Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore

Detalhes bibliográficos
Autor(a) principal: Oliveira, Karina Santos de
Data de Publicação: 2021
Tipo de documento: Trabalho de conclusão de curso
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/14464
Resumo: Brazil is one of the main beef producers and exporters, with herds predominantly composed of Nellore Zebu animals (Bos indicus). In this scenario, genomics can contribute to the identification of potential biomarkers of agricultural interest features. In previous studies, COL1A1, CTGF, CYP2B6, EGR1 and PRUNE2 were differentially expressed genes (DEGs) between groups of animals contrasting for the residual feed intake phenotype in liver tissue. The objective of this work was to select single nucleotide polymorphisms (SNPs) that potentially affect regulatory regions in the genes mentioned and associate them with different phenotypic measures of feed efficiency (FE). For this, using imputed genotypes of 398 Nellore steers, SNPs were selected in a window from 2 Kb upstream to the transcription start site to the end of the 3' UTR reduced of the DEGs. In the functional annotation, performed with the VEP software, variants in intronic regions, synonyms and those that are not possible regulatory splicing were not considered. For the selected SNPs, the linkage disequilibrium was analyzed by PLINK and Haploview software, and the in silico prediction of transcription factor binding sites (TFBSs) and microRNAs (miRNAs) binding sites was made using the LASAGNA and RNAhybrid software, respectively. A linear regression model was applied to associate SNPs with the phenotypic measures of FE, and significant SNPs were compared to regions of quantitative trait loci (QTLs) of phenotypes of livestock interest from studies in the same experimental population and from the Cattle QTL database. After functional annotation, two SNPs were selected in the upstream region of the CTGF gene; three referring to COL1A1, one in a splicing region and two in the upstream; 15 for the CYP2B6 gene, among them, one missense variant, four in 5 'UTR and three in 3' UTR, upstream and downstream; five for the EGR1 gene, one of these in the 3’ UTR region and four in the upstream region; and 33 SNPs referring to the PRUNE2 gene, three in the upstream region and six in the downstream region, and 24 missense variants. Among these, the SNPs for the five DEGs have the potential to influence TFBSs and have also been integrated into QTL regions of bovine phenotypes. SNPs of the CYP2B6 and EGR1 genes have the potential to influence the binding of several bovine miRNAs. Finally, two SNPs located in the CTGF gene were associated with the phenotypic measure of gross feed efficiency, one SNP in the COL1A1 gene was associated with the measures of average daily gain and feed conversion, and 19 SNPs in the PRUNE2 were associated with residual feed intake, respectively. The SNPs identified increase the knowledge about the possible role regulation of genes involved with phenotypic features of FE.
id SCAR_d1d16d88fb0355bb8fbb3fe2d63a97f2
oai_identifier_str oai:repositorio.ufscar.br:ufscar/14464
network_acronym_str SCAR
network_name_str Repositório Institucional da UFSCAR
repository_id_str 4322
spelling Oliveira, Karina Santos deRegitano, Luciana Correa de Almeidahttp://lattes.cnpq.br/9595338480545794Chiaratti, Marcos Robertohttp://lattes.cnpq.br/0392078007500289http://lattes.cnpq.br/90137688900279091db0ba79-1fc6-432c-9373-98711ee22f6f2021-06-29T22:58:04Z2021-06-29T22:58:04Z2021-06-23Oliveira, Karina Santos de. Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore. 2021. Trabalho de Conclusão de Curso (Graduação em Biotecnologia) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/ufscar/14464.https://repositorio.ufscar.br/handle/ufscar/14464Brazil is one of the main beef producers and exporters, with herds predominantly composed of Nellore Zebu animals (Bos indicus). In this scenario, genomics can contribute to the identification of potential biomarkers of agricultural interest features. In previous studies, COL1A1, CTGF, CYP2B6, EGR1 and PRUNE2 were differentially expressed genes (DEGs) between groups of animals contrasting for the residual feed intake phenotype in liver tissue. The objective of this work was to select single nucleotide polymorphisms (SNPs) that potentially affect regulatory regions in the genes mentioned and associate them with different phenotypic measures of feed efficiency (FE). For this, using imputed genotypes of 398 Nellore steers, SNPs were selected in a window from 2 Kb upstream to the transcription start site to the end of the 3' UTR reduced of the DEGs. In the functional annotation, performed with the VEP software, variants in intronic regions, synonyms and those that are not possible regulatory splicing were not considered. For the selected SNPs, the linkage disequilibrium was analyzed by PLINK and Haploview software, and the in silico prediction of transcription factor binding sites (TFBSs) and microRNAs (miRNAs) binding sites was made using the LASAGNA and RNAhybrid software, respectively. A linear regression model was applied to associate SNPs with the phenotypic measures of FE, and significant SNPs were compared to regions of quantitative trait loci (QTLs) of phenotypes of livestock interest from studies in the same experimental population and from the Cattle QTL database. After functional annotation, two SNPs were selected in the upstream region of the CTGF gene; three referring to COL1A1, one in a splicing region and two in the upstream; 15 for the CYP2B6 gene, among them, one missense variant, four in 5 'UTR and three in 3' UTR, upstream and downstream; five for the EGR1 gene, one of these in the 3’ UTR region and four in the upstream region; and 33 SNPs referring to the PRUNE2 gene, three in the upstream region and six in the downstream region, and 24 missense variants. Among these, the SNPs for the five DEGs have the potential to influence TFBSs and have also been integrated into QTL regions of bovine phenotypes. SNPs of the CYP2B6 and EGR1 genes have the potential to influence the binding of several bovine miRNAs. Finally, two SNPs located in the CTGF gene were associated with the phenotypic measure of gross feed efficiency, one SNP in the COL1A1 gene was associated with the measures of average daily gain and feed conversion, and 19 SNPs in the PRUNE2 were associated with residual feed intake, respectively. The SNPs identified increase the knowledge about the possible role regulation of genes involved with phenotypic features of FE.O Brasil é um dos principais produtores e exportadores de carne bovina, com rebanhos compostos predominantemente por animais zebuínos da raça Nelore (Bos indicus) e seus cruzamentos. Nesse cenário, a genômica pode contribuir na identificação de potenciais biomarcadores de características de interesse agropecuário. Em estudos prévios, COL1A1, CTGF, CYP2B6, EGR1 e PRUNE2 foram genes diferencialmente expressos (GDEs) entre grupos de animais contrastantes para o fenótipo consumo alimentar residual em tecido hepático. O objetivo deste trabalho foi selecionar polimorfismos de nucleotídeo único (SNPs) que potencialmente afetam regiões reguladoras nos genes citados e associá-los a diferentes medidas fenotípicas de eficiência alimentar (EA). Para isso, utilizando genótipos imputados de 398 novilhos Nelore, foram selecionados SNPs em uma janela compreendendo desde 2 Kb upstream ao sítio de início da transcrição até o final da 3’ UTR descrita dos GDEs. Na anotação funcional, realizada com o software VEP, foram desconsideradas variantes em regiões intrônicas, sinônimas e as que não são possíveis reguladoras de splicing. Para os SNPs selecionados, foi analisado o desequilíbrio de ligação pelos softwares PLINK e Haploview, e foi feita a predição in silico de sítios de ligação de fatores de transcrição (SLFTs) e de microRNAs (miRNAs) utilizando os softwares LASAGNA e RNAhybrid, respectivamente. Um modelo de regressão linear foi aplicado para associar os SNPs às medidas fenotípicas de EA, e os SNPs significativos foram comparados a regiões de quantitative trait loci (QTLs) de fenótipos de interesse pecuário provenientes de trabalhos na mesma população experimental e do Cattle QTL database. Após anotação funcional, foram selecionados dois SNPs na região upstream do gene CTGF; três referentes ao COL1A1, um em regi o de splicing e dois upstream ao gene; 15 para o gene CYP2B6, dentre esses, uma variante missense, quatro em 5' UTR e três em 3' UTR, upstream e downstream; cinco para o gene EGR1, um desses na região 3’ UTR e quatro na região upstream; e 33 SNPs referentes ao gene PRUNE2, três em região upstream e seis em downstream, e 24 variantes missenses. Dentre esses, os SNPs relativos aos cinco GDEs possuem potencial em influenciar em SLFTs e também foram integrados a regiões de QTLs para diferentes fenótipos bovinos. SNPs dos genes CYP2B6 e EGR1 apresentaram potencial em influenciar na ligação de diversos miRNAs bovinos. Por fim, dois SNPs localizados no gene CTGF foram associados com a medida fenotípica eficiência alimentar bruta, um SNP do gene COL1A1 apresentou associa  o com as medidas ganho de peso diário e conversão alimentar, e 19 SNPs no PRUNE2 foram associados com consumo alimentar residual. Os SNPs identificados contribuíram para aumentar o conhecimento sobre a possível influência de regiões regulatórias de genes envolvidos com características fenotípicas de EA.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)porUniversidade Federal de São CarlosCâmpus São CarlosBiotecnologia - BiotecUFSCarAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessBos indicusSNPExpressão gênicaFator de transcriçãoMicroRNAFenôtipoCIENCIAS BIOLOGICAS::GENETICAMecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça NeloreMechanisms of gene regulation related to feed efficiency in cattle of the Nellore breedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bachelorThesis6006002d1fa8ba-bc6d-4958-a0db-8d0b07ed4681reponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINAL616397_Karina Santos de Oliveira_TCCFinal.pdf616397_Karina Santos de Oliveira_TCCFinal.pdfTrabalho de Conclusão de Cursoapplication/pdf1146102https://repositorio.ufscar.br/bitstream/ufscar/14464/1/616397_Karina%20Santos%20de%20Oliveira_TCCFinal.pdfbc71fa5eab56d432db0d6407571e463eMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811https://repositorio.ufscar.br/bitstream/ufscar/14464/2/license_rdfe39d27027a6cc9cb039ad269a5db8e34MD52TEXT616397_Karina Santos de Oliveira_TCCFinal.pdf.txt616397_Karina Santos de Oliveira_TCCFinal.pdf.txtExtracted texttext/plain107299https://repositorio.ufscar.br/bitstream/ufscar/14464/3/616397_Karina%20Santos%20de%20Oliveira_TCCFinal.pdf.txtced20f01e2327423c5f4fedc0b7529c0MD53THUMBNAIL616397_Karina Santos de Oliveira_TCCFinal.pdf.jpg616397_Karina Santos de Oliveira_TCCFinal.pdf.jpgIM Thumbnailimage/jpeg5418https://repositorio.ufscar.br/bitstream/ufscar/14464/4/616397_Karina%20Santos%20de%20Oliveira_TCCFinal.pdf.jpge8b42b85834dc9bbf2514c352be5ea49MD54ufscar/144642023-09-18 18:32:12.173oai:repositorio.ufscar.br:ufscar/14464Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:32:12Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
dc.title.alternative.por.fl_str_mv Mechanisms of gene regulation related to feed efficiency in cattle of the Nellore breed
title Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
spellingShingle Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
Oliveira, Karina Santos de
Bos indicus
SNP
Expressão gênica
Fator de transcrição
MicroRNA
Fenôtipo
CIENCIAS BIOLOGICAS::GENETICA
title_short Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
title_full Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
title_fullStr Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
title_full_unstemmed Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
title_sort Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore
author Oliveira, Karina Santos de
author_facet Oliveira, Karina Santos de
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/9013768890027909
dc.contributor.author.fl_str_mv Oliveira, Karina Santos de
dc.contributor.advisor1.fl_str_mv Regitano, Luciana Correa de Almeida
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/9595338480545794
dc.contributor.advisor-co1.fl_str_mv Chiaratti, Marcos Roberto
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/0392078007500289
dc.contributor.authorID.fl_str_mv 1db0ba79-1fc6-432c-9373-98711ee22f6f
contributor_str_mv Regitano, Luciana Correa de Almeida
Chiaratti, Marcos Roberto
dc.subject.por.fl_str_mv Bos indicus
SNP
Expressão gênica
Fator de transcrição
MicroRNA
Fenôtipo
topic Bos indicus
SNP
Expressão gênica
Fator de transcrição
MicroRNA
Fenôtipo
CIENCIAS BIOLOGICAS::GENETICA
dc.subject.cnpq.fl_str_mv CIENCIAS BIOLOGICAS::GENETICA
description Brazil is one of the main beef producers and exporters, with herds predominantly composed of Nellore Zebu animals (Bos indicus). In this scenario, genomics can contribute to the identification of potential biomarkers of agricultural interest features. In previous studies, COL1A1, CTGF, CYP2B6, EGR1 and PRUNE2 were differentially expressed genes (DEGs) between groups of animals contrasting for the residual feed intake phenotype in liver tissue. The objective of this work was to select single nucleotide polymorphisms (SNPs) that potentially affect regulatory regions in the genes mentioned and associate them with different phenotypic measures of feed efficiency (FE). For this, using imputed genotypes of 398 Nellore steers, SNPs were selected in a window from 2 Kb upstream to the transcription start site to the end of the 3' UTR reduced of the DEGs. In the functional annotation, performed with the VEP software, variants in intronic regions, synonyms and those that are not possible regulatory splicing were not considered. For the selected SNPs, the linkage disequilibrium was analyzed by PLINK and Haploview software, and the in silico prediction of transcription factor binding sites (TFBSs) and microRNAs (miRNAs) binding sites was made using the LASAGNA and RNAhybrid software, respectively. A linear regression model was applied to associate SNPs with the phenotypic measures of FE, and significant SNPs were compared to regions of quantitative trait loci (QTLs) of phenotypes of livestock interest from studies in the same experimental population and from the Cattle QTL database. After functional annotation, two SNPs were selected in the upstream region of the CTGF gene; three referring to COL1A1, one in a splicing region and two in the upstream; 15 for the CYP2B6 gene, among them, one missense variant, four in 5 'UTR and three in 3' UTR, upstream and downstream; five for the EGR1 gene, one of these in the 3’ UTR region and four in the upstream region; and 33 SNPs referring to the PRUNE2 gene, three in the upstream region and six in the downstream region, and 24 missense variants. Among these, the SNPs for the five DEGs have the potential to influence TFBSs and have also been integrated into QTL regions of bovine phenotypes. SNPs of the CYP2B6 and EGR1 genes have the potential to influence the binding of several bovine miRNAs. Finally, two SNPs located in the CTGF gene were associated with the phenotypic measure of gross feed efficiency, one SNP in the COL1A1 gene was associated with the measures of average daily gain and feed conversion, and 19 SNPs in the PRUNE2 were associated with residual feed intake, respectively. The SNPs identified increase the knowledge about the possible role regulation of genes involved with phenotypic features of FE.
publishDate 2021
dc.date.accessioned.fl_str_mv 2021-06-29T22:58:04Z
dc.date.available.fl_str_mv 2021-06-29T22:58:04Z
dc.date.issued.fl_str_mv 2021-06-23
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/bachelorThesis
format bachelorThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv Oliveira, Karina Santos de. Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore. 2021. Trabalho de Conclusão de Curso (Graduação em Biotecnologia) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/ufscar/14464.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/14464
identifier_str_mv Oliveira, Karina Santos de. Mecanismos de regulação gênica relacionados a eficiência alimentar em bovinos da raça Nelore. 2021. Trabalho de Conclusão de Curso (Graduação em Biotecnologia) – Universidade Federal de São Carlos, São Carlos, 2021. Disponível em: https://repositorio.ufscar.br/handle/ufscar/14464.
url https://repositorio.ufscar.br/handle/ufscar/14464
dc.language.iso.fl_str_mv por
language por
dc.relation.confidence.fl_str_mv 600
600
dc.relation.authority.fl_str_mv 2d1fa8ba-bc6d-4958-a0db-8d0b07ed4681
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
Biotecnologia - Biotec
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
Biotecnologia - Biotec
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
instacron:UFSCAR
instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
bitstream.url.fl_str_mv https://repositorio.ufscar.br/bitstream/ufscar/14464/1/616397_Karina%20Santos%20de%20Oliveira_TCCFinal.pdf
https://repositorio.ufscar.br/bitstream/ufscar/14464/2/license_rdf
https://repositorio.ufscar.br/bitstream/ufscar/14464/3/616397_Karina%20Santos%20de%20Oliveira_TCCFinal.pdf.txt
https://repositorio.ufscar.br/bitstream/ufscar/14464/4/616397_Karina%20Santos%20de%20Oliveira_TCCFinal.pdf.jpg
bitstream.checksum.fl_str_mv bc71fa5eab56d432db0d6407571e463e
e39d27027a6cc9cb039ad269a5db8e34
ced20f01e2327423c5f4fedc0b7529c0
e8b42b85834dc9bbf2514c352be5ea49
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)
repository.mail.fl_str_mv
_version_ 1813715632829497344