/PDAC_pipeline

Primary LanguageJupyter Notebook

PDAC analysis scripts

Scripts for PDAC Stereo-seq and scRNA-seq data analysis.

Requirements

Note: The scripts in the repository have only been tested in a Linux system.

Software Version Website
Python 3.9.13 https://www.python.org/
R 4.1.1 https://www.r-project.org/
STAR 2.7.1a https://github.com/alexdobin/STAR
PISA 0.7-24 https://github.com/shiquan/PISA
StereoCell 1.0.6 https://github.com/BGIResearch/StereoCell
Seurat 3.1.2 https://satijalab.org/seurat/
RcppML 0.5.6 https://github.com/zdebruine/RcppML
cNMF 1.4.1 https://github.com/dylkot/cNMF
inferCNV 1.12.0 https://github.com/broadinstitute/infercnv
SAW 5.1.3 https://github.com/STOmics/SAW
Stereopy 0.13.0b1 https://github.com/STOmics/Stereopy
SPACEL 1.1.6 https://github.com/QuKunLab/SPACEL
scvi-tools 0.20.3 https://github.com/scverse/scvi-tools
Scanpy 1.10.0 https://github.com/scverse/scanpy
pySCENIC 0.12.1 https://github.com/aertslab/pySCENIC
Metascape 3.5 https://metascape.org/
Squidpy 1.2.3 https://github.com/scverse/squidpy
Monocle 2 2.22.0 http://cole-trapnell-lab.github.io/monocle-release
CellChat 1.6.1 https://github.com/sqjin/CellChat
NicheNetR 2.0.2 https://github.com/saeyslab/nichenetr
Cytoscape 3.9.1 https://cytoscape.org/
NetworkX 2.8.7 https://networkx.org/
Scipy 1.11.1 https://github.com/scipy/scipy
harmony 0.0.9 https://github.com/slowkow/harmonypy
ClusterGVis 0.1.1 https://github.com/junjunlab/ClusterGVis