A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases

Detalhes bibliográficos
Ano de defesa: 2023
Autor(a) principal: Oliveira, Lilian Cristina Costa Alecrim de
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
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: https://www.teses.usp.br/teses/disponiveis/46/46131/tde-11122023-154904/
Resumo: Angiogenesis is the formation of new blood vessels from existing ones, a process that contributes to health, but which also participates in human diseases. Cancer and retinopathies are examples of these diseases and for which antiangiogenic drugs have already proven effective for their treatments. However, these drugs still have limited effectiveness and not all patients respond to therapy. Therefore, it is urgent to better understand the molecular mechanisms of angiogenesis for the development of a new generation of angiogenic inhibitors. One of the difficulties in studying angiogenesis is due to the fact that blood vessels grow within tissues, which is not always easily reproduced in the laboratory. Therefore, animal models are important to study angiogenesis. Among them, we highlight the OIR (oxygen-induced retinopathy), an animal model that reproduces several aspects of retinopathy of prematurity, an angiogenesis-dependent disease. In previous works, we demonstrated that the transcriptome of the OIR model can be used to predict the severity of another angiogenesis-dependent disease: breast cancer. In this thesis work, we expand these studies by determining the proteome and lipome of the OIR model, integrating them with the already existing transcriptome data, to build a system biology model of the angiogenic retina. This model allowed identifying a lipid signature of pathological angiogenesis that favors the formation of lipid droplets and the production of mead acid, a marker of essential fatty acid deficiency. Corroborating these data, the proteomic analysis also revealed an abundance of proteins related to the metabolism and pathways of lipoproteins, cholesterol, chylomicrons and triacylglycerol. In summary, the integration of results from different omics technologies into a system biology platform allowed a better understanding of the molecular bases of pathological angiogenesis, with the identification of pathways and molecular markers for the development of new therapeutic and diagnostic alternatives for dependent diseases of angiogenesis, such as cancer and retinopathies.
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spelling A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseasesUm estudo de biologia de sistemas da retina angiogênica: identificação de novas vias e marcadores moleculares relevantes para doenças dependentes da angiogêneseAngiogêneseAngiogenesisbiologia de sistemaslipidômicaLipidomicsproteômicaproteomicsRetinopathyretinopatiaSystems biologytranscriptômicaTranscriptomicsAngiogenesis is the formation of new blood vessels from existing ones, a process that contributes to health, but which also participates in human diseases. Cancer and retinopathies are examples of these diseases and for which antiangiogenic drugs have already proven effective for their treatments. However, these drugs still have limited effectiveness and not all patients respond to therapy. Therefore, it is urgent to better understand the molecular mechanisms of angiogenesis for the development of a new generation of angiogenic inhibitors. One of the difficulties in studying angiogenesis is due to the fact that blood vessels grow within tissues, which is not always easily reproduced in the laboratory. Therefore, animal models are important to study angiogenesis. Among them, we highlight the OIR (oxygen-induced retinopathy), an animal model that reproduces several aspects of retinopathy of prematurity, an angiogenesis-dependent disease. In previous works, we demonstrated that the transcriptome of the OIR model can be used to predict the severity of another angiogenesis-dependent disease: breast cancer. In this thesis work, we expand these studies by determining the proteome and lipome of the OIR model, integrating them with the already existing transcriptome data, to build a system biology model of the angiogenic retina. This model allowed identifying a lipid signature of pathological angiogenesis that favors the formation of lipid droplets and the production of mead acid, a marker of essential fatty acid deficiency. Corroborating these data, the proteomic analysis also revealed an abundance of proteins related to the metabolism and pathways of lipoproteins, cholesterol, chylomicrons and triacylglycerol. In summary, the integration of results from different omics technologies into a system biology platform allowed a better understanding of the molecular bases of pathological angiogenesis, with the identification of pathways and molecular markers for the development of new therapeutic and diagnostic alternatives for dependent diseases of angiogenesis, such as cancer and retinopathies.A angiogênese é a formação de novos vasos sanguíneos a partir dos já existentes, processo que contribui para a saúde, mas que também participa de doenças humanas. Câncer e retinopatias são exemplos destas doenças e para as quais medicamentos antiangiogênicos já se mostraram eficazes para seus tratamentos. No entanto, esses medicamentos ainda apresentam eficácia limitada e nem todos os pacientes respondem à terapia. Por isso, é urgente compreender melhor os mecanismos moleculares da angiogênese para o desenvolvimento de uma nova geração de inibidores angiogênicos. Uma das dificuldades para estudar a angiogênese se dá pelo fato dos vasos sanguíneos crescerem dentro de tecidos, o que nem sempre é facilmente reproduzido no laboratório. Por isso, modelos animais são importantes para estudar a angiogênese. Dentre eles, destacamos o OIR (oxygen-induced retinopathy), modelo animal que reproduz vários aspectos da retinopatia da prematuridade, doença dependente de angiogênese. Em trabalhos anteriores, demonstramos que o transcriptoma do modelo OIR pode ser utilizado para prever a gravidade de outra doença dependente da angiogênese: o câncer de mama. Neste trabalho de tese, expandimos estes estudos determinando o proteoma e o lipidoma do modelo OIR, integrando-os com os dados já existentes de transcriptoma, para construir um modelo de biologia de sistema da retina angiogênica. Este modelo permitiu identificar uma assinatura lipídica da angiogênese patológica que favorece a formação de gotículas lipídicas e produção de ácido de mead (mead acid), um marcador de deficiência de ácidos graxos essenciais. Corroborando esses dados, a análise proteômica também revelou uma abundância de proteínas relacionadas com o metabolismo e vias de lipoproteínas, colesterol, quilomicrons e triacilglicerol. Em resumo, a integração dos resultados de diferentes tecnologias de ômicas numa plataforma de biologia de sistema permitiu uma melhor compreensão das bases moleculares da angiogênese patológica, com a identificação de vias e marcadores moleculares para o desenvolvimento de novas alternativas terapêuticas e diagnósticas para as doenças dependentes da angiogênese, como câncer e retinopatias.Biblioteca Digitais de Teses e Dissertações da USPGiordano, Ricardo JoséOliveira, Lilian Cristina Costa Alecrim de2023-03-24info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/46/46131/tde-11122023-154904/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/openAccesseng2024-01-23T14:36:03Zoai:teses.usp.br:tde-11122023-154904Biblioteca 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:27212024-01-23T14:36:03Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
Um estudo de biologia de sistemas da retina angiogênica: identificação de novas vias e marcadores moleculares relevantes para doenças dependentes da angiogênese
title A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
spellingShingle A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
Oliveira, Lilian Cristina Costa Alecrim de
Angiogênese
Angiogenesis
biologia de sistemas
lipidômica
Lipidomics
proteômica
proteomics
Retinopathy
retinopatia
Systems biology
transcriptômica
Transcriptomics
title_short A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
title_full A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
title_fullStr A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
title_full_unstemmed A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
title_sort A systems biology study of the angiogenic retina: identification of novel pathways and molecular markers relevant to angiogenesis-dependent diseases
author Oliveira, Lilian Cristina Costa Alecrim de
author_facet Oliveira, Lilian Cristina Costa Alecrim de
author_role author
dc.contributor.none.fl_str_mv Giordano, Ricardo José
dc.contributor.author.fl_str_mv Oliveira, Lilian Cristina Costa Alecrim de
dc.subject.por.fl_str_mv Angiogênese
Angiogenesis
biologia de sistemas
lipidômica
Lipidomics
proteômica
proteomics
Retinopathy
retinopatia
Systems biology
transcriptômica
Transcriptomics
topic Angiogênese
Angiogenesis
biologia de sistemas
lipidômica
Lipidomics
proteômica
proteomics
Retinopathy
retinopatia
Systems biology
transcriptômica
Transcriptomics
description Angiogenesis is the formation of new blood vessels from existing ones, a process that contributes to health, but which also participates in human diseases. Cancer and retinopathies are examples of these diseases and for which antiangiogenic drugs have already proven effective for their treatments. However, these drugs still have limited effectiveness and not all patients respond to therapy. Therefore, it is urgent to better understand the molecular mechanisms of angiogenesis for the development of a new generation of angiogenic inhibitors. One of the difficulties in studying angiogenesis is due to the fact that blood vessels grow within tissues, which is not always easily reproduced in the laboratory. Therefore, animal models are important to study angiogenesis. Among them, we highlight the OIR (oxygen-induced retinopathy), an animal model that reproduces several aspects of retinopathy of prematurity, an angiogenesis-dependent disease. In previous works, we demonstrated that the transcriptome of the OIR model can be used to predict the severity of another angiogenesis-dependent disease: breast cancer. In this thesis work, we expand these studies by determining the proteome and lipome of the OIR model, integrating them with the already existing transcriptome data, to build a system biology model of the angiogenic retina. This model allowed identifying a lipid signature of pathological angiogenesis that favors the formation of lipid droplets and the production of mead acid, a marker of essential fatty acid deficiency. Corroborating these data, the proteomic analysis also revealed an abundance of proteins related to the metabolism and pathways of lipoproteins, cholesterol, chylomicrons and triacylglycerol. In summary, the integration of results from different omics technologies into a system biology platform allowed a better understanding of the molecular bases of pathological angiogenesis, with the identification of pathways and molecular markers for the development of new therapeutic and diagnostic alternatives for dependent diseases of angiogenesis, such as cancer and retinopathies.
publishDate 2023
dc.date.none.fl_str_mv 2023-03-24
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.teses.usp.br/teses/disponiveis/46/46131/tde-11122023-154904/
url https://www.teses.usp.br/teses/disponiveis/46/46131/tde-11122023-154904/
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
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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
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reponame:Biblioteca Digital de Teses e Dissertações da USP
instname:Universidade de São Paulo (USP)
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reponame_str Biblioteca Digital de Teses e Dissertações da USP
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