Cellular Immunotherapy for High Grade Gliomas: Mathematical Analysis Deriving Efficacious Infusion Rates Based on Patient Requirements

To date, no effective cure has been found for high grade malignant glioma (HGG), current median survival for HGG patients under treatment ranging from 18 months (grade IV) to 5 years (grade III). Recently, T cell therapy for HGG has been suggested as a promising avenue for treating such resistant tumors, but clinical outcome has not been conclusive. For studying this new therapy option, a mathematical model for tumor–T cell interactions was developed, where tumor immune response was modeled by six coupled ordinary differential equations describing tumor cells, T cells, and their respective secreted cytokines and immune mediating receptors. Here we mathematically analyze the model in an untreated case and under T cell immunotherapy. For both settings we classify steady states, determine stability properties, and explore the global behavior of the model. Analysis suggests that in untreated patients, the system always converges to a steady state of a large tumor mass. An increase in the patient's pro-inflamm...

[1]  Zvia Agur,et al.  Optimization of interleukin-21 immunotherapeutic strategies. , 2007, Journal of theoretical biology.

[2]  C. June,et al.  Principles of adoptive T cell cancer therapy. , 2007, The Journal of clinical investigation.

[3]  D. Kirschner,et al.  A mathematical model of tumor-immune evasion and siRNA treatment , 2003 .

[4]  J. Stears,et al.  Treatment of recurrent glioma with intracavitary alloreactive cytotoxic T lymphocytes and interleukin-2 , 1997, Cancer Immunology, Immunotherapy.

[5]  Timothy F. Cloughesy,et al.  Dendritic Cell Vaccination in Glioblastoma Patients Induces Systemic and Intracranial T-cell Responses Modulated by the Local Central Nervous System Tumor Microenvironment , 2005, Clinical Cancer Research.

[6]  Lisette G de Pillis,et al.  A validated mathematical model of cell-mediated immune response to tumor growth. , 2007, Cancer research.

[7]  Refael Hassin,et al.  Optimizing Chemotherapy Scheduling Using Local Search Heuristics , 2006, Oper. Res..

[8]  Bauke Ylstra,et al.  Genomic stability and functional activity may be lost in telomerase-transduced human CD8+ T lymphocytes. , 2005, Blood.

[9]  Erik Hooijberg,et al.  Human Telomerase Reverse Transcriptase-Transduced Human Cytotoxic T Cells Suppress the Growth of Human Melanoma in Immunodeficient Mice , 2004, Cancer Research.

[10]  M. Nowak,et al.  Effect of Lamivudine on Human T-Cell Leukemia Virus Type 1 (HTLV-1) DNA Copy Number, T-Cell Phenotype, and Anti-Tax Cytotoxic T-Cell Frequency in Patients with HTLV-1-Associated Myelopathy , 1999, Journal of Virology.

[11]  S. Rosenberg,et al.  Cancer Regression in Patients After Transfer of Genetically Engineered Lymphocytes , 2006, Science.

[12]  Carol A. Kruse,et al.  Cytotoxic T-Lymphocytes Reactive to Patient Major Histocompatibility Complex Proteins for Therapy of Brain Tumors , 2001 .

[13]  M. Raffeld,et al.  Cancer Regression and Autoimmunity in Patients After Clonal Repopulation with Antitumor Lymphocytes , 2002, Science.

[14]  Erik Hooijberg,et al.  In Vitro Generation and Life Span Extension of Human Papillomavirus Type 16-Specific, Healthy Donor-Derived CTL Clones 1 , 2003, The Journal of Immunology.

[15]  L. D. Pillis,et al.  A Validated Mathematical Model of Cell-Mediated Immune Response to Tumor Growth , 2005 .

[16]  J. Hale Asymptotic Behavior of Dissipative Systems , 1988 .

[17]  Paul Kremer,et al.  Antitumor vaccination of patients with glioblastoma multiforme: a pilot study to assess feasibility, safety, and clinical benefit. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[18]  Alan S. Perelson,et al.  Nonlinear dynamics of immunogenic tumors: Parameter estimation and global bifurcation analysis , 1994 .

[19]  Zvia Agur,et al.  Cancer immunotherapy by interleukin-21: potential treatment strategies evaluated in a mathematical model. , 2006, Cancer research.

[20]  D. Kirschner,et al.  Modeling immunotherapy of the tumor – immune interaction , 1998, Journal of mathematical biology.

[21]  Chris Coppin,et al.  Immunotherapy for renal cell cancer in the era of targeted therapy , 2008, Expert review of anticancer therapy.

[22]  Jianhong Cao,et al.  Treatment of metastatic melanoma with autologous CD4+ T cells against NY-ESO-1. , 2008, The New England journal of medicine.

[23]  Yuri Kogan,et al.  Improving alloreactive CTL immunotherapy for malignant gliomas using a simulation model of their interactive dynamics , 2008, Cancer Immunology, Immunotherapy.

[24]  A. Radunskaya,et al.  Mixed Immunotherapy and Chemotherapy of Tumors: Modeling, Applications and Biological Interpretations , 2022 .

[25]  Erik Hooijberg,et al.  Immortalization of Human CD8+ T Cell Clones by Ectopic Expression of Telomerase Reverse Transcriptase1 , 2000, The Journal of Immunology.

[26]  Otto O. Yang,et al.  How Many Human Immunodeficiency Virus Type 1-Infected Target Cells Can a Cytotoxic T-Lymphocyte Kill? , 2005, Journal of Virology.

[27]  Michael Sabel,et al.  DENDRITIC CELL VACCINATION IN PATIENTS WITH MALIGNANT GLIOMAS: CURRENT STATUS AND FUTURE DIRECTIONS , 2006, Neurosurgery.

[28]  Nicola Bellomo,et al.  Cancer Immune System Competition: Modeling and Bifurcation Problems, , 2003 .