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Marcel Ramos edited this page Dec 11, 2017
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Welcome to the MultiAssayExperiment wiki!
To access our API, please go to MultiAssayExperiment API
http://cran.r-project.org/web/packages/cgdsr/vignettes/cgdsr.pdf looks relevant in various respects
Some brainstorming on design objectives for the MultiAssay object:
- Store multiple assays associated with overlapping sets of specimens, along with metadata, in a single object
- Allow operations that are familiar to users of the ExpressionSet, e.g. exprs(), obj[, subset]. These should work even if some samples are missing from some assays.
- Allow storage of assay-specific sample metadata, in addition to experiment-wide sample metadata. This might be useful for error-checking by the analyst when samples are given different IDs in each assay, other than the primary specimen identifer.
- Allow that different assays may be represented by different features
- Somehow facilite the creation of "maps" between assays? e.g. genes and putative microRNA regulators, or genes and their transcription factors?
- Allow, but don't require, the use of Genomic Ranges in assay data
- Simplify tasks such as:
- selecting samples which meet specified criteria on the metadata
- selecting samples for which desired assays are available
- Allow the creation of methods and functions for common multi-assay genomic computations, e.g.:
- correlation between expression and copy number
- correlation between expression and putative microRNA regulators,
- AND/OR across assays, e.g. identifying in which samples a gene/genes are methylated OR mutated OR deleted.