Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues

Detalhes bibliográficos
Autor(a) principal: Fanalli, Simara Larissa
Data de Publicação: 2022
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/74/74135/tde-16082022-104944/
Resumo: The Sus Scrofa species is one of the most important for the production of meat and other animal products worldwide and is an animal model for metabolic diseases in humans. Furthermore, pork is one of the main sources of fatty acids (FA) in the human diet. The FA consumption is associated with fat deposition and increased occurrence of metabolic diseases. On the other hand, some studies diverge on the role of FAs involved in cellular inflammatory responses in metabolic diseases. The aim of this study was to identify differentially expressed genes (GDE) and transcription factors from muscle and liver samples from immunocastrated male pigs fed a diet added from different sources and levels of FA. Dietary treatments consisted of corn-soybean meal growing-finishing diets supplemented with 1.5% soybean oil (SOY1.5, common level used in commercial pig production) or 3% soybean oil (SOY3.0) or 3% canola oil (CO) or 3% fish oil (FO) for an experimental period of 98 days during the growing and finishing phases (18 pigs/treatment). The analysis of the parameters of the blood was performed, as well as the profile of AG deposited in the tissues. The DEG (FDR 10%) was identified in 72 samples of skeletal muscle and liver using the DESeq2 R., followed by data quality analysis. From the transcriptome analysis of skeletal muscle and liver samples, the functional enrichment analysis (FDR <0.10) by MetaCore revealed maps of signaling pathways associated with metabolic processes, oxidative stress, metabolic and neurodegenerative diseases, as well as gene networks related to immune response and biological processes. The enrichment of the basal diet with oil sources containing different FA profiles influenced the composition of the deposited profile, the blood parameters, and the gene expression in metabolic pathways and network processes in the skeletal muscle tissue and liver of animals during the growth and termination. When the comparison was related to the addition of soybean oil and fish oil, the highest amount of total DEG was identified. In addition, transcription factors related to lipid metabolism and immune response were identified when using 1.5% or 3% soybean oil. It could contribute to the nutrigenomics research field that aims to elucidate dietary interventions in animal and human health, as well as to drive food technology and Science.
id USP_8baf09b95e430e8a6ecc7b3c4b4dd996
oai_identifier_str oai:teses.usp.br:tde-16082022-104944
network_acronym_str USP
network_name_str Biblioteca Digital de Teses e Dissertações da USP
repository_id_str 2721
spelling Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissuesEfeito da adição de diferentes fontes de ácidos graxos na dieta de suínos sobre o perfil do transcriptoma de diferentes tecidosDoença metabólicaFígadoImmune responseLiverMetabolic diseaseMúsculo esqueléticoResposta imuneRNA-SeqRNA-SeqSkeletal muscleThe Sus Scrofa species is one of the most important for the production of meat and other animal products worldwide and is an animal model for metabolic diseases in humans. Furthermore, pork is one of the main sources of fatty acids (FA) in the human diet. The FA consumption is associated with fat deposition and increased occurrence of metabolic diseases. On the other hand, some studies diverge on the role of FAs involved in cellular inflammatory responses in metabolic diseases. The aim of this study was to identify differentially expressed genes (GDE) and transcription factors from muscle and liver samples from immunocastrated male pigs fed a diet added from different sources and levels of FA. Dietary treatments consisted of corn-soybean meal growing-finishing diets supplemented with 1.5% soybean oil (SOY1.5, common level used in commercial pig production) or 3% soybean oil (SOY3.0) or 3% canola oil (CO) or 3% fish oil (FO) for an experimental period of 98 days during the growing and finishing phases (18 pigs/treatment). The analysis of the parameters of the blood was performed, as well as the profile of AG deposited in the tissues. The DEG (FDR 10%) was identified in 72 samples of skeletal muscle and liver using the DESeq2 R., followed by data quality analysis. From the transcriptome analysis of skeletal muscle and liver samples, the functional enrichment analysis (FDR <0.10) by MetaCore revealed maps of signaling pathways associated with metabolic processes, oxidative stress, metabolic and neurodegenerative diseases, as well as gene networks related to immune response and biological processes. The enrichment of the basal diet with oil sources containing different FA profiles influenced the composition of the deposited profile, the blood parameters, and the gene expression in metabolic pathways and network processes in the skeletal muscle tissue and liver of animals during the growth and termination. When the comparison was related to the addition of soybean oil and fish oil, the highest amount of total DEG was identified. In addition, transcription factors related to lipid metabolism and immune response were identified when using 1.5% or 3% soybean oil. It could contribute to the nutrigenomics research field that aims to elucidate dietary interventions in animal and human health, as well as to drive food technology and Science.A espécie Sus Scrofa é uma das mais importantes para a produção de carne e outros produtos de origem animal em todo o mundo e são modelo animal para doenças metabólicas em humanos. Além disso, a carne suína é uma das principais fontes de ácidos graxos (AG) na dieta humana. O consumo de AG está associado à deposição de gordura e aumento da ocorrência de doenças metabólicas. Por outro lado, existem estudos que divergem sobre o papel dos AG envolvidos nas respostas inflamatórias celulares em doenças metabólicas. O objetivo deste estudo foi identificar os genes diferencialmente expressos (GDE) e os fatores de transcrição de amostras de músculo e fígado de suínos machos imunocastrados alimentados com dieta adicionada de diferentes fontes e níveis de AG. Os tratamentos dietéticos consistiram em dieta basal de milho e farelo de soja suplementadas com 1,5% de óleo de soja (SOY1,5, nível comum usado na produção comercial de suínos) ou 3% de óleo de soja (SOY3,0), ou 3% de óleo de canola (CO) ou 3% de óleo de peixe (FO) por um período experimental de 98 dias durante as fases de crescimento e terminação (18 animais/tratamento). Foi realizada a análise dos parâmetros bioquímicos do sangue, assim como o perfil de AG depositados nos tecidos. Os GDE (FDR 10%) foram identificados em 72 amostras de músculo esquelético e fígado através do pacote DESeq2 R, seguido da análise de qualidade dos dados. A partir da análise do transcriptoma de amostras do músculo esquelético e fígado, a análise de enriquecimento funcional (FDR<0,10) pelo MetaCore resultou em mapas de vias de sinalização associadas a processos metabólicos, estresse oxidativo doenças metabólicas e neurodegenerativas, assim como redes gênicas relacionadas à resposta imune e processos biológicos. O enriquecimento da dieta basal com fontes de óleo contendo diferentes perfis de AG influenciou a composição do perfil depositado na gordura intramuscular (Longissimus lomborum) e fígado, os parâmetros sanguíneos e a expressão gênica em vias metabólicas e processos de redes no tecido muscular esquelético e fígado dos animais durante as fases de crescimento e terminação. Quando a comparação foi relacionada à adição de óleo de soja e óleo de peixe a maior quantidade de GDE total foi identificada. Além disso, fatores de transcrição foram relacionados ao metabolismo lipídico e resposta imune quando utilizado óleo de soja 1.5% ou 3%. Em suma, esses resultados contribuem para o campo de pesquisa da nutrigenômica que visa elucidar a influência da dieta na saúde animal e humana e impulsionar a tecnologia e a ciência dos alimentos.Biblioteca Digitais de Teses e Dissertações da USPCesar, Aline Silva MelloFanalli, Simara Larissa2022-03-04info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/74/74135/tde-16082022-104944/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/openAccesseng2022-08-19T17:11:22Zoai:teses.usp.br:tde-16082022-104944Biblioteca 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:27212022-08-19T17:11:22Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
Efeito da adição de diferentes fontes de ácidos graxos na dieta de suínos sobre o perfil do transcriptoma de diferentes tecidos
title Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
spellingShingle Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
Fanalli, Simara Larissa
Doença metabólica
Fígado
Immune response
Liver
Metabolic disease
Músculo esquelético
Resposta imune
RNA-Seq
RNA-Seq
Skeletal muscle
title_short Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
title_full Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
title_fullStr Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
title_full_unstemmed Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
title_sort Effect of the addition of different sources of fatty acids in the pig diet on the transcriptomic profile of different tissues
author Fanalli, Simara Larissa
author_facet Fanalli, Simara Larissa
author_role author
dc.contributor.none.fl_str_mv Cesar, Aline Silva Mello
dc.contributor.author.fl_str_mv Fanalli, Simara Larissa
dc.subject.por.fl_str_mv Doença metabólica
Fígado
Immune response
Liver
Metabolic disease
Músculo esquelético
Resposta imune
RNA-Seq
RNA-Seq
Skeletal muscle
topic Doença metabólica
Fígado
Immune response
Liver
Metabolic disease
Músculo esquelético
Resposta imune
RNA-Seq
RNA-Seq
Skeletal muscle
description The Sus Scrofa species is one of the most important for the production of meat and other animal products worldwide and is an animal model for metabolic diseases in humans. Furthermore, pork is one of the main sources of fatty acids (FA) in the human diet. The FA consumption is associated with fat deposition and increased occurrence of metabolic diseases. On the other hand, some studies diverge on the role of FAs involved in cellular inflammatory responses in metabolic diseases. The aim of this study was to identify differentially expressed genes (GDE) and transcription factors from muscle and liver samples from immunocastrated male pigs fed a diet added from different sources and levels of FA. Dietary treatments consisted of corn-soybean meal growing-finishing diets supplemented with 1.5% soybean oil (SOY1.5, common level used in commercial pig production) or 3% soybean oil (SOY3.0) or 3% canola oil (CO) or 3% fish oil (FO) for an experimental period of 98 days during the growing and finishing phases (18 pigs/treatment). The analysis of the parameters of the blood was performed, as well as the profile of AG deposited in the tissues. The DEG (FDR 10%) was identified in 72 samples of skeletal muscle and liver using the DESeq2 R., followed by data quality analysis. From the transcriptome analysis of skeletal muscle and liver samples, the functional enrichment analysis (FDR <0.10) by MetaCore revealed maps of signaling pathways associated with metabolic processes, oxidative stress, metabolic and neurodegenerative diseases, as well as gene networks related to immune response and biological processes. The enrichment of the basal diet with oil sources containing different FA profiles influenced the composition of the deposited profile, the blood parameters, and the gene expression in metabolic pathways and network processes in the skeletal muscle tissue and liver of animals during the growth and termination. When the comparison was related to the addition of soybean oil and fish oil, the highest amount of total DEG was identified. In addition, transcription factors related to lipid metabolism and immune response were identified when using 1.5% or 3% soybean oil. It could contribute to the nutrigenomics research field that aims to elucidate dietary interventions in animal and human health, as well as to drive food technology and Science.
publishDate 2022
dc.date.none.fl_str_mv 2022-03-04
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 https://www.teses.usp.br/teses/disponiveis/74/74135/tde-16082022-104944/
url https://www.teses.usp.br/teses/disponiveis/74/74135/tde-16082022-104944/
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_ 1809090776290820096