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Probe Lasso

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A method for calling DMRs using Illumina 450K Methylation BeadChip arrays implemented as part of suite of functions in the Bioconductor package ChAMP – an all-in-one analysis pipeline that takes raw methylation data and derives MVPs and DMRs for further investigation. Probe Lasso is a flexible window based approach that gathers neighbouring significant-signals to define clear DMR boundaries for subsequent in-depth analysis. The principal motive for developing this algorithm is to redirect subsequent analysis away from just probes/regions located in promoters/CGIs, which the array is skewed toward and leverage information from putatively important, but largely ignored, intergenic regions.

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Probe Lasso versioning

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Probe Lasso classification

Probe Lasso specifications

Software type:
Package/Module
Restrictions to use:
None
Operating system:
Unix/Linux, Mac OS, Windows
Computer skills:
Advanced
Maintained:
Yes
Interface:
Command line interface
Biological technology:
Illumina
Programming languages:
R
Stability:
Stable

Probe Lasso support

Documentation

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Publications

Institution(s)

UCL Cancer Institute, University College London, London, UK; UCL Cancer Institute, University College London, London, UK

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