MethPanel
MethPanel analyzes multiplex bisulphite PCR sequencing data to assess DNA methylation biomarker panels for disease detection.
Key Features:
- End-to-end analysis pipeline: Processes data from genomic alignment to DNA methylation calling for multiplex bisulphite PCR sequencing experiments.
- Comprehensive workflow: Supports an unlimited number of PCR amplicons and input samples to accommodate large-scale panels.
- Epipolymorphism score calculation: Computes epipolymorphism scores to assess the impact of genetic polymorphisms on methylation patterns.
- Bisulphite PCR bias correction: Applies corrections for biases introduced during bisulphite conversion and PCR amplification.
- Parallel processing capability: Optimized for parallel execution across multiple samples and high-performance computing environments.
- Centralized data management: Centralizes methylation data storage to facilitate handling of large clinical cohort datasets.
Scientific Applications:
- Methylation biomarker validation: Validates DNA methylation biomarker panels across extensive clinical cohorts for disease detection.
- Sample applicability: Applicable to DNA extracted from fresh tissue, archival formalin-fixed paraffin-embedded tissue (FFPET), and circulating cell-free DNA in plasma.
Methodology:
Performs genomic alignment and DNA methylation calling, computes epipolymorphism scores, applies bisulphite PCR bias correction, and supports parallel execution across samples.
Topics
Details
- Tool Type:
- command-line tool
- Programming Languages:
- R, Shell, Python
- Added:
- 1/18/2021
- Last Updated:
- 2/22/2021
Operations
Publications
Luu P, Ong P, Loc TTH, Lam D, Pidsley R, Stirzaker C, Clark SJ. MethPanel: a parallel pipeline and interactive analysis tool for multiplex bisulphite PCR sequencing to assess DNA methylation biomarker panels for disease detection. Unknown Journal. 2020. doi:10.1101/2020.02.09.941013.