ATRT-03. PRIMARY DIFFUSE LEPTOMENINGEAL ATYPICAL TERATOID/RHABDOID TUMOR (ATRT) OF CHILDHOOD DEMONSTRATING UNEXPECTED IMPROVEMENT UPON CESSATION OF CONVENTIONAL THERAPY FOR PRESUMED PROGRESSION; A MOLECULARLY CHARACTERIZED CASE REPORT
Bibliographic record
Abstract
Abstract BACKGROUND Atypical teratoid/rhabdoid tumors (ATRTs) are malignant tumors of the central nervous system, typically presenting in the posterior fossa of very young children. Prognosis remains poor despite current therapy, while tumorigenesis implicates both genomic and epigenetic dysregulation. Primary diffuse leptomeningeal disease (PDL ATRT), without a defined intraparenchymal lesion, is an extremely rare ATRT variant with only seven cases reported. None of these preceding cases had undergone molecular characterization. We compared our case, who demonstrated an atypical clinical and radiological trajectory, against these seven cases. CASE PRESENTATION We describe a PDL ATRT, with hitherto novel molecular and imaging characteristics, in a pediatric patient who subsequently demonstrated radiological and clinical recovery from radiologically diagnosed metastatic relapse in the absence of conventional ATRT salvage treatment. Our case is the first to utilize Magnetic Resonance Imaging Arterial Spin Labelling perfusion imaging to suggest an underlying malignancy as the responsible etiology for this patient’s complex presentation, and the first to use methylation profiling to establish a tumor molecular subgroup for a PDL ATRT patient (identifying a MYC-subgroup in this case). CONCLUSIONS For this reported case of pediatric MYC-subgroup PDL ATRT, MR perfusional imaging aided in establishing the diagnosis and predicting potential relapse as part of a multi-parametric imaging assessment. We administered upfront intensive multimodal therapy, including high-dose CSRT to the patient, resulting in the longest overall survival for any patient reported with this extremely challenging ATRT variant. His unanticipated clinical and radiological improvement following a subsequent radiological diagnosis of tumor relapse highlights the importance of confirming recurrence by tissue extraction where feasible, but suggests that further evaluation of histone deacetylase inhibition as a potential future therapy in ATRT is warranted.
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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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".