Tumor Mutational Burden Shapes Success and Resistance in Cancer Immunotherapy
Abstract
Immunotherapy, particularly immune checkpoint blockade, has transformed cancer treatment, yet durable responses remain limited to a subset of patients and cancer types. Many tumors exhibit innate resistance or acquire resistance through immune evasion or neoantigen editing. A central factor in shaping these outcomes is the tumor mutational burden. However, cancer mutations can enhance or impair both cellular replication and immune recognition, reflecting the non-trivial role of mutational load in immunotherapy success and failure. Here, we present a minimal eco-evolutionary model that captures trade-offs between oncogenic and immunogenic mutations in cancer cell replication. Despite its simplicity, the model reveals a rich phase space, including an evolutionary bimodal regime where both immunologically silent and mutationally active strategies are locally optimal for tumor growth. Notably, the model illustrates two key eco-evolutionary mechanisms of resistance to immunotherapy: preexisting resistance, driven by the persistence of silent clones within tumors with high mutational burden; and immunoediting, where immune pressure selects for reduced antigenicity over time.
Fields of Study & Subjects
Cancer Immunotherapy and Biomarkers
Cancer Genomics and Diagnostics
Immunotherapy and Immune Responses
Publication details
- Journal / source
- Journal of Theoretical Biology
- Publisher
- Elsevier BV
- Volume
- 624
- Pages
- 112421–112421
- Publication date
- 24 February 2026
- Language
- EN