Table 2.
AML per-cell mutation-label validation using cell-state-residual scores. “Comparison” required an explicit wild-type transcript annotation without a contradictory mutant annotation; it does not establish complete genomic wild type.
| Driver | Mutant | Comparison | Apparent AUROC | Cliff’s δ | FDR q |
|---|---|---|---|---|---|
| NPM1 | 542 | 1457 | 0.753 | 0.506 | 7.3 × 10−67 |
| TP53 | 51 | 25 | 0.743 | 0.485 | 2.5 × 10−3 |
| DNMT3A | 146 | 404 | 0.714 | 0.429 | 9.4 × 10−14 |
| RAD21 | 9 | 187 | 0.708 | 0.417 | 0.106 |
| SMC3 | 7 | 19 | 0.684 | 0.368 | 0.338 |
| NRAS | 36 | 114 | 0.601 | 0.203 | 0.162 |
| FLT3 | 46 | 124 | 0.558 | 0.116 | 0.425 |
| KIT | 23 | 36 | 0.502 | 0.005 | 0.981 |
| RUNX1 | 23 | 25 | 0.485 | −0.030 | 0.948 |
| TET2 | 18 | 30 | 0.454 | −0.093 | 0.722 |
| IDH2 | 2 | 228 | 0.329 | −0.342 | 0.585 |
| KRAS | 2 | 41 | 0.317 | −0.366 | 0.585 |