Imatinib Mesylate (Gleevec©): Targeted Therapy Against Cancer with Immune Properties
Bibliographic record
Abstract
The treatment against cancer is being flooded by targeted therapies. Imatinib mesylate (Gleevec) was the first molecule to provide the proof of principle that targeting an aberrant tyrosine kinase responsible for the uncontrolled cell cycle progression allows for the eradication of tumors. The ideal targeted therapy should eliminate the molecular event responsible for the disease, an oncogenic product such as c-KIT, ABL/BCR and PDGFRa in the case of Gleevec. Two issues related to this conceptual advance are raised in clinical practice. First, these therapies might target additional pathways generating side effects. Secondly, non tumoral cells bearing the molecular target might respond and induce additional biological outcomes. This review will summarize the by-stander immune modulations promoted by the paradigmatic compound Gleevec, leading to unexpected new therapeutic indications.
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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) | 0.003 | 0.002 |
| Meta-epidemiology (broad) | 0.008 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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; both teacher heads agree on what is shown here.
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".