Glioblastoma with novel <scp><i>EGFR</i></scp> mutations (<scp>T790M</scp> and exon 20 insertion) yet unresponsive to osimertinib: A case report
Bibliographic record
Abstract
Glioblastoma (GBM) is a high-grade adult-type IDH-wildtype diffuse glioma, commonly harboring epidermal growth factor receptor (EGFR) amplification. Here, we describe a case of a 49-year-old man with a GBM harboring a TERT promoter mutation. Despite surgical and chemoradiation therapy, the tumor recurred. At that time, comprehensive genomic profiling by next-generation sequencing identified two rare mutations in EGFR: T790M and an exon 20 insertion. Based on these findings, the patient elected to undergo off-label therapy with osimertinib, a third-generation EGFR tyrosine kinase inhibitor that has shown promising results in non-small cell lung carcinoma, including metastatic to brain, with exactly the same EGFR mutations. Moreover, the drug has excellent central nervous system penetration. Even so, no clinical response was observed, and the patient succumbed to the disease. The lack of response may be related to the specific nature of the EGFR mutations, and/or other unfavorable tumor biology overriding any benefit from osimertinib.
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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 | 0.001 |
| 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".