A Validated Mathematical Model of Cell-Mediated Immune Response to Tumor Growth
Harvey Mudd College · Pomona College · +1 more institution
Abstract
Mathematical models of tumor-immune interactions provide an analytic framework in which to address specific questions about tumor-immune dynamics. We present a new mathematical model that describes tumor-immune interactions, focusing on the role of natural killer (NK) and CD8+ T cells in tumor surveillance, with the goal of understanding the dynamics of immune-mediated tumor rejection. The model describes tumor-immune cell interactions using a system of differential equations. The functions describing tumor-immune growth, response, and interaction rates, as well as associated variables, are developed using a least-squares method combined with a numerical differential equations solver. Parameter estimates and…
Citation impact
- FWCI
- 9.69
- Percentile
- 100%
- References
- 31
Authors
3Topics & keywords
- Immune system
- Biology
- Immunology
- Cancer research
- Computational biology
- Good health and well-being