I was analyzing my data from the cytofkit_analyzedFCS file and when I uploaded the cytofkit.RData file into the shinnyApp I noticed that for each clustering algorithm that I run it appears to be one extra cluster than the number of clusters I get in the FCS file.
For example:
If I upload the FCS in to R and work with the exprs object as a data frame and I do the following:
It means that there are 16 Phenograph clusters. But then when I load the cytofkit.RData file into the shinnyApp, for this example, I would obtain 17 Phenograph clusters, and the tSNE plot contains 17 clusters, so any analysis that I do to the FCS file is useless if I want to use the tSNE plot to illustrate my findings. The total number of events in the FCS file is the input that I gave it (e.g. 10K cells) so there is no lost information, its just a different number of clusters (-1 exactly). Any solution?
I was analyzing my data from the
cytofkit_analyzedFCS
file and when I uploaded thecytofkit.RData
file into the shinnyApp I noticed that for each clustering algorithm that I run it appears to be one extra cluster than the number of clusters I get in the FCS file. For example: If I upload the FCS in to R and work with theexprs
object as a data frame and I do the following:It means that there are 16 Phenograph clusters. But then when I load the
cytofkit.RData
file into the shinnyApp, for this example, I would obtain 17 Phenograph clusters, and the tSNE plot contains 17 clusters, so any analysis that I do to the FCS file is useless if I want to use the tSNE plot to illustrate my findings. The total number of events in the FCS file is the input that I gave it (e.g. 10K cells) so there is no lost information, its just a different number of clusters (-1 exactly). Any solution?Thanks