Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
DOI: | 10.1016/j.oraloncology.2019.04.018 |
Texto Completo: | http://dx.doi.org/10.1016/j.oraloncology.2019.04.018 http://hdl.handle.net/11449/189023 |
Resumo: | Objectives: The current treatment of laryngeal squamous cell carcinoma (LSCC)is based on radical surgery and radiotherapy resulting in high morbidity. Chemoradiotherapy has been used as alternative to organ sparing; however, several advanced cases presented resistance to treatment, which contributes to a high risk of recurrence and mortality. Coding RNAs and miRNAs have potential to be used as biomarkers or targets for cancer therapy. Materials and Methods: In this study, 36 LSCC and 5 non-neoplastic control samples were investigated using miRNA and mRNA large-scale expression analysis and a cross-validation was performed using the TCGA database (116 LSCC and 12 surrounding normal tissues). Results: The large-scale profiling revealed the involvement of 28 miRNAs and 817 genes differentially expressed in LSCC. An integrative analysis comprising predicted and experimentally validated miRNA/mRNA interactions (negatively correlated), resulted in 28 miRNAs and 543 mRNAs. Decreased expression of miR-199b was significantly associated with shorter disease-free survival in LSCC (internal and TCGA datasets). The expression levels of selected miRNAs (miR-199b-5p, miR-29c-3p, miR-204-5p, miR-125b-5p and miR-92a-3p)and genes (COL3A1, COL10A1, ERBB4, HMGA2, HLF, TOP2A, MMP3, MMP13, MMP10 and PPP1R3)were confirmed as altered in LSCC by RT-qPCR. Additionally, a drug target prediction analysis revealed drug combinations based on miRNA and mRNA expression, pointing out novel alternatives to optimize the LSCC treatment. Conclusion: Collectively, these findings provide new insights in the LSCC transcriptional deregulation and potential drug targets. |
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Repositório Institucional da UNESP |
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Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patientsChemotherapyDrug targetsIntegrative analysisLaryngeal squamous cell carcinomamiRNAsmRNATreatmentObjectives: The current treatment of laryngeal squamous cell carcinoma (LSCC)is based on radical surgery and radiotherapy resulting in high morbidity. Chemoradiotherapy has been used as alternative to organ sparing; however, several advanced cases presented resistance to treatment, which contributes to a high risk of recurrence and mortality. Coding RNAs and miRNAs have potential to be used as biomarkers or targets for cancer therapy. Materials and Methods: In this study, 36 LSCC and 5 non-neoplastic control samples were investigated using miRNA and mRNA large-scale expression analysis and a cross-validation was performed using the TCGA database (116 LSCC and 12 surrounding normal tissues). Results: The large-scale profiling revealed the involvement of 28 miRNAs and 817 genes differentially expressed in LSCC. An integrative analysis comprising predicted and experimentally validated miRNA/mRNA interactions (negatively correlated), resulted in 28 miRNAs and 543 mRNAs. Decreased expression of miR-199b was significantly associated with shorter disease-free survival in LSCC (internal and TCGA datasets). The expression levels of selected miRNAs (miR-199b-5p, miR-29c-3p, miR-204-5p, miR-125b-5p and miR-92a-3p)and genes (COL3A1, COL10A1, ERBB4, HMGA2, HLF, TOP2A, MMP3, MMP13, MMP10 and PPP1R3)were confirmed as altered in LSCC by RT-qPCR. Additionally, a drug target prediction analysis revealed drug combinations based on miRNA and mRNA expression, pointing out novel alternatives to optimize the LSCC treatment. Conclusion: Collectively, these findings provide new insights in the LSCC transcriptional deregulation and potential drug targets.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)International Research Center CIPE – A.C.Camargo Cancer CenterDepartment of Genetics Institute of Bioscience São Paulo State University – UNESPDepartment of Pathology Faculty of Medicine São Paulo State University-UNESPDepartment of Head and Neck Surgery and Otorhinolaryngology A.C.Camargo Cancer CenterDepartment of Surgery and Orthopedics Faculty of Medicine São Paulo State University - UNESPDepartment of Clinical Genetics Vejle Hospital Institute of Regional Health Research University of Southern DenmarkDepartment of Genetics Institute of Bioscience São Paulo State University – UNESPDepartment of Pathology Faculty of Medicine São Paulo State University-UNESPDepartment of Surgery and Orthopedics Faculty of Medicine São Paulo State University - UNESPCNPq: 153142/2012-0FAPESP: 2008/57887-9CNPq: 573589/08-9CIPE – A.C.Camargo Cancer CenterUniversidade Estadual Paulista (Unesp)A.C.Camargo Cancer CenterUniversity of Southern DenmarkLapa, Rainer Marco Lopez [UNESP]Barros-Filho, Mateus CamargoMarchi, Fabio AlbuquerqueDomingues, Maria Aparecida Custódio [UNESP]de Carvalho, Genival BarbosaDrigo, Sandra Aparecida [UNESP]Kowalski, Luiz PauloRogatto, Silvia Regina [UNESP]2019-10-06T16:27:20Z2019-10-06T16:27:20Z2019-06-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article76-84http://dx.doi.org/10.1016/j.oraloncology.2019.04.018Oral Oncology, v. 93, p. 76-84.1879-05931368-8375http://hdl.handle.net/11449/18902310.1016/j.oraloncology.2019.04.0182-s2.0-850647311700585723113037140Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengOral Oncologyinfo:eu-repo/semantics/openAccess2024-08-14T14:19:19Zoai:repositorio.unesp.br:11449/189023Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-14T14:19:19Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
title |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
spellingShingle |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients Lapa, Rainer Marco Lopez [UNESP] Chemotherapy Drug targets Integrative analysis Laryngeal squamous cell carcinoma miRNAs mRNA Treatment Lapa, Rainer Marco Lopez [UNESP] Chemotherapy Drug targets Integrative analysis Laryngeal squamous cell carcinoma miRNAs mRNA Treatment |
title_short |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
title_full |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
title_fullStr |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
title_full_unstemmed |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
title_sort |
Integrated miRNA and mRNA expression analysis uncovers drug targets in laryngeal squamous cell carcinoma patients |
author |
Lapa, Rainer Marco Lopez [UNESP] |
author_facet |
Lapa, Rainer Marco Lopez [UNESP] Lapa, Rainer Marco Lopez [UNESP] Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Domingues, Maria Aparecida Custódio [UNESP] de Carvalho, Genival Barbosa Drigo, Sandra Aparecida [UNESP] Kowalski, Luiz Paulo Rogatto, Silvia Regina [UNESP] Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Domingues, Maria Aparecida Custódio [UNESP] de Carvalho, Genival Barbosa Drigo, Sandra Aparecida [UNESP] Kowalski, Luiz Paulo Rogatto, Silvia Regina [UNESP] |
author_role |
author |
author2 |
Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Domingues, Maria Aparecida Custódio [UNESP] de Carvalho, Genival Barbosa Drigo, Sandra Aparecida [UNESP] Kowalski, Luiz Paulo Rogatto, Silvia Regina [UNESP] |
author2_role |
author author author author author author author |
dc.contributor.none.fl_str_mv |
CIPE – A.C.Camargo Cancer Center Universidade Estadual Paulista (Unesp) A.C.Camargo Cancer Center University of Southern Denmark |
dc.contributor.author.fl_str_mv |
Lapa, Rainer Marco Lopez [UNESP] Barros-Filho, Mateus Camargo Marchi, Fabio Albuquerque Domingues, Maria Aparecida Custódio [UNESP] de Carvalho, Genival Barbosa Drigo, Sandra Aparecida [UNESP] Kowalski, Luiz Paulo Rogatto, Silvia Regina [UNESP] |
dc.subject.por.fl_str_mv |
Chemotherapy Drug targets Integrative analysis Laryngeal squamous cell carcinoma miRNAs mRNA Treatment |
topic |
Chemotherapy Drug targets Integrative analysis Laryngeal squamous cell carcinoma miRNAs mRNA Treatment |
description |
Objectives: The current treatment of laryngeal squamous cell carcinoma (LSCC)is based on radical surgery and radiotherapy resulting in high morbidity. Chemoradiotherapy has been used as alternative to organ sparing; however, several advanced cases presented resistance to treatment, which contributes to a high risk of recurrence and mortality. Coding RNAs and miRNAs have potential to be used as biomarkers or targets for cancer therapy. Materials and Methods: In this study, 36 LSCC and 5 non-neoplastic control samples were investigated using miRNA and mRNA large-scale expression analysis and a cross-validation was performed using the TCGA database (116 LSCC and 12 surrounding normal tissues). Results: The large-scale profiling revealed the involvement of 28 miRNAs and 817 genes differentially expressed in LSCC. An integrative analysis comprising predicted and experimentally validated miRNA/mRNA interactions (negatively correlated), resulted in 28 miRNAs and 543 mRNAs. Decreased expression of miR-199b was significantly associated with shorter disease-free survival in LSCC (internal and TCGA datasets). The expression levels of selected miRNAs (miR-199b-5p, miR-29c-3p, miR-204-5p, miR-125b-5p and miR-92a-3p)and genes (COL3A1, COL10A1, ERBB4, HMGA2, HLF, TOP2A, MMP3, MMP13, MMP10 and PPP1R3)were confirmed as altered in LSCC by RT-qPCR. Additionally, a drug target prediction analysis revealed drug combinations based on miRNA and mRNA expression, pointing out novel alternatives to optimize the LSCC treatment. Conclusion: Collectively, these findings provide new insights in the LSCC transcriptional deregulation and potential drug targets. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019-10-06T16:27:20Z 2019-10-06T16:27:20Z 2019-06-01 |
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/10.1016/j.oraloncology.2019.04.018 Oral Oncology, v. 93, p. 76-84. 1879-0593 1368-8375 http://hdl.handle.net/11449/189023 10.1016/j.oraloncology.2019.04.018 2-s2.0-85064731170 0585723113037140 |
url |
http://dx.doi.org/10.1016/j.oraloncology.2019.04.018 http://hdl.handle.net/11449/189023 |
identifier_str_mv |
Oral Oncology, v. 93, p. 76-84. 1879-0593 1368-8375 10.1016/j.oraloncology.2019.04.018 2-s2.0-85064731170 0585723113037140 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Oral Oncology |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
76-84 |
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 |
|
_version_ |
1822218572833751040 |
dc.identifier.doi.none.fl_str_mv |
10.1016/j.oraloncology.2019.04.018 |