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Updated: Aug 25, 2025

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Integrative immune transcriptomic classification improves patient selection for precision immunotherapy in advanced
Manuel Cabeza-Segura1, Valentina Gambardella1,2, Francisco Gimeno-Valiente1,3
1Department of Medical Oncology, Hospital Clínico Universitario, INCLIVA, Biomedical Research Institute, University of Valencia, Valencia, Spain.
Background:
Advanced gastro-oesophageal cancer (GEA) treatment has been improved by the introduction of immune checkpoint inhibitors (CPIs), yet identifying predictive biomarkers remains a priority, particularly in patients with a combined positive score (CPS) < 5, where the benefit is less clear. Our study assesses certain immune microenvironment features related to sensitivity or resistance to CPIs with the aim of implementing a personalised approach across CPS < 5 GEA.
Design:
Through integrative transcriptomic and clinicopathological analyses, we studied in both a retrospective and a prospective cohort, the immune tumour microenvironment features. We analysed the cell types composing the immune infiltrate highlighting their functional activity.
Results:
This integrative study allowed the identification of four different groups across our patients. Among them, we identified a cluster whose tumours expressed the most gene signatures related to immunomodulatory pathways and immunotherapy response. These tumours presented an enriched immune infiltrate showing high immune function activity that could potentially achieve the best benefit from CPIs. Finally, our findings were proven in an external CPI-exposed population, where the use of our transcriptomic results combined with CPS helped better identify those patients who could benefit from immunotherapy than using CPS alone (p = 0.043).
Conclusions:
This transcriptomic classification could improve precision immunotherapy for GEA.
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