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April 5, 2026Cancer Research0 citations

Abstract 4002: Peritumoral collagen microarchitecture is differently prognostic of biochemical recurrence across populations in prostate cancer

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ASAjay Rajaraman SubramanianNTNaoto TokuyamaTPTilak Pathak

Key Result

African American-specific peritumoral collagen features significantly predicted biochemical recurrence in prostate cancer (HR 4.09), whereas European American-specific features did not (HR 0.96).

Key Points

  • The study investigates how collagen structure varies by race and its impact on biochemical recurrence in prostate cancer patients after surgery.
  • Analyzed H&E-stained images from radical prostatectomy specimens of 101 African American and 101 European American men.
  • Extracted collagen features using a deep-learning image-analysis pipeline.
  • Performed univariate median-threshold survival analysis and trained multivariate Cox models for each population.
  • Nine collagen features were prognostic in African American patients, indicating disrupted stromal environments.
  • Only five features were prognostic in European American patients, related to collagen density and compactness.
  • AA-specific features significantly associated with biochemical recurrence, while EA-specific features did not.

Structured PICO

Does peritumoral collagen microarchitecture predict biochemical recurrence differently in African American versus European American men with prostate cancer?

P
Population
202 men (101 African American and 101 European American) who had undergone radical prostatectomy
I
Intervention
Deep-learning-based image-analysis of H&E-stained whole-slide images to quantify 19 peritumoral collagen morphology and texture features
O
Outcome
Biochemical recurrence (BCR)surrogate

Peritumoral collagen architecture differs markedly between African American and European American prostate cancer patients, with African American-derived collagen patterns being prognostic of biochemical recurrence across both groups.

Abstract

Abstract Background Extracellular matrix remodeling contributes to prostate cancer progression, yet race-associated differences in collagen architecture and their relationship to biochemical recurrence (BCR) remain poorly understood. We investigated whether collagen microstructure features differ between African American (AA) and European American(EA) men who had undergone radical prostatectomy, and whether population-specific collagen signatures carry prognostic value in the post-surgical setting. Methods We analyzed H0.05). Multivariate Cox models were then trained separately using AA-derived and EA-derived feature subsets, and model performance was evaluated exclusively on the held-out test set to prevent data leakage. Results Nine collagen features were prognostic in AA patients, indicating more irregular collagen texture, greater fiber twisting, and higher variation in fiber orientation and curvature—suggesting a more disrupted stromal environment. In contrast, only five features were prognostic in EA patients, largely corresponding to differences in collagen density, fiber spacing, and overall stromal compactness. Only the collagen orientation variability feature was shared across both groups, underscoring the distinct tumor remodeling patterns in AA versus EA patients. The prognostic value was not retained when each population specific features was applied to the other population. In the full cohort, the AA-specific features demonstrated significant association with BCR (HR = 4.09, 95% CI: 1.09-15.34, p = 0.0243), whereas the EA-specific features did not (HR= 0.96, 95 % CI: 0.31-2.98, p = 0.9408). Conclusion Peri-tumoral collagen architecture differed markedly between AA and EA patients, influencing which features predicted BCR. Only AA-derived collagen patterns remained prognostic across groups, highlighting the need for population-aware prognostic approaches. Citation Format: Ajay Rajaraman Subramanian, Naoto Tokuyama, Tilak Pathak, Priti Lal, Anant Madabhushi. Peritumoral collagen microarchitecture is differently prognostic of biochemical recurrence across populations in prostate cancer abstract. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 4002.

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Cite This Study

Subramanian et al. (2026) studied this question. African American-specific peritumoral collagen features significantly predicted biochemical recurrence in prostate cancer (HR 4.09), whereas European American-specific features did not (HR 0.96).

synapsesocial.com/papers/69d1fdbfa79560c99a0a3f61https://doi.org/10.1158/1538-7445.am2026-4002
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