Spatial organization of stromal subtypes stratifies colorectal cancer patients and predicts clinical outcomes

Tumor-associated stromal (TAS) cells within the tumor microenvironment (TME) exhibit marked transcriptional heterogeneity. However, the spatial organization of TAS subpopulations and their clinical relevance in human colorectal cancer (CRC) are incompletely understood. Using single-cell RNA sequencing (scRNA-seq) and multiplex imaging, we identified multiple TAS subpopulations with distinct intratumoral and peritumoral abundance, and found that CRC patients enriched in FAP<sup>+</sup> TAS cells and CD73<sup>+</sup> tumor cells had the lowest disease-free survival (DFS). NGFR<sup>+</sup> stromal cells localized predominantly within tertiary lymphoid structures (TLS), which could be further classified into NGFR<sup>+</sup> organized TLS, NGFR<sup>+</sup> unorganized TLS and NGFR<sup>-</sup> TLS based on the spatial distribution of NGFR<sup>+</sup> stromal cells. CRC patients enriched for NGFR<sup>+</sup> organized TLS exhibited improved DFS. SCENIC analysis revealed HAND2, IKZF2 and SOX10 as transcriptional regulators of human NGFR<sup>+</sup> antigen-presenting TAS cells, and they frequently expressed enteric glial cell markers SOX10, PLP1, CDH19 and NCAM1. In summary, our study demonstrates that the frequency and spatial distribution of TAS subpopulations, particularly NGFR<sup>+</sup> TAS organization within TLS, varies between CRC patients and correlates with DFS and distinct changes in the TME.

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Publication Details

Journal
Cancer Letters
Published
2025-12-19
DOI
https://doi.org/10.1016/j.canlet.2025.218228
Primary Topic
Single-cell and spatial transcriptomics
Type
article
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article

Spatial organization of stromal subtypes stratifies colorectal cancer patients and predicts clinical outcomes

Johannes Laengle, Stephan Gruener, Carmen Stecher, Nina Braun et al.
Cancer Letters
Single-cell and spatial transcriptomics
article

Spatial organization of stromal subtypes stratifies colorectal cancer patients and predicts clinical outcomes

Johannes Laengle, Stephan Gruener, Carmen Stecher, Nina Braun, Michael Bergmann, Magdalena Frank, Dietmar Herndler‐Brandstetter, Heinz Regele, Rebecca Zirnbauer, Iros Barozzi, J. G. R. Howie, Giulia Ghirardello
article en

Abstract

Tumor-associated stromal (TAS) cells within the tumor microenvironment (TME) exhibit marked transcriptional heterogeneity. However, the spatial organization of TAS subpopulations and their clinical relevance in human colorectal cancer (CRC) are incompletely understood. Using single-cell RNA sequencing (scRNA-seq) and multiplex imaging, we identified multiple TAS subpopulations with distinct intratumoral and peritumoral abundance, and found that CRC patients enriched in FAP<sup>+</sup> TAS cells and CD73<sup>+</sup> tumor cells had the lowest disease-free survival (DFS). NGFR<sup>+</sup> stromal cells localized predominantly within tertiary lymphoid structures (TLS), which could be further classified into NGFR<sup>+</sup> organized TLS, NGFR<sup>+</sup> unorganized TLS and NGFR<sup>-</sup> TLS based on the spatial distribution of NGFR<sup>+</sup> stromal cells. CRC patients enriched for NGFR<sup>+</sup> organized TLS exhibited improved DFS. SCENIC analysis revealed HAND2, IKZF2 and SOX10 as transcriptional regulators of human NGFR<sup>+</sup> antigen-presenting TAS cells, and they frequently expressed enteric glial cell markers SOX10, PLP1, CDH19 and NCAM1. In summary, our study demonstrates that the frequency and spatial distribution of TAS subpopulations, particularly NGFR<sup>+</sup> TAS organization within TLS, varies between CRC patients and correlates with DFS and distinct changes in the TME.

Cancer LettersVol. 639
Comprehensive Cancer Center Vienna (AT), Medical University of Vienna (AT)
Openalex Percentile: Top 62%
Single-cell and spatial transcriptomics
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