"Scientists Create First Mathematical Model That Predicts Immunotherapy Success"
Researchers at the Icahn School of Medicine at Mount Sinai have created the first mathematical model that can predict how a cancer patient will benefit from certain immunotherapies, according to a study published in Nature. The proposed mathematical model, which captures aspects of the tumor's evolution and the underlying interactions of the tumor with the immune system, is more accurate than previous genomic biomarkers in predicting how the tumor will respond to immunotherapy. "We present an interdisciplinary approach to studying immunotherapy and immune surveillance of tumors," said Benjamin Greenbaum, PhD, assistant professor of medicine, hematology, medical oncology, oncological services, and pathology at the Tisch Cancer Institute at the Icahn School of Medicine at Mount Sinai. “This approach will hopefully lead to better mechanistic predictive modeling of response and future design of therapies that further take advantage of how the immune system recognizes tumors." This novel model also has the potential to help find new therapeutic targets within the immune system and to help design vaccines for patients who do not typically respond to immunotherapy.
- Benjamin Greenbaum, PhD, Assistant Professor, Medicine, Hematology, Medical Oncology, Oncological Services, Pathology, The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai
Additional coverage:

Mount Sinai Study Advances Understanding of Personalized Vaccines for Bladder Cancer
May 12, 2025 View All Press Releases
Mount Sinai Researchers Discover How Melanoma May Spread to the Brain
Apr 30, 2025 View All Press Releases
Mount Sinai Showcases Innovative Cancer Research at 2025 AACR Annual Meeting in Chicago
Apr 24, 2025 View All Press Releases
Mount Sinai Leads Phase 3 Trial in Myelofibrosis Treatment
Mar 19, 2025 View All Press Releases
Mount Sinai Highlights Key Updates and Trends for Multiple Myeloma Awareness Month 2025
Mar 03, 2025 View All Press Releases
Mount Sinai Researchers Discover Why Some Colon Cancers Resist Treatment
Feb 12, 2025 View All Press Releases
Breakthrough Treatment for Liver Cancer Shows Big Promise in Global Study
Jan 09, 2025 View All Press Releases
Mount Sinai Researchers Create AI Tool to Democratize Access to Cancer Immunotherapy
Jan 06, 2025 View All Press Releases