Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts
Autor(a) principal: | |
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Data de Publicação: | 2024 |
Tipo de documento: | Dissertação |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10362/175432 |
Resumo: | Angiogenesis is the formation of new blood vessels from pre-existing ones and it is a well-recognized hallmark of cancer targeted in anti-tumoral therapies. Bevacizumab is a monoclonal antibody that specifically binds to VEGF-A and inhibits this process. Patient responses to this drug are highly heterogenous and no therapy biomarkers have been identified to date, highlighting the importance of better understanding its mechanism of action. Fior’s lab at the Champalimaud Foundation uses zebrafish tumor xenografts to study tumor-associated mechanisms. During a study to establish the feasibility of this model to screen bevacizumab, it was discovered that treated triple-negative breast cancer (Hs578T) xenografts presented a reduction in tumor size and a higher infiltration of proinflammatory tumor-associated macrophages (TAMs). This suggested that this drug was acting through the modulation of macrophages in the tumor microenvironment (TME). The aim of this work was to help unravel the molecular dynamics in the TME upon bevacizumab treatment in Hs578T zebrafish xenografts. To achieve this, computational and experimental approaches were used. The analysis of single-cell RNA sequencing (scRNA-seq) data of zebrafish TAMs revealed the presence of subpopulations with different immune profiles at an early timepoint, although few alterations were observed between the control and treatment groups. The low expression of VEGF-A receptors in these cells suggested that bevacizumab is acting via an inderect mechanism. scRNA-seq data of tumor cells at later timepoints allowed to identify therapy-resistant and -sensitive clusters, as well as several molecular pathways differentially enriched between conditions. Hippo signaling emerged as one possible mechanism bridging the communication between tumor and TAMS, mediating the action of bevacizumab. Vasculogenesis was upregulated in the treated cells, arising as a possible alternative process to angiogenesis. Confocal microscopy imaging of the TME unraveled that the vascular network of this model is mainly composed of vascular and not lymphatic endothelial cells, validating previous results obtained in the lab. Overall, this work contributed to explore the dynamics of Hs578T zebrafish xenografts upon bevacizumab treatment and enabled the construction of a proposed working model for this drug, which can serve as a guide for future research. |
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Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenograftsBevacizumabscRNA-seqZebrafish tumor xenograftsTumor-associated macrophagesHippo signalingDomínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e TecnologiasAngiogenesis is the formation of new blood vessels from pre-existing ones and it is a well-recognized hallmark of cancer targeted in anti-tumoral therapies. Bevacizumab is a monoclonal antibody that specifically binds to VEGF-A and inhibits this process. Patient responses to this drug are highly heterogenous and no therapy biomarkers have been identified to date, highlighting the importance of better understanding its mechanism of action. Fior’s lab at the Champalimaud Foundation uses zebrafish tumor xenografts to study tumor-associated mechanisms. During a study to establish the feasibility of this model to screen bevacizumab, it was discovered that treated triple-negative breast cancer (Hs578T) xenografts presented a reduction in tumor size and a higher infiltration of proinflammatory tumor-associated macrophages (TAMs). This suggested that this drug was acting through the modulation of macrophages in the tumor microenvironment (TME). The aim of this work was to help unravel the molecular dynamics in the TME upon bevacizumab treatment in Hs578T zebrafish xenografts. To achieve this, computational and experimental approaches were used. The analysis of single-cell RNA sequencing (scRNA-seq) data of zebrafish TAMs revealed the presence of subpopulations with different immune profiles at an early timepoint, although few alterations were observed between the control and treatment groups. The low expression of VEGF-A receptors in these cells suggested that bevacizumab is acting via an inderect mechanism. scRNA-seq data of tumor cells at later timepoints allowed to identify therapy-resistant and -sensitive clusters, as well as several molecular pathways differentially enriched between conditions. Hippo signaling emerged as one possible mechanism bridging the communication between tumor and TAMS, mediating the action of bevacizumab. Vasculogenesis was upregulated in the treated cells, arising as a possible alternative process to angiogenesis. Confocal microscopy imaging of the TME unraveled that the vascular network of this model is mainly composed of vascular and not lymphatic endothelial cells, validating previous results obtained in the lab. Overall, this work contributed to explore the dynamics of Hs578T zebrafish xenografts upon bevacizumab treatment and enabled the construction of a proposed working model for this drug, which can serve as a guide for future research.A angiogénese é a formação de novos vasos sanguíneos a partir de vasos pré-existentes e é uma característica tumoral frequentemente utilizada como alvo terapêutico. O bevacizumab é um anticorpo monoclonal que reconhece especificamente VEGF-A e inibe este processo. As respostas dos doentes a este fármaco são bastante heterogéneas e atualmente não existem biomarcadores identificados, realçando a importância de aumentar o conhecimento sobre o seu mecanismo de ação. O laboratório da Dr. Rita Fior na Fundação Champalimaud usa xenógrafos de peixes-zebra para estudar mecanismos tumorais. Durante um estudo com o objetivo de estabelecer a fiabilidade deste modelo para o screening de resposta ao bevacizumab, verificou-se que xenógrafos de cancro da mama triplo-negativo (Hs578T) apresentavam uma redução do tamanho dos tumores e um aumento da infiltração de macrófagos associados a tumores (TAMs) pró-inflamatórios. Isto sugere que este fármaco poderá atuar através da modelação dos macrófagos no microambiente tumoral (TME). O objetivo deste trabalho era contribuir para a compreensão dos mecanismos moleculares no TME durante o tratamento com bevacizumab em xenógrafos de peixe-zebra com células Hs578T. Para tal, foram utilizados métodos computacionais e experimentais. A análise de dados de sequenciação de RNA single-cell (scRNA-seq) de TAMs de peixe-zebra revelou a presença de subpopulações com diferentes perfis imunitários, apesar de terem sido observadas poucas diferenças entre os grupos controlo e tratamento. A expressão reduzida de recetores de VEGF-A indica que o bevacizumab estará a atuar nestas células de forma indireta. Dados de scRNA-seq de células tumorais permitiram identificar a presença de clusters resistentes e sensíveis a esta terapia, bem como diversos mecanismos moleculares alterados entre condições experimentais. A via de sinalização Hippo surgiu como um possível mecanismo a mediar a ação do bevacizumab entre os TAMs e as células tumorais. A vasculogénese encontrava-se upregulated nas células tratadas, apresentando-se como um possível mecanismo alternativo à angiogénese. Imagens de microscopia revelaram que a rede vascular deste modelo é maioritariamente composta por células endotelial sanguíneas e não linfáticas, validando resultados previamente obtidos no laboratório. Sumariamente, este trabalho contribuiu para explorar as dinâmicas dos xenógrafos de peixe-zebra Hs578T durante o tratamento com bevacizumab e permitiu propor um modelo para o seu modo de ação, que poderá servir de guia para estudos futuros.Grosso, AnaFior, RitaRUNCardoso, Sara Filipa Tavares2024-11-072026-09-01T00:00:00Z2024-11-07T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/175432enginfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-11-25T01:37:04Zoai:run.unl.pt:10362/175432Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-11-25T01:37:04Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
title |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
spellingShingle |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts Cardoso, Sara Filipa Tavares Bevacizumab scRNA-seq Zebrafish tumor xenografts Tumor-associated macrophages Hippo signaling Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias |
title_short |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
title_full |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
title_fullStr |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
title_full_unstemmed |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
title_sort |
Unveiling an alternative mechanism of action for bevacizumab therapy using breast cancer xenografts |
author |
Cardoso, Sara Filipa Tavares |
author_facet |
Cardoso, Sara Filipa Tavares |
author_role |
author |
dc.contributor.none.fl_str_mv |
Grosso, Ana Fior, Rita RUN |
dc.contributor.author.fl_str_mv |
Cardoso, Sara Filipa Tavares |
dc.subject.por.fl_str_mv |
Bevacizumab scRNA-seq Zebrafish tumor xenografts Tumor-associated macrophages Hippo signaling Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias |
topic |
Bevacizumab scRNA-seq Zebrafish tumor xenografts Tumor-associated macrophages Hippo signaling Domínio/Área Científica::Engenharia e Tecnologia::Outras Engenharias e Tecnologias |
description |
Angiogenesis is the formation of new blood vessels from pre-existing ones and it is a well-recognized hallmark of cancer targeted in anti-tumoral therapies. Bevacizumab is a monoclonal antibody that specifically binds to VEGF-A and inhibits this process. Patient responses to this drug are highly heterogenous and no therapy biomarkers have been identified to date, highlighting the importance of better understanding its mechanism of action. Fior’s lab at the Champalimaud Foundation uses zebrafish tumor xenografts to study tumor-associated mechanisms. During a study to establish the feasibility of this model to screen bevacizumab, it was discovered that treated triple-negative breast cancer (Hs578T) xenografts presented a reduction in tumor size and a higher infiltration of proinflammatory tumor-associated macrophages (TAMs). This suggested that this drug was acting through the modulation of macrophages in the tumor microenvironment (TME). The aim of this work was to help unravel the molecular dynamics in the TME upon bevacizumab treatment in Hs578T zebrafish xenografts. To achieve this, computational and experimental approaches were used. The analysis of single-cell RNA sequencing (scRNA-seq) data of zebrafish TAMs revealed the presence of subpopulations with different immune profiles at an early timepoint, although few alterations were observed between the control and treatment groups. The low expression of VEGF-A receptors in these cells suggested that bevacizumab is acting via an inderect mechanism. scRNA-seq data of tumor cells at later timepoints allowed to identify therapy-resistant and -sensitive clusters, as well as several molecular pathways differentially enriched between conditions. Hippo signaling emerged as one possible mechanism bridging the communication between tumor and TAMS, mediating the action of bevacizumab. Vasculogenesis was upregulated in the treated cells, arising as a possible alternative process to angiogenesis. Confocal microscopy imaging of the TME unraveled that the vascular network of this model is mainly composed of vascular and not lymphatic endothelial cells, validating previous results obtained in the lab. Overall, this work contributed to explore the dynamics of Hs578T zebrafish xenografts upon bevacizumab treatment and enabled the construction of a proposed working model for this drug, which can serve as a guide for future research. |
publishDate |
2024 |
dc.date.none.fl_str_mv |
2024-11-07 2024-11-07T00:00:00Z 2026-09-01T00:00:00Z |
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://hdl.handle.net/10362/175432 |
url |
http://hdl.handle.net/10362/175432 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/embargoedAccess |
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embargoedAccess |
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application/pdf |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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RCAAP |
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RCAAP |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
mluisa.alvim@gmail.com |
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1817549568767688704 |