Cargando…

Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein

SIMPLE SUMMARY: Quantitative characteristics of animals such as traits of productivity, reproduction, physical development, longevity, etc. are influenced by many genes, of which each individual gene has a small effect on the overall expression. There are small differences between these genes, and t...

Descripción completa

Detalles Bibliográficos
Autores principales: Djedović, Radica, Vukasinovic, Natascha, Stanojević, Dragan, Bogdanović, Vladan, Ismael, Hasan, Janković, Dobrila, Gligović, Nikolija, Brka, Muhamed, Štrbac, Ljuba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9913354/
https://www.ncbi.nlm.nih.gov/pubmed/36766421
http://dx.doi.org/10.3390/ani13030534
_version_ 1784885407096242176
author Djedović, Radica
Vukasinovic, Natascha
Stanojević, Dragan
Bogdanović, Vladan
Ismael, Hasan
Janković, Dobrila
Gligović, Nikolija
Brka, Muhamed
Štrbac, Ljuba
author_facet Djedović, Radica
Vukasinovic, Natascha
Stanojević, Dragan
Bogdanović, Vladan
Ismael, Hasan
Janković, Dobrila
Gligović, Nikolija
Brka, Muhamed
Štrbac, Ljuba
author_sort Djedović, Radica
collection PubMed
description SIMPLE SUMMARY: Quantitative characteristics of animals such as traits of productivity, reproduction, physical development, longevity, etc. are influenced by many genes, of which each individual gene has a small effect on the overall expression. There are small differences between these genes, and the number of gene combinations in the group is large, which affects the continuous variability of quantitative traits. These traits are also significantly influenced by non-genetic factors that modify their final expression. The evaluation of genetic parameters (heritability and genetic correlations) of quantitative traits is of crucial interest for breeders, and therefore, these parameters are the main imperative in selection. The genetic progress of quantitative traits is achieved by increasing the accuracy of the assessment of genetic variance and selection accuracy, which depends, among other things, on the estimated genetic correlations between the selected traits. The goal of this research was to evaluate genetic variances and covariances of milk yield, longevity, and type traits of the Holstein breed in Serbia in order to assess their role in practical breeding as well as the importance of genetic parameters in setting and revising already existing breeding goals and selection programs. ABSTRACT: In this study, the authors focused on the evaluation of the genetic parameters of longevity, milk yield traits, and type traits in dairy cattle populations in the Republic of Serbia. The total dataset used consisted of production records and pedigree data for 32,512 Holstein cows that calved from 1981 to 2015. The animal model was applied to determine the variance and covariance components and genetic parameters of the analyzed traits by applying the restricted maximum likelihood (REML) approach and using the programs VCE6 and PEST. The heritability of longevity traits was estimated using the Survival Kit V6.0 software package. Variance and covariance were estimated for five production traits: milk yield (MY), fat yield (FY), protein yield (PY), milk fat content (MC), and protein content (PC), and three longevity traits: length of productive life (LPL), lifetime milk yield (LMY), and the number of lactations achieved (NL) as well as for 18 standard type traits. Heritabilities for the milk, fat, and protein yield traits were 0.20 (MY), 0.15 (FY), and 0.19 (PY), respectively. The estimated coefficients of heritability for the longevity traits were higher when using the Weibull proportional hazards model compared to the traditional linear methods and ranged from 0.08 for NL to 0.10 for LPL. Heritability values for the type traits varied from a low of 0.10 (RLSsv—rear legs set–side view) to medium values of 0.32 (ST-stature). Genetic correlations were found between MY and the following longevity traits: LPL, LMY, and NL with values of −0.18, −0.11, and −0.09, respectively. Genetic correlations were found between MY and a number of linear type traits and varied from 0.02 (between MY and RUH-rear udder height) to 0.28 (between MY and FUA-fore udder attachment). Genetic correlations between the 18 investigated type traits ranged from −0.33 between TL (top line) and RTP (rear teats position) to 0.71 between AN (angularity) and RUH (rear udder height). Genetic correlations between most linear type traits and longevity traits (LPL, LMY, and NL) were generally negative and very low. The highest positive genetic correlation was found between UD and LPL (r(xy) = 0.38).
format Online
Article
Text
id pubmed-9913354
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99133542023-02-11 Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein Djedović, Radica Vukasinovic, Natascha Stanojević, Dragan Bogdanović, Vladan Ismael, Hasan Janković, Dobrila Gligović, Nikolija Brka, Muhamed Štrbac, Ljuba Animals (Basel) Article SIMPLE SUMMARY: Quantitative characteristics of animals such as traits of productivity, reproduction, physical development, longevity, etc. are influenced by many genes, of which each individual gene has a small effect on the overall expression. There are small differences between these genes, and the number of gene combinations in the group is large, which affects the continuous variability of quantitative traits. These traits are also significantly influenced by non-genetic factors that modify their final expression. The evaluation of genetic parameters (heritability and genetic correlations) of quantitative traits is of crucial interest for breeders, and therefore, these parameters are the main imperative in selection. The genetic progress of quantitative traits is achieved by increasing the accuracy of the assessment of genetic variance and selection accuracy, which depends, among other things, on the estimated genetic correlations between the selected traits. The goal of this research was to evaluate genetic variances and covariances of milk yield, longevity, and type traits of the Holstein breed in Serbia in order to assess their role in practical breeding as well as the importance of genetic parameters in setting and revising already existing breeding goals and selection programs. ABSTRACT: In this study, the authors focused on the evaluation of the genetic parameters of longevity, milk yield traits, and type traits in dairy cattle populations in the Republic of Serbia. The total dataset used consisted of production records and pedigree data for 32,512 Holstein cows that calved from 1981 to 2015. The animal model was applied to determine the variance and covariance components and genetic parameters of the analyzed traits by applying the restricted maximum likelihood (REML) approach and using the programs VCE6 and PEST. The heritability of longevity traits was estimated using the Survival Kit V6.0 software package. Variance and covariance were estimated for five production traits: milk yield (MY), fat yield (FY), protein yield (PY), milk fat content (MC), and protein content (PC), and three longevity traits: length of productive life (LPL), lifetime milk yield (LMY), and the number of lactations achieved (NL) as well as for 18 standard type traits. Heritabilities for the milk, fat, and protein yield traits were 0.20 (MY), 0.15 (FY), and 0.19 (PY), respectively. The estimated coefficients of heritability for the longevity traits were higher when using the Weibull proportional hazards model compared to the traditional linear methods and ranged from 0.08 for NL to 0.10 for LPL. Heritability values for the type traits varied from a low of 0.10 (RLSsv—rear legs set–side view) to medium values of 0.32 (ST-stature). Genetic correlations were found between MY and the following longevity traits: LPL, LMY, and NL with values of −0.18, −0.11, and −0.09, respectively. Genetic correlations were found between MY and a number of linear type traits and varied from 0.02 (between MY and RUH-rear udder height) to 0.28 (between MY and FUA-fore udder attachment). Genetic correlations between the 18 investigated type traits ranged from −0.33 between TL (top line) and RTP (rear teats position) to 0.71 between AN (angularity) and RUH (rear udder height). Genetic correlations between most linear type traits and longevity traits (LPL, LMY, and NL) were generally negative and very low. The highest positive genetic correlation was found between UD and LPL (r(xy) = 0.38). MDPI 2023-02-02 /pmc/articles/PMC9913354/ /pubmed/36766421 http://dx.doi.org/10.3390/ani13030534 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Djedović, Radica
Vukasinovic, Natascha
Stanojević, Dragan
Bogdanović, Vladan
Ismael, Hasan
Janković, Dobrila
Gligović, Nikolija
Brka, Muhamed
Štrbac, Ljuba
Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein
title Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein
title_full Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein
title_fullStr Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein
title_full_unstemmed Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein
title_short Genetic Parameters for Functional Longevity, Type Traits, and Production in the Serbian Holstein
title_sort genetic parameters for functional longevity, type traits, and production in the serbian holstein
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9913354/
https://www.ncbi.nlm.nih.gov/pubmed/36766421
http://dx.doi.org/10.3390/ani13030534
work_keys_str_mv AT djedovicradica geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT vukasinovicnatascha geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT stanojevicdragan geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT bogdanovicvladan geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT ismaelhasan geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT jankovicdobrila geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT gligovicnikolija geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT brkamuhamed geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein
AT strbacljuba geneticparametersforfunctionallongevitytypetraitsandproductionintheserbianholstein