G-CSF as a Potent Mitogen Augments the Elimination of CML Stem Cells by Imatinib Mesylate In Vitro.
Bibliographic record
Abstract
Abstract Imatinib mesylate (IM; Glivec®, Novartis) induces an impressive frequency of complete cytogenetic remission in patients with Chronic Myeloid Leukemia (CML) but molecular disease persists in most cases. We have previously demonstrated survival and accumulation of quiescent Ph+ CD34+ cells in the presence of IM in vitro. Using Q-RT-PCR analysis of FACS-purified subsets, we have since found that granulocyte-colony stimulating factor receptor (G-CSFR) transcript levels are significantly elevated in these primitive quiescent CML cells relative to their normal counterparts. Indeed CD34+ CML cells proliferated in response to exogenous G-CSF (20 – 200 ng/mL). Both total and quiescent CD34+ cell numbers were measured to test the effects of G-CSF with IM. Primary CFSE-labelled, CD34-enriched CML cells were cultured in serum-free medium for 3 cycles of treatment, 96 hours each (12 days in total). Nine treatment conditions were compared: (1) incubation alone (no G-CSF or IM), (2) continuous G-CSF alone, (3) continuous IM alone, (4) pulsed IM (final 72 hr of each 96 hr cycle), (5) continuous G-CSF with pulsed IM, (6) pulsed G-CSF (for first 24 hr) then washed out before pulsed IM, (7) pulsed G-CSF alone, (8) pulsed G-CSF with continuous IM, and (9) continuous G-CSF and IM. Pulsed G-CSF with continuous or pulsed IM, and continuous or pulsed IM alone, reduced total viable cell numbers more than continuous G-CSF with or without IM. Notably, at the end of 3 treatment cycles, pulsed G-CSF before pulsed or continuous IM reduced the number of persisting quiescent CD34+ CML cells 5-fold more than continuous IM alone (p<0.03, n = 6). Thus, use of a pulsed G-CSF and IM regimen in vivo may offer a novel therapeutic strategy for the improved elimination of primitive quiescent CML cells that are relatively IM-insensitive. A clinical protocol incorporating this strategy has been given ethical approval, and is being tested in a pilot study in the UK.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.002 | 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".