Table 3. Single gene as biomarker for infectious or autoimmune diseases.
Disease | Training Data | Test Data | Gene | TP | FN | FP | TN | Recall | Precision | F1 |
---|---|---|---|---|---|---|---|---|---|---|
Burn | GSE37069 | GSE19743 | HP | 112 | 2 | 1 | 62 | 0.99 | 0.98 | 0.99 |
Sepsis | GSE69528 | GSE80496 | HP | 24 | 0 | 0 | 21 | 1.00 | 1.00 | 1.00 |
Injury | GSE36809 | GSE11375 | HP | 155 | 3 | 0 | 26 | 1.00 | 0.98 | 0.99 |
KD | GSE63881 | GSE68004 | ANXA3 | 75 | 1 | 4 | 33 | 0.95 | 0.99 | 0.97 |
Logistic model was used. KD, Kawasaki disease. Please refer to Table 1 for the meanings of the abbreviations.