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May 29, 2026Journal of Clinical Oncology0 citations

AI-powered spatial tumor microenvironment analysis in metastatic microsatellite-stable colorectal cancer receiving immunotherapy.

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SKSojin KimYBYeong Hak BangJKJae‐Joong Kim

Key Points

  • This study aims to identify features in the tumor microenvironment that predict outcomes for MSS colorectal cancer patients receiving immunotherapy.
  • Analyzed pretreatment H&E-stained whole-slide images from 51 metastatic MSS CRC patients treated with anti-PD-1/PD-L1 ICIs.
  • Used an AI-powered WSI analyzer to identify and quantify tumor microenvironment components like TILs and TLS.
  • Evaluated associations between these components and progression-free survival (PFS) and overall survival (OS).
  • Patients with high summed TLS area had significantly improved PFS (3.6 vs. 1.6 months, P=0.026) and OS (11.6 vs. 6.6 months, P=0.024) compared to low TLS area.
  • Endothelial cell density was associated with worse OS (7.6 vs. 14.7 months, P=0.024) and a trend was seen for fibroblasts (P=0.056).
  • Higher macrophage density showed a trend toward improved PFS (10.2 vs. 8.5 months, P=0.092) but was not linked to OS.

Abstract

2532 Background: Microsatellite-stable (MSS) colorectal cancer (CRC) is typically immune-cold, limiting the routine use of immune checkpoint inhibitors (ICIs). However, a subset of MSS CRC patients may still derive benefit from ICIs. Leveraging an AI-powered whole-slide image (WSI) analyzer applied to hematoxylin and eosin (H P=0.026; median OS, 11.6 vs. 6.6 months; P=0.024). High endothelial cell and fibroblast densities within the CA were not significantly associated with PFS (P=0.160, P=0.112, respectively), but were associated with worse OS, with a significant association for endothelial cells (median, 7.6 vs. 14.7 months; P=0.024) and a trend toward worse OS for fibroblasts (median, 8.9 vs. 12.2 months; P=0.056). Higher macrophage density within the CA showed a favorable trend toward improved PFS (median, 10.2 vs. 8.5 months, P=0.092), but was not associated with OS (P=0.399). In contrast, none of these biomarkers were associated with clinical outcomes in the first-line chemotherapy. Conclusions: Despite microsatellite-stable status, a higher summed TLS area was associated with improved progression-free and overall survival following immunotherapy, with endothelial cell and fibroblast densities providing additional prognostic information. AI-powered WSI analysis enabled effective stratification of these features.

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Cite This Study

Kim et al. (2026) studied this question.

synapsesocial.com/papers/6a192dd1fab5b468c4416c0chttps://doi.org/10.1200/jco.2026.44.16_suppl.2532
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