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. 2021 Nov 10;24(12):103415. doi: 10.1016/j.isci.2021.103415
REAGENT or RESOURCE SOURCE IDENTIFIER
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