Identification of CNVs in the Nelore genome and its association with meat tenderness

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Silva, Vinicius Henrique da
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: eng
Instituição de defesa: Biblioteca Digitais de Teses e Dissertações da USP
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://www.teses.usp.br/teses/disponiveis/11/11139/tde-22042015-134017/
Resumo: The Nelore breed represents the vast majority of Brazilian Zebuine cattle (Bos taurus indicus). The great adaptability of the Nelore breed to Brazilian tropical climate, however, is not associated with meat tenderness (MT). It is known that MT is influenced by several environmental factors, but also genetic composition. In the first chapter, we report a genome-wide analysis of copy number variation (CNV) inferred from Illumina® Bovine High Density SNP-chip data for a Nelore population of 723 males including 30 sires. We detected >2600 CNV regions (CNVRs) representing ≈6.5% of the Bos taurus genome. The CNVR size was 65 kb on average, ranging from 5 kb to 4.3 Mb. A total of 1155 CNVRs (43.6%) overlapped 2750 genes. They are enriched for important functions such as immune response, olfactory reception and processes involving guanosine triphosphate (GTP). The GTP processes have known influence in skeletal muscle physiology and morphology. Quantitative trait loci for MT, partly specific for Nelore, overlapped a substantial fraction of CNVRs and two CNVRs were found proximal to glutathione metabolism genes that are associated with MT as well. Comparing our results with previous studies revealed an overlap in ≈1400 CNVRs (>50%). We selected 9 CNVRs that overlapped regions associated with MT and we validated them in all 30 sires by qPCR. There was identified many genomic regions of structural variation in Nelore with important implications on the MT phenotype. In the second chapter, a total of 34 animals of the population were subjected to transcriptome analysis and meat tenderness (MT) phenotyping. We identified 170 CNV fragments (CNVFs) residing in 20 CNVRs, which occurred in different frequencies between animals with tougher and softer meat genetic potential. A considerable fraction of the identified CNVFs affected gene expression of the MT genes, which play important roles in glycogen metabolism, connective tissue turnover, membrane transporters and glutathione pathways. We also detected that several CNVRs substantially influenced the expression of overlapped and nearby genes, where the increase or decrease of copy number correlated well with the change in gene expression. Among them are two CNVRs at chromosomes 12 and 23, which are in the vicinity of previously described QTLs for MT in Nelore breed. Several CNVFs, which are more frequent in animals with genetic potential for softer or tougher MT, showed significant differences in gene expression. Those regions are linked to important biological functions with highly relevant influences on MT and skeletal muscle physiology.
id USP_6770ac38bfd90d830b53d9de406d53bf
oai_identifier_str oai:teses.usp.br:tde-22042015-134017
network_acronym_str USP
network_name_str Biblioteca Digital de Teses e Dissertações da USP
repository_id_str
spelling Identification of CNVs in the Nelore genome and its association with meat tendernessIdentificação de CNVs no genoma de bovinos da raça Nelore e suas associações com maciez da carneGenome-wideIntegraçãoIntegrationPangenômicoRNA-seqRNA-seqSNP-chipSNP-chipThe Nelore breed represents the vast majority of Brazilian Zebuine cattle (Bos taurus indicus). The great adaptability of the Nelore breed to Brazilian tropical climate, however, is not associated with meat tenderness (MT). It is known that MT is influenced by several environmental factors, but also genetic composition. In the first chapter, we report a genome-wide analysis of copy number variation (CNV) inferred from Illumina® Bovine High Density SNP-chip data for a Nelore population of 723 males including 30 sires. We detected >2600 CNV regions (CNVRs) representing ≈6.5% of the Bos taurus genome. The CNVR size was 65 kb on average, ranging from 5 kb to 4.3 Mb. A total of 1155 CNVRs (43.6%) overlapped 2750 genes. They are enriched for important functions such as immune response, olfactory reception and processes involving guanosine triphosphate (GTP). The GTP processes have known influence in skeletal muscle physiology and morphology. Quantitative trait loci for MT, partly specific for Nelore, overlapped a substantial fraction of CNVRs and two CNVRs were found proximal to glutathione metabolism genes that are associated with MT as well. Comparing our results with previous studies revealed an overlap in ≈1400 CNVRs (>50%). We selected 9 CNVRs that overlapped regions associated with MT and we validated them in all 30 sires by qPCR. There was identified many genomic regions of structural variation in Nelore with important implications on the MT phenotype. In the second chapter, a total of 34 animals of the population were subjected to transcriptome analysis and meat tenderness (MT) phenotyping. We identified 170 CNV fragments (CNVFs) residing in 20 CNVRs, which occurred in different frequencies between animals with tougher and softer meat genetic potential. A considerable fraction of the identified CNVFs affected gene expression of the MT genes, which play important roles in glycogen metabolism, connective tissue turnover, membrane transporters and glutathione pathways. We also detected that several CNVRs substantially influenced the expression of overlapped and nearby genes, where the increase or decrease of copy number correlated well with the change in gene expression. Among them are two CNVRs at chromosomes 12 and 23, which are in the vicinity of previously described QTLs for MT in Nelore breed. Several CNVFs, which are more frequent in animals with genetic potential for softer or tougher MT, showed significant differences in gene expression. Those regions are linked to important biological functions with highly relevant influences on MT and skeletal muscle physiology.A raça Nelore é predominante no rebanho zebuíno brasileiro (Bos taurus indicus). A grande adaptabilidade da raça Nelore ao clima tropical brasileiro, no entanto, não está associada à maciez de carne (MT). Sabe-se que MT é influenciada por vários fatores ambientais e pela composição genética. Foi realizada uma análise de todo o genoma para inferir Variação no Número de Cópias de Segmentos Genômicos (Copy Number Variation - CNV) a partir de dados oriundos de chip de SNP (Illumina® Bovine High Density), para uma população de 723 machos Nelore, incluindo 30 ancentrais da população. Foram detectadas >2600 regiões de CNV (CNVRs) representando ≈6.5% do genoma bovino. O tamanho médio do CNVR foi de 65 kb, variando de 5 kb até 43 Mb. Um total de 1155 CNVRs (43.6%) obtiveram sobreposição com 2750 genes. Estes genes foram enriquecidos para as funções importantes, tais como resposta imunológica, recepção olfativa e processos que envolvem o trifosfato de guanosina (GTP). As vias metabólicas do GTP conhecidamente influenciam a fisiologia e a morfologia do músculo esquelético. Loci de características quantitativas (QTLs) para MT, alguns específicos para Nelore, sobrepuseram uma fração substancial das CNVRs encontradas. Dois CNVRs foram encontrados em região proximal à genes do metabolismo da glutationa os quais também são associados com MT. Comparando os resultados com estudos anteriores ≈1400 CNVRs (>50%) foram sobrepostos. Nove CNVRs em regiões associadas com MT foram validados nos 30 ancentrais por qPCR. Em conclusão, foram identificadas regiões genômicas de variação estrutural no Nelore, com potenciais implicações sobre o fenótipo MT. No segundo capítulo, um total de 34 animais da população foi submetido à análise do transcriptoma e análise de potencial genético para MT. Foram identificados 170 fragmentos de CNV (CNVFs) mapeados em 20 CNVRs, os quais mostraram frequências significativamente diferentes entre animais com potencial genético para carne mais dura ou mais macia. Uma fração considerável dos CNVFs identificados afetaram a expressão gênica de genes MT (anteriormente descritos como associados à MT ou fisiologia do músculo esquelético), os quais desempenham um papel importante no metabolismo de glicogênio, volume do tecido conjuntivo, transportadores de membrana e vias metabólicas da glutationa. Um número considerável de CNVRs foram associados à expressão de genes sobrepostos e nas proximidades, onde o aumento ou diminuição do número de cópias foi associado com a mudança na expressão gênica. Dois CNVRs associados foram mapeados para os cromossomo 12 e 23, estando próximos a QTLs anteriormente descritos para MT na raça Nelore. Vários CNVFs, entre animais com potencial genético para carne mais macia ou dura, mostraram diferenças significativas na expressão gênica. Essas regiões estão ligadas a importantes funções biológicas com influências altamente relevantes para MT e para a fisiologia do músculo esquelético.Biblioteca Digitais de Teses e Dissertações da USPCoutinho, Luiz LehmannSilva, Vinicius Henrique da2015-02-25info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://www.teses.usp.br/teses/disponiveis/11/11139/tde-22042015-134017/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPLiberar o conteúdo para acesso público.info:eu-repo/semantics/openAccesseng2016-07-28T16:11:56Zoai:teses.usp.br:tde-22042015-134017Biblioteca Digital de Teses e Dissertaçõeshttp://www.teses.usp.br/PUBhttp://www.teses.usp.br/cgi-bin/mtd2br.plvirginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.bropendoar:27212016-07-28T16:11:56Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Identification of CNVs in the Nelore genome and its association with meat tenderness
Identificação de CNVs no genoma de bovinos da raça Nelore e suas associações com maciez da carne
title Identification of CNVs in the Nelore genome and its association with meat tenderness
spellingShingle Identification of CNVs in the Nelore genome and its association with meat tenderness
Silva, Vinicius Henrique da
Genome-wide
Integração
Integration
Pangenômico
RNA-seq
RNA-seq
SNP-chip
SNP-chip
title_short Identification of CNVs in the Nelore genome and its association with meat tenderness
title_full Identification of CNVs in the Nelore genome and its association with meat tenderness
title_fullStr Identification of CNVs in the Nelore genome and its association with meat tenderness
title_full_unstemmed Identification of CNVs in the Nelore genome and its association with meat tenderness
title_sort Identification of CNVs in the Nelore genome and its association with meat tenderness
author Silva, Vinicius Henrique da
author_facet Silva, Vinicius Henrique da
author_role author
dc.contributor.none.fl_str_mv Coutinho, Luiz Lehmann
dc.contributor.author.fl_str_mv Silva, Vinicius Henrique da
dc.subject.por.fl_str_mv Genome-wide
Integração
Integration
Pangenômico
RNA-seq
RNA-seq
SNP-chip
SNP-chip
topic Genome-wide
Integração
Integration
Pangenômico
RNA-seq
RNA-seq
SNP-chip
SNP-chip
description The Nelore breed represents the vast majority of Brazilian Zebuine cattle (Bos taurus indicus). The great adaptability of the Nelore breed to Brazilian tropical climate, however, is not associated with meat tenderness (MT). It is known that MT is influenced by several environmental factors, but also genetic composition. In the first chapter, we report a genome-wide analysis of copy number variation (CNV) inferred from Illumina® Bovine High Density SNP-chip data for a Nelore population of 723 males including 30 sires. We detected >2600 CNV regions (CNVRs) representing ≈6.5% of the Bos taurus genome. The CNVR size was 65 kb on average, ranging from 5 kb to 4.3 Mb. A total of 1155 CNVRs (43.6%) overlapped 2750 genes. They are enriched for important functions such as immune response, olfactory reception and processes involving guanosine triphosphate (GTP). The GTP processes have known influence in skeletal muscle physiology and morphology. Quantitative trait loci for MT, partly specific for Nelore, overlapped a substantial fraction of CNVRs and two CNVRs were found proximal to glutathione metabolism genes that are associated with MT as well. Comparing our results with previous studies revealed an overlap in ≈1400 CNVRs (>50%). We selected 9 CNVRs that overlapped regions associated with MT and we validated them in all 30 sires by qPCR. There was identified many genomic regions of structural variation in Nelore with important implications on the MT phenotype. In the second chapter, a total of 34 animals of the population were subjected to transcriptome analysis and meat tenderness (MT) phenotyping. We identified 170 CNV fragments (CNVFs) residing in 20 CNVRs, which occurred in different frequencies between animals with tougher and softer meat genetic potential. A considerable fraction of the identified CNVFs affected gene expression of the MT genes, which play important roles in glycogen metabolism, connective tissue turnover, membrane transporters and glutathione pathways. We also detected that several CNVRs substantially influenced the expression of overlapped and nearby genes, where the increase or decrease of copy number correlated well with the change in gene expression. Among them are two CNVRs at chromosomes 12 and 23, which are in the vicinity of previously described QTLs for MT in Nelore breed. Several CNVFs, which are more frequent in animals with genetic potential for softer or tougher MT, showed significant differences in gene expression. Those regions are linked to important biological functions with highly relevant influences on MT and skeletal muscle physiology.
publishDate 2015
dc.date.none.fl_str_mv 2015-02-25
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.teses.usp.br/teses/disponiveis/11/11139/tde-22042015-134017/
url http://www.teses.usp.br/teses/disponiveis/11/11139/tde-22042015-134017/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Liberar o conteúdo para acesso público.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Liberar o conteúdo para acesso público.
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv
dc.publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
publisher.none.fl_str_mv Biblioteca Digitais de Teses e Dissertações da USP
dc.source.none.fl_str_mv
reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Biblioteca Digital de Teses e Dissertações da USP
collection Biblioteca Digital de Teses e Dissertações da USP
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)
repository.mail.fl_str_mv virginia@if.usp.br|| atendimento@aguia.usp.br||virginia@if.usp.br
_version_ 1815258383712780288