Single-cell spatial proteomic revelations on the multiparametric MRI heterogeneity of clinically significant prostate cancer

  • Russell K. Pachynski
  • , Eric H. Kim
  • , Natalia Miheecheva
  • , Nikita Kotlov
  • , Akshaya Ramachandran
  • , Ekaterina Postovalova
  • , Ilia Galkin
  • , Viktor Svekolkin
  • , Yang Lyu
  • , Qiong Zou
  • , Dengfeng Cao
  • , Joseph Gaut
  • , Joseph E. Ippolito
  • , Alexander Bagaev
  • , Maria Bruttan
  • , Olga Gancharova
  • , Krystle Nomie
  • , Maria Tsiper
  • , Gerald L. Andriole
  • , Ravshan Ataullakhanov
  • James J. Hsieh

Research output: Contribution to journalArticlepeer-review

22 Scopus citations

Abstract

Purpose: Multiparametric MRI (mpMRI) has become an indispensable radiographic tool in diagnosing prostate cancer. However, mpMRI fails to visualize approximately 15% of clinically significant prostate cancer (csPCa). The molecular, cellular, and spatial underpinnings of such radiographic heterogeneity in csPCa are unclear. Experimental Design: We examined tumor tissues from clinically matched patients with mpMRI-invisible and mpMRI-visible csPCa who underwent radical prostatectomy. Multiplex immunofluorescence single-cell spatial imaging and gene expression profiling were performed. Artificial intelligence-based analytic algorithms were developed to examine the tumor ecosystem and integrate with corresponding transcriptomics. Results: More complex and compact epithelial tumor architectures were found in mpMRI-visible than in mpMRI-invisible prostate cancer tumors. In contrast, similar stromal patterns were detected between mpMRI-invisible prostate cancer and normal prostate tissues. Furthermore, quantification of immune cell composition and tumor-immune interactions demonstrated a lack of immune cell infiltration in the malignant but not in the adjacent nonmalignant tissue compartments, irrespective of mpMRI visibility. No significant difference in immune profiles was detected between mpMRI-visible and mpMRI-invisible prostate cancer within our patient cohort, whereas expression profiling identified a 24-gene stromal signature enriched in mpMRI-invisible prostate cancer. Prostate cancer with strong stromal signature exhibited a favorable survival outcome within The Cancer Genome Atlas prostate cancer cohort. Notably, five recurrences in the 8 mpMRI-visible patients with csPCa and no recurrence in the 8 clinically matched patients with mpMRI-invisible csPCa occurred during the 5-year follow-up post-prostatectomy. Conclusions: Our study identified distinct molecular, cellular, and structural characteristics associated with mpMRI-visible csPCa, whereas mpMRI-invisible tumors were similar to normal prostate tissue, likely contributing to mpMRI invisibility.

Original languageEnglish
Pages (from-to)3478-3490
Number of pages13
JournalClinical Cancer Research
Volume27
Issue number12
DOIs
StatePublished - Jun 2021

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