Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer

Detalhes bibliográficos
Autor(a) principal: Canto, Luisa Matos Do
Data de Publicação: 2020
Outros Autores: Barros-Filho, Mateus Camargo, Rainho, Cláudia Aparecida [UNESP], Marinho, Diogo, Kupper, Bruna Elisa Catin, Begnami, Maria Dirlei Ferreira de Souza, Scapulatempo-Neto, Cristovam, Havelund, Birgitte Mayland, Lindebjerg, Jan, Marchi, Fabio Albuquerque, Baumbach, Jan, Aguiar, Samuel, Rogatto, Silvia Regina
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3390/cancers12113079
http://hdl.handle.net/11449/208068
Resumo: The treatment for locally advanced rectal carcinomas (LARC) is based on neoadjuvant chemoradiotherapy (nCRT) and surgery, which results in pathological complete response (pCR) in up to 30% of patients. Since epigenetic changes may influence response to therapy, we aimed to identify DNA methylation markers predictive of pCR in LARC patients treated with nCRT. We used high-throughput DNA methylation analysis of 32 treatment-naïve LARC biopsies and five normal rectal tissues to explore the predictive value of differentially methylated (DM) CpGs. External validation was carried out with The Cancer Genome Atlas-Rectal Adenocarcinoma (TCGA-READ 99 cases). A classifier based on three-CpGs DM (linked to OBSL1, GPR1, and INSIG1 genes) was able to discriminate pCR from incomplete responders with high sensitivity and specificity. The methylation levels of the selected CpGs confirmed the predictive value of our classifier in 77 LARCs evaluated by bisulfite pyrosequencing. Evaluation of external datasets (TCGA-READ, GSE81006, GSE75546, and GSE39958) reproduced our results. As the three CpGs were mapped near to regulatory elements, we performed an integrative analysis in regions associated with predicted cisregulatory elements. A positive and inverse correlation between DNA methylation and gene expression was found in two CpGs. We propose a novel predictive tool based on three CpGs potentially useful for pretreatment screening of LARC patients and guide the selection of treatment modality.
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spelling Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer5-fluorouracilHigh-throughput DNA methylation analysisPredictive biomarkerTranslational researchThe treatment for locally advanced rectal carcinomas (LARC) is based on neoadjuvant chemoradiotherapy (nCRT) and surgery, which results in pathological complete response (pCR) in up to 30% of patients. Since epigenetic changes may influence response to therapy, we aimed to identify DNA methylation markers predictive of pCR in LARC patients treated with nCRT. We used high-throughput DNA methylation analysis of 32 treatment-naïve LARC biopsies and five normal rectal tissues to explore the predictive value of differentially methylated (DM) CpGs. External validation was carried out with The Cancer Genome Atlas-Rectal Adenocarcinoma (TCGA-READ 99 cases). A classifier based on three-CpGs DM (linked to OBSL1, GPR1, and INSIG1 genes) was able to discriminate pCR from incomplete responders with high sensitivity and specificity. The methylation levels of the selected CpGs confirmed the predictive value of our classifier in 77 LARCs evaluated by bisulfite pyrosequencing. Evaluation of external datasets (TCGA-READ, GSE81006, GSE75546, and GSE39958) reproduced our results. As the three CpGs were mapped near to regulatory elements, we performed an integrative analysis in regions associated with predicted cisregulatory elements. A positive and inverse correlation between DNA methylation and gene expression was found in two CpGs. We propose a novel predictive tool based on three CpGs potentially useful for pretreatment screening of LARC patients and guide the selection of treatment modality.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Universidade Estadual PaulistaCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Department of Clinical Genetics University Hospital of Southern DenmarkInternational Research Center–CIPE A.C. Camargo Cancer CenterDepartment of Head and Neck Surgery Hospital das Clinicas HCFMUSPDepartment of Chemical and Biological Sciences Institute of Biosciences Sao Paulo State University (Unesp)Institute of Biological Psychiatry Psykiatrisk Center Sct. HansColorectal Cancer Service A.C. Camargo Cancer CenterDepartment of Pathology Sírio-Libanês HospitalMolecular Oncology Research CenterDiagnósticos da América (DASA)Department of Oncology University Hospital of Southern DenmarkDanish Colorectal Cancer Center SouthDepartment of Pathology University Hospital of Southern DenmarkTUM School of Life Sciences Weihenstephan Technical University of MunichInstitute of Regional Health Research Faculty of Health Sciences University of Southern DenmarkDepartment of Chemical and Biological Sciences Institute of Biosciences Sao Paulo State University (Unesp)CNPq: #573589/08-9Universidade Estadual Paulista: 001CAPES: CAPESUniversity Hospital of Southern DenmarkA.C. Camargo Cancer CenterUniversidade de São Paulo (USP)Universidade Estadual Paulista (Unesp)Psykiatrisk Center Sct. HansSírio-Libanês HospitalMolecular Oncology Research CenterDiagnósticos da América (DASA)Danish Colorectal Cancer Center SouthTechnical University of MunichUniversity of Southern DenmarkCanto, Luisa Matos DoBarros-Filho, Mateus CamargoRainho, Cláudia Aparecida [UNESP]Marinho, DiogoKupper, Bruna Elisa CatinBegnami, Maria Dirlei Ferreira de SouzaScapulatempo-Neto, CristovamHavelund, Birgitte MaylandLindebjerg, JanMarchi, Fabio AlbuquerqueBaumbach, JanAguiar, SamuelRogatto, Silvia Regina2021-06-25T11:05:48Z2021-06-25T11:05:48Z2020-11-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1-19http://dx.doi.org/10.3390/cancers12113079Cancers, v. 12, n. 11, p. 1-19, 2020.2072-6694http://hdl.handle.net/11449/20806810.3390/cancers121130792-s2.0-8509391470088148235451595040000-0002-0285-1162Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengCancersinfo:eu-repo/semantics/openAccess2021-10-22T20:36:29Zoai:repositorio.unesp.br:11449/208068Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-22T20:36:29Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
title Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
spellingShingle Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
Canto, Luisa Matos Do
5-fluorouracil
High-throughput DNA methylation analysis
Predictive biomarker
Translational research
title_short Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
title_full Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
title_fullStr Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
title_full_unstemmed Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
title_sort Comprehensive analysis of DNA methylation and prediction of response to neoadjuvanttherapy in locally advanced rectal cancer
author Canto, Luisa Matos Do
author_facet Canto, Luisa Matos Do
Barros-Filho, Mateus Camargo
Rainho, Cláudia Aparecida [UNESP]
Marinho, Diogo
Kupper, Bruna Elisa Catin
Begnami, Maria Dirlei Ferreira de Souza
Scapulatempo-Neto, Cristovam
Havelund, Birgitte Mayland
Lindebjerg, Jan
Marchi, Fabio Albuquerque
Baumbach, Jan
Aguiar, Samuel
Rogatto, Silvia Regina
author_role author
author2 Barros-Filho, Mateus Camargo
Rainho, Cláudia Aparecida [UNESP]
Marinho, Diogo
Kupper, Bruna Elisa Catin
Begnami, Maria Dirlei Ferreira de Souza
Scapulatempo-Neto, Cristovam
Havelund, Birgitte Mayland
Lindebjerg, Jan
Marchi, Fabio Albuquerque
Baumbach, Jan
Aguiar, Samuel
Rogatto, Silvia Regina
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv University Hospital of Southern Denmark
A.C. Camargo Cancer Center
Universidade de São Paulo (USP)
Universidade Estadual Paulista (Unesp)
Psykiatrisk Center Sct. Hans
Sírio-Libanês Hospital
Molecular Oncology Research Center
Diagnósticos da América (DASA)
Danish Colorectal Cancer Center South
Technical University of Munich
University of Southern Denmark
dc.contributor.author.fl_str_mv Canto, Luisa Matos Do
Barros-Filho, Mateus Camargo
Rainho, Cláudia Aparecida [UNESP]
Marinho, Diogo
Kupper, Bruna Elisa Catin
Begnami, Maria Dirlei Ferreira de Souza
Scapulatempo-Neto, Cristovam
Havelund, Birgitte Mayland
Lindebjerg, Jan
Marchi, Fabio Albuquerque
Baumbach, Jan
Aguiar, Samuel
Rogatto, Silvia Regina
dc.subject.por.fl_str_mv 5-fluorouracil
High-throughput DNA methylation analysis
Predictive biomarker
Translational research
topic 5-fluorouracil
High-throughput DNA methylation analysis
Predictive biomarker
Translational research
description The treatment for locally advanced rectal carcinomas (LARC) is based on neoadjuvant chemoradiotherapy (nCRT) and surgery, which results in pathological complete response (pCR) in up to 30% of patients. Since epigenetic changes may influence response to therapy, we aimed to identify DNA methylation markers predictive of pCR in LARC patients treated with nCRT. We used high-throughput DNA methylation analysis of 32 treatment-naïve LARC biopsies and five normal rectal tissues to explore the predictive value of differentially methylated (DM) CpGs. External validation was carried out with The Cancer Genome Atlas-Rectal Adenocarcinoma (TCGA-READ 99 cases). A classifier based on three-CpGs DM (linked to OBSL1, GPR1, and INSIG1 genes) was able to discriminate pCR from incomplete responders with high sensitivity and specificity. The methylation levels of the selected CpGs confirmed the predictive value of our classifier in 77 LARCs evaluated by bisulfite pyrosequencing. Evaluation of external datasets (TCGA-READ, GSE81006, GSE75546, and GSE39958) reproduced our results. As the three CpGs were mapped near to regulatory elements, we performed an integrative analysis in regions associated with predicted cisregulatory elements. A positive and inverse correlation between DNA methylation and gene expression was found in two CpGs. We propose a novel predictive tool based on three CpGs potentially useful for pretreatment screening of LARC patients and guide the selection of treatment modality.
publishDate 2020
dc.date.none.fl_str_mv 2020-11-01
2021-06-25T11:05:48Z
2021-06-25T11:05:48Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3390/cancers12113079
Cancers, v. 12, n. 11, p. 1-19, 2020.
2072-6694
http://hdl.handle.net/11449/208068
10.3390/cancers12113079
2-s2.0-85093914700
8814823545159504
0000-0002-0285-1162
url http://dx.doi.org/10.3390/cancers12113079
http://hdl.handle.net/11449/208068
identifier_str_mv Cancers, v. 12, n. 11, p. 1-19, 2020.
2072-6694
10.3390/cancers12113079
2-s2.0-85093914700
8814823545159504
0000-0002-0285-1162
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Cancers
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1-19
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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