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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"

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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!

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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"

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