ArticleOncogene2020
Identification of novel methylation markers in HPV-associated oropharyngeal cancer: genome-wide discovery, tissue verification and validation testing in ctDNA.
Article in Oncogene, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 1 of them a synthesis that pooled it.
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Who cites it
39 citing papers in PubMed, 1 synthesis or guideline pooled it, 61 citations in OpenAlex.
- Fluid Biomarkers in HPV and Non-HPV Related Oropharyngeal Carcinomas: From Diagnosis and Monitoring to Prognostication-A Systematic Review.International journal of molecular sciences · 2022Pooled it
- Multi-omics integration analysis reveals metabolic changes during sika deer antler growth.BMC genomics · 2026Article
- Liquid Biopsy and Circulating Biomarkers in Head and Neck Cancer: Advancing Non-Invasive Detection and Tailored Management.Cancers · 2025Review
- Circulating tumour cells and circulating tumour DNA in head and neck cancer: from molecular insights to clinical impact.Cancer metastasis reviews · 2025Review
- Nanopore sequencing-derived methylation biomarker prediction for methylation-specific PCR in patients with head and neck squamous cell carcinoma.Clinical epigenetics · 2025Article
- Circulating biomarkers in HPV-associated oropharyngeal cancer: Clinical applications of liquid biopsy in diagnosis, prognosis, and surveillance.The journal of liquid biopsy · 2025Review
- Review
- Interplay between hypoxia, RNA methylation, and HPV in head and neck squamous cell carcinomas: drivers of oncogenesis and resistance to therapy.EXCLI journal · 2025Review
- Circulating tumor DNA methylation detection as biomarker and its application in tumor liquid biopsy: advances and challenges.MedComm · 2024Review
- The Role of ctDNA and Liquid Biopsy in the Diagnosis and Monitoring of Head and Neck Cancer: Towards Precision Medicine.Cancers · 2024Review
- Cell-free DNA analysis for recurrent respiratory papillomatosis: A case report.Clinical case reports · 2024Article
- Article
- Research advances of MAL family members in tumorigenesis and tumor progression (Review).Molecular medicine reports · 2024Review
- Liquid biopsies based on cell-free DNA as a potential biomarker in head and neck cancer.The Japanese dental science review · 2023Review
- Article
- Peripheral surrogates of tumor burden to guide chemotherapeutic and immunotherapeutic strategies for HPV-associated malignancies.Oncotarget · 2023Review
- Gene Expression Profiles of Methyltransferases and Demethylases Associated with Metastasis, Tumor Invasion, CpG73 Methylation, and HPV Status in Head and Neck Squamous Cell Carcinoma.Current issues in molecular biology · 2023Article
- CALML5 is a novel diagnostic marker for differentiating thymic squamous cell carcinoma from type B3 thymoma.Thoracic cancer · 2023Article
- DNA Methylation as a Diagnostic, Prognostic, and Predictive Biomarker in Head and Neck Cancer.International journal of molecular sciences · 2023Review
- Article
Corrections and comments
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Authors and funding
11 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Human papilloma virus (HPV)-associated oropharyngeal cancer (OPC) is an independent tumour type with regard to cellular, biological, and clinical features. The use of non-invasive biomarkers such as circulating tumour DNA (ctDNA) may be relevant in early diagnosis and eventually improve the outcomes of patients with head and neck squamous cell carcinoma (HNSCC). Genome-wide discovery using RNA sequencing and reduced representation bisulfite sequencing yielded 21 candidates for methylation-targeted genes. A verification study (252 HNSCC patients) using quantitative methylation-specific PCR (Q-MSP) identified 10 genes (ATP2A1, CALML5, DNAJC5G, GNMT, GPT, LY6D, LYNX1, MAL, MGC16275, and MRGPRF) that showed a significant increase recurrence in methylation groups with OPC. Further study on ctDNA using Q-MSP in HPV-associated OPC showed that three genes (CALML5, DNAJC5G, and LY6D) had a high predictive ability as emerging biomarkers for a validation set, each capable of discriminating between the plasma of the patients from healthy individuals. Among the 42 ctDNA samples, methylated CALML5, DNAJC5G, and LY6D were observed in 31 (73.8%), 19 (45.2%), and 19 (45.2%) samples, respectively. Among pre-treatment ctDNA samples, methylated CALML5, DNAJC5G, and LY6D were observed in 8/8 (100%), 7/8 (87.5%), and 7/8 (87.5%) samples, respectively. Methylated CALML5, DNAJC5G, and LY6D were found in 2/8 (25.0%), 0/8 (0%), and 1/8 (12.5%) of the final samples in the series, respectively. Here, we present the relationship between the methylation status of three specific genes and cancer recurrence for risk classification of HPV-associated OPC cases. In conclusion, ctDNA analysis has the potential to aid in determining patient prognosis and real-time surveillance for disease recurrences and serves as an alternative method of screening for HPV-associated OPC.
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