Zoledronic Acid (ZA)- Associated Nephrotoxicity: An Analysis of Adverse Drug Reaction (ADR) Reports by the Research on Adverse Drug Events and Reports (RADAR) Project.
Bibliographic record
Abstract
Abstract Background-The FDA originally approved zoledronic acid (ZA) in August 2001 for the treatment of hypercalcemia of malignancy and subsequently for prevention of skeletal related events among patients with multiple myeloma (MM), breast, and prostate cancer. Since its approval, the FDA has received several reports of nephrotoxicity. Many of these individuals have myeloma, a malignancy associated with renal damage. Herein, RADAR investigators reviewed the clinical characteristics of ZA-induced nephrotoxicity among cancer patients with multiple myeloma versus other malignancies. We investigated the clinical characteristics and reporting quality of all adverse event (AE) reports describing ZA-associated neprotoxicity. Methods- We analyzed reports of ZA-associated nephrotoxicity from the FDA’s Adverse Event Reporting System, which included a total of 141 AE reports, with exclusion of cases/trials reported in duplicate. Results- Overall, 141 cases of ZA-associated renal failure (RF) were identified: 92 case reports were from the United States and 44 were from non-United States countries. Reporting completeness was generally poor, with respect to serum creatinine levels and frequency of ZA administration, especially in reports from Canada and Great Britain respectively. Two thirds of the patients with scheduling information had received ZA every 4 weeks. Infusion rate was reported for 21%, and was usually 15 minutes or longer. NSAIDS and Cox-II inhibitor exposures were reported in 25%, and 20% of the patients who had prior diagnoses of renal insufficiency. Patients with MM (n=82) had similar mean age as patients with other cancers (n= 54) (72.05 versus 72.9 years). For patients for whom data was available (n=62), pamidronate was used by 97.8% in the MM group versus 86.9% in the non-myeloma group. The onset of RF occurred after a mean of 67.9 days in the MM group (range, 3–366) versus 73.7 days in the non-myeloma group (range, 0–546 days) post initiation of ZA; after a mean number of ZA doses (2.5 vs. 1.8 doses). Only one dose of ZA was received by 24.4% and 25.4% of MM versus non-myeloma patients respectively, which occurred after an average of 14.7 days and 30 days. RF manifestations included serum Cr > 2 for 59.7% of the MM and 83.1% of the other cancer patients. Outcomes of RF in MM and non-myeloma patients, respectively, included hospitalization (61% and 71%) and dialysis, (38% and 22%). Conclusions- Close monitoring of serum creatinine prior to ZA, is important for both MM and other cancer patients; completeness of current case reporting efforts of ZA-associated renal insufficiency is poor in both US and non-US countries; and information about the potential occurrence of renal toxicity should be prominently described in the packet insert for ZA.
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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 | 0.013 | 0.023 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.016 | 0.009 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| 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".