Entering edit mode
Caroline Reiff
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40
@caroline-reiff-2015
Last seen 10.2 years ago
Hi,
I am trying to use the package "globaltest" on samples with 2
treatments and could do with some help.....
For input "examplesX" I have arranged my normalised data in a matrix
with rows=probe-ids, columns=samples
For input "examplesY" I have a vector with the data description (WT or
MT)
For the genesets I have a list containing probeids for 2 pathways
My problem: I don`t seem to be able to read my probeids from a .txt
file correctly into a vector called "pathway1"
This is how I tried to do it in bioconductor:
examplesX<-as.matrix(read.table("normalisedresulttable6reps.txt",heade
r=TRUE))
examplesY<-c("WT","MT","WT","MT","WT","MT")
pathway1<-as.vector(read.table("Immune-associated-probesetids.txt"))
pathway2 <- as.vector(read.table("Inflammatory
response-associated-probesetids.txt"))
lst <- list(Probes.immune=(pathway1),Probes.Inflammation=(pathway2))
> lst
$Probes.immune
V1
1 1416292_at
2 1426044_a_at
3 1426207_at
4 1440085_at
$Probes.Inflammation
V1
1 1425947_at
2 1460251_at
3 1416381_a_at
4 1416657_at
//test all genes, this works..but not sure whether I have to specify
that there are 2 treatments?
gt <- globaltest(examplesX, examplesY,)
gt
//test only those genes in the genelists in lst, this does not work
gt <- globaltest(examplesX, examplesY,lst)
gt
Error: genesets should be a (list of) vector(s)
If I however make my list lst as follows my "pathway1" "pathway2" and
"lst" looks different and globaltest works:
>
pathway1<-c("1416292_at","1426044_a_at","1426207_at","1440085_at","NuG
O_emt025263_at","NuGO_emt064290_at","1415697_at","1418133_at")
>
pathway2<-c("1416292_at","1426044_a_at","1426207_at","1440085_at","NuG
O_emt025263_at","NuGO_emt064290_at","1415697_at","1418133_at")
> lst <-
list(Probes.immune=(pathway1),Probes.Inflammation=(pathway2))
> lst
$Probes.immune
[1] "1416292_at" "1426044_a_at" "1426207_at"
[4] "1440085_at" "NuGO_emt025263_at" "NuGO_emt064290_at"
[7] "1415697_at" "1418133_at"
$Probes.Inflammation
[1] "1416292_at" "1426044_a_at" "1426207_at"
[4] "1440085_at" "NuGO_emt025263_at" "NuGO_emt064290_at"
[7] "1415697_at" "1418133_at"
> gt <- globaltest(examplesX, examplesY,lst)
> gt
Global Test result:
Data: 6 samples with 23865 genes; 2 pathways tested
Model: logistic
Method: All 10 permutations
Genes Tested Statistic Q Expected Q sd of Q
Probes.immune 8 8 80.72 35.02 39.695
Probes.Inflammation 8 8 80.72 35.02 39.695
P-value
Probes.immune 0.2
Probes.Inflammation 0.2