2019, maintained at different farms of Kerala Veterinary and Animal Sciences University and field centres of ICAR- Filed Progeny Testing Scheme were analysed in the study. Estimates of covariance components and genetic parameters were obtained using restricted maximum likelihood (REML) approach using average information (AI) algorithm. It was observed that DPR had low heritability (0.092 ± 0.03), compared to 305 days milk yield (MY) (0.170 ± 0.094) and fat percent (FP) (0.173 ± 0.072). Phenotypic (rp), genetic (rg) and residual (re) correlation indicated unfavourable association of fertility with production traits. The estimates of variance and (co)variance components were computed by multivariate animal model. The results indicated that DPR was having lower direct additive (σ2a) 0.046 and environmental variance (σ2c) 0.063 compared to other traits. Highest additive genetic variance (σ2a) 27035.8 was obtained for MY. The study estimates the magnitude of correlations and covariances of fertility and production traits. Since DPR had lower additive genetic variance and negative association with milk production traits in cattle, it would be included as an indirect measure in the evaluation and breeding programs of crossbred cattle of Kerala. •Estimation of co-variance components of major traits are very important for the improvement of overall performances of dairy cattle in a herd.•Daughters pregnancy rate, (DPR) had low heritability (0.092 ± 0.03) compared to 305 days milk yield (0.170 ± 0.094) and fat percent (0.173 ± 0.072).•Daughters pregnancy rate, (DPR) had lower additive genetic (σ2a) 0.046 and environmental variance (σ2c) 0.063, while 305 days milk yield had comparatively higher σ2a (27035) and σ2c (198119).•Fertility traits would be included in the selection criteria of dairy cattle.
Author Valsalan, Jamuna
Sadan, Tina
Anilkumar, Kulangara
Aravindakshan, T.V.
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Cites_doi 10.3168/jds.S0022-0302(04)70049-1
10.1186/1297-9686-44-23
10.3168/jds.2008-1768
10.1016/j.animal.2021.100292
10.1111/age.12420
10.3168/jds.2018-15470
10.1017/S0962728600002220
10.3168/jds.S0022-0302(01)74681-4
10.1017/S1357729800055338
10.56093/ijans.v86i2.55803
10.1007/s11250-014-0596-3
10.21897/rmvz.11
10.1017/S0263967X00033711
10.3168/jds.2014-8266
10.3168/jds.2006-704
10.1186/1297-9686-19-3-337
10.2527/af.2013-0038
10.14202/vetworld.2016.1012-1017
10.3168/jds.S0022-0302(04)70048-X
10.1590/S1415-47572008000400011
10.1007/s11250-021-02806-z
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Keywords Crossbred cattle
Heritability
Fertility
Co-variance
Milk production
Language English
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References Pryce, Veerkamp (bib34) 2001; 26
Lawlor, Connor, Tsuruta, Misztal (bib37) 2005
Bowley, Green, Amer, Meier (bib10) 2015; 98
Fleming, Baes, Martin, Chud, Malchiodi, Brito, Miglior (bib12) 2019; 102
Norman, Wright, Hubbard, Miller, Hutchison (bib24) 2009; 92
Kuhn, VanRaden, Hutchison (bib28) 2004; 87
Pantelic, Petrovic, Aleksic, Ostojic, Sretenovic, Novakovic (bib31) 2008; 11
Pantelić, Sretenović, Ostojić-Andrić, Trivunović, Petrović, Aleksić, Ružić-Muslić (bib42) 2011; 10
Eaglen, Coffey, Woolliams, Wall (bib17) 2012; 44
Basic Animal Husbandry, Fishery Statistics (bib2) 2019
Oltenacu, Broom (bib5) 2010; 19
Veerkamp, Koenen, De Jong (bib45) 2001; 84
United States Department of Agriculture (bib9) 2003
Naicy (bib20) 2009; 2
Valsalan, Chakravarty, Patil, Dash, Mahajan, Kumar, Vohra (bib27) 2014; 46
Kadarmideen, Thompson, Simm (bib33) 2000; 71
Suprabha, Anilkumar (bib4) 2006
Girimal, Kumar, Shahi, Ghosh, Kumar (bib23) 2020; 3
Missanjo, Imbayarwo-Chikosi, Halimani (bib16) 2013
Yosef (bib41) 2006
Brito, Bédère, Douhard, Oliveira, Arnal, Peñagaricano, Schinckel, Baes, Miglior (bib7) 2021; 20
Imbayarwo-Chikosi (bib15) 2010
Dev, Dahiya (bib14) 2018; 7
Kumar, Gandhi, Haile (bib22) 2011; 81
Rincón, Zambrano, Echeverri (bib32) 2015; 20
Jorjani (bib44) 2007; 37
Cole, VanRaden (bib39) 2010
Alphonsus, Akpa, Barje, Nwagu, Yashim, Achi (bib43) 2017; 29
United States Department of Agriculture (bib25) 2007
Vinothraj, Subramaniyan, Venkataramanan, Joseph, Sivaselvam (bib13) 2016; 9
Sattar, Mirza, Niazi, Latif (bib19) 2005; 25
Dechow (bib40) 2008
VanRaden, Sanders, Tooker, Miller, Norman, Kuhn, Wiggans (bib8) 2004; 87
Dash, Gupta, Singh, Shivahre, Panmei, Singh (bib26) 2016; 86
Lali, Anilkumar (bib3) 2019; 17
Reshmi, Stephen (bib21) 2010; 87
De Vries (bib38) 2011
Meyer (bib18) 2006
Prakash (bib29) 2018
Worku, Gowane, Kumar, Joshi, Gupta, Verma (bib30) 2021; 53
LeBlanc SJ. Is a high level of milk production compatible with good reproductive performance in dairy cows?. Anim. Front 201;3(4):84-91.
VanRaden, Tooker, Cole, Wiggans, Megonigal (bib36) 2007; 90
Boichard, Bonaiti (bib46) 1987; 19
Toghiani (bib35) 2012; 55
(bib1) 2019
Ortega, Denicol, Cole, Null, Hansen (bib11) 2016; 47
El Faro, Cardoso, Albuquerque (bib47) 2008; 31
Missanjo (10.1016/j.theriogenology.2022.01.004_bib16) 2013
Kuhn (10.1016/j.theriogenology.2022.01.004_bib28) 2004; 87
Dechow (10.1016/j.theriogenology.2022.01.004_bib40)
VanRaden (10.1016/j.theriogenology.2022.01.004_bib36) 2007; 90
Bowley (10.1016/j.theriogenology.2022.01.004_bib10) 2015; 98
Fleming (10.1016/j.theriogenology.2022.01.004_bib12) 2019; 102
Kumar (10.1016/j.theriogenology.2022.01.004_bib22) 2011; 81
Basic Animal Husbandry (10.1016/j.theriogenology.2022.01.004_bib2) 2019
Ortega (10.1016/j.theriogenology.2022.01.004_bib11) 2016; 47
Naicy (10.1016/j.theriogenology.2022.01.004_bib20) 2009; 2
(10.1016/j.theriogenology.2022.01.004_bib1) 2019
Eaglen (10.1016/j.theriogenology.2022.01.004_bib17) 2012; 44
De Vries (10.1016/j.theriogenology.2022.01.004_bib38) 2011
Dev (10.1016/j.theriogenology.2022.01.004_bib14) 2018; 7
Rincón (10.1016/j.theriogenology.2022.01.004_bib32) 2015; 20
Lali (10.1016/j.theriogenology.2022.01.004_bib3) 2019; 17
10.1016/j.theriogenology.2022.01.004_bib6
Girimal (10.1016/j.theriogenology.2022.01.004_bib23) 2020; 3
Boichard (10.1016/j.theriogenology.2022.01.004_bib46) 1987; 19
Imbayarwo-Chikosi (10.1016/j.theriogenology.2022.01.004_bib15) 2010
Toghiani (10.1016/j.theriogenology.2022.01.004_bib35) 2012; 55
Reshmi (10.1016/j.theriogenology.2022.01.004_bib21) 2010; 87
Worku (10.1016/j.theriogenology.2022.01.004_bib30) 2021; 53
Meyer (10.1016/j.theriogenology.2022.01.004_bib18) 2006
Yosef (10.1016/j.theriogenology.2022.01.004_bib41) 2006
United States Department of Agriculture (10.1016/j.theriogenology.2022.01.004_bib25) 2007
Sattar (10.1016/j.theriogenology.2022.01.004_bib19) 2005; 25
Norman (10.1016/j.theriogenology.2022.01.004_bib24) 2009; 92
Kadarmideen (10.1016/j.theriogenology.2022.01.004_bib33) 2000; 71
VanRaden (10.1016/j.theriogenology.2022.01.004_bib8) 2004; 87
Pryce (10.1016/j.theriogenology.2022.01.004_bib34) 2001; 26
El Faro (10.1016/j.theriogenology.2022.01.004_bib47) 2008; 31
Dash (10.1016/j.theriogenology.2022.01.004_bib26) 2016; 86
Brito (10.1016/j.theriogenology.2022.01.004_bib7) 2021; 20
Oltenacu (10.1016/j.theriogenology.2022.01.004_bib5) 2010; 19
Suprabha (10.1016/j.theriogenology.2022.01.004_bib4) 2006
Pantelic (10.1016/j.theriogenology.2022.01.004_bib31) 2008; 11
Prakash (10.1016/j.theriogenology.2022.01.004_bib29) 2018
Veerkamp (10.1016/j.theriogenology.2022.01.004_bib45) 2001; 84
Alphonsus (10.1016/j.theriogenology.2022.01.004_bib43) 2017; 29
Lawlor (10.1016/j.theriogenology.2022.01.004_bib37) 2005
Vinothraj (10.1016/j.theriogenology.2022.01.004_bib13) 2016; 9
Jorjani (10.1016/j.theriogenology.2022.01.004_bib44) 2007; 37
Pantelić (10.1016/j.theriogenology.2022.01.004_bib42) 2011; 10
Valsalan (10.1016/j.theriogenology.2022.01.004_bib27) 2014; 46
Cole (10.1016/j.theriogenology.2022.01.004_bib39) 2010
United States Department of Agriculture (10.1016/j.theriogenology.2022.01.004_bib9) 2003
References_xml – volume: 20
  start-page: 4962
  year: 2015
  end-page: 4973
  ident: bib32
  article-title: Estimation of genetic and phenotypic parameters for production traits in Holstein and Jersey from Colombia
  publication-title: Rev MVZ Córdoba
  contributor:
    fullname: Echeverri
– volume: 19
  start-page: 39
  year: 2010
  end-page: 49
  ident: bib5
  article-title: The impact of genetic selection for increased milk yield on the welfare of dairy cows
  publication-title: Anim Welf
  contributor:
    fullname: Broom
– volume: 9
  start-page: 1012
  year: 2016
  ident: bib13
  article-title: Genetic evaluation of reproduction performance of Jersey× Red Sindhi crossbred cows
  publication-title: Vet World
  contributor:
    fullname: Sivaselvam
– volume: 102
  start-page: 3722
  year: 2019
  end-page: 3734
  ident: bib12
  article-title: Symposium review: the choice and collection of new relevant phenotypes for fertility selection
  publication-title: J Dairy Sci
  contributor:
    fullname: Miglior
– year: 2007
  ident: bib25
  article-title: Dairy 2007, Part I: reference of dairy cattle health and management practices in the United States
  contributor:
    fullname: United States Department of Agriculture
– volume: 11
  start-page: 73
  year: 2008
  end-page: 78
  ident: bib31
  article-title: Genetic correlations of productive and reproductive traits of Simmental cows in Republic of Serbia
  publication-title: Arch Zootec
  contributor:
    fullname: Novakovic
– volume: 92
  start-page: 3517
  year: 2009
  end-page: 3528
  ident: bib24
  article-title: Reproductive status of Holstein and Jersey cows in the United States
  publication-title: J Dairy Sci
  contributor:
    fullname: Hutchison
– volume: 26
  start-page: 237
  year: 2001
  end-page: 249
  ident: bib34
  article-title: The incorporation of fertility indices in genetic improvement programmes
  publication-title: BSAP Occas Publ
  contributor:
    fullname: Veerkamp
– year: 2019
  ident: bib2
  article-title: Department of animal husbandry, dairying and fisheries, ministry of agriculture and farmers welfare
  contributor:
    fullname: Fishery Statistics
– start-page: 470585
  year: 2013
  ident: bib16
  article-title: Estimation of genetic and phenotypic parameters for production traits and somatic cell count for Jersey dairy cattle in Zimbabwe
  publication-title: Int.Sch. Res. Notices
  contributor:
    fullname: Halimani
– volume: 7
  start-page: 208
  year: 2018
  end-page: 214
  ident: bib14
  article-title: Estimates of genetic and phenotypic parameters of production performance traits in crossbreed cattle
  publication-title: The Pharm. Innov. J
  contributor:
    fullname: Dahiya
– volume: 53
  start-page: 1
  year: 2021
  end-page: 9
  ident: bib30
  article-title: Estimation of genetic parameters for production and reproductive traits in Indian Karan-Fries cattle using multi-trait Bayesian approach
  publication-title: Trop Anim Health Prod
  contributor:
    fullname: Verma
– year: 2008
  ident: bib40
  article-title: Improving cow fertility
  contributor:
    fullname: Dechow
– volume: 55
  start-page: 458
  year: 2012
  end-page: 468
  ident: bib35
  article-title: Genetic relationships between production traits and reproductive performance in Holstein dairy cows
  publication-title: Arch AnimBreed
  contributor:
    fullname: Toghiani
– volume: 44
  start-page: 1
  year: 2012
  end-page: 3
  ident: bib17
  article-title: Evaluating alternate models to estimate genetic parameters of calving traits in United Kingdom Holstein-Friesian dairy cattle
  publication-title: Genet Sel Evol
  contributor:
    fullname: Wall
– year: 2019
  ident: bib1
  publication-title: 20th livestock census all India report
– volume: 46
  start-page: 967
  year: 2014
  end-page: 974
  ident: bib27
  article-title: Enhancing milk and fertility performances using selection index developed for Indian Murrah buffaloes
  publication-title: Trop Anim Health Prod
  contributor:
    fullname: Vohra
– volume: 87
  start-page: 2285
  year: 2004
  end-page: 2292
  ident: bib8
  article-title: Development of a national genetic evaluation for cow fertility
  publication-title: J Dairy Sci
  contributor:
    fullname: Wiggans
– year: 2006
  ident: bib18
  article-title: WOMBAT–A program for mixed model analyses by restricted maximum likelihood (User notes.Animal Genetic and Breeding Unit)
  contributor:
    fullname: Meyer
– volume: 47
  start-page: 288
  year: 2016
  end-page: 297
  ident: bib11
  article-title: Use of single nucleotide polymorphisms in candidate genes associated with daughter pregnancy rate for prediction of genetic merit for reproduction in Holstein cows
  publication-title: Anim Genet
  contributor:
    fullname: Hansen
– year: 2010
  ident: bib15
  article-title: Dairy cattle genetics and breeding module
  contributor:
    fullname: Imbayarwo-Chikosi
– volume: 71
  start-page: 411
  year: 2000
  end-page: 419
  ident: bib33
  article-title: Linear and threshold model genetic parameters for disease, fertility and milk production in dairy cattle
  publication-title: Anim Sci
  contributor:
    fullname: Simm
– volume: 2
  start-page: 10
  year: 2009
  ident: bib20
  article-title: Evaluation of ten sire families of crossbred dairy cattle of Kerala based on milk production and milk composition traits
  publication-title: Vet World
  contributor:
    fullname: Naicy
– volume: 87
  start-page: 363
  year: 2010
  end-page: 364
  ident: bib21
  article-title: Evaluation of lactation milk yield in crossbred cattle
  publication-title: Indian Vet J
  contributor:
    fullname: Stephen
– year: 2011
  ident: bib38
  article-title: Linear programming to evaluate the economics of reproductive efficiency and sexed semen considering herd constraints
  contributor:
    fullname: De Vries
– year: 2006
  ident: bib41
  article-title: Genetic and non-genetic analysis of fertility and production traits in holetta and ada'a Berga dairy herds
  contributor:
    fullname: Yosef
– volume: 98
  start-page: 2005
  year: 2015
  end-page: 2012
  ident: bib10
  article-title: Novel approaches to genetic analysis of fertility traits in New Zealand dairy cattle
  publication-title: J Dairy Sci
  contributor:
    fullname: Meier
– volume: 17
  start-page: 1
  year: 2019
  ident: bib3
  article-title: Crossbreeding of cattle population in India
  publication-title: J. Indian Vet. Assoc
  contributor:
    fullname: Anilkumar
– volume: 31
  start-page: 665
  year: 2008
  end-page: 673
  ident: bib47
  article-title: Variance component estimates applying random regression models for test-day milk yield in Caracu heifers (Bos taurus Artiodactyla, Bovidae)
  publication-title: Genet Mol Biol
  contributor:
    fullname: Albuquerque
– volume: 81
  start-page: 605
  year: 2011
  ident: bib22
  article-title: Estimation of variance components of milk yield and genetic evaluation of Sahiwal cattle using mixed linear models
  publication-title: Indian J Anim Sci
  contributor:
    fullname: Haile
– volume: 19
  start-page: 337
  year: 1987
  end-page: 350
  ident: bib46
  article-title: Genetic parameters for first lactation dairy traits in Friesian, Montbéliarde and Normande breeds
  publication-title: Genet Sel Evol
  contributor:
    fullname: Bonaiti
– start-page: 119
  year: 2005
  ident: bib37
  article-title: New applications of conformation trait data for dairy cow improvement
  publication-title: Interbull Bulletin
  contributor:
    fullname: Misztal
– volume: 25
  start-page: 75
  year: 2005
  ident: bib19
  article-title: Productive and reproductive performance of Holstein-Friesian cows in Pakistan
  publication-title: Pakistan Vet J
  contributor:
    fullname: Latif
– volume: 86
  start-page: 177
  year: 2016
  end-page: 179
  ident: bib26
  article-title: Comparative assessment of sire evaluation by univariate and bivariate animal model for estimation of breeding values of first lactation traits in HF cross cattle
  publication-title: Indian J Anim Sci
  contributor:
    fullname: Singh
– volume: 3
  start-page: 1019
  year: 2020
  ident: bib23
  article-title: Studies on some reproduction and first lactation milk yield traits in Sahiwal and crossbred cattle
  publication-title: J. Vet. Med. Anim. Sci.
  contributor:
    fullname: Kumar
– volume: 84
  start-page: 2327
  year: 2001
  end-page: 2335
  ident: bib45
  article-title: Genetic correlations among body condition score, yield, and fertility in first-parity cows estimated by random regression models
  publication-title: J Dairy Sci
  contributor:
    fullname: De Jong
– year: 2010
  ident: bib39
  article-title: Net merit as a measure of lifetime profit: 2010 revision
  contributor:
    fullname: VanRaden
– volume: 37
  start-page: 144
  year: 2007
  ident: bib44
  article-title: International genetic evaluation of female fertility traits in five major breeds
  publication-title: Interbull Bulletin
  contributor:
    fullname: Jorjani
– start-page: 1
  year: 2006
  end-page: 72
  ident: bib4
  article-title: The progress of milk production in Kerala
  publication-title: Proceedings of the 8th world congress on genetics applied to livestock production
  contributor:
    fullname: Anilkumar
– volume: 29
  start-page: 16
  year: 2017
  end-page: 23
  ident: bib43
  article-title: Genetic and phenotypic correlations between fertility and milk composition traits of friesian x bunaji cows
  publication-title: J Anim Prod Res
  contributor:
    fullname: Achi
– volume: 87
  start-page: 2277
  year: 2004
  end-page: 22784
  ident: bib28
  article-title: Use of early lactation days open records for genetic evaluation of cow fertility
  publication-title: J Dairy Sci
  contributor:
    fullname: Hutchison
– volume: 90
  start-page: 2434
  year: 2007
  end-page: 2441
  ident: bib36
  article-title: Genetic evaluations for mixed-breed populations
  publication-title: J Dairy Sci
  contributor:
    fullname: Megonigal
– volume: 10
  start-page: 7117
  year: 2011
  end-page: 7121
  ident: bib42
  article-title: Heritability and genetic correlation of production and reproduction traits of Simmental cows
  publication-title: Afr J Biotechnol
  contributor:
    fullname: Ružić-Muslić
– year: 2018
  ident: bib29
  article-title: Modelling of best fit lactation curve in crossbred cattle of Kerala
  contributor:
    fullname: Prakash
– year: 2003
  ident: bib9
  article-title: Estimated relative conception rate evaluation
  contributor:
    fullname: United States Department of Agriculture
– volume: 20
  start-page: 100292
  year: 2021
  ident: bib7
  article-title: Genetic selection of high-yielding dairy cattle toward sustainable farming systems in a rapidly changing world
  publication-title: Animal
  contributor:
    fullname: Miglior
– volume: 55
  start-page: 458
  issue: 5
  year: 2012
  ident: 10.1016/j.theriogenology.2022.01.004_bib35
  article-title: Genetic relationships between production traits and reproductive performance in Holstein dairy cows
  publication-title: Arch AnimBreed
  contributor:
    fullname: Toghiani
– volume: 3
  start-page: 1019
  issue: 1
  year: 2020
  ident: 10.1016/j.theriogenology.2022.01.004_bib23
  article-title: Studies on some reproduction and first lactation milk yield traits in Sahiwal and crossbred cattle
  publication-title: J. Vet. Med. Anim. Sci.
  contributor:
    fullname: Girimal
– year: 2018
  ident: 10.1016/j.theriogenology.2022.01.004_bib29
  contributor:
    fullname: Prakash
– volume: 87
  start-page: 2285
  issue: 7
  year: 2004
  ident: 10.1016/j.theriogenology.2022.01.004_bib8
  article-title: Development of a national genetic evaluation for cow fertility
  publication-title: J Dairy Sci
  doi: 10.3168/jds.S0022-0302(04)70049-1
  contributor:
    fullname: VanRaden
– year: 2010
  ident: 10.1016/j.theriogenology.2022.01.004_bib15
  contributor:
    fullname: Imbayarwo-Chikosi
– volume: 44
  start-page: 1
  issue: 1
  year: 2012
  ident: 10.1016/j.theriogenology.2022.01.004_bib17
  article-title: Evaluating alternate models to estimate genetic parameters of calving traits in United Kingdom Holstein-Friesian dairy cattle
  publication-title: Genet Sel Evol
  doi: 10.1186/1297-9686-44-23
  contributor:
    fullname: Eaglen
– volume: 37
  start-page: 144
  year: 2007
  ident: 10.1016/j.theriogenology.2022.01.004_bib44
  article-title: International genetic evaluation of female fertility traits in five major breeds
  publication-title: Interbull Bulletin
  contributor:
    fullname: Jorjani
– volume: 92
  start-page: 3517
  issue: 7
  year: 2009
  ident: 10.1016/j.theriogenology.2022.01.004_bib24
  article-title: Reproductive status of Holstein and Jersey cows in the United States
  publication-title: J Dairy Sci
  doi: 10.3168/jds.2008-1768
  contributor:
    fullname: Norman
– volume: 17
  start-page: 1
  year: 2019
  ident: 10.1016/j.theriogenology.2022.01.004_bib3
  article-title: Crossbreeding of cattle population in India
  publication-title: J. Indian Vet. Assoc
  contributor:
    fullname: Lali
– volume: 7
  start-page: 208
  issue: 11
  year: 2018
  ident: 10.1016/j.theriogenology.2022.01.004_bib14
  article-title: Estimates of genetic and phenotypic parameters of production performance traits in crossbreed cattle
  publication-title: The Pharm. Innov. J
  contributor:
    fullname: Dev
– year: 2011
  ident: 10.1016/j.theriogenology.2022.01.004_bib38
  contributor:
    fullname: De Vries
– volume: 20
  start-page: 100292
  year: 2021
  ident: 10.1016/j.theriogenology.2022.01.004_bib7
  article-title: Genetic selection of high-yielding dairy cattle toward sustainable farming systems in a rapidly changing world
  publication-title: Animal
  doi: 10.1016/j.animal.2021.100292
  contributor:
    fullname: Brito
– volume: 47
  start-page: 288
  issue: 3
  year: 2016
  ident: 10.1016/j.theriogenology.2022.01.004_bib11
  article-title: Use of single nucleotide polymorphisms in candidate genes associated with daughter pregnancy rate for prediction of genetic merit for reproduction in Holstein cows
  publication-title: Anim Genet
  doi: 10.1111/age.12420
  contributor:
    fullname: Ortega
– volume: 81
  start-page: 605
  issue: 6
  year: 2011
  ident: 10.1016/j.theriogenology.2022.01.004_bib22
  article-title: Estimation of variance components of milk yield and genetic evaluation of Sahiwal cattle using mixed linear models
  publication-title: Indian J Anim Sci
  contributor:
    fullname: Kumar
– volume: 11
  start-page: 73
  issue: 4
  year: 2008
  ident: 10.1016/j.theriogenology.2022.01.004_bib31
  article-title: Genetic correlations of productive and reproductive traits of Simmental cows in Republic of Serbia
  publication-title: Arch Zootec
  contributor:
    fullname: Pantelic
– year: 2003
  ident: 10.1016/j.theriogenology.2022.01.004_bib9
  contributor:
    fullname: United States Department of Agriculture
– volume: 102
  start-page: 3722
  issue: 4
  year: 2019
  ident: 10.1016/j.theriogenology.2022.01.004_bib12
  article-title: Symposium review: the choice and collection of new relevant phenotypes for fertility selection
  publication-title: J Dairy Sci
  doi: 10.3168/jds.2018-15470
  contributor:
    fullname: Fleming
– ident: 10.1016/j.theriogenology.2022.01.004_bib40
  contributor:
    fullname: Dechow
– volume: 19
  start-page: 39
  issue: 1
  year: 2010
  ident: 10.1016/j.theriogenology.2022.01.004_bib5
  article-title: The impact of genetic selection for increased milk yield on the welfare of dairy cows
  publication-title: Anim Welf
  doi: 10.1017/S0962728600002220
  contributor:
    fullname: Oltenacu
– year: 2006
  ident: 10.1016/j.theriogenology.2022.01.004_bib18
  contributor:
    fullname: Meyer
– volume: 87
  start-page: 363
  issue: 4
  year: 2010
  ident: 10.1016/j.theriogenology.2022.01.004_bib21
  article-title: Evaluation of lactation milk yield in crossbred cattle
  publication-title: Indian Vet J
  contributor:
    fullname: Reshmi
– volume: 2
  start-page: 10
  issue: 1
  year: 2009
  ident: 10.1016/j.theriogenology.2022.01.004_bib20
  article-title: Evaluation of ten sire families of crossbred dairy cattle of Kerala based on milk production and milk composition traits
  publication-title: Vet World
  contributor:
    fullname: Naicy
– year: 2007
  ident: 10.1016/j.theriogenology.2022.01.004_bib25
  contributor:
    fullname: United States Department of Agriculture
– volume: 84
  start-page: 2327
  issue: 10
  year: 2001
  ident: 10.1016/j.theriogenology.2022.01.004_bib45
  article-title: Genetic correlations among body condition score, yield, and fertility in first-parity cows estimated by random regression models
  publication-title: J Dairy Sci
  doi: 10.3168/jds.S0022-0302(01)74681-4
  contributor:
    fullname: Veerkamp
– start-page: 470585
  year: 2013
  ident: 10.1016/j.theriogenology.2022.01.004_bib16
  article-title: Estimation of genetic and phenotypic parameters for production traits and somatic cell count for Jersey dairy cattle in Zimbabwe
  publication-title: Int.Sch. Res. Notices
  contributor:
    fullname: Missanjo
– volume: 71
  start-page: 411
  issue: 3
  year: 2000
  ident: 10.1016/j.theriogenology.2022.01.004_bib33
  article-title: Linear and threshold model genetic parameters for disease, fertility and milk production in dairy cattle
  publication-title: Anim Sci
  doi: 10.1017/S1357729800055338
  contributor:
    fullname: Kadarmideen
– volume: 86
  start-page: 177
  issue: 2
  year: 2016
  ident: 10.1016/j.theriogenology.2022.01.004_bib26
  article-title: Comparative assessment of sire evaluation by univariate and bivariate animal model for estimation of breeding values of first lactation traits in HF cross cattle
  publication-title: Indian J Anim Sci
  doi: 10.56093/ijans.v86i2.55803
  contributor:
    fullname: Dash
– volume: 46
  start-page: 967
  issue: 6
  year: 2014
  ident: 10.1016/j.theriogenology.2022.01.004_bib27
  article-title: Enhancing milk and fertility performances using selection index developed for Indian Murrah buffaloes
  publication-title: Trop Anim Health Prod
  doi: 10.1007/s11250-014-0596-3
  contributor:
    fullname: Valsalan
– volume: 29
  start-page: 16
  issue: 1
  year: 2017
  ident: 10.1016/j.theriogenology.2022.01.004_bib43
  article-title: Genetic and phenotypic correlations between fertility and milk composition traits of friesian x bunaji cows
  publication-title: J Anim Prod Res
  contributor:
    fullname: Alphonsus
– year: 2019
  ident: 10.1016/j.theriogenology.2022.01.004_bib2
  contributor:
    fullname: Basic Animal Husbandry
– volume: 20
  start-page: 4962
  year: 2015
  ident: 10.1016/j.theriogenology.2022.01.004_bib32
  article-title: Estimation of genetic and phenotypic parameters for production traits in Holstein and Jersey from Colombia
  publication-title: Rev MVZ Córdoba
  doi: 10.21897/rmvz.11
  contributor:
    fullname: Rincón
– volume: 26
  start-page: 237
  issue: 1
  year: 2001
  ident: 10.1016/j.theriogenology.2022.01.004_bib34
  article-title: The incorporation of fertility indices in genetic improvement programmes
  publication-title: BSAP Occas Publ
  doi: 10.1017/S0263967X00033711
  contributor:
    fullname: Pryce
– volume: 98
  start-page: 2005
  issue: 3
  year: 2015
  ident: 10.1016/j.theriogenology.2022.01.004_bib10
  article-title: Novel approaches to genetic analysis of fertility traits in New Zealand dairy cattle
  publication-title: J Dairy Sci
  doi: 10.3168/jds.2014-8266
  contributor:
    fullname: Bowley
– volume: 25
  start-page: 75
  issue: 2
  year: 2005
  ident: 10.1016/j.theriogenology.2022.01.004_bib19
  article-title: Productive and reproductive performance of Holstein-Friesian cows in Pakistan
  publication-title: Pakistan Vet J
  contributor:
    fullname: Sattar
– start-page: 1
  year: 2006
  ident: 10.1016/j.theriogenology.2022.01.004_bib4
  article-title: The progress of milk production in Kerala
  contributor:
    fullname: Suprabha
– year: 2010
  ident: 10.1016/j.theriogenology.2022.01.004_bib39
  contributor:
    fullname: Cole
– volume: 90
  start-page: 2434
  issue: 5
  year: 2007
  ident: 10.1016/j.theriogenology.2022.01.004_bib36
  article-title: Genetic evaluations for mixed-breed populations
  publication-title: J Dairy Sci
  doi: 10.3168/jds.2006-704
  contributor:
    fullname: VanRaden
– start-page: 119
  issue: 33
  year: 2005
  ident: 10.1016/j.theriogenology.2022.01.004_bib37
  article-title: New applications of conformation trait data for dairy cow improvement
  publication-title: Interbull Bulletin
  contributor:
    fullname: Lawlor
– volume: 19
  start-page: 337
  issue: 3
  year: 1987
  ident: 10.1016/j.theriogenology.2022.01.004_bib46
  article-title: Genetic parameters for first lactation dairy traits in Friesian, Montbéliarde and Normande breeds
  publication-title: Genet Sel Evol
  doi: 10.1186/1297-9686-19-3-337
  contributor:
    fullname: Boichard
– ident: 10.1016/j.theriogenology.2022.01.004_bib6
  doi: 10.2527/af.2013-0038
– volume: 9
  start-page: 1012
  issue: 9
  year: 2016
  ident: 10.1016/j.theriogenology.2022.01.004_bib13
  article-title: Genetic evaluation of reproduction performance of Jersey× Red Sindhi crossbred cows
  publication-title: Vet World
  doi: 10.14202/vetworld.2016.1012-1017
  contributor:
    fullname: Vinothraj
– year: 2019
  ident: 10.1016/j.theriogenology.2022.01.004_bib1
– volume: 87
  start-page: 2277
  issue: 7
  year: 2004
  ident: 10.1016/j.theriogenology.2022.01.004_bib28
  article-title: Use of early lactation days open records for genetic evaluation of cow fertility
  publication-title: J Dairy Sci
  doi: 10.3168/jds.S0022-0302(04)70048-X
  contributor:
    fullname: Kuhn
– volume: 31
  start-page: 665
  year: 2008
  ident: 10.1016/j.theriogenology.2022.01.004_bib47
  article-title: Variance component estimates applying random regression models for test-day milk yield in Caracu heifers (Bos taurus Artiodactyla, Bovidae)
  publication-title: Genet Mol Biol
  doi: 10.1590/S1415-47572008000400011
  contributor:
    fullname: El Faro
– year: 2006
  ident: 10.1016/j.theriogenology.2022.01.004_bib41
  contributor:
    fullname: Yosef
– volume: 10
  start-page: 7117
  issue: 36
  year: 2011
  ident: 10.1016/j.theriogenology.2022.01.004_bib42
  article-title: Heritability and genetic correlation of production and reproduction traits of Simmental cows
  publication-title: Afr J Biotechnol
  contributor:
    fullname: Pantelić
– volume: 53
  start-page: 1
  issue: 3
  year: 2021
  ident: 10.1016/j.theriogenology.2022.01.004_bib30
  article-title: Estimation of genetic parameters for production and reproductive traits in Indian Karan-Fries cattle using multi-trait Bayesian approach
  publication-title: Trop Anim Health Prod
  doi: 10.1007/s11250-021-02806-z
  contributor:
    fullname: Worku
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Snippet Estimation of co-variance components and genetic parameters of fertility and production traits will help to find out the relative importance of genetic and...
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StartPage 126
SubjectTerms Animals
Cattle - genetics
Co-variance
Crossbred cattle
Female
Fertility
Fertility - genetics
Heritability
Lactation - genetics
Male
Milk
Milk production
Phenotype
Pregnancy
Pregnancy Rate
Title Estimation of co-variance components and genetic parameters of fertility and production traits in crossbred cattle of Kerala
URI https://dx.doi.org/10.1016/j.theriogenology.2022.01.004
https://www.ncbi.nlm.nih.gov/pubmed/35091173
https://search.proquest.com/docview/2623893946
Volume 181
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