Therapeutic (High) Doses of Rituximab Activate Calcium Mobilization and Inhibit B-cell Growth via an Unusual Mechanism Triggered Independently of Both CD20 and Fcγ Receptors
Bibliographic record
Abstract
Rituximab is a CD20-specific monoclonal antibody that effectively targets and depletes B lymphocytes in vivo, primarily via indirect cytotoxic mechanisms. Direct effects on B cells may also contribute to B-cell depletion but are less clearly defined. In this report, we demonstrate that monomeric rituximab, at the high concentrations found in plasma following infusion of therapeutic doses, induces prolonged low-amplitude release of calcium from thapsigargin-sensitive intracellular stores and reduces the growth of Ramos B cells in culture. Intracellular calcium release was triggered via a signaling pathway distinct from the lipid raft-dependent and src family kinase-dependent pathway that is activated by CD20 hypercrosslinking or B-cell receptor association. The response was independent of both CD20 and Fc receptor binding, and was also triggered by some, but not all, irrelevant monoclonal IgG1 antibodies. The data indicate that unique regions within IgG may contribute to direct effects of therapeutic monoclonal antibodies delivered at suprasaturating concentrations.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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".