Deposited data |
|
Processed single-cell RNA-seq data in human Melanoma patients |
Sade-Feldman et al.5
|
GEO: GSE120575
|
Processed single-cell RNA-seq data in human TNBC patients |
Zhang et al.7
|
GEO: GSE169246
|
Anti-PD1-treated breast cancer-I-SPY2 |
Wolf et al.51
|
GEO: GSE196096
|
Anti-PD1-treated melanoma-Hugo |
Hugo et al.52
|
GEO: GSE78220
|
Anti-PD1-treated advanced melanoma-Riaz |
Riaz et al.53
|
GEO: GSE91061
|
Anti-PD1, anti-PD1+anti-CTLA-4-treated melanoma- Gide |
Gide et al.54
|
ENA: PREJEB23709 |
|
Software and algorithms |
|
scCURE |
GitHub |
https://doi.org/10.5281/zenodo.8418094 |
Seurat-4.9.9 |
CRAN |
https://satijalab.org/seurat/ |
R-4.1.2 |
The R Foundation |
https://www.r-project.org/ |
Batchelor-1.6.3 |
Bioconductor |
https://bioconductor.org/packages/release/bioc/html/batchelor.html |
Monocle-2.28.0 |
Bioconductor |
https://bioconductor.org/packages/release/bioc/html/monocle.html |
MATLAB R2021a |
MathWorks |
https://www.mathworks.com |
NicheNet-v2.0.0 |
Browaeys et al.42
|
https://github.com/saeyslab/nichenetr |
GSEA Analysis |
Mootha et al.55 Subramanian et al.56
|
https://www.gsea-msigdb.org/gsea/index.jsp |
Survival Analysis |
Tang et al.57
|
http://gepia2.cancer-pku.cn/#survival |
pheatmap-v1.0.12 |
CRAN |
https://cran.r-project.org/web/packages/pheatmap/ |
VISION-v3.0.1 |
Github |
https://github.com/YosefLab/VISION |
ggplot2-3.4.3 |
CRAN |
https://ggplot2.tidyverse.org |
circlize-0.4.15 |
Gu et al.58
|
https://cran.r-project.org/web/packages/circlize/ |
glmnet-4.1-8 |
CRAN |
https://cran.r-project.org/web/packages/glmnet/ |
cancerclass-1.44.0 |
Bioconductor |
https://www.bioconductor.org/packages/release/bioc/html/cancerclass.html |