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Pre-operative evaluation of dna methylation profile in oral squamous cell carcinoma can predict tumor aggressive potential
- Source :
- International Journal of Molecular Sciences, Volume 21, Issue 18
- Publication Year :
- 2020
-
Abstract
- 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.
- Subjects :
- Male
0301 basic medicine
Oncology
Oral oncology
medicine.medical_specialty
Bisulfite-SEQ
Article
Catalysis
Pre-operative prognostic test
Inorganic Chemistry
03 medical and health sciences
0302 clinical medicine
Internal medicine
Biopsy
Biomarkers, Tumor
Humans
Medicine
Gene Regulatory Networks
Physical and Theoretical Chemistry
Adverse effect
Molecular Biology
Spectroscopy
Aged
Likelihood Functions
DNA methylation
medicine.diagnostic_test
business.industry
Proportional hazards model
ZAP70
Oral cancer
Organic Chemistry
Sequence Analysis, DNA
General Medicine
Methylation
Prognosis
Computer Science Applications
Gene Expression Regulation, Neoplastic
stomatognathic diseases
030104 developmental biology
CpG site
Oral squamous cell carcinoma
030220 oncology & carcinogenesis
FLI1
Carcinoma, Squamous Cell
CpG Islands
Female
Mouth Neoplasms
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- International Journal of Molecular Sciences, Volume 21, Issue 18
- Accession number :
- edsair.doi.dedup.....64479d9624f256eb2746a1915743b757