Deposited data |
|
mRNA-seq of 146 PDAC primary tumor patients |
The Cancer Genome Atlas |
PAAD |
microRNA-seq of 146 PDAC primary tumor patients |
The Cancer Genome Atlas |
PAAD |
DNA methylation array of 146 PDAC primary tumor patients |
The Cancer Genome Atlas |
PAAD |
mRNA-seq of 59 PDAC primary tumor patients |
International Cancer Genome Consortium |
PACA-AU |
mRNA microarray of 64 PDAC primary tumor patients |
International Cancer Genome Consortium |
PACA-AU |
DNA methylation array of 57 PDAC primary tumor patients |
International Cancer Genome Consortium |
PACA-AU |
mRNA microarray of 65 PDAC primary tumor patients |
Gene Expression Omnibus |
GEO: GSE62452
|
microRNA array of 65 PDAC primary tumor patients |
Gene Expression Omnibus |
GEO: GSE62498
|
|
Software and algorithms |
|
TCGA-Assembler |
Zhu et al., 2014 |
https://github.com/compgenome365/TCGA-Assembler-2 |
Survival |
R Core Team |
https://www.R-project.org |
Survminer |
R Core Team |
https://www.R-project.org |
biomaRt |
Durinck et al., 2009 |
https://doi.org/10.18129/B9.bioc.biomaRt |
Impute |
Trevor et al., 2019 |
https://doi.org/10.18129/B9.bioc.impute |
illuminaHumanv4.db |
Dunning et al., 2015 |
https://doi.org/10.18129/B9.bioc.illuminaHumanv4.db |
FDb.InfiniumMethylation.hg19 |
Tim Triche, 2015 |
https://doi.org/10.18129/B9.bioc.FDb.InfiniumMethylation.hg19 |
tensorflow 1.15.0 |
Abadi et al., 2016 |
https://www.tensorflow.org/ |
numpy 1.19.5 |
Harris et al., 2020 |
https://numpy.org/ |
scikit-learn 0.23.1 |
Pedregosa et al., 2011 |
https://scikit-learn.org/ |
pandas 1.1.2 |
McKinney, 2010 |
https://pandas.pydata.org/ |
MODEL-P code |
This paper |
https://github.com/ErasmusMC-Bioinformatics/MODEL-P |