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Spatial single-cell profiling and neighbourhood analysis reveal the determinants of immune architecture connected to checkpoint inhibitor therapy outcome in hepatocellular carcinoma

  • Henrike Salié
  • , Lara Wischer
  • , Antonio D'Alessio
  • , Ira Godbole
  • , Yuan Suo
  • , Patricia Otto-Mora
  • , Juergen Beck
  • , Olaf Neumann
  • , Albrecht Stenzinger
  • , Peter Schirmacher
  • , Claudia A.M. Fulgenzi
  • , Andreas Blaumeiser
  • , Melanie Boerries
  • , Natascha Roehlen
  • , Michael Schultheiß
  • , Maike Hofmann
  • , Robert Thimme
  • , David J. Pinato
  • , Thomas Longerich
  • , Bertram Bengsch

Research output: Contribution to journal › Article › peer-review

Abstract

Background The determinants of the response to checkpoint immunotherapy in hepatocellular carcinoma (HCC) remain poorly understood. The organisation of the immune response in the tumour microenvironment (TME) is expected to govern immunotherapy outcomes but spatial immunotypes remain poorly defined. Objective We hypothesised that the deconvolution of spatial immune network architectures could identify clinically relevant immunotypes in HCC. Design We conducted highly multiplexed imaging mass cytometry on HCC tissues from 101 patients. We performed in-depth spatial single-cell analysis in a discovery and validation cohort to deconvolute the determinants of the heterogeneity of HCC immune architecture and develop a spatial immune classification that was tested for the prediction of immune checkpoint inhibitor (ICI) therapy. Results Bioinformatic analysis identified 23 major immune, stroma, parenchymal and tumour cell types in the HCC TME. Unsupervised neighbourhood detection based on the spatial interaction of immune cells identified three immune architectures with differing involvement of immune cells and immune checkpoints dominated by either CD8 T-cells, myeloid immune cells or B- and CD4 T-cells. We used these to define three major spatial HCC immunotypes that reflect a higher level of intratumour immune cell organisation: depleted, compartmentalised and enriched. Progression-free survival under ICI therapy differed significantly between the spatial immune types with improved survival of enriched patients. In patients with intratumour heterogeneity, the presence of one enriched area governed long-term survival.

Original languageEnglish
Pages (from-to)451-466
Number of pages16
JournalGut
Volume74
Issue number3
DOIs
Publication statusPublished - 1 Mar 2025
Externally publishedYes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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