A list with element names being node names and the
elements being EntrezLink IDs corresponding to those node names.
exprs
A vector of expression data, with names being Affymetrix
IDs and values being the expression level.
ENTREZIDenvir
An environment mapping Affymetrix IDs to EntrezLink
IDs, such as the ones provided in the xxx2ENTREZID environments from
the Bioconductor data packages (where xxx) is a data package).
mapFun
A function to map expression levels to colors.
log
Whether or not the expression data.
nodeAttrs
A list of node attributes, as per plot.graph.
...
Any extra arguments to be passed to plot.graph.
Details
This function can be used to plot a graph and have the nodes colored
according to expression levels provided by the user. The
graph parameter is a graph object from the graph
package.
The nodeEGmap parameter is a list that maps the nodes of the
graphs to EntrezLink IDs. An example of this is the
IMCAEntrezLink object in the
integrinMediatedCellAdhesion data set in the
graph package.
The exprs argument is a vector mapping expression levels to
Affymetrix IDs. One way to generate an appropriate vector is to
extract a single column from an ExpressionSet.
The ENTREZIDenvir environment maps Affymetrix IDs to EntrezLink
IDs. The simplest way to provide this argument is to load the
preferred Bioconductor data package (e.g. hgu95av2.db) and pass in
that package's xxx2ENTREZID, where xxx is the name of the
package.
The mapFun function defaults to the function defMapFun,
which maps nodes to be either blue, green or red depending for
expression ranges of 0-100, 101-500, and 501+. In the case where
log is TRUE these ranges are modified with
log2. Custom versions of this function can be supplied
by the user - it must take two parameters, first the expression vector
and a boolean value (log) specifying if the data has had a
log2 applied to it. The function must return a vector with the
same names as the expression vector, but the values of the vector will
be color strings.
The nodeAttrs list can be specified if any other node
attributes are desired to be set by the user. Please see the
plot.graph man page for more
information on this. The
other attribute list (attrs and edgeAttrs) can be passed
in via the ... parameter.
The IMCAEntrezLink data structure was created for the purpose of
illustrating this program. On Sept 24 2007, the current version
of hgu95av2.db was used to map from the nodes of IMCAGraph
(in graph package) to Entrez identifiers.
R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(geneplotter)
Loading required package: Biobase
Loading required package: BiocGenerics
Loading required package: parallel
Attaching package: 'BiocGenerics'
The following objects are masked from 'package:parallel':
clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
clusterExport, clusterMap, parApply, parCapply, parLapply,
parLapplyLB, parRapply, parSapply, parSapplyLB
The following objects are masked from 'package:stats':
IQR, mad, xtabs
The following objects are masked from 'package:base':
Filter, Find, Map, Position, Reduce, anyDuplicated, append,
as.data.frame, cbind, colnames, do.call, duplicated, eval, evalq,
get, grep, grepl, intersect, is.unsorted, lapply, lengths, mapply,
match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank,
rbind, rownames, sapply, setdiff, sort, table, tapply, union,
unique, unsplit
Welcome to Bioconductor
Vignettes contain introductory material; view with
'browseVignettes()'. To cite Bioconductor, see
'citation("Biobase")', and for packages 'citation("pkgname")'.
Loading required package: lattice
Loading required package: annotate
Loading required package: AnnotationDbi
Loading required package: stats4
Loading required package: IRanges
Loading required package: S4Vectors
Attaching package: 'S4Vectors'
The following objects are masked from 'package:base':
colMeans, colSums, expand.grid, rowMeans, rowSums
Loading required package: XML
> png(filename="/home/ddbj/snapshot/RGM3/R_BC/result/geneplotter/plotExpressionGraph.Rd_%03d_medium.png", width=480, height=480)
> ### Name: plotExpressionGraph
> ### Title: A function to plot a graph colored by expression data
> ### Aliases: plotExpressionGraph getPlotExpressionColors IMCAEntrezLink
> ### defMapFun
> ### Keywords: utilities graphs hplot
>
> ### ** Examples
>
> if (require("Rgraphviz") && require("hgu95av2.db") &&
+ require("fibroEset")) {
+ data(integrinMediatedCellAdhesion)
+ data(IMCAEntrezLink)
+ data(fibroEset)
+ attrs <- getDefaultAttrs()
+ attrs$graph$rankdir <- "LR"
+ plotExpressionGraph(IMCAGraph, IMCAEntrezLink,
+ exprs(fibroEset)[,1],
+ hgu95av2ENTREZID, attrs = attrs)
+ }
Loading required package: Rgraphviz
Loading required package: graph
Attaching package: 'graph'
The following object is masked from 'package:XML':
addNode
Loading required package: grid
Attaching package: 'Rgraphviz'
The following object is masked from 'package:annotate':
toFile
The following objects are masked from 'package:IRanges':
from, to
The following objects are masked from 'package:S4Vectors':
from, to
Loading required package: hgu95av2.db
Loading required package: org.Hs.eg.db
Loading required package: fibroEset
>
>
>
>
>
> dev.off()
null device
1
>