PATH-47. MOLECULAR MARKERS ASSOCIATED WITH SURVIVAL IN GRADE 3 MENINGIOMA
Bibliographic record
Abstract
Abstract Meningiomas have historically been graded using histologic features. However, a subset of meningiomas progress in manners inconsistent with their histologic grading. While TERT promoter (TERTp) mutations and CDKN2A/B homozygous deletion were recently added to the WHO 2021 classification criterion for grade 3 meningioma, the precise prognostic implications of these and other molecular features remain to be fully characterized. In this case series, we explored whether molecular markers were associated with clinical outcomes in a single-center cohort of grade 3 intracranial meningiomas. Demographic, clinical and histopathological information were obtained from the electronic medical records of all grade 3 meningioma cases surgically treated at a tertiary center between 2007-2020. Tissue blocks were reviewed by a neuropathologist and tested for TERTp mutations, BAP1 and CDKN2A/B copy number profiles, and BAP1, p16 and MTAP expression by immunohistochemistry (IHC). Predictors of survival were identified by Cox regression. Fifteen patients (8 female, 7 male) with a median age of 64 (IQR: 48, 74) years were included. Eight (53%) tumors were classified as anaplastic, 6 (40%) as rhabdoid and 1 (6.7%) as papillary. One (7%) rhabdoid tumor exhibited BAP1 loss, while four (27%) tumors harbored TERTp mutations and 3 (20%) demonstrated homozygous CDKN2A/B loss. All three tumors exhibiting homozygous CDKN2A/B loss were MTAP-negative, while two were p16-negative and the third showed focal (< 50%) p16 loss by IHC. TERTp mutations and CDKN2A/B copy number status were associated with significant reductions in RFS (HR = 6.90, 95% CIs: 1.13-42.2 and HR = 12.0, 05% CIs: 1.51-95.4, respectively) and OS (HR = 8.72, 95% CIs: 1.87-40.6 and HR = 6.18, 95% CIs: 1.30-29.4, respectively). The associations between reduced OS and TERTp mutations and CDKN2A/B status remained significant after adjusting for Simpson resection grade. Our findings support using TERT p mutations and CDKN2A/B status for prognostication in grade 3 meningioma.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".