Skip to content

Standalone shiny server container for viewing CellChat object

Notifications You must be signed in to change notification settings

sqjin/CellChatShiny

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

16 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

CellChat Shiny App

This is CellChat's Shiny app docker container or standalone shiny app for our Cell-Cell Communication Atlas Explorer, which allows interactive exploration of the cell-cell communication that are analyzed by our CellChat R-package.

Running CellChat Shiny docker container:

  • Step I: Please install docker if not on your system, and save your CellChat object from R/Rstudio as cellchat.rds using saveRDS().

  • Step II: Download the prebuilt container to your system by running the command below in the terminal

docker pull ucigenomics/cellchatshiny:beta
  • Step III: Run the cellchatshiny docker container by running the example command below in the terminal
docker run --name cellchatshiny -p 2020:3838 -d --restart unless-stopped -v /PATH_to_File/cellchat.rds:/srv/shiny-server/Cellchat/cellchat.rds ucigenomics/cellchatshiny:beta

NB: In Step III, you MUST specify the absolute path to the cellchat.rds file you saved by modifying the part /PATH_to_File/cellchat.rds in the above command.

Running multiple CellChat Shiny apps

To open two apps for simultaneously exploring cell-cell communication from two datasets, you would need to open a new instance of docker run, and assign a different container name (--name) and also host port (-p XXXX:3838). For example, here we create two apps for two CellChat objects cellchat_humanSkin_NL.rds and cellchat_humanSkin_LS.rds by running the command below in the terminal

docker pull ucigenomics/cellchatshiny:beta

docker run --name cellchatshiny_NL -p 2020:3838 -d --restart unless-stopped -v /Users/suoqinjin/Documents/CellChat/tutorial/cellchat_humanSkin_NL.rds:/srv/shiny-server/Cellchat/cellchat.rds ucigenomics/cellchatshiny:beta

docker run --name cellchatshiny_LS -p 2021:3838 -d --restart unless-stopped -v /Users/suoqinjin/Documents/CellChat/tutorial/cellchat_humanSkin_LS.rds:/srv/shiny-server/Cellchat/cellchat.rds ucigenomics/cellchatshiny:beta

We then can access the two CellChat apps using the two urls: http:https://localhost:2020/Cellchat and http:https://localhost:2021/Cellchat

Running CellChat standalone shiny app:

Currently this standalone shiny app can be only used in Linux system.

  • Setup your shiny server and create a Cellchat subdirectory under '.../shiny-server/' and then copy global.R, server.R, and ui.R from this repository to the '.../shiny-server/Cellchat' directory.
  • Generate your Cellchat object from R/Rstudio and save the object as 'cellchat.rds' file and copy this rds file to the same '.../shiny-server/Cellchat' directory
  • Run the shiny server and open the Cellchat app from the Cellchat sublocation of the server url. e.g. 'http:https://localhost:3838/Cellchat'

Help or Suggestion

If you have any question, comment or suggestion, please post it in the 'Issues' section or contact [email protected].

Docker command

The full docker commands are list here. Below are several common used.

  • docker run: Run a command in a new container
  • docker ps: List all containers
  • docker stop: Stop one or more running containers
  • docker rm: Remove one or more containers

About

Standalone shiny server container for viewing CellChat object

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Languages

  • R 88.1%
  • Dockerfile 11.9%