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Optimization Therapy by Coupling Intermittent Androgen Suppression with Impulsive Chemotherapy for a Prostate Cancer
Yongzhen Pei1, Yunfei Lv2, Changguo Li3
1School of Mathematical Sciences, Tiangong University, Tianjin, China. yzhpei@tiangong.edu.cn.
Bulletin of Mathematical Biology
|November 7, 2023
Summary
Optimizing intermittent androgen suppression and chemotherapy can prevent prostate cancer relapse. This study models treatment strategies to reduce prostate-specific antigen levels and minimize chemotherapy dosage for different patient types.
Area of Science:
- Oncology
- Mathematical Modeling
- Pharmacology
Background:
- Prostate cancer often relapses during intermittent androgen suppression due to rising prostate-specific antigen (PSA).
- Chemotherapy, while historically limited, shows promise in advanced prostate cancer, especially with new agents.
- Combining intermittent androgen suppression with pulsed chemotherapy is a key clinical strategy.
Purpose of the Study:
- To model the transformation mechanism of three cancer cell types under intermittent androgen suppression and chemotherapy.
- To incorporate the residual effect of chemotherapy in suppressing cancer cell production and preventing relapse.
- To determine optimal treatment durations, dosages, and strategies for different patient types to inhibit prostate cancer relapse.
Main Methods:
- Development of a mathematical model to describe cancer cell transformation and treatment effects.
- Extension of the model to include the residual impact of chemotherapy.
- Application of an optimal algorithm and numerical simulations to identify optimal treatment parameters and strategies.
- Comparison of PSA levels with and without the residual effect of chemotherapy.
Main Results:
- Optimal intermittent androgen suppression with alterable cycles is crucial for Type I and II patients, reducing treatment time and PSA levels.
- Optimal hybrid schedules successfully prevent relapse in Type II and III patients.
- Simulations demonstrate the model's validity in reducing PSA and chemotherapy dosages, highlighting the importance of chemotherapy's residual effect.
Conclusions:
- Tailored intermittent androgen suppression and chemotherapy regimens are vital for effective prostate cancer management.
- The proposed modeling approach and algorithms offer a valid method for optimizing treatment strategies and minimizing PSA levels.
- Hybrid treatment schedules show significant potential in averting prostate cancer relapse, particularly for advanced disease stages.
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