Description Usage Arguments Value Author(s) References
Integrates statistics of differential expression for a specified contrast with a network adjacency matrix. Output of this function is required input for DoExpMod.
1 |
statR.o |
The output of GenStatR, or analogous object generated by user. |
adj.m |
The adjacency matrix defining the network of gene relations, e.g. a PPI network, annotated to NCBI entrez gene IDs. |
c |
An integer specifying the desired contrast, i.e. column of the contrast matrix. User needs to check which column of statR.o$cont is the one of interest. |
A list with following entries:
statR |
matrix of gene expression moderated t-statistics and P-values for the genes in the integrated network |
adj |
adjacency matrix of the maximally connected integrated network (at present only the maximally connected subnetwork is used for subsequent inference) |
avexp |
average expression data matrix mapped to unique Entrez IDs |
"Yinming Jiao"<20907099@zju.edu.cn>, "Andrew E Teschendorff"<andrew@picb.ac.cn>
A systems-level integrative framework for genome-wide DNA methylation and gene expression data identifies differential gene expression modules under epigenetic control. Jiao Y, Widschwendter M, Teschendorff AE. Bioinformatics. 2014;30(16):2360-2366.
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