To install oneSENSE package, start R and run the following code:
Load the package with the following code
Read the package description to find out more about oneSENSE GUI
## No documentation for 'onesense_GUI()' in specified packages and libraries: ## you could try '??onesense_GUI()'
One-SENSE measures cellular parameters assinged to manually predefined
catergories, and a one-dimensional map is constructed for each catergory
using t-SNE. Each dimension is informative and can be annotated through
the use of heatplots aligned in parallel to each axis, allowing for
simultaneous visualization of two catergories across a two-dimensional plot.
The cellular occupancy of the resulting plots alllows for direct assessment
of the relationships between the categories.
Read more about One-SENSE: here
The easiest way to access oneSENSE is via the Graphics User Interface(GUI)
provided in the package. After loading the package, simply set the directory
as instructed in the note above and run the following code:
The interface will appear like below, you can click the information button
! to check the explanation for each entry and customize your own analysis.
1. Choose the directory where the FCS files are located.
2. Display the markers you want to select
3. Select the first, second and/or third(optional) category of markers
you want to group together
4. Input the number you want to subsample from each FCS file under ceil.
5. Input the number of bins you want for the cells to be sorted into
6. Press submit and it will run to produce median heatplots
7. If you wish to do a frequency heatmap, press select coordinates,
and after selecting coordinates, press generate CSV.