/crc-immune-hubs

Principal analysis code used in for analysis of single cell RNAseq of primary untreated colon cancer. As described in: "Spatially organized multicellular immune hubs in human colorectal cancer"

Primary LanguageJupyter NotebookOtherNOASSERTION

CRC Immune Hub expression program analysis

Principal analysis code used in "Spatially organized multicellular immune hubs in human colorectal cancer".



Installation

Clone the repository from github:

git clone https://github.com/matanhofree/crc-immune-hubs.git

Prerequisites:

  • Matlab (>R2019a)
  • python (3.7) & jupyter



Data download

Data from used in the analysis can be downloaded from the supplemental website to a data folder.

For example you can use wget:

wget -r -np -nH --cut-dirs=2 -R "index.html*" https://portals.broadinstitute.org/crc-immune-hubs/extra/data/colon10x_default/
wget -r -np -nH --cut-dirs=2 -R "index.html*" -R "*.tar.gz" https://portals.broadinstitute.org/crc-immune-hubs/extra/data/matlab/
wget -r -np -nH --cut-dirs=2 -R "index.html*" https://portals.broadinstitute.org/crc-immune-hubs/extra/data/cNMF_tSNE/



Jupyter notebooks

The notebooks folder of this repo contains jupyter notebooks for reproducing the key figures included in our publication.
These notebooks use the Calysto/matlab_kernel to remotely run matlab code in jupyter notebooks instance. See the following for instructions on how to configure this jupyter_kernel: [1], [2].



Under construction

(Last update: Sept. 5th)
Note: the repositiory will be updated in the coming days to inlclude additional code and examples.
Please check back again soon!