Table 1.
Brief overview of the datasets used in the study.
| Dataset | Public ID | Sample preservation | n | Stage | FFPE-RNA isolation protocol | FFPE library preparation protocol | Gene-expression platform |
|---|---|---|---|---|---|---|---|
| Discovery cohort – low-quality set | GSE33113 | FFPE and matched FF | 22 | II | RNeasy FFPE kit (QIAGEN) | NEBNext Ultra Directional RNA Library Prep Kit with rRNA depletion (Illumina) | FFPE: HiSeq4000, 150 bp, paired-end (Illumina) |
| FF: Affymetrix U133 Plus 2.0 chips | |||||||
| Discovery cohort – moderate-quality set | GSE33113 | FFPE and matched FF | 12 | II | Allprep DNA/RNA/miRNA Universal kit (QIAGEN) | Truseq RNA Exome Prep kit (Illumina) | FFPE: HiSeq2500, 65 bp, single-end (Illumina) |
| RNeasy FFPE kit (QIAGEN) | FF: Affymetrix U133 Plus 2.0 chips | ||||||
| Training cohort | TCGA COAD and READ | FF | 622 | I–IV | NA | NA | Multiple |
| FF-RNA validation cohort | GSE39582 (CIT cohort) | FF | 519 | I–IV | NA | NA | Affymetrix U133 Plus 2.0 chips |
| FFPE-RNA application cohort | GSE267010 | FFPE | 104 | IV | Allprep DNA/RNA FFPE kit (QIAGEN) | SMARTer Stranded Total RNA-Seq Kit v3 Pico (Takara Bio [TAKARA]) | NovaSeq6000, 150 bp, paired-end (Illumina) |
ID, identification; n, number of patients; FFPE, formalin-fixed paraffin-embedded; FF, fresh-frozen; TCGA, The Cancer Genome Atlas; COAD, colon adenocarcinomas; READ, rectum adenocarcinomas; NA, not applicable; CIT, Cartes d’Identité des Tumeurs.