A Combination of MTAP and p16 Immunohistochemistry Can Substitute for <i>CDKN2A</i> Fluorescence In Situ Hybridization in Diagnosis and Prognosis of Pleural Mesotheliomas
Bibliographic record
Abstract
CONTEXT.—: Homozygous deletion (HD) of CDKN2A is one of the most frequent genetic abnormalities in pleural mesotheliomas. HD of CDKN2A by fluorescence in situ hybridization (FISH) is a reliable marker of malignancy in mesothelial proliferations; however, evaluation of CDKN2A deletion requires FISH. The 9p21 locus includes both CDKN2A and MTAP (methylthioadenosine phosphorylase); the latter is frequently codeleted with CDKN2A. OBJECTIVE.—: To examine the question of whether immunohistochemistry for MTAP and p16, the protein product of CDKN2A, can serve as a surrogate for CDKN2A HD by FISH. DESIGN.—: A random selection of 125 pleural mesothelioma cases was divided into 3 groups for evaluation of p16 and MTAP expression compared with FISH for CDKN2A deletion: 53 with HD, 39 with heterozygous deletion, and 33 without deletion. RESULTS.—: By itself, loss of p16 nuclear expression (<1% staining) showed a high sensitivity (96%) but low specificity (43%) for CDKN2A HD by FISH. MTAP cytoplasmic expression loss (≤30% staining) showed a 97% specificity and 69% sensitivity. The combination of p16 nuclear (<1% staining) and MTAP cytoplasmic (≤30% staining) loss demonstrated both high specificity (96%) and high sensitivity (86%). Patients with retained p16 expression (≥1%) had the best prognosis, whereas a p16 (<1%)/MTAP loss combination was associated with a dismal prognosis. CONCLUSIONS.—: MTAP immunohistochemical staining is a valid surrogate marker for CDKN2A HD by FISH; however, to obtain the same accuracy as the FISH assay, a combination of nuclear p16 and cytoplasmic MTAP staining is recommended. These findings correlate with prognosis.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".