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Updated: Mar 22, 2026

Predictive Immune Modeling of Solid Tumors
Published on: February 25, 2020
Personalized Oncology Meets Immunology: The Path toward Precision Immunotherapy
Rajarsi Mandal1, Timothy A Chan2
1Head and Neck Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York. Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York.
Unlabelled:
Personalized oncology aims to tailor therapy by targeting the unique genetic characteristics of a patient's tumor, whereas cancer immunotherapy focuses on activating the patient's immune system to control the tumor. The fusion of these ostensibly separate strategies has created a new dimension for personalized cancer immunotherapy. This entails the development of next-generation cancer vaccines that target neoantigens as well as the use of mutational signatures as predictive biomarkers for clinical response. The optimal use of immunotherapeutic agents will hinge on a robust understanding of the mutational profile of a cancer's genome that significantly dictates antitumor immunity and immunotherapeutic response.
Significance:
Cancer immunotherapy has provided substantial clinical benefit in a significant number of patients with advanced disease. However, the need for more precise immunotherapies and predictive biomarkers remains pressing. Recent progress in these areas has been promising and has created a framework for precision immune-oncology. Cancer Discov; 6(7); 703-13. ©2016 AACR.
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