Notch affects the prodifferentiating effect of retinoic acid and <scp>PMA</scp> on leukemic cells
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Notch proteins determine cell fate decisions in the development of diverse tissues. Notch has been initially found in T-ALL but its role has been also studied in myelopoiesis and myeloid leukemias. Studies in different model systems have led to a widespread controversy as to whether Notch promotes or blocks myeloid differentiation. In this work, we evaluated the influence of Notch activation on leukemic cell differentiation along the monocytic and myelocytic pathway induced by phorbol 12-myristate 13-acetate (PMA) or all-trans retinoic acid (ATRA). We observed that differentiation of the human myeloblastic cell line HL-60 can be retarded or blocked by Delta/Notch interaction. ATRA induces complete remission in patients with acute promyelocytic leukemia, but it cannot completely eliminate the leukemic clone and to be effective it should be combined with chemotherapy. Our findings suggest that Notch signaling may contribute to the incomplete elimination of the leukemic cells after PMA or ATRA treatment and the blockage of Notch pathway may be beneficial in the treatment of myeloid leukemia. © 2014 International Society for Advancement of Cytometry.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| 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 it