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[Preprint]. 2026 Jul 26:2026.07.24.740598. [Version 1] doi: 10.64898/2026.07.24.740598

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