Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas

Detalhes bibliográficos
Autor(a) principal: Sartori, Juliano
Data de Publicação: 2016
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da PUC_RS
Texto Completo: http://tede2.pucrs.br/tede2/handle/tede/7150
Resumo: Despite the advances resulting from the molecular characterization of breast cancer that allowed the use of more selective therapeutic targets, the disease still causes different clinical outcomes with high rates of recurrence and mortality. In this context of complexity and heterogeneity of breast cancer, are important the investigations of new biomolecular markers related to breast oncogenesis that may contribute to know the prognosis and improve the clinical management of patients. The sirtuin-1 (SIRT-1) is a histone deacetylase implicated in various epigenetic critical functions into cells, among these, the maintenance of genomic stability, proliferation and cell aging. The aim of this study was to investigate the grade of expression of the sirtuin- 1 (SIRT-1) in a cohort of 457 women with breast cancer and verify the effect, independent or in combination with other variables in the prognosis of these patients. It is a survival analysis study based on hospital medical records of women with breast cancer undergoing treatment in Erechim-RS from 2003 to 2013 and followed until 31 July 2015. The analysis of the grade of SIRT-1 expression was performed by immunohistochemistry in 123 patients (26.9%) of the total cohort. Overall survival specific disease (OS) was estimated by the Kaplan-Meier method and the risk of death from breast cancer by the method of Cox proportional hazards. The research was approved by the Research Ethics Committee of PUC-RS as reported number 465.362. The median age was 57.4 years and the median estimate of breast cancer survival was 79.6% at 5 years and 69.1% at 10 years, with median follow-up time of 61.9 months. Risk factors associated with worse prognosis were: age between 60 and 69 years (HR = 1.88; 95% CI 1.02 - 3.44; p = 0.042); older than 70 years (HR = 2.92; CI 95% 1.70 - 5.01; p = 0.000); tumor size greater than 2 cm (HR = 1.86; CI 95% 1.04 -3.36; p = 0.038); metastasis in 4 or more axillary lymph nodes (HR = 2.37; CI 95% 1.38 - 4.08; p = 0.002); located clinical staging (CS II, TNM) (HR = 3.39; CI 95% 1.35 - 8.51; p = 0.009); advanced clinical staging (CS III, TNM) (HR = 6.32; CI 95% 2.49-16.08; p = 0.000); high histologic grade (HR = 6.32; CI 95% 1.63 - 29.99; p = 0.008); triple negative molecular profile (HR = 2.33; CI 95% 1.19 - 4.58; p = 0.014) and radical surgery (HR = 2.10; CI 95% 1.31 - 3.36; p = 0.002). The positive expression of progesterone receptor (HR = 0.52, CI 95% 0.34 - 0.79; p = 0.002) was a better prognostic factor for patients. The grade of overexpression of SIRT-1, defined as nuclear expression of SIRT-1 greater than 80% was observed in 6.5% of cases. The SIRT-1 overexpression characterized a subgroup of women who had a worse prognosis with shorter survival and increased risk of death from breast cancer (HR = 2.66; CI 95% 1.03 - 6.86; p = 0.043). Multivariate regressive models (Cox) were constructed and the overexpression of SIRT-1 remained significant statistic demonstrating independent factor associated with worse prognostic in breast cancer. Therefore, the evaluation of the grade of expression of the SIRT-1, in the cohort of Erechim-RS, proved to be an independent prognostic marker for analysis of the risk of death from breast cancer.
id P_RS_cf1a93c490d4cc33c4fab8fa57e14f9d
oai_identifier_str oai:tede2.pucrs.br:tede/7150
network_acronym_str P_RS
network_name_str Biblioteca Digital de Teses e Dissertações da PUC_RS
repository_id_str
spelling Schneider, Rodolfo Herberto626.342.080-49http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4769920A7589.055.450-68http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4706903H7Sartori, Juliano2017-03-10T15:09:55Z2016-12-02http://tede2.pucrs.br/tede2/handle/tede/7150Despite the advances resulting from the molecular characterization of breast cancer that allowed the use of more selective therapeutic targets, the disease still causes different clinical outcomes with high rates of recurrence and mortality. In this context of complexity and heterogeneity of breast cancer, are important the investigations of new biomolecular markers related to breast oncogenesis that may contribute to know the prognosis and improve the clinical management of patients. The sirtuin-1 (SIRT-1) is a histone deacetylase implicated in various epigenetic critical functions into cells, among these, the maintenance of genomic stability, proliferation and cell aging. The aim of this study was to investigate the grade of expression of the sirtuin- 1 (SIRT-1) in a cohort of 457 women with breast cancer and verify the effect, independent or in combination with other variables in the prognosis of these patients. It is a survival analysis study based on hospital medical records of women with breast cancer undergoing treatment in Erechim-RS from 2003 to 2013 and followed until 31 July 2015. The analysis of the grade of SIRT-1 expression was performed by immunohistochemistry in 123 patients (26.9%) of the total cohort. Overall survival specific disease (OS) was estimated by the Kaplan-Meier method and the risk of death from breast cancer by the method of Cox proportional hazards. The research was approved by the Research Ethics Committee of PUC-RS as reported number 465.362. The median age was 57.4 years and the median estimate of breast cancer survival was 79.6% at 5 years and 69.1% at 10 years, with median follow-up time of 61.9 months. Risk factors associated with worse prognosis were: age between 60 and 69 years (HR = 1.88; 95% CI 1.02 - 3.44; p = 0.042); older than 70 years (HR = 2.92; CI 95% 1.70 - 5.01; p = 0.000); tumor size greater than 2 cm (HR = 1.86; CI 95% 1.04 -3.36; p = 0.038); metastasis in 4 or more axillary lymph nodes (HR = 2.37; CI 95% 1.38 - 4.08; p = 0.002); located clinical staging (CS II, TNM) (HR = 3.39; CI 95% 1.35 - 8.51; p = 0.009); advanced clinical staging (CS III, TNM) (HR = 6.32; CI 95% 2.49-16.08; p = 0.000); high histologic grade (HR = 6.32; CI 95% 1.63 - 29.99; p = 0.008); triple negative molecular profile (HR = 2.33; CI 95% 1.19 - 4.58; p = 0.014) and radical surgery (HR = 2.10; CI 95% 1.31 - 3.36; p = 0.002). The positive expression of progesterone receptor (HR = 0.52, CI 95% 0.34 - 0.79; p = 0.002) was a better prognostic factor for patients. The grade of overexpression of SIRT-1, defined as nuclear expression of SIRT-1 greater than 80% was observed in 6.5% of cases. The SIRT-1 overexpression characterized a subgroup of women who had a worse prognosis with shorter survival and increased risk of death from breast cancer (HR = 2.66; CI 95% 1.03 - 6.86; p = 0.043). Multivariate regressive models (Cox) were constructed and the overexpression of SIRT-1 remained significant statistic demonstrating independent factor associated with worse prognostic in breast cancer. Therefore, the evaluation of the grade of expression of the SIRT-1, in the cohort of Erechim-RS, proved to be an independent prognostic marker for analysis of the risk of death from breast cancer.Apesar dos avanços decorrentes da caracterização molecular do câncer de mama que permitiram o emprego de alvos terapêuticos mais seletivos, a doença ainda ocasiona diferentes desfechos clínicos, com elevadas taxas de recidiva e mortalidade. Neste contexto de complexidade e heterogeneidade do câncer de mama, são importantes as investigações de novos marcadores biomoleculares relacionados à oncogênese mamária que possam contribuir para conhecer o prognóstico e aprimorar o manejo clínico das pacientes. A Sirtuína-1 (SIRT-1) é uma histona desacetilase implicada em diversas funções epigenéticas críticas para as células, dentre estas, a manutenção da estabilidade genômica, a proliferação e o envelhecimento celular. O objetivo deste estudo foi investigar o grau de expressão da Sirtuína-1 (SIRT-1) em uma coorte de 457 mulheres portadoras de câncer de mama e verificar o seu efeito, independente ou em associação a outras variáveis, no prognóstico destas pacientes. Trata-se de um estudo de análise de sobrevida com base em registros de mulheres portadoras de câncer de mama submetidas a tratamento em Erechim-RS no período de 2003 a 2013 com seguimento até 31 de julho de 2015. A análise do grau de expressão de SIRT-1 foi realizada por técnica de imuno-histoquímica em 123 pacientes (26,9%) do total da coorte. A sobrevida global doença específica foi estimada pelo método de Kaplan-Meier e, o risco de morte, por câncer de mama, pelo método de riscos proporcionais de Cox. A pesquisa foi aprovada no Comitê de Ética e Pesquisa da PUC-RS, sob nº 465.362. A idade mediana foi de 57,4 anos e a estimativa mediana de sobrevida por câncer de mama foi de 79,6% em 5 anos e 69,1% em 10 anos, com tempo mediano de seguimento de 61,9 meses. Os fatores de risco associados a pior prognóstico foram: faixa etária entre 60 e 69 anos (HR=1,88; IC95% 1,02-3,44; p=0,042); faixa etária maior que 70 anos (HR=2,92; IC95% 1,70-5,01; p=0,000); tamanho tumoral acima de 2 cm (HR=1,86; IC95% 1,04-3,36; p=0,038); presença de metástase em 4 linfonodos axilares ou mais (HR=2,37; IC95% 1,38-4,08; p=0,002); estadiamento clínico localizado (EC II,TNM) (HR=3,39; IC95% 1,35-8,51; p=0,009); estadiamento clínico avançado (EC III,TNM) (HR=6,32; IC95% 2,49-16,08; p=0,000); grau histológico alto (HR=6,32; IC95% 1,63-29,99; p=0,008); perfil molecular triplo negativo (HR=2,33; IC95% 1,19-4,58; p=0,014) e a cirurgia radical (HR=2,10; IC95% 1,31-3,36; p=0,002). A expressão positiva do receptor de progesterona (HR=0,52; IC95% 0,34- 0,79; p=0,002) foi um fator de melhor prognóstico para as pacientes. O grau de hiperexpressão da SIRT-1, definida como expressão nuclear da SIRT-1 maior que 80%, foi verificada em 6,5% dos casos. A hiperexpressão da SIRT-1 caracterizou um subgrupo de mulheres que apresentaram pior prognóstico, com menor sobrevida e maior risco de morte por câncer de mama (HR=2,66; IC95% 1,03-6,86; p=0,043). Foram elaborados modelos regressivos multivariados (Cox) e a hiperexpressão de SIRT-1 manteve significância estatística demonstrando fator independente associado a pior prognóstico no câncer de mama. Portanto, a avaliação do grau de expressão da SIRT-1, na coorte de Erechim-RS, demonstrou ser um marcador independente para determinar o prognóstico no câncer de mama.Submitted by Setor de Tratamento da Informação - BC/PUCRS (tede2@pucrs.br) on 2017-03-10T15:09:55Z No. of bitstreams: 1 TES_JULIANO_SARTORI_COMPLETO.pdf: 9083435 bytes, checksum: 6cadde5ff4cace9cc886d4131547c873 (MD5)Made available in DSpace on 2017-03-10T15:09:55Z (GMT). No. of bitstreams: 1 TES_JULIANO_SARTORI_COMPLETO.pdf: 9083435 bytes, checksum: 6cadde5ff4cace9cc886d4131547c873 (MD5) Previous issue date: 2016-12-02application/pdfhttp://tede2.pucrs.br:80/tede2/retrieve/167408/TES_JULIANO_SARTORI_COMPLETO.pdf.jpgporPontifícia Universidade Católica do Rio Grande do SulPrograma de Pós-Graduação em Gerontologia BiomédicaPUCRSBrasilInstituto de Geriatria e GerontologiaNEOPLASIAS DA MAMAIMUNOISTOQUÍMICACARCINOGÊNESEMEDICINACIENCIAS DA SAUDE::MEDICINAGrau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicasinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis44386614769531790336006006002296420844541114010-969369452308786627info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da PUC_RSinstname:Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)instacron:PUC_RSTHUMBNAILTES_JULIANO_SARTORI_COMPLETO.pdf.jpgTES_JULIANO_SARTORI_COMPLETO.pdf.jpgimage/jpeg4244http://tede2.pucrs.br/tede2/bitstream/tede/7150/5/TES_JULIANO_SARTORI_COMPLETO.pdf.jpg673b43060c27fab5ff35bd09fae1fbbcMD55TEXTTES_JULIANO_SARTORI_COMPLETO.pdf.txtTES_JULIANO_SARTORI_COMPLETO.pdf.txttext/plain308582http://tede2.pucrs.br/tede2/bitstream/tede/7150/4/TES_JULIANO_SARTORI_COMPLETO.pdf.txted2dee887533dff8d655ad2bc4046331MD54LICENSElicense.txtlicense.txttext/plain; charset=utf-8610http://tede2.pucrs.br/tede2/bitstream/tede/7150/3/license.txt5a9d6006225b368ef605ba16b4f6d1beMD53ORIGINALTES_JULIANO_SARTORI_COMPLETO.pdfTES_JULIANO_SARTORI_COMPLETO.pdfapplication/pdf9083435http://tede2.pucrs.br/tede2/bitstream/tede/7150/2/TES_JULIANO_SARTORI_COMPLETO.pdf6cadde5ff4cace9cc886d4131547c873MD52tede/71502017-03-10 20:01:16.272oai:tede2.pucrs.br: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Biblioteca Digital de Teses e Dissertaçõeshttp://tede2.pucrs.br/tede2/PRIhttps://tede2.pucrs.br/oai/requestbiblioteca.central@pucrs.br||opendoar:2017-03-10T23:01:16Biblioteca Digital de Teses e Dissertações da PUC_RS - Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)false
dc.title.por.fl_str_mv Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
title Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
spellingShingle Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
Sartori, Juliano
NEOPLASIAS DA MAMA
IMUNOISTOQUÍMICA
CARCINOGÊNESE
MEDICINA
CIENCIAS DA SAUDE::MEDICINA
title_short Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
title_full Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
title_fullStr Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
title_full_unstemmed Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
title_sort Grau de expressão da sirtuína-1 (SIRT-1) em tecido tumoral de mulheres com câncer de mama : valor prognóstico independente ou associado a variáveis clínicas, histopatológicas e imuno-histoquímicas
author Sartori, Juliano
author_facet Sartori, Juliano
author_role author
dc.contributor.advisor1.fl_str_mv Schneider, Rodolfo Herberto
dc.contributor.advisor1ID.fl_str_mv 626.342.080-49
dc.contributor.advisor1Lattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4769920A7
dc.contributor.authorID.fl_str_mv 589.055.450-68
dc.contributor.authorLattes.fl_str_mv http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4706903H7
dc.contributor.author.fl_str_mv Sartori, Juliano
contributor_str_mv Schneider, Rodolfo Herberto
dc.subject.por.fl_str_mv NEOPLASIAS DA MAMA
IMUNOISTOQUÍMICA
CARCINOGÊNESE
MEDICINA
topic NEOPLASIAS DA MAMA
IMUNOISTOQUÍMICA
CARCINOGÊNESE
MEDICINA
CIENCIAS DA SAUDE::MEDICINA
dc.subject.cnpq.fl_str_mv CIENCIAS DA SAUDE::MEDICINA
description Despite the advances resulting from the molecular characterization of breast cancer that allowed the use of more selective therapeutic targets, the disease still causes different clinical outcomes with high rates of recurrence and mortality. In this context of complexity and heterogeneity of breast cancer, are important the investigations of new biomolecular markers related to breast oncogenesis that may contribute to know the prognosis and improve the clinical management of patients. The sirtuin-1 (SIRT-1) is a histone deacetylase implicated in various epigenetic critical functions into cells, among these, the maintenance of genomic stability, proliferation and cell aging. The aim of this study was to investigate the grade of expression of the sirtuin- 1 (SIRT-1) in a cohort of 457 women with breast cancer and verify the effect, independent or in combination with other variables in the prognosis of these patients. It is a survival analysis study based on hospital medical records of women with breast cancer undergoing treatment in Erechim-RS from 2003 to 2013 and followed until 31 July 2015. The analysis of the grade of SIRT-1 expression was performed by immunohistochemistry in 123 patients (26.9%) of the total cohort. Overall survival specific disease (OS) was estimated by the Kaplan-Meier method and the risk of death from breast cancer by the method of Cox proportional hazards. The research was approved by the Research Ethics Committee of PUC-RS as reported number 465.362. The median age was 57.4 years and the median estimate of breast cancer survival was 79.6% at 5 years and 69.1% at 10 years, with median follow-up time of 61.9 months. Risk factors associated with worse prognosis were: age between 60 and 69 years (HR = 1.88; 95% CI 1.02 - 3.44; p = 0.042); older than 70 years (HR = 2.92; CI 95% 1.70 - 5.01; p = 0.000); tumor size greater than 2 cm (HR = 1.86; CI 95% 1.04 -3.36; p = 0.038); metastasis in 4 or more axillary lymph nodes (HR = 2.37; CI 95% 1.38 - 4.08; p = 0.002); located clinical staging (CS II, TNM) (HR = 3.39; CI 95% 1.35 - 8.51; p = 0.009); advanced clinical staging (CS III, TNM) (HR = 6.32; CI 95% 2.49-16.08; p = 0.000); high histologic grade (HR = 6.32; CI 95% 1.63 - 29.99; p = 0.008); triple negative molecular profile (HR = 2.33; CI 95% 1.19 - 4.58; p = 0.014) and radical surgery (HR = 2.10; CI 95% 1.31 - 3.36; p = 0.002). The positive expression of progesterone receptor (HR = 0.52, CI 95% 0.34 - 0.79; p = 0.002) was a better prognostic factor for patients. The grade of overexpression of SIRT-1, defined as nuclear expression of SIRT-1 greater than 80% was observed in 6.5% of cases. The SIRT-1 overexpression characterized a subgroup of women who had a worse prognosis with shorter survival and increased risk of death from breast cancer (HR = 2.66; CI 95% 1.03 - 6.86; p = 0.043). Multivariate regressive models (Cox) were constructed and the overexpression of SIRT-1 remained significant statistic demonstrating independent factor associated with worse prognostic in breast cancer. Therefore, the evaluation of the grade of expression of the SIRT-1, in the cohort of Erechim-RS, proved to be an independent prognostic marker for analysis of the risk of death from breast cancer.
publishDate 2016
dc.date.issued.fl_str_mv 2016-12-02
dc.date.accessioned.fl_str_mv 2017-03-10T15:09:55Z
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 http://tede2.pucrs.br/tede2/handle/tede/7150
url http://tede2.pucrs.br/tede2/handle/tede/7150
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 4438661476953179033
dc.relation.confidence.fl_str_mv 600
600
600
dc.relation.department.fl_str_mv 2296420844541114010
dc.relation.cnpq.fl_str_mv -969369452308786627
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Pontifícia Universidade Católica do Rio Grande do Sul
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Gerontologia Biomédica
dc.publisher.initials.fl_str_mv PUCRS
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Geriatria e Gerontologia
publisher.none.fl_str_mv Pontifícia Universidade Católica do Rio Grande do Sul
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da PUC_RS
instname:Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
instacron:PUC_RS
instname_str Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
instacron_str PUC_RS
institution PUC_RS
reponame_str Biblioteca Digital de Teses e Dissertações da PUC_RS
collection Biblioteca Digital de Teses e Dissertações da PUC_RS
bitstream.url.fl_str_mv http://tede2.pucrs.br/tede2/bitstream/tede/7150/5/TES_JULIANO_SARTORI_COMPLETO.pdf.jpg
http://tede2.pucrs.br/tede2/bitstream/tede/7150/4/TES_JULIANO_SARTORI_COMPLETO.pdf.txt
http://tede2.pucrs.br/tede2/bitstream/tede/7150/3/license.txt
http://tede2.pucrs.br/tede2/bitstream/tede/7150/2/TES_JULIANO_SARTORI_COMPLETO.pdf
bitstream.checksum.fl_str_mv 673b43060c27fab5ff35bd09fae1fbbc
ed2dee887533dff8d655ad2bc4046331
5a9d6006225b368ef605ba16b4f6d1be
6cadde5ff4cace9cc886d4131547c873
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da PUC_RS - Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS)
repository.mail.fl_str_mv biblioteca.central@pucrs.br||
_version_ 1799765324054134784