The goal of immunotherapy is to mobilize the immune system to kill cancer cells. Immunotherapy is more effective and, in general, the prognosis is better, when more immune cells infiltrate the tumor. We describe various techniques we have developed to explore the question of whether the spatial distribution rather than just the density of immune cells in the tumor is important in forecasting whether cancer recurs. We apply our approach to immune cells in images of tumor tissue taken from (triple negative) breast cancer patients. We find that there is a distinct difference in the spatial distribution of immune cells between good clinical outcome (no recurrence of cancer within at least 5 years of diagnosis) and poor clinical outcome (recurrence within 3 years of diagnosis).
*This work was supported by Stand Up To Cancer, The V Foundation, and the Breast Cancer Research Foundation. The work of CCY and JCW was also supported in part by the Cure Breast Cancer Foundation.
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Presenters
Juliana Wortman
Department of Physics and Astronomy, University of California, Irvine
Authors
Juliana Wortman
Department of Physics and Astronomy, University of California, Irvine
Ting-Fang He
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Shawn Solomon
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Robert Zhang
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Anthony Rosario
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Roger Wang
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Travis Y. Tu
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Daniel Schmolze
Department of Pathology, City of Hope Comprehensive Cancer Center
Yuan Yuan
Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center
Susan E. Yost
Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center
Xuefei Li
Department of Bioengineering, Rice University
Herbert Levine
Rice Univ
Northeastern University
Department of Bioengineering, Rice University
Gurinder Atwal
Cold Spring Harbor Laboratory
Peter P. Lee
Department of Immuno-Oncology, City of Hope Comprehensive Cancer Center
Clare Yu
Department of Physics and Astronomy, University of California, Irvine