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May 17, 2026The Journal of Precision Medicine Health and Disease0 citationsOpen Access

Reactome pathway enrichment analysis identifies biological processes associated with biochemical recurrence following radical prostatectomy

ADAdam E. DavisPhiladelphia College of Osteopathic MedicineBDBlythe Durbin-JohnsonUniversity of California, DavisMDMarc Dall’EraUniversity of California Davis Medical Center

Key Points

  • The aim is to identify biological processes associated with biochemical recurrence after radical prostatectomy using pathway enrichment analysis.
  • Retrospective cohort study of 55 patients with intermediate-to-high-risk prostate cancer post-radical prostatectomy.
  • Performed RNA sequencing on tumor specimens followed by Reactome pathway enrichment analysis using ReactomePA within the clusterProfiler framework.
  • Used Cox proportional hazards-derived gene statistics adjusted for several factors as input for pathway evaluation.
  • Biochemical recurrence occurred in 30 of 55 patients (55%).
  • Shorter time to biochemical recurrence was associated with enriched pathways like epigenetic silencing and extracellular matrix organization.
  • Pathways linked to longer recurrence-free intervals included RNA processing and nonsense-mediated decay.

Abstract

Background: Prostate cancer recurrence following radical prostatectomy (RP) affects 30-50% of men within 10 years, yet existing biomarkers show variable prognostic performance.Pathway-level approaches may offer additional prognostic insight by capturing coordinated biological processes.We applied Reactome-based pathway enrichment to tumor transcriptomes to identify biological processes associated with time to biochemical recurrence (BCR).Methods: This retrospective cohort study included 55 patients with intermediate-to high-risk prostate cancer who underwent RP at a tertiary academic medical center with available postoperative PSA follow-up (minimum 5 years unless BCR or death occurred earlier).RNA sequencing was performed on prostatectomy-derived tumor specimens.Reactome pathway enrichment analysis was conducted using ReactomePA (version 1.50.0)within the clusterProfiler framework.Cox proportional hazards-derived gene statistics, adjusted for age, sample batch, and grade group, were used as ranked input.Pathways were evaluated by normalized enrichment score (NES) with false discovery rate (FDR) adjustment.Results: BCR occurred in 30 of 55 patients (55%).Positively enriched pathways associated with shorter time to BCR included epigenetic silencing (PRC2-mediated histone methylation, DNA methylation), extracellular matrix (ECM) organization, neutrophil degranulation, and defective pyroptosis.Negatively enriched pathways associated with longer recurrence-free intervals included RNA processing, nonsense-mediated decay, and peptide elongation.Pathway clustering revealed distinct functional modules corresponding to epigenetic regulation, innate immune signaling, and translational control.Conclusions: Reactome-based pathway enrichment identifies coordinated programs involving epigenetic regulation, innate immune signaling, extracellular matrix organization, and RNA/translational processes associated with biochemical recurrence following radical prostatectomy.These findings support the potential utility of pathway-level transcriptomic analysis for identifying biologically relevant processes and provide a framework for future validation studies in prostate cancer.

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Cite This Study

Davis et al. (2026) studied this question.

synapsesocial.com/papers/6a095ac47880e6d24efe0a5chttps://doi.org/10.1016/j.premed.2026.100041
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