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Cancer immunotherapy by interleukin-21: potential treatment strategies evaluated in a mathematical model
Antonio Cappuccio1, Moran Elishmereni, Zvia Agur
1Institute for Medical Biomathematics, Bene-Ataroth, Israel.
Abstract:
The newly characterized interleukin (IL)-21 plays a central role in the transition from innate immunity to adaptive immunity and shows substantial tumor regression in mice. IL-21 is now developed as a cancer immunotherapeutic drug, but conditions for efficacious therapy, and the conflicting immunostimulatory and immunoinhibitory influence of the cytokine, are yet to be defined. We studied the effects of IL-21 on tumor eradication in a mathematical model focusing on natural killer (NK) cell-mediated and CD8+ T-cell-mediated lysis of tumor cells. Model parameters were estimated using results in tumor-bearing mice treated with IL-21 via cytokine gene therapy (CGT), hydrodynamics-based gene delivery (HGD), or standard interval dosing (SID). Our model accurately retrieved experimental growth dynamics in the nonimmunogenic B16 melanoma and the immunogenic MethA and MCA205 fibrosarcomas, showing a strong dependence of the NK-cell/CD8+ T-cell balance on tumor immunogenicity. Moreover, in melanoma, simulations of CGT-like dosing regimens, dynamically determined according to tumor mass changes, resulted in efficient disease elimination. In contrast, in fibrosarcoma, such a strategy was not superior to that of fixed dosing regimens, HGD or SID. Our model supports clinical use of IL-21 as a potent stimulator of cellular immunity against cancer, and suggests selecting the immunotherapy strategy according to tumor immunogenicity. Nonimmunogenic tumors, but not highly immunogenic tumors, should be controlled by IL-21 dosing, which depends on tumor mass at the time of administration. This method imitates, yet amplifies, the natural anticancer immune response rather than accelerates only one of the response arms in an unbalanced manner.
Insights
Interleukin-21 (IL-21) shows promise in cancer immunotherapy by stimulating natural killer (NK) and CD8+ T-cells. Optimal dosing strategies depend on tumor type and mass for effective cancer treatment.
Area of Science:
- Immunology
- Computational Biology
- Cancer Research
Background:
- Interleukin-21 (IL-21) is a cytokine crucial for immune responses, bridging innate and adaptive immunity.
- IL-21 demonstrates significant tumor regression in preclinical models and is being developed as a cancer immunotherapeutic.
- The precise conditions for effective IL-21 therapy and its dual immunostimulatory/immunoinhibitory roles remain unclear.
Purpose of the Study:
- To investigate the effects of IL-21 on tumor eradication using a mathematical model.
- To analyze the roles of natural killer (NK) cell-mediated and CD8+ T-cell-mediated tumor lysis.
- To determine optimal IL-21 dosing strategies based on tumor characteristics.
Main Methods:
- Development of a mathematical model simulating IL-21's impact on tumor cell lysis by NK and CD8+ T-cells.
- Parameter estimation using experimental data from tumor-bearing mice treated with IL-21 via cytokine gene therapy (CGT), hydrodynamics-based gene delivery (HGD), or standard interval dosing (SID).
- Model validation against experimental tumor growth dynamics in B16 melanoma, MethA, and MCA205 fibrosarcomas.
Main Results:
- The model accurately reproduced experimental tumor growth dynamics, highlighting the dependence of the NK-cell/CD8+ T-cell balance on tumor immunogenicity.
- Simulations indicated that dynamically adjusted CGT-like IL-21 dosing, based on tumor mass, led to efficient elimination of nonimmunogenic melanoma.
- For immunogenic fibrosarcomas, dynamic dosing offered no advantage over fixed dosing regimens (HGD or SID).
Conclusions:
- IL-21 is a potent stimulator of cellular anti-cancer immunity, supporting its clinical application.
- The choice of IL-21 immunotherapy strategy should be tailored to tumor immunogenicity.
- IL-21 dosing strategies should be optimized based on tumor mass, particularly for nonimmunogenic tumors, to enhance the natural anti-cancer immune response.
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