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Updated: Jan 12, 2026

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Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
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Intratumoral heterogeneity and immunotherapy resistance: clinical implications
B P Keenan1, M Yadav2, G Ansstas3
1Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, San Francisco, USA.
Summary
Intratumoral heterogeneity (ITH) drives resistance to cancer immunotherapy by enabling tumors to evade immune attack. Understanding ITH is key to developing new strategies to overcome treatment resistance.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Immunotherapy, particularly immune checkpoint inhibitors, shows incomplete clinical success, necessitating research into resistance mechanisms.
- Resistance to immunotherapy can be innate or acquired, with common cellular and molecular pathways observed in both.
- Tumor-immune microenvironment interactions drive tumor evolution and select for variants contributing to resistance.
Purpose of the Study:
- To review the evidence linking intratumoral heterogeneity (ITH) to immunotherapy resistance.
- To explore how ITH influences tumor adaptation and immune evasion.
- To discuss strategies for overcoming immunotherapy resistance by targeting ITH.
Main Methods:
- Review of existing literature on immunotherapy resistance and ITH.
- Analysis of cellular and molecular mechanisms underlying resistance.
- Discussion of therapeutic approaches targeting ITH.
Main Results:
- ITH, shaped by tumor-immune coevolution, contributes to resistance by promoting tumor adaptation and immune evasion.
- Both tumor-intrinsic ('hardware') and tumor-extrinsic ('software') resistance mechanisms are influenced by ITH.
- Current methods for measuring and utilizing ITH in cancer management are limited.
Conclusions:
- ITH is a critical factor in immunotherapy resistance, impacting tumor evolution and immune evasion.
- Integrating ITH assessment into clinical practice is essential for designing effective therapeutic strategies.
- Future approaches should focus on targeting ITH-driven resistance mechanisms, including immunotherapy combinations and novel immunoregulatory targets.
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