Changes in planned disease management after piflufolastat F<sup>18</sup> PET/CT in men with biochemically recurrent prostate cancer and low PSA levels: A secondary analysis of results from the CONDOR study.
Bibliographic record
Abstract
61 Background: Piflufolastat F 18 is a PSMA-targeted radiopharmaceutical approved in the US for imaging prostate cancer (PCa) patients both at the time of initial staging and at disease recurrence. In a phase 3 study of patients with biochemically recurrent (BCR) PCa, we reported that nearly two-thirds (63.9%; 131/205) of participants had a change in their intended disease management plan based on pre- and post-piflulfolastat F 18 PET/CT management questionnaires (MMQs) completed by the treating physicians. The clinical utility of piflufolastat F 18 scanning in men with very low/low PSA levels (<0.5 ng/mL) and a detection rate of ~36% has not been previously described. Here we report the changes in intended management in this subset of patients. Methods: Men ≥18 years of age with a rising PSA after definitive PCa therapy and negative or equivocal imaging were enrolled. A single ~9 mCi (333 MBq) dose of piflufolastat F 18 was administered followed by PET/CT from mid-thigh through skull vertex 1-2 hours later. Prior to scanning, the treating physicians completed a pre-PET MMQ to document the initial intended management plan for their patients based on available clinical information including baseline conventional imaging results. After PET, they completed a post-PET MMQ and recorded the management plan in light of PET findings. Treatment recommendations that differed from the pre-scan recommendations were reported as changes in the intended management plan. Results: 208 men (median PSA 0.8 ng/mL [range 0.17-98.45], n=202) underwent piflufolastat F 18-PET/CT. 200 evaluable patients had both a baseline PSA value and completed MMQs. Of 131 patients with a recorded change in intended management, 127 had an evaluable baseline PSA level. Of the 69 patients with baseline PSA levels ≤0.5ng/mL, 27 (39.1%) recorded a change in intended disease management based on positive (n=20) or negative (n=7) PET, including salvage local to systemic therapy (n=15); systemic to local therapy (n=3); observation to treatment (n=5); and treatment to observation (n=4). An additional 15 patients (21.7%) had recommended bidirectional change in management (e.g., salvage RT+ADT) and are excluded in this report. Specific treatment intensification/de-intensification plans are under investigation. Conclusions: The frequency of changes in intended disease management observed in BCR PCa patients with low baseline PSA levels (≤0.5ng/mL) was 39.1%. Both negative and positive PET/CT results impacted treatment recommendations and can provide useful and actionable information. Clinical trial information: NCT02981368 .
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".