Objective:
Assess whether a multi-modal AI prostate test changes decisions about short-term androgen deprivation therapy (ST-ADT) for patients receiving radiotherapy for intermediate-risk prostate cancer.
Approach:
- Study design: Prospective, multicenter implementation study of 786 patients in the Australian ASTuTE trial.
- Decision process: Clinicians and patients recorded plans for ST-ADT before testing and reconsidered them after receiving the test results.
- Test: The test combines clinical factors with information from a digitized biopsy slide. It estimates 10-year distant-metastasis risk and predicts likely benefit from adding four to six months of ST-ADT to radiotherapy.
Key Findings:
- Of 230 patients initially recommended ST-ADT, 176 decided against it after testing.
- Testing supported adding ST-ADT for 21 patients who had not initially planned to receive it.
- Across the cohort, planned ST-ADT use fell by a net 20.7%.
- Clinicians became less likely to recommend ST-ADT before receiving test results as the study progressed; the reason was not established.
Interpretation:
Interim findings show that the test influenced treatment decisions in both directions. The study demonstrated an effect on decision-making, not improved patient outcomes.
Limitations:
- Longer-term outcomes, including quality of life and disease control, remain to be assessed through registry linkage after a median follow-up of five years.
- The findings do not establish whether avoiding ST-ADT maintains cancer control or whether adding it reduces recurrence or mortality.
- Further assessment is needed of analytical reproducibility, slide-quality requirements, performance across patient groups, and integration into routine digital pathology workflows.
Conclusion:
The ASTuTE interim findings indicate that a pathology-derived AI test can change ST-ADT recommendations in real-world care; effects on patient outcomes have not yet been established.
Sources:
This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.
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