Nanopore sequencing-derived methylation biomarker prediction for methylation-specific PCR in patients with head and neck squamous cell carcinoma
- Daria Meyer 1,2, Anne Hennig 3, Anna-Bawany Hums 3, Orlando Guntinas-Lichius 4, Martina Schmitz 3, Manja Marz 5,6,7,8,9
- Daria Meyer 1,2, Anne Hennig 3, Anna-Bawany Hums 3
- 1RNA Bioinformatics and High-Throughput Analysis, Friedrich Schiller University Jena, Leutragraben 1, 07743, Jena, Germany. daria.meyer@uni-jena.de.
- 2oncgnostics GmbH, Löbstedter Str. 41, 07749, Jena, Germany. daria.meyer@uni-jena.de.
- 3oncgnostics GmbH, Löbstedter Str. 41, 07749, Jena, Germany.
- 4Department of Otorhinolaryngology, Jena University Hospital, Am Klinkum 1, 07747, Jena, Germany.
- 5RNA Bioinformatics and High-Throughput Analysis, Friedrich Schiller University Jena, Leutragraben 1, 07743, Jena, Germany.
- 6Max Planck Institute for Evolutionary Anthropology, Deutscher Pl. 6, 04103, Leipzig, Germany.
- 7German Center for Integrative Biodiversity Research (iDiv), Puschstraße 4, 04103, Leipzig, Germany.
- 8Michael Stifel Center Jena, Friedrich Schiller University, Ernst-Abbe-Platz 2, 07743, Jena, Germany.
- 9Cluster of Excellence "Balance of the Microverse", Friedrich Schiller University, Fürstengraben 1, 07743, Jena, Germany.
- 0RNA Bioinformatics and High-Throughput Analysis, Friedrich Schiller University Jena, Leutragraben 1, 07743, Jena, Germany. daria.meyer@uni-jena.de.
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View abstract on PubMed
Summary
This summary is machine-generated.This study introduces a new workflow for discovering DNA methylation biomarkers using nanopore sequencing. This method efficiently identifies early cancer detection markers for head and neck squamous cell carcinoma.
Area Of Science
- Epigenetics
- Genomics
- Cancer Research
Background
- DNA methylation alterations in CpG islands are hallmarks of cancer.
- Promoter hypermethylation of tumor-suppressor genes occurs early in cancer development.
- Cancer-type specific methylation changes hold potential as early diagnostic biomarkers.
Purpose Of The Study
- To develop a workflow for discovering and designing DNA methylation-specific PCR (MSP) biomarkers.
- To leverage nanopore sequencing for identifying differentially methylated regions.
- To create clinically relevant epigenetic assays.
Main Methods
- Utilized nanopore sequencing on control and head and neck squamous cell carcinoma (HNSCC) tissue samples.
- Developed a generic workflow for DNA methylation biomarker discovery and MSP primer design.
- Validated MSP assays on a cohort of 48 HNSCC and 46 control samples.
Main Results
- Nanopore sequencing successfully predicted differentially methylated regions between HNSCC and healthy tissues.
- Functional MSP primers were designed based on predicted methylation patterns.
- Four out of six designed MSP assays demonstrated high sensitivity and specificity (AUC > 0.8) in a validation cohort.
Conclusions
- The developed DNA methylation-based workflow enables the design of adaptable, clinically relevant epigenetic assays.
- Long-read methylation data facilitate biomarker discovery even with low sequencing coverage.
- The workflow is effective with small initial sample sizes, supporting early cancer detection.
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