Description Usage Arguments Value Examples
Analysis results for multiple pairs: visualization outputs including overall
pathway clustering and output for each pathway
The multiOutput
is function to generate visualization outputs
for multiple pairs: including overall pathway clustering outputs, model MDS plot,
model clustering output, heatmap of gene posterior mean, kegg pathway topology for
each pathway
1 2 3 4 |
mcmc.merge.list: |
a list of merged MCMC output matrices. |
dataset.names: |
a vector of dataset names. |
select.pathway.list: |
a list of selected pathways (containing gene components). |
ARS_pathway: |
a list of two data frames: pathway specific ARS values and their permuted p-value (pathway on rows, column being ARS value or the p-values). |
output: |
five options: "clustPathway" (pathway clustering),"mdsModel"(model MDS plot),"clustModel" (model clustering output), "genePM" (generating heatmap of gene posterior mean),"keggView" (generating kegg pathway topology, human KEGG only). For details, please refer to manuscript. cannot be empty. |
hashtb: |
hash table for text mining. |
pathways: |
complete pathway names for text mining. |
keggViewSelect: |
which two datasets to view in KEGG topology. |
optK: |
Optimal number of clusters based on clustering diagnostic results. For "clustPathway" output only. |
kegg_pathname: |
KEGG pathway name list. For "keggView" only. |
hs_gene_id: |
Human sapiens gene id. For "keggView" only. |
stored output in created folders.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 | ## Not run:
#mcmc.merge.list from the merge step
#select.pathway.list from the pathSelect step
#ARS_pathway from the multiARS step
data(hashtb) #include hashtb & pathways
dataset.names <- c("hb","hs","ht","mb","ms","mt")
library(KEGG.db)
kegg_pathname <- unlist(as.list(KEGGPATHID2NAME))
library("org.Hs.eg.db")
hs_gene_id <- unlist(mget(x=rownames(mcmc.merge.list[[1]]),
envir=org.Hs.egALIAS2EG))
multiOutput(mcmc.merge.list,dataset.names,select.pathway.list,
ARS_pathway, output=c("clustPathway","mdsModel","clustModel","genePM","keggView"),
hashtb=hashtb,pathways=pathways,keggViewSelect = c(1,4),optK=7)
## End(Not run)
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