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PAGI (version 1.0)

The package can identify the dysregulated KEGG pathways based on global influence from the internal effect of pathways and crosstalk between pathways.

Description

The package can identify the dysregulated KEGG pathways based on global influence from the internal effect of pathways and crosstalk between pathways. (1) The PAGI package can prioritize the pathways associated with two biological states by statistical significance or FDR. (2) The PAGI package can evaluated the global influence factor (GIF) score in the global gene-gene network constructed based on the relationships of genes extracted from each pathway in KEGG database and the overlapped genes between pathways.

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Version

Install

install.packages('PAGI')

Monthly Downloads

20

Version

1.0

License

GPL (>= 2)

Maintainer

Last Published

November 1st, 2013

Functions in PAGI (1.0)

PAGI-internal

PAGI internal functions
PAGI.Main

A novel pathway identification approach based on global influence from both the internal effect of pathways and crosstalk between pathways
getdataset

Get the example dataset
PAGIData

The variables in the environment variable PAGIData of the system
CalGIF

Calculate the global influence factor (GIF)
ExampleData

The variables in the environment variable ExampleData of the system
getclass.labels

Get the labels of example dataset