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PIGE (version 1.1)

PIGE-package: Gene and pathway p-values using the Adaptive Rank Truncated Product test

Description

An R package for computing gene and pathway p-values using the Adaptive Rank Truncated test (ARTP). This package can be used to analyze pathways/genes based on a genetic association study, with a binary case-control outcome or a survival outcome. This package is an extension of the ARTP method developped by Kai Yu (Genet Epidemiol. 2009) for gene- and pathway-environment interaction analysis.

Arguments

Details

The statistical significance of the pathway-level test statistics is evaluated using a highly efficient permutation algorithm that remains computationally feasible irrespective of the size of the pathway and complexity of the underlying test statistics for summarizing SNP- and gene-level associations. The function ARTP.GE is used to compute gene and pathway p-values provided that the observed and permutation p-values for each SNP already exist in files. The input files required for ARTP.GE could be obtained by calling the function permutation.snp and the function compute.p.snp.obs.

References

Yu K, Li Q, Berger AW, Pfeiffer R, Rosenberg P, Caporaso N, Kraft P, Chatterjee N (2009). Pathway analysis by adaptive combination of P-values. Genet Epidemiol 33:700-709.

See Also

ARTP.GE, permutation.snp, compute.p.snp.obs