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Clinical update · 01 of 04

An AI pathology classifier sorted who gained survival from enzalutamide in ENZAMET

An AI slide classifier may one day identify who benefits most from enzalutamide, but treatment decisions should still follow current guidelines.

Design
Prespecified biomarker analysis of a phase 3 randomised trial
Population
492 men with metastatic hormone-sensitive prostate cancer in ENZAMET
Primary outcome
Treatment-by-classifier interaction for overall survival
Effect
APIC-negative HR 0.50 (95% CI 0.35 to 0.73); APIC-positive HR 1.04 (0.67 to 1.62)

This biomarker analysis applied an artificial intelligence pathology image classifier (APIC), developed and locked in the earlier CHAARTED trial, to digitised H&E slides from ENZAMET, which randomised men with metastatic hormone-sensitive prostate cancer to androgen deprivation plus enzalutamide or a nonsteroidal antiandrogen. Of 1125 participants, 492 had suitable tissue, with median follow-up of 68.8 months.

The classifier called 64% APIC-negative and 36% APIC-positive, and the treatment effect differed by group (interaction p=0.014). In APIC-negative disease, enzalutamide improved survival (HR 0.50, 95% CI 0.35 to 0.73; five-year survival 76.5% vs 58.3%). In APIC-positive disease there was little evidence of benefit (HR 1.04, 0.67 to 1.62). The pattern was similar in low-volume disease and in men not given docetaxel.

A test that reads routine slides and predicts benefit from an androgen receptor inhibitor would be valuable, especially where drug cost decides access, as in India. But this is a secondary analysis of under half the trial, and the classifier is not commercially available. It should not be used to withhold treatment that current guidelines recommend.

  • Continue to offer treatment intensification with an androgen receptor pathway inhibitor in metastatic hormone-sensitive prostate cancer as guidelines recommend.
  • Ensure diagnostic biopsy slides are archived and retrievable, as slide-based biomarkers may become relevant.
  • Do not withhold enzalutamide on the basis of this classifier, which is not validated for routine use.
  • Watch for prospective validation before considering AI-based treatment selection.

Why it matters

It shows routine H&E slides may carry information about drug response that clinical factors miss.

Don't overread it

A retrospective biomarker analysis of part of one trial does not justify withholding enzalutamide from APIC-positive men.

The statistics, in plain English

The interaction p-value of 0.014 suggests the benefit genuinely differed between groups, which is stronger than simply comparing two subgroups. Still, only 44% of the trial had usable tissue, and the APIC-positive interval (0.67 to 1.62) is wide enough to include a modest benefit.

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