Rituximab in children with myelin oligodendrocyte glycoprotein antibody and relapsing neuroinflammatory disease
Bibliographic record
Abstract
The aim of this study was to evaluate tolerability of and response to rituximab in children with myelin oligodendrocyte glycoprotein (MOG) antibody-positive relapsing neuroinflammatory disease. This was an observational study of prospectively collected data on 12 consecutive children (eight females, four males; median age at onset 10y 6mo [interquartile range {IQR} 7y 2mo-12y 5mo], median follow-up 2y 1mo [IQR 1y 7mo-2y 6mo]) with central nervous system inflammation and persistent serum MOG immunoglobulin G positivity more than 12 weeks after clinical presentation. Patients received a standardized rituximab treatment protocol. MOG antibody testing was performed following standardized cell-based methods. Median clinical follow-up after rituximab induction was 2 years (IQR 1y 7mo-2y 10mo). The relapse rate in the first 12 months posttreatment was 0 (IQR 0-0). After rituximab, two patients relapsed during B-cell suppression and four showed clinical or radiological disease recurrences at B-cell reconstitution. Mild-to-moderate infusion related adverse events occurred in two patients. Leukopenia developed in seven patients and serum immunoglobulin suppression in five patients with no significant age effect on the risk of their development. None developed severe life-threatening events. Rituximab-induced B-cell suppression was associated with absence of relapses in 10 patients who were MOG-positive with recurrent disease. Rituximab was well tolerated. The most frequent adverse effects were hypogammaglobulinemia and leukopenia. We recommend monitoring of complete blood counts and immunoglobulins in this population. WHAT THIS PAPER ADDS: Rituximab appears to control disease in most anti-myelin oligodendrocyte glycoprotein-positive patients with relapsing neuroinflammatory disease. Rituximab was associated with transitory, mild-to-moderate infusion-related effects. Half of patients treated with rituximab developed leukopenia or hypogammaglobulinemia. No opportunistic infections were observed.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| 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".