A Low CD34+ Cell Dose Predicts Relapse and Death Early following Autologous Blood Stem Cell Transplantation
Bibliographic record
Abstract
The purpose of this study was to determine if the CD34+ cell dose is independently associated with progression-free (PFS) and overall survival (OAS) for patients treated with autologous blood stem cell transplantation (ASCT). From 1993 to 1999, 277 consecutive patients received ASCT in Calgary for stage 2/3 breast cancer (n = 65), metastatic breast cancer (n = 33), aggressive non-Hodgkin's lymphoma (NHL n = 80), low grade NHL (n = 21), Hodgkin's disease (n = 31), or other cancers (n = 47). Disease status at ASCT was first remission (n = 123), relapse (n = 112), or refractory (n = 42). Patients were grouped into quartiles according to the CD34+ cell dose (<4, 4-7, 7-14, and > 14 × 10(6)/kg). Univariate and multivariate analyses were performed for both PFS and OAS considering the following factors: age, gender, diagnosis, disease status (first remission, relapse, refractory), number of prior chemotherapy regimens, prior radiotherapy (RT), mobilization regimen (G-CSF only, Chemotherapy plus G-CSF, or dose-intensive cyclophosphamide, etoposide, cisplatin (DICEP) plus G-CSF), TBI or non-TBI conditioning, and CD34+ cell dose. The most discriminating cut point of the CD34+ dose for PFS (p <.0001, r(2) =.064) and OAS (p <.0001, r(2) =.066) was found to be 4 × 10(6)/kg. There was no difference in PFS or OAS between the three quartiles above 4 × 10(6)/kg. Using Cox proportional hazards models, factors independently associated with PFS were CD34+ dose < 4 × 10(6)/kg (RR = 2.21, p <.0001), refractory disease status (RR= 6.03, p <.0001), relapsed disease status (RR = 2.04, p =.002), and age > 50 years (RR = 1.91, p =.002). Factors independently associated with OAS were CD34+ dose < 4 × 10(6)/kg (RR = 2.14, p =.0007), refractory disease status (RR = 5.35, p <.0001), relapsed disease status (RR = 2.23, p =.0033), and age > 50 years (RR = 1.81, p =.012). In conclusion, a CD34+ cell dose less than 4 × 10(6)/kg independently predicted lower PFS and OAS rates following ASCT.
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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 | 0.000 | 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".