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Sorroche BP, Talukdar FR, Lima SCS, Melendez ME, de Carvalho AC, de Almeida GC, De Marchi P, Lopes M, Ribeiro Pinto LF, Carvalho AL, Herceg Z, Arantes LMRB. DNA Methylation Markers from Negative Surgical Margins Can Predict Recurrence of Oral Squamous Cell Carcinoma. Cancers (Basel) 2021; 13:2915. [PMID: 34207933 PMCID: PMC8230600 DOI: 10.3390/cancers13122915] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Revised: 05/21/2021] [Accepted: 05/27/2021] [Indexed: 12/02/2022] Open
Abstract
The identification of molecular markers in negative surgical margins of oral squamous cell carcinoma (OSCC) might help in identifying residual molecular aberrations, and potentially improve the prediction of prognosis. We performed an Infinium MethylationEPIC BeadChip array on 32 negative surgical margins stratified based on the status of tumor recurrence in order to identify recurrence-specific aberrant DNA methylation (DNAme) markers. We identified 2512 recurrence-associated Differentially Methylated Positions (DMPs) and 392 Differentially Methylated Regions (DMRs) which were enriched in cell signaling and cancer-related pathways. A set of 14-CpG markers was able to discriminate recurrent and non-recurrent cases with high specificity and sensitivity rates (AUC 0.98, p = 3 × 10-6; CI: 0.95-1). A risk score based on the 14-CpG marker panel was applied, with cases classified within higher risk scores exhibiting poorer survival. The results were replicated using tumor-adjacent normal HNSCC samples from The Cancer Genome Atlas (TCGA). We identified residual DNAme aberrations in the negative surgical margins of OSCC patients, which could be informative for patient management by improving therapeutic intervention. This study proposes a novel DNAme-based 14-CpG marker panel as a promising predictor for tumor recurrence, which might contribute to improved decision-making for the personalized treatment of OSCC cases.
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Affiliation(s)
- Bruna Pereira Sorroche
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | | | - Sheila Coelho Soares Lima
- Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro 20231-050, RJ, Brazil; (S.C.S.L.); (M.L.); (L.F.R.P.)
| | - Matias Eliseo Melendez
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | - Ana Carolina de Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | | | - Pedro De Marchi
- Medical Oncology Department, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil;
- Oncoclínicas, Rio de Janeiro 22250-905, RJ, Brazil
| | - Monique Lopes
- Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro 20231-050, RJ, Brazil; (S.C.S.L.); (M.L.); (L.F.R.P.)
| | - Luis Felipe Ribeiro Pinto
- Molecular Carcinogenesis Program, Brazilian National Cancer Institute, Rio de Janeiro 20231-050, RJ, Brazil; (S.C.S.L.); (M.L.); (L.F.R.P.)
| | - André Lopes Carvalho
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos 14784-400, SP, Brazil; (B.P.S.); (M.E.M.); (A.C.d.C.); (A.L.C.)
| | - Zdenko Herceg
- Epigenetics Group, International Agency for Research on Cancer, 69008 Lyon, France;
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Odenthal J, Friedl P, Takes RP. Compatibility of CO 2 laser surgery and fluorescence detection in head and neck cancer cells. Head Neck 2018; 41:1253-1259. [PMID: 30549379 DOI: 10.1002/hed.25547] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2018] [Revised: 10/08/2018] [Accepted: 10/29/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Surgical treatment of cancer requires tumor excision with emphasis on function preservation which is achieved in (early stage) laryngeal cancer by transoral carbon dioxide (CO2 ) laser surgery. Whereas conventional laser surgery is restricted by the surgeon's visual recognition of tumor tissue, new approaches based on fluorescence-guided surgery (FGS) improve the detection of the tumor and its margin. However, it is unclear whether fluorophores are compatible with high-power laser application or whether precision is compromised by laser-induced bleaching of the dye. METHODS We applied topology-controlled 3D laser resection of fluorescent tumors cell in vitro and laser-induced autofluorescence analysis ex vivo. RESULTS Laser-induced bleaching of fluorescent dyes in the visible and near-infrared light spectrum (650-900 nm) ranges below the resolution range of operation microscopes. Furthermore, specific fluorescent signals in an FGS mouse model is 104 higher than laser-induced autofluorescence in mouse tissue. CONCLUSION Laser-induced lateral photobleaching is negligible indicating a path forward for fluorescence-guided laser surgery in head and neck cancer.
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Affiliation(s)
- Julia Odenthal
- Department of Otorhinolaryngology and Head and Neck Surgery, Radboud University Medical Center, Nijmegen, The Netherlands.,Department of Cell Biology, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands
| | - Peter Friedl
- Department of Cell Biology, Radboud Institute for Molecular Life Sciences, Nijmegen, The Netherlands.,Genitourinary Medical Oncology - Research, UT MD Anderson Cancer Center, Houston, Texas.,Cancer Genomics Center, Utrecht, The Netherlands
| | - Robert P Takes
- Department of Otorhinolaryngology and Head and Neck Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
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