Genomic study of the resilience of buffalo cows to a negative energy balance

Bibliographic Details
Main Author: de Araujo Neto, Francisco Ribeiro
Publication Date: 2022
Other Authors: dos Santos, Jessica Cristina Gonçalves [UNESP], da Silva Arce, Cherlynn Daniela [UNESP], Borquis, Rusbel Raul Ascpilcueta, dos Santos, Daniel Jordan Abreu, Guimarães, Katia Cylene, do Nascimento, André Vieira [UNESP], de Oliveira, Henrique Nunes [UNESP], Tonhati, Humberto [UNESP]
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.1007/s13353-021-00680-x
http://hdl.handle.net/11449/230273
Summary: The research article was carried out with the objective of studying the genetic variation on the resilience of buffaloes to negative energy balance—NEB (measured by changes in body weight in early lactation)—as well as investigating genomic regions of interest for this trait. A model of reaction norms was used, considering milk production as the trait to be analyzed and solutions of the contemporary groups to weight changes as environmental gradient. In this methodology, the genetic value of the slope represents the measure of resilience of the animals. After the estimation step, a genome-wide association analysis was performed for the slope of the reaction norms model, to obtain a list of windows and associated genes. The heritability estimates for milk production over the resilience gradient ranged from 0.13 to 0.28, with lower values in the intermediate environmental groups. Regarding the productive resilience of dairy buffalo cows to NEB, the genomic windows with the highest contribution to the genetic variance were detected on chromosomes BBU 1, 2, 3, 4, 9, 12, 19, and 21. A functional analysis of the genes described in the selected windows indicated association with metabolic routes related to growth and immunity of the animals, with an emphasis on the STAT6 gene. The results presented indicate that there is for this trait genetic variation to be used as selection criteria, in addition to genomic regions that can increase the precision of the selection.
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spelling Genomic study of the resilience of buffalo cows to a negative energy balanceBubalus bubalisGWASProduction efficiencyssGBLUPThe research article was carried out with the objective of studying the genetic variation on the resilience of buffaloes to negative energy balance—NEB (measured by changes in body weight in early lactation)—as well as investigating genomic regions of interest for this trait. A model of reaction norms was used, considering milk production as the trait to be analyzed and solutions of the contemporary groups to weight changes as environmental gradient. In this methodology, the genetic value of the slope represents the measure of resilience of the animals. After the estimation step, a genome-wide association analysis was performed for the slope of the reaction norms model, to obtain a list of windows and associated genes. The heritability estimates for milk production over the resilience gradient ranged from 0.13 to 0.28, with lower values in the intermediate environmental groups. Regarding the productive resilience of dairy buffalo cows to NEB, the genomic windows with the highest contribution to the genetic variance were detected on chromosomes BBU 1, 2, 3, 4, 9, 12, 19, and 21. A functional analysis of the genes described in the selected windows indicated association with metabolic routes related to growth and immunity of the animals, with an emphasis on the STAT6 gene. The results presented indicate that there is for this trait genetic variation to be used as selection criteria, in addition to genomic regions that can increase the precision of the selection.Instituto Federal de Educação Ciência e Tecnologia Goiano - IFGoiano, GoiasDepartament of Animal Science Universidade Estadual Paulista “Julio de Mesquita” – UNESP, JaboticabalUniversidade Tecnologica Federal do Paraná – UTFPR, ParanáAnimal Genetics and Breeding Unit University of New EnglandDepartament of Animal Science Universidade Estadual Paulista “Julio de Mesquita” – UNESP, JaboticabalCiência e Tecnologia Goiano - IFGoianoUniversidade Estadual Paulista (UNESP)Universidade Tecnologica Federal do Paraná – UTFPRUniversity of New Englandde Araujo Neto, Francisco Ribeirodos Santos, Jessica Cristina Gonçalves [UNESP]da Silva Arce, Cherlynn Daniela [UNESP]Borquis, Rusbel Raul Ascpilcuetados Santos, Daniel Jordan AbreuGuimarães, Katia Cylenedo Nascimento, André Vieira [UNESP]de Oliveira, Henrique Nunes [UNESP]Tonhati, Humberto [UNESP]2022-04-29T08:38:48Z2022-04-29T08:38:48Z2022-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1007/s13353-021-00680-xJournal of Applied Genetics.2190-38831234-1983http://hdl.handle.net/11449/23027310.1007/s13353-021-00680-x2-s2.0-85123496651Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal of Applied Geneticsinfo:eu-repo/semantics/openAccess2022-04-29T08:38:49Zoai:repositorio.unesp.br:11449/230273Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462022-04-29T08:38:49Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Genomic study of the resilience of buffalo cows to a negative energy balance
title Genomic study of the resilience of buffalo cows to a negative energy balance
spellingShingle Genomic study of the resilience of buffalo cows to a negative energy balance
de Araujo Neto, Francisco Ribeiro
Bubalus bubalis
GWAS
Production efficiency
ssGBLUP
title_short Genomic study of the resilience of buffalo cows to a negative energy balance
title_full Genomic study of the resilience of buffalo cows to a negative energy balance
title_fullStr Genomic study of the resilience of buffalo cows to a negative energy balance
title_full_unstemmed Genomic study of the resilience of buffalo cows to a negative energy balance
title_sort Genomic study of the resilience of buffalo cows to a negative energy balance
author de Araujo Neto, Francisco Ribeiro
author_facet de Araujo Neto, Francisco Ribeiro
dos Santos, Jessica Cristina Gonçalves [UNESP]
da Silva Arce, Cherlynn Daniela [UNESP]
Borquis, Rusbel Raul Ascpilcueta
dos Santos, Daniel Jordan Abreu
Guimarães, Katia Cylene
do Nascimento, André Vieira [UNESP]
de Oliveira, Henrique Nunes [UNESP]
Tonhati, Humberto [UNESP]
author_role author
author2 dos Santos, Jessica Cristina Gonçalves [UNESP]
da Silva Arce, Cherlynn Daniela [UNESP]
Borquis, Rusbel Raul Ascpilcueta
dos Santos, Daniel Jordan Abreu
Guimarães, Katia Cylene
do Nascimento, André Vieira [UNESP]
de Oliveira, Henrique Nunes [UNESP]
Tonhati, Humberto [UNESP]
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Ciência e Tecnologia Goiano - IFGoiano
Universidade Estadual Paulista (UNESP)
Universidade Tecnologica Federal do Paraná – UTFPR
University of New England
dc.contributor.author.fl_str_mv de Araujo Neto, Francisco Ribeiro
dos Santos, Jessica Cristina Gonçalves [UNESP]
da Silva Arce, Cherlynn Daniela [UNESP]
Borquis, Rusbel Raul Ascpilcueta
dos Santos, Daniel Jordan Abreu
Guimarães, Katia Cylene
do Nascimento, André Vieira [UNESP]
de Oliveira, Henrique Nunes [UNESP]
Tonhati, Humberto [UNESP]
dc.subject.por.fl_str_mv Bubalus bubalis
GWAS
Production efficiency
ssGBLUP
topic Bubalus bubalis
GWAS
Production efficiency
ssGBLUP
description The research article was carried out with the objective of studying the genetic variation on the resilience of buffaloes to negative energy balance—NEB (measured by changes in body weight in early lactation)—as well as investigating genomic regions of interest for this trait. A model of reaction norms was used, considering milk production as the trait to be analyzed and solutions of the contemporary groups to weight changes as environmental gradient. In this methodology, the genetic value of the slope represents the measure of resilience of the animals. After the estimation step, a genome-wide association analysis was performed for the slope of the reaction norms model, to obtain a list of windows and associated genes. The heritability estimates for milk production over the resilience gradient ranged from 0.13 to 0.28, with lower values in the intermediate environmental groups. Regarding the productive resilience of dairy buffalo cows to NEB, the genomic windows with the highest contribution to the genetic variance were detected on chromosomes BBU 1, 2, 3, 4, 9, 12, 19, and 21. A functional analysis of the genes described in the selected windows indicated association with metabolic routes related to growth and immunity of the animals, with an emphasis on the STAT6 gene. The results presented indicate that there is for this trait genetic variation to be used as selection criteria, in addition to genomic regions that can increase the precision of the selection.
publishDate 2022
dc.date.none.fl_str_mv 2022-04-29T08:38:48Z
2022-04-29T08:38:48Z
2022-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1007/s13353-021-00680-x
Journal of Applied Genetics.
2190-3883
1234-1983
http://hdl.handle.net/11449/230273
10.1007/s13353-021-00680-x
2-s2.0-85123496651
url http://dx.doi.org/10.1007/s13353-021-00680-x
http://hdl.handle.net/11449/230273
identifier_str_mv Journal of Applied Genetics.
2190-3883
1234-1983
10.1007/s13353-021-00680-x
2-s2.0-85123496651
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal of Applied Genetics
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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