Cargando…

Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential

Background: Prognosis of oral squamous cell carcinoma (OSCC) is difficult to exactly assess on pre-operative biopsies. Since OSCC DNA methylation profile has proved to be a useful pre-operative diagnostic tool, the aim of the present study was to evaluate the prognostic impact of DNA methylation pro...

Descripción completa

Detalles Bibliográficos
Autores principales: Gissi, Davide B., Fabbri, Viscardo P., Gabusi, Andrea, Lenzi, Jacopo, Morandi, Luca, Melotti, Sofia, Asioli, Sofia, Tarsitano, Achille, Balbi, Tiziana, Marchetti, Claudio, Montebugnoli, Lucio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7555204/
https://www.ncbi.nlm.nih.gov/pubmed/32937734
http://dx.doi.org/10.3390/ijms21186691
_version_ 1783593953095843840
author Gissi, Davide B.
Fabbri, Viscardo P.
Gabusi, Andrea
Lenzi, Jacopo
Morandi, Luca
Melotti, Sofia
Asioli, Sofia
Tarsitano, Achille
Balbi, Tiziana
Marchetti, Claudio
Montebugnoli, Lucio
author_facet Gissi, Davide B.
Fabbri, Viscardo P.
Gabusi, Andrea
Lenzi, Jacopo
Morandi, Luca
Melotti, Sofia
Asioli, Sofia
Tarsitano, Achille
Balbi, Tiziana
Marchetti, Claudio
Montebugnoli, Lucio
author_sort Gissi, Davide B.
collection PubMed
description Background: Prognosis of oral squamous cell carcinoma (OSCC) is difficult to exactly assess on pre-operative biopsies. Since OSCC DNA methylation profile has proved to be a useful pre-operative diagnostic tool, the aim of the present study was to evaluate the prognostic impact of DNA methylation profile to discriminate OSCC with high and low aggressive potential. Methods: 36 OSCC cases underwent neoplastic cells collection by gentle brushing of the lesion, before performing a pre-operative biopsy. The CpG islands methylation status of 13 gene (ZAP70, ITGA4, KIF1A, PARP15, EPHX3, NTM, LRRTM1, FLI1, MiR193, LINC00599, MiR296, TERT, GP1BB) was studied by bisulfite Next Generation Sequencing (NGS). A Cox proportional hazards model via likelihood-based component-wise boosting was used to evaluate the prognostic power of the CpG sites. Results: The boosting estimation identified five CpGs with prognostic significance: EPHX3-24, EPHX3-26, ITGA4-3, ITGA4-4, and MiR193-3. The combination of significant CpGs provided promising results for adverse events prediction (Brier score = 0.080, C-index = 0.802 and AUC = 0.850). ITGA4 had a strong prognostic power in patients with early OSCC. Conclusions: These data confirm that the study of methylation profile provides new insights into the molecular mechanisms of OSCC and can allow a better OSCC prognostic stratification even before surgery.
format Online
Article
Text
id pubmed-7555204
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-75552042020-10-19 Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential Gissi, Davide B. Fabbri, Viscardo P. Gabusi, Andrea Lenzi, Jacopo Morandi, Luca Melotti, Sofia Asioli, Sofia Tarsitano, Achille Balbi, Tiziana Marchetti, Claudio Montebugnoli, Lucio Int J Mol Sci Article Background: Prognosis of oral squamous cell carcinoma (OSCC) is difficult to exactly assess on pre-operative biopsies. Since OSCC DNA methylation profile has proved to be a useful pre-operative diagnostic tool, the aim of the present study was to evaluate the prognostic impact of DNA methylation profile to discriminate OSCC with high and low aggressive potential. Methods: 36 OSCC cases underwent neoplastic cells collection by gentle brushing of the lesion, before performing a pre-operative biopsy. The CpG islands methylation status of 13 gene (ZAP70, ITGA4, KIF1A, PARP15, EPHX3, NTM, LRRTM1, FLI1, MiR193, LINC00599, MiR296, TERT, GP1BB) was studied by bisulfite Next Generation Sequencing (NGS). A Cox proportional hazards model via likelihood-based component-wise boosting was used to evaluate the prognostic power of the CpG sites. Results: The boosting estimation identified five CpGs with prognostic significance: EPHX3-24, EPHX3-26, ITGA4-3, ITGA4-4, and MiR193-3. The combination of significant CpGs provided promising results for adverse events prediction (Brier score = 0.080, C-index = 0.802 and AUC = 0.850). ITGA4 had a strong prognostic power in patients with early OSCC. Conclusions: These data confirm that the study of methylation profile provides new insights into the molecular mechanisms of OSCC and can allow a better OSCC prognostic stratification even before surgery. MDPI 2020-09-14 /pmc/articles/PMC7555204/ /pubmed/32937734 http://dx.doi.org/10.3390/ijms21186691 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gissi, Davide B.
Fabbri, Viscardo P.
Gabusi, Andrea
Lenzi, Jacopo
Morandi, Luca
Melotti, Sofia
Asioli, Sofia
Tarsitano, Achille
Balbi, Tiziana
Marchetti, Claudio
Montebugnoli, Lucio
Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential
title Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential
title_full Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential
title_fullStr Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential
title_full_unstemmed Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential
title_short Pre-Operative Evaluation of DNA Methylation Profile in Oral Squamous Cell Carcinoma Can Predict Tumor Aggressive Potential
title_sort pre-operative evaluation of dna methylation profile in oral squamous cell carcinoma can predict tumor aggressive potential
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7555204/
https://www.ncbi.nlm.nih.gov/pubmed/32937734
http://dx.doi.org/10.3390/ijms21186691
work_keys_str_mv AT gissidavideb preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT fabbriviscardop preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT gabusiandrea preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT lenzijacopo preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT morandiluca preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT melottisofia preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT asiolisofia preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT tarsitanoachille preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT balbitiziana preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT marchetticlaudio preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential
AT montebugnolilucio preoperativeevaluationofdnamethylationprofileinoralsquamouscellcarcinomacanpredicttumoraggressivepotential