Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1

Detalhes bibliográficos
Autor(a) principal: Ramasamy, Dharshna Priya Kondalu
Data de Publicação: 2022
Tipo de documento: Tese
Idioma: eng
Título da fonte: Biblioteca Digital de Teses e Dissertações da USP
Texto Completo: https://www.teses.usp.br/teses/disponiveis/10/10132/tde-02052023-151136/
Resumo: Breast cancer is the most prevalent cancer among women. Among the subtypes of breast cancer, the basal-like Triple Negative Breast Cancer (TNBC) is the most aggressive type and it displays the poorest prognosis within the ductal carcinoma subtype. Due to the lack of adequate molecular targets, the diagnosis and treatment of patients with TNBC phenotype have been a great challenge. To understand the biology of TNBC, our laboratory has studied the difference in the expression of CD90/Thy-1 which is overexpressed in the malignant Hs578T basal-like TNBC cell line and no expressed in the non-malignant MCF10A. Further, the study has been extended to investigate the role of CD90, in that CD90 was overexpressed in MCF10A non-malignant epithelial cell line (MCF10A/CD90) and silenced in Hs578T highly malignant cell line (Hs578T/CD90sh) based on the functional genetic approach. This study has shown the involvement of CD90 in several cellular processes which take part in malignant transformation. In this context, based on a systematic literature review, we first construct the signaling pathway of target genes and proteins involved in TNBC signalling pathways. Applying the quantitative mass spectrometry-based proteomic approach to identify the differential proteins in breast epithelial MCF10A cells, cancerous Hs578T cells, and functionally modified cell lines with CD90 (MCF10A/CD90+ and Hs578T/CD90sh). The proteomic data were analyzed using downstream bioinformatics approaches (MaxQuant and Perseus) to find the differentially quantified proteins in modified cell lineages (MCF10A/CD90+ and Hs578T/CD90sh) compared to the respective cells without modification (wildtype control cells). The quantitative proteomics data analysis have shown forty-four differential expressed proteins (DEPs) in MCF10A overexpressing CD90 and sixty- eight proteins in Hs578T silencing CD90. Finally, the comparison between CD90- associated differential expressed proteins with the constructed signalling pathway associated with TNBC have shown the dysregulation of signalling pathways such as EGFR, VEGFR, HIF1 α, WNT, TGF- β, and STAT3. Hence, CD90 can be considered the promising TNBC tumor marker, indicating new therapeutic targets to interfere with.
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spelling Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1Análise das vias de sinalização utilizando ferramentas de bioinformática em linhagens de células de mama superexpressando (MCF10A/CD90+) ou silenciadas (Hs578T/shCD90) para CD90/Thy-1 em modelo de câncer de mama triplo negativoBreast cancerCâncer de mamaCâncer de mama triplo negativoEspectrometria de massaMass-spectrometryProteômicaProteomicsSignaling pathwaysTriple negative breast cancerVias de sinalizaçãoBreast cancer is the most prevalent cancer among women. Among the subtypes of breast cancer, the basal-like Triple Negative Breast Cancer (TNBC) is the most aggressive type and it displays the poorest prognosis within the ductal carcinoma subtype. Due to the lack of adequate molecular targets, the diagnosis and treatment of patients with TNBC phenotype have been a great challenge. To understand the biology of TNBC, our laboratory has studied the difference in the expression of CD90/Thy-1 which is overexpressed in the malignant Hs578T basal-like TNBC cell line and no expressed in the non-malignant MCF10A. Further, the study has been extended to investigate the role of CD90, in that CD90 was overexpressed in MCF10A non-malignant epithelial cell line (MCF10A/CD90) and silenced in Hs578T highly malignant cell line (Hs578T/CD90sh) based on the functional genetic approach. This study has shown the involvement of CD90 in several cellular processes which take part in malignant transformation. In this context, based on a systematic literature review, we first construct the signaling pathway of target genes and proteins involved in TNBC signalling pathways. Applying the quantitative mass spectrometry-based proteomic approach to identify the differential proteins in breast epithelial MCF10A cells, cancerous Hs578T cells, and functionally modified cell lines with CD90 (MCF10A/CD90+ and Hs578T/CD90sh). The proteomic data were analyzed using downstream bioinformatics approaches (MaxQuant and Perseus) to find the differentially quantified proteins in modified cell lineages (MCF10A/CD90+ and Hs578T/CD90sh) compared to the respective cells without modification (wildtype control cells). The quantitative proteomics data analysis have shown forty-four differential expressed proteins (DEPs) in MCF10A overexpressing CD90 and sixty- eight proteins in Hs578T silencing CD90. Finally, the comparison between CD90- associated differential expressed proteins with the constructed signalling pathway associated with TNBC have shown the dysregulation of signalling pathways such as EGFR, VEGFR, HIF1 α, WNT, TGF- β, and STAT3. Hence, CD90 can be considered the promising TNBC tumor marker, indicating new therapeutic targets to interfere with.O câncer de mama é o câncer mais prevalente entre as mulheres. Entre os subtipos de câncer de mama, o câncer de mama triplo negativo basal-like (TNBC) é o tipo mais agressivo e apresenta o pior prognóstico dentro do subtipo de carcinoma ductal. Devido à falta de alvos moleculares adequados, o diagnóstico e tratamento de pacientes com fenótipo TNBC têm sido um grande desafio. Para entender a biologia do TNBC, nosso laboratório vem estudando a diferença na expressão de CD90/Thy- 1, que é alta na linhagem de células TNBC malignas Hs578T basal-like e baixa na linhagem não maligna MCF10A, investigando o papel do CD90, superexpresso em na linhagem celular epitelial não maligna MCF10A (MCF10A/CD90) e silenciado na linhagem celular altamente maligna Hs578T (Hs578T/CD90sh) com base na abordagem genética funcional. Este estudo prévio mostrou o envolvimento do CD90 em vários processos celulares que participam da transformação maligna. Nesse contexto, com base em uma revisão sistemática da literatura, construímos uma via de sinalização hipotética composta por genes alvos e proteínas associadas com as vias de sinalização em TNBC correlacionadas com CD90. Aplicamos a abordagem proteômica baseada em espectrometria de massa quantitativa para identificar as proteínas diferenciais em células epiteliais mamárias MCF10A e células cancerosas Hs578T não interferidas para CD90 (células parentais controles) e linhagens celulares funcionalmente modificadas com CD90 (MCF10A/CD90+ e Hs578T/CD90sh). Os dados proteômicos foram analisados usando abordagens de bioinformática a jusante (MaxQuant e Perseus) para encontrar as proteínas com quantificação alterada em comparação com as respectivas células sem modificação. Ao final foram identificadas quarenta e quatro proteínas expressas diferencialmente (DEPs) em MCF10A superexpressando CD90+ e sessenta e oito proteínas DEPs em na linhagem Hs578T silenciando CD90. Finalmente, a comparação entre proteínas expressas diferencialmente associadas a CD90 com a via de sinalização construída associada a TNBC mostrou a alteração de vias de sinalização como EGFR, VEGFR, HIF1α, WNT, TGF-β e STAT3. Assim, o CD90 pode ser considerado um promissor marcador tumoral para TNBC e indicando novos alvos terapêuticos para interferência.Biblioteca Digitais de Teses e Dissertações da USPNishiyama, Ana Claudia Oliveira CarreiraRamasamy, Dharshna Priya Kondalu2022-10-13info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisapplication/pdfhttps://www.teses.usp.br/teses/disponiveis/10/10132/tde-02052023-151136/reponame:Biblioteca Digital de Teses e Dissertações da USPinstname:Universidade de São Paulo (USP)instacron:USPReter o conteúdo por motivos de patente, publicação e/ou direitos autoriais.info:eu-repo/semantics/openAccesseng2023-11-17T13:55:03Zoai:teses.usp.br:tde-02052023-151136Biblioteca 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:27212023-11-17T13:55:03Biblioteca Digital de Teses e Dissertações da USP - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
Análise das vias de sinalização utilizando ferramentas de bioinformática em linhagens de células de mama superexpressando (MCF10A/CD90+) ou silenciadas (Hs578T/shCD90) para CD90/Thy-1 em modelo de câncer de mama triplo negativo
title Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
spellingShingle Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
Ramasamy, Dharshna Priya Kondalu
Breast cancer
Câncer de mama
Câncer de mama triplo negativo
Espectrometria de massa
Mass-spectrometry
Proteômica
Proteomics
Signaling pathways
Triple negative breast cancer
Vias de sinalização
title_short Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
title_full Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
title_fullStr Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
title_full_unstemmed Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
title_sort Constructing signaling pathways with bioinformatics tools using as model the basal-like breast cell lines overexpressing (MCF10A/CD90+) or silenced (Hs578T/shCD90) for CD90/Thy-1
author Ramasamy, Dharshna Priya Kondalu
author_facet Ramasamy, Dharshna Priya Kondalu
author_role author
dc.contributor.none.fl_str_mv Nishiyama, Ana Claudia Oliveira Carreira
dc.contributor.author.fl_str_mv Ramasamy, Dharshna Priya Kondalu
dc.subject.por.fl_str_mv Breast cancer
Câncer de mama
Câncer de mama triplo negativo
Espectrometria de massa
Mass-spectrometry
Proteômica
Proteomics
Signaling pathways
Triple negative breast cancer
Vias de sinalização
topic Breast cancer
Câncer de mama
Câncer de mama triplo negativo
Espectrometria de massa
Mass-spectrometry
Proteômica
Proteomics
Signaling pathways
Triple negative breast cancer
Vias de sinalização
description Breast cancer is the most prevalent cancer among women. Among the subtypes of breast cancer, the basal-like Triple Negative Breast Cancer (TNBC) is the most aggressive type and it displays the poorest prognosis within the ductal carcinoma subtype. Due to the lack of adequate molecular targets, the diagnosis and treatment of patients with TNBC phenotype have been a great challenge. To understand the biology of TNBC, our laboratory has studied the difference in the expression of CD90/Thy-1 which is overexpressed in the malignant Hs578T basal-like TNBC cell line and no expressed in the non-malignant MCF10A. Further, the study has been extended to investigate the role of CD90, in that CD90 was overexpressed in MCF10A non-malignant epithelial cell line (MCF10A/CD90) and silenced in Hs578T highly malignant cell line (Hs578T/CD90sh) based on the functional genetic approach. This study has shown the involvement of CD90 in several cellular processes which take part in malignant transformation. In this context, based on a systematic literature review, we first construct the signaling pathway of target genes and proteins involved in TNBC signalling pathways. Applying the quantitative mass spectrometry-based proteomic approach to identify the differential proteins in breast epithelial MCF10A cells, cancerous Hs578T cells, and functionally modified cell lines with CD90 (MCF10A/CD90+ and Hs578T/CD90sh). The proteomic data were analyzed using downstream bioinformatics approaches (MaxQuant and Perseus) to find the differentially quantified proteins in modified cell lineages (MCF10A/CD90+ and Hs578T/CD90sh) compared to the respective cells without modification (wildtype control cells). The quantitative proteomics data analysis have shown forty-four differential expressed proteins (DEPs) in MCF10A overexpressing CD90 and sixty- eight proteins in Hs578T silencing CD90. Finally, the comparison between CD90- associated differential expressed proteins with the constructed signalling pathway associated with TNBC have shown the dysregulation of signalling pathways such as EGFR, VEGFR, HIF1 α, WNT, TGF- β, and STAT3. Hence, CD90 can be considered the promising TNBC tumor marker, indicating new therapeutic targets to interfere with.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-13
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/10/10132/tde-02052023-151136/
url https://www.teses.usp.br/teses/disponiveis/10/10132/tde-02052023-151136/
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv
dc.rights.driver.fl_str_mv Reter o conteúdo por motivos de patente, publicação e/ou direitos autoriais.
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Reter o conteúdo por motivos de patente, publicação e/ou direitos autoriais.
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
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