Cytoplasmic Expression of Nucleophosmin Accurately Predicts Mutation in the Nucleophosmin Gene in Patients With Acute Myeloid Leukemia and Normal Karyotype
Bibliographic record
Abstract
Mutations in the nucleophosmin (NPM1) exon 12 resulting in delocalization of NPM1 into the cytoplasm occur in 50% to 60% of acute myeloid leukemia cases with a normal karyotype (AML-NK). As recent studies suggest such patients have a favorable prognosis and there are discordant reports of the immunohistochemical detection of cytoplasmic NPM1 (NPMc+) for predicting NPM1 gene mutations, we correlated the immunohistochemical detection of NPMc+, NPM1 gene mutations, and prognosis in 57 cases of AML-NK. All 31 NPMc+ cases (54% of total) had NPM1 mutations, but none of the 26 nucleus-restricted (NPMc-) cases (46% of total) had NPM1 mutations (P < .0001). NPM1 mutations were correlated with FLT3-internal tandem duplication (ITD) (P = .0062), absence of CD34 (P = .0001), and absence of CD7 (P = .041). There was a favorable survival outcome in AML-NK cases that were NPM1 mutated and FLT3-ITD nonmutated. Our data confirm that cytoplasmic NPM1 immunoreactivity predicts NPM1 mutations and warrants inclusion in the routine diagnostic and prognostic workup of AML.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".