Concomitant Viral and Bacterial Encephalitis after Temozolomide for Glioblastoma
Bibliographic record
Abstract
Following resection of a left temporal lobe glioblastoma, a 59-year-old man received radiation therapy with concurrent and adjuvant temozolomide (TMZ).During this time, he was maintained on dexamethasone 4mg daily.His disease remained stable clinically and radiographically on this therapy.(Figure 1) Four months after radiation therapy, he presented with a oneweek history of confusion, hallucinations and fever.A brain computed tomogram scan showed a resection site abscess for which he underwent surgical drainage.Samples obtained at surgery for bacterial culture demonstrated gram positive cocci.A complete blood count revealed mild lymphopenia with a serum lymphocyte count between 600 and 1,000 x 10 6 /L, and mildly elevated absolute neutrophil count between 7 and 15 x 10 9 /L.Broad-spectrum antibiotic therapy was therefore initiated early for suspected bacterial infection in an immunocompromised patient.However, the patient did not improve clinically and remained stuporous with a best post-operative Glasgow Coma Scale (GCS) never exceeding 7.An electroencephalogram performed three days after surgery showed bilateral anterior temporal periodic lateralizing epileptiform discharges (PLEDs).At that time a brain magnetic resonance imaging (MRI) demonstrated new bilateral temporal, orbito-frontal, and thalamic hyperintensities on T2-weighted sequences (Figure 2).These findings were suspicious for acute Herpes Simplex virus (HSV) encephalitis, and thus acyclovir was added to his antibiotic regimen.Cerebrospinal fluid (CSF) analysis was positive for herpes simplex virus type 1 by polymerase chain reaction (PCR).Given a high pre-test probability and the known high sensitivity and specificity of CSF PCR analysis for viral meningoencephalitis, the result was concluded as confirmative for HSV-1 encephaitis. 1 Despite early broad-spectrum anti-bacterial therapy and immediate initiation of acyclovir following the brain MRI that was suspicious for herpes encephalitis, the patient failed to improve clinically.Follow-up MRI performed three weeks later demonstrated hemorrhagic necrosis of the right anterior temporal lobe and progressive and extensive edema involving adjacent cortex.(Figure 3) Although the patient survived, his functional status was significantly impaired, and no further anticancer therapy was administered.The patient was transferred to palliative care.Temozolomide is myelosuppressive and causes lymphopenia, with selective CD4+ T-lymphocyte suppression in addition to diminished peripheral CD8+ T-cell and B-cell populations.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".