Spatial mapping of state transitions at the tumor-stroma interface in bladder cancer

The tumor-stroma local interfaces (TSLIs) are functionally critical, dynamic regions that influence cancer progression, invasiveness, and anti-tumor immunity. Transcriptional programs and intercellular interactions suggest that some TSLIs are active - associated with epithelial-mesenchymal transition (EMT) and tissue remodeling - while others are predominantly passive or transient. Analyzing a cohort of bladder tumors with diverse histology, we identify key patterns of intercellular signaling, influencing EMT and cancer hallmarks associated with the transitions between active and passive segments in the heterogeneous TSLI regions. In bladder tumors, the functional state transitions across the TSLI are often gradual - occurring on a ~100 μm scale, modulated by MK, PDGF, and TGFB signaling involving tumor and non-tumor cell types in the local niche. Tumor subclones influence TSLI state transition patterns in their neighborhood. The prevalence, spatial distribution, and organization of TSLI states appear tumor-subtype dependent and may influence tumor evolutionary trajectories and invasive potential.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-10-31
DOI
https://doi.org/10.1038/s41540-026-00847-4
Primary Topic
Cancer Cells and Metastasis
Type
article
Field-Weighted Citation Impact
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article

Spatial mapping of state transitions at the tumor-stroma interface in bladder cancer

Gregory Riedlinger, Saum B. Ghodoussipour, Subhajyoti De, Vignesh T. Packiam et al.
npj Systems Biology and Applications
Cancer Cells and Metastasis
article

Spatial mapping of state transitions at the tumor-stroma interface in bladder cancer

Gregory Riedlinger, Saum B. Ghodoussipour, Subhajyoti De, Vignesh T. Packiam, Luisa Quezada Ziesse, Sophia Bhalla
article en

Abstract

The tumor-stroma local interfaces (TSLIs) are functionally critical, dynamic regions that influence cancer progression, invasiveness, and anti-tumor immunity. Transcriptional programs and intercellular interactions suggest that some TSLIs are active - associated with epithelial-mesenchymal transition (EMT) and tissue remodeling - while others are predominantly passive or transient. Analyzing a cohort of bladder tumors with diverse histology, we identify key patterns of intercellular signaling, influencing EMT and cancer hallmarks associated with the transitions between active and passive segments in the heterogeneous TSLI regions. In bladder tumors, the functional state transitions across the TSLI are often gradual - occurring on a ~100 μm scale, modulated by MK, PDGF, and TGFB signaling involving tumor and non-tumor cell types in the local niche. Tumor subclones influence TSLI state transition patterns in their neighborhood. The prevalence, spatial distribution, and organization of TSLI states appear tumor-subtype dependent and may influence tumor evolutionary trajectories and invasive potential.

npj Systems Biology and Applications
Rutgers, The State University of New Jersey (US), Robert Wood Johnson University Hospital (US), Rutgers Cancer Institute (US)
Openalex Percentile: Top 16%
Cancer Cells and Metastasis
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Spatial mapping of state transitions at the tumor-stroma interface in bladder cancer — Gregory Riedlinger, Saum B. Ghodoussipour, et al. · npj Systems Biology and Applications (2026) | TGRS Research Map | TGRS