Table 2.
Cohorts collected to construct AIGPS for skin cancer classification
| Datasets | Platform | Technology | Sample preservation methods | Annotation data chip | Healthy | BCCa | SCCb | MCCc | MELd | Count |
|---|---|---|---|---|---|---|---|---|---|---|
| GSE02503 | GPL96 | Affymetrix | Fresh tissue | hgu133a.db | 6 | 5 | 11 | |||
| GSE03189 | GPL96 | Affymetrix | – | hgu133a.db | 25 | 45 | 70 | |||
| GSE06710 | GPL96 | Affymetrix | Fresh tissue | hgu133a.db | 13 | 13 | ||||
| GSE07553 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 4 | 15 | 11 | 56 | 86 | |
| GSE13355 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 64 | 64 | ||||
| GSE14905 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 21 | 21 | ||||
| GSE15605 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 16 | 58 | 74 | |||
| GSE29359 | GPL6104 | Illumina | Fresh tissue | illuminaHumanv2.db | 82 | 82 | ||||
| GSE30999 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 85 | 85 | ||||
| GSE32407 | GPL571 | Affymetrix | Fresh tissue | hgu133a2.db | 10 | 10 | ||||
| GSE32628 | GPL6102 | Illumina | Fresh tissue | lumiHumanAll.db | 15 | 15 | ||||
| GSE32924 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 8 | 8 | ||||
| GSE36150 | GPL5175 | Affymetrix | FFPE | huex10sttranscriptcluster.db | 15 | 15 | ||||
| GSE39612 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 2 | 4 | 30 | 36 | ||
| GSE42109 | GPL570,GPL571 | Affymetrix | Fresh tissue | hgu133a2.db | 11 | 11 | ||||
| GSE42677 | GPL571 | Affymetrix | Fresh tissue | hgu133a2.db/hgu133plus2.db | 10 | 10 | 20 | |||
| GSE45216 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 30 | 30 | ||||
| GSE46517 | GPL96 | Affymetrix | Fresh tissue | hgu133a.db | 16 | 83 | 99 | |||
| GSE50451 | GPL570,GPL571 | Affymetrix | Fresh tissue | hgu133plus2.db | 23 | 23 | ||||
| GSE52471 | GPL571 | Affymetrix | Fresh tissue | hgu133a2.db | 13 | 13 | ||||
| GSE53223 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 18 | 18 | ||||
| GSE53462 | GPL10558 | Illumina | Fresh tissue | lumiHumanAll.db | 5 | 16 | 5 | 26 | ||
| GSE66359 | GPL570 | Affymetrix | Fresh tissue | hgu133plus2.db | 8 | 8 | ||||
| GSE82105 | GPL570 | Affymetrix | – | hgu133plus2.db | 6 | 6 | 12 | |||
| Total | 320 | 44 | 88 | 68 | 330 | 850 |
BCC, Basal cell carcinoma.
SCC, Squamous cell carcinoma.
MCC, Merkel cell carcinoma.
MEL, melanoma.