Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro

Detalhes bibliográficos
Autor(a) principal: Teixeira, Ana Lúcia Coutinho
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/10464
Resumo: The use of new molecular technologies in animal production has grown significantly in recent years, as it allows us to understand the genetic architecture of the traits of interest. Thus, the present work aimed to identify the selection signatures and the copy number variations (CNVs) present in Curraleiro Pé-Duro (CPD), in order to identify genes related to the productive and adaptive capacity of this breed. For this purpose, Illumina® BovineHD BeadChip genotypes of 120 CPD cattle from 20 different properties were used. For selection signature detection, the quality control of SNPs was performed based on the SNP and sample call rate equal to or greater than 90% and SNPs with minor allelic frequency less than 3% using the software Plink. The construction of chromosomal haplotypes was performed using the Beagle software. Signatures were identified by the following methodologies: Haplotype Integration Score (iHS), Extended Haplotype Homozygosis (EHH) and Long Range Haplotype Test (LRH). The identification of CNVs was performed using PennCNV software, adjusting the Guanine and Cytosine (GC) content of a 500 base pair (bp) genomic window. Quality control was performed using LRR standard deviation less than 0.3, BAF standard deviation less than 0.01 and wave factor less than 0.05, samples with more than 150 CNVs and markers smaller than 5,000 bp has been removed. The identification of selection signatures proved to be effective in identifying genomic regions associated with production traits, and they are mainly related to adaptability, as they are related to thermotolerance and disease resistance. CNVs are in regions of the genome that harbor genes related to thermotolerance, reproduction and negative energy balance. The results found in both studies reinforce regions of the BTA 20 chromosome as potential candidates for the selection of these characteristics.
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spelling Carmo, Adriana Santana dohttp://lattes.cnpq.br/0782572407995106Mascioli, Arthur dos Santoshttp://lattes.cnpq.br/6557055478323026Carmo, Adriana Santana doHellmeister Filho, PauloFreitas, Thais Miranda Silvahttp://lattes.cnpq.br/6456678642134161Teixeira, Ana Lúcia Coutinho2020-03-24T10:52:16Z2020-02-27TEIXEIRA, A. C. Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro. 2020. 32 f. Dissertação (Mestrado em Zootecnia) - Universidade Federal de Goiás, Goiânia, 2020.http://repositorio.bc.ufg.br/tede/handle/tede/10464The use of new molecular technologies in animal production has grown significantly in recent years, as it allows us to understand the genetic architecture of the traits of interest. Thus, the present work aimed to identify the selection signatures and the copy number variations (CNVs) present in Curraleiro Pé-Duro (CPD), in order to identify genes related to the productive and adaptive capacity of this breed. For this purpose, Illumina® BovineHD BeadChip genotypes of 120 CPD cattle from 20 different properties were used. For selection signature detection, the quality control of SNPs was performed based on the SNP and sample call rate equal to or greater than 90% and SNPs with minor allelic frequency less than 3% using the software Plink. The construction of chromosomal haplotypes was performed using the Beagle software. Signatures were identified by the following methodologies: Haplotype Integration Score (iHS), Extended Haplotype Homozygosis (EHH) and Long Range Haplotype Test (LRH). The identification of CNVs was performed using PennCNV software, adjusting the Guanine and Cytosine (GC) content of a 500 base pair (bp) genomic window. Quality control was performed using LRR standard deviation less than 0.3, BAF standard deviation less than 0.01 and wave factor less than 0.05, samples with more than 150 CNVs and markers smaller than 5,000 bp has been removed. The identification of selection signatures proved to be effective in identifying genomic regions associated with production traits, and they are mainly related to adaptability, as they are related to thermotolerance and disease resistance. CNVs are in regions of the genome that harbor genes related to thermotolerance, reproduction and negative energy balance. The results found in both studies reinforce regions of the BTA 20 chromosome as potential candidates for the selection of these characteristics.A utilização de novas tecnologias moleculares na produção animal tem crescido significativamente nos últimos anos, já que permitem entender a arquitetura genética das características de interesse. Sendo assim, no presente trabalho objetivou-se identificar as assinaturas de seleção e as variações no número de cópias (CNVs) presentes no Curraleiro Pé-Duro (CPD), com o intuito de identificar os genes relacionados à capacidade produtiva e adaptativa dessa raça. Para tanto foram utilizados Illumina® BovineHD BeadChip de 126 bovinos CPD, provenientes de 20 propriedades distintas. Para a detecção de assinatura de seleção, o controle de qualidade dos SNPs foi realizado com base na taxa de determinação de SNP e amostra igual ou superior a 90% e SNPs com frequência alélica menor inferior a 3% utilizando o programa Plink versão 2.0. A construção dos haplótipos cromossômicos foi realizada utilizando o programa Beagle. A identificação das assinaturas foi realizada pelas metodologias: Escore de Integração dos Haplótipos (iHS), Homozigose do Haplótipo Estendido (EHH) e teste de haplótipos de longo alcance (LRH). Para a identificação de CNVs, foi feita por meio do software PennCNV, com ajuste para o conteúdo de Guanina e Citosina (GC) de uma janela genômica de 500 pares de base (pb). O controle de qualidade foi realizado usando desvio padrão de LRR inferior a 0,3, desvio padrão de BAF inferior a 0,01 e fator de ondulação inferior a 0,05, amostras que apresentaram mais de 150 CNVs e marcadores com tamanho menor do que 5 mil pb foram removidos. A identificação de assinaturas de seleção, mostrou-se como efetiva na identificação de regiões genômicas associadas as características de produção, sendo as mesmas relacionadas principalmente a adaptabilidade, pois apresentam genes responsáveis ligados a termotolerancia e resistência a doenças. Os CNVs estão em regiões do genoma que abrigam genes relacionados com termotolerância, reprodução e balanço energético negativo. Os resultados encontrados em ambos os estudos reforçam regiões do cromossomo BTA 20 como potenciais candidatos para a seleção dessas características.Submitted by Luciana Ferreira (lucgeral@gmail.com) on 2020-03-24T10:37:48Z No. of bitstreams: 2 Dissertação - Ana Lúcia Coutinho Teixeira - 2020.pdf: 792986 bytes, checksum: e1e2d02b84c02a1b887943e77843b40d (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2020-03-24T10:52:16Z (GMT) No. of bitstreams: 2 Dissertação - Ana Lúcia Coutinho Teixeira - 2020.pdf: 792986 bytes, checksum: e1e2d02b84c02a1b887943e77843b40d (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2020-03-24T10:52:16Z (GMT). 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dc.title.eng.fl_str_mv Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
dc.title.alternative.eng.fl_str_mv Identification of selection signatures and variations in the number of copies in Curraleiro Pé-Duro cattle
title Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
spellingShingle Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
Teixeira, Ana Lúcia Coutinho
Adaptabilidade
EHH
iHS
Raças localmente adaptadas
Resistência
EHH
iHS
Locally adapted breeds
Adaptability
PRODUCAO ANIMAL::CRIACAO DE ANIMAIS
title_short Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
title_full Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
title_fullStr Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
title_full_unstemmed Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
title_sort Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro
author Teixeira, Ana Lúcia Coutinho
author_facet Teixeira, Ana Lúcia Coutinho
author_role author
dc.contributor.advisor1.fl_str_mv Carmo, Adriana Santana do
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0782572407995106
dc.contributor.advisor-co1.fl_str_mv Mascioli, Arthur dos Santos
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/6557055478323026
dc.contributor.referee1.fl_str_mv Carmo, Adriana Santana do
dc.contributor.referee2.fl_str_mv Hellmeister Filho, Paulo
dc.contributor.referee3.fl_str_mv Freitas, Thais Miranda Silva
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6456678642134161
dc.contributor.author.fl_str_mv Teixeira, Ana Lúcia Coutinho
contributor_str_mv Carmo, Adriana Santana do
Mascioli, Arthur dos Santos
Carmo, Adriana Santana do
Hellmeister Filho, Paulo
Freitas, Thais Miranda Silva
dc.subject.por.fl_str_mv Adaptabilidade
EHH
iHS
Raças localmente adaptadas
Resistência
topic Adaptabilidade
EHH
iHS
Raças localmente adaptadas
Resistência
EHH
iHS
Locally adapted breeds
Adaptability
PRODUCAO ANIMAL::CRIACAO DE ANIMAIS
dc.subject.eng.fl_str_mv EHH
iHS
Locally adapted breeds
Adaptability
dc.subject.cnpq.fl_str_mv PRODUCAO ANIMAL::CRIACAO DE ANIMAIS
description The use of new molecular technologies in animal production has grown significantly in recent years, as it allows us to understand the genetic architecture of the traits of interest. Thus, the present work aimed to identify the selection signatures and the copy number variations (CNVs) present in Curraleiro Pé-Duro (CPD), in order to identify genes related to the productive and adaptive capacity of this breed. For this purpose, Illumina® BovineHD BeadChip genotypes of 120 CPD cattle from 20 different properties were used. For selection signature detection, the quality control of SNPs was performed based on the SNP and sample call rate equal to or greater than 90% and SNPs with minor allelic frequency less than 3% using the software Plink. The construction of chromosomal haplotypes was performed using the Beagle software. Signatures were identified by the following methodologies: Haplotype Integration Score (iHS), Extended Haplotype Homozygosis (EHH) and Long Range Haplotype Test (LRH). The identification of CNVs was performed using PennCNV software, adjusting the Guanine and Cytosine (GC) content of a 500 base pair (bp) genomic window. Quality control was performed using LRR standard deviation less than 0.3, BAF standard deviation less than 0.01 and wave factor less than 0.05, samples with more than 150 CNVs and markers smaller than 5,000 bp has been removed. The identification of selection signatures proved to be effective in identifying genomic regions associated with production traits, and they are mainly related to adaptability, as they are related to thermotolerance and disease resistance. CNVs are in regions of the genome that harbor genes related to thermotolerance, reproduction and negative energy balance. The results found in both studies reinforce regions of the BTA 20 chromosome as potential candidates for the selection of these characteristics.
publishDate 2020
dc.date.accessioned.fl_str_mv 2020-03-24T10:52:16Z
dc.date.issued.fl_str_mv 2020-02-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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dc.identifier.citation.fl_str_mv TEIXEIRA, A. C. Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro. 2020. 32 f. Dissertação (Mestrado em Zootecnia) - Universidade Federal de Goiás, Goiânia, 2020.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/10464
identifier_str_mv TEIXEIRA, A. C. Identificação de assinaturas de seleção e variações no número de cópias em bovinos da raça Curraleiro Pé-Duro. 2020. 32 f. Dissertação (Mestrado em Zootecnia) - Universidade Federal de Goiás, Goiânia, 2020.
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dc.publisher.none.fl_str_mv Universidade Federal de Goiás
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dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Veterinária e Zootecnia - EVZ (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
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