Severe zoledronic acid (ZOL)-associated hypophosphatemia and prognosis in patients with castration-resistant prostate cancer (CRPC).
Bibliographic record
Abstract
e15180 Background: ZOL therapy is associated with severe (i.e., grade ≥ 3) hypocalcemia and hypophosphatemia in a subset of patients with metastatic CRPC. However, as opposed to the distinct clinical picture of hypocalcemia, the symptoms of hypophosphatemia are less pathognomonic. Furthermore, serum phosphate abnormalities are not regularly reported. Methods: To characterize the rate and clinical impact of severe hypophosphatemia in CRPC patients undergoing ZOL therapy, we identified CRPC patients receiving at least 3 doses of ZOL at our Centre between 01/2004 and 03/2011. Patient demographics, disease characteristics and laboratory parameters were extracted using the Oncology Symptom Control and Information Resource database, and by means of manual chart review. Results: 12 of 90 evaluable patients developed grade ≥ 3 hypophosphatemia (nadir) after 364±299 days (mean±SD) following the first dose of ZOL. While only one patient presented with concomitant severe hypocalcemia, the hypophosphatemia nadir coincided with rising PSA readings in 9 out of 11 informative patients. Severe ZOL-associated hypophosphatemia identified patients with worse outcome (median overall survival from time of CRPC diagnosis to death 685 days) compared to patients without documented hypophosphatemia (907 days, HR 0.52, p=0.049; n=42), or patients with grade 1-2 hypophosphatemia (1035 days, HR 0.44, p=0.016; n=36). Otherwise, the prognostic nomogram developed by Armstrong et al appears not to capture the poor prognosis of patients with severe ZOL-associated hypophosphatemia. Conclusions: Grade 3-4 hypophosphatemia occurs in about 15% of CRPC patients undergoing ZOL therapy and is associated with worse prognosis when compared to patients with absent or mild hypophosphatemia. The latter is usually transient and likely related to increased parathyroid hormone levels due to calcium decreases as a consequence of bisphosphonate therapy. On the other hand, the distinct clinical behavior of CRPC presenting with ZOL-associated severe hypophosphatemia suggests that secreted tumor-associated factors such as fibroblast growth factor 23 may contribute to this phenomenon.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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 | 0.000 |
| 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; 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".