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MethPed (version 1.0.2)

A DNA methylation classifier tool for the identification of pediatric brain tumor subtypes

Description

Classification of pediatric tumors into biologically defined subtypes is challenging and multifaceted approaches are needed. For this aim, we developed a diagnostic classifier based on DNA methylation profiles. We offer MethPed as an easy-to-use toolbox that allows researchers and clinical diagnosticians to test single samples as well as large cohorts for subclass prediction of pediatric brain tumors. The current version of MethPed can classify the following tumor diagnoses/subgroups: Diffuse Intrinsic Pontine Glioma (DIPG), Ependymoma, Embryonal tumors with multilayered rosettes (ETMR), Glioblastoma (GBM), Medulloblastoma (MB) - Group 3 (MB_Gr3), Group 4 (MB_Gr3), Group WNT (MB_WNT), Group SHH (MB_SHH) and Pilocytic Astrocytoma (PiloAstro).

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Version

Version

1.0.2

License

GPL-2

Maintainer

Helena Carn

Last Published

February 15th, 2017

Functions in MethPed (1.0.2)

plot.methped

Plot conditional probability of samples that belongs to different tumor subtypes.
MethPed

MethPed: a DNA methylation classifier tool for the identification of pediatric brain tumor subtypes.
summary.methped

Summary of conditional probability or binary classification of samples that belong to different tumor subtypes.
MethPed_sample

Sample dataset to MethPed package.
checkNA

Check missing valus in dataset
MethPed_900probes

List of 900 probes in the predictor data
probeMis

Missing probe names from training data compared with input samples.