THERMAL SCIENCE

International Scientific Journal

OPTIMAL THERAPY POLICY FOR CANCER GROWTH WITH STOCHASTIC PERTURBATION

ABSTRACT
A stochastic Gompertz model is proposed to study cancer growth with therapy. The model reveals that the therapy and environmental fluctuation can control the tumor size, but its extinction is impossible. Optimal therapy treatment is suggested, and its probability density function is elucidated clearly by the Fokker-Planck equation.
KEYWORDS
PAPER SUBMITTED: 2021-02-01
PAPER REVISED: 2021-03-03
PAPER ACCEPTED: 2021-03-08
PUBLISHED ONLINE: 2022-07-16
DOI REFERENCE: https://doi.org/10.2298/TSCI2203743W
CITATION EXPORT: view in browser or download as text file
THERMAL SCIENCE YEAR 2022, VOLUME 26, ISSUE Issue 3, PAGES [2743 - 2753]
REFERENCES
  1. d'Onofrio, A. A General Framework for Modeling Tumor-Immune System Competition and Immunotherapy: Mathematical Analysis and Biomedical Inferences, Physica D, 208 (2005), 3-4, pp. 220-235
  2. Chen, W. Q., et al., Cancer Statistics in China, 2015, CA: A Cancer Journal for Clinicians, 66 (2016), 2, pp. 115-132
  3. Shi, J. H., et al., A Survey of Optimization Models on Cancer Chemotherapy Treatment Planning, De-velopment & Psychopathology, 221 (2014), 1, pp. 331-356
  4. Clark, C. W., Mathematical Bioeconomics: The Optimal Management of Renewable Resources, Wiley, New York, USA, 1976
  5. Laird, A. K., Dynamics of Tumor Growth, British Journal of Cancer, 18 (1964), 3, pp. 490-502
  6. Laird, A. K., Dynamics of Tumour Growth: Comparison of Growth Rates and Extrapolation of Growth Curve to One Cell, British Journal of Cancer, 19 (1965), 2, pp. 278-291
  7. Hu, G. X., Invariant Distribution of Stochastic Gompertz Equation Under Regime Switching, Mathemat-ics and Computers in Simulation, 97 (2014), Mar., pp. 192-206
  8. d'Onofrio, A., et al., A Generalization of Gompertz Law Compatible with the Gyllenberg-Webb Theory for Tumour Growth, Mathematical Biosciences, 230 (2011), 1, pp. 45-54
  9. de Vladar, H. P., Gonzales, J. A., Dynamic Response of Cancer Under the Influence of Immunological Activity and Therapy, J. Theor. Biol., 227 (2004), 3, pp. 335-348
  10. Sachs, R. K., et al., Simple ODE Models of Tumor Growth and Anti-Angiogenic or Radiation Treat-ment, Math. Comput. Model., 33 (2001), 12-13, pp. 1297-1305
  11. Tabatai, M., et al., Hyperbolastic Growth Models: Theory and Application, Theor. Biol. Med. Model., 2 (2005), 1, pp. 1-14
  12. Duffy, G., et al., The Effect of a Competitive Microflora, Ph and Temperature on the Growth Kinetics of Escherichia Coli o157:h7, Food Microbiology, 16 (1999), 3, pp. 299-307
  13. Botelho, A., Pinto, L., The Diffusion of Cellular Phones in Portugal, Telecommunications Policy, 28 (2004), 5-6, pp. 427-437
  14. Wu, F. S., Chu, W. L., Diffusion Models of Mobile Telephony, Journal of Business Research, 63 (2010), 5, pp. 497-501
  15. Phipps, C., Combination of Chemotherapy and Antiangiogenic Therapies: A Mathematical Modelling Approach, University of Waterloo, Waterloo, Canada, 2009
  16. Albano, G., Giorno, V., A Stochastic Model in Tumor Growth, Journal of Theoretical Biology, 242 (2006), 2, pp. 329-336
  17. Lo, C. F., Stochastic Gompertz Model of Tumour Cell Growth, Journal of Theoretical Biology, 248 (2007), 2, pp. 317-321
  18. Albano, G., et al., Inferring the Effect of Therapy on Tumors Showing Stochastic Gompertzian Growth, Journal of Theoretical Biology, 276 (2011), 1, pp. 67-77
  19. Jovanovic, M., Krstic, M., Analysis of Non-Autonomous Stochastic Gompertz Model with Delay, Ap-plied Mathematics and Computation, 242 (2014), Sept., pp. 101-108
  20. Adam, N. R. B., et al., Forecasting of Peak Electricity Demand in Mauritius Using the Non-Homogeneous Gompertz Diffusion Process, Energy, 36 (2011), 12, pp. 6763-6769
  21. Moummou, E. K., et al., A Stochastic Gompertz Model with Logarithmic Therapy Functions: Parame-ters Estimation, Applied Mathematics and Computation, 219 (2012), 8, pp. 3729-3739
  22. Gutierrez, R., et al., Electricity Consumption in Morocco: Stochastic Gompertz Diffusion Analysis with Exogenous Factors, Applied Energy, 83 (2006), 10, pp. 1139-1151
  23. Gutierrez, R., et al., Forecasting Total Natural-Gas Consumption in Spain by Using the Stochastic Gom-pertz Innovation Diffusion Model, Applied Energy, 80 (2005), 2, pp. 115-124
  24. Li, W. X., et al., Optimal Harvesting Policy for Stochastic Logistic Population Model, Applied Mathe-matics and Computation, 218 (2011), 1, pp. 157-162
  25. Li, W. X., Wang, K., Optimal Harvesting Policy for General Stochastic Logistic Population Model, J. Math. Anal. Appl., 368 (2010), 2, pp. 420-428
  26. Liu, M., Bai, C. Z., Optimal Harvesting Policy of a Stochastic Food Chain Population Model, Applied Mathematics and Computation, 245 (2014), Oct., pp. 265-270
  27. Dou, J. W., Li, S. D., Optimal Impulsive Harvesting Policies for Single-Species Populations, Applied Mathematics and Computation, 292 (2017), Jan., pp. 145-155
  28. Zhang, X. A., et al., The Stage-Structured Predator-Prey Model and Optimal Harvesting Policy, Mathe-matical Biosciences, 168 (2000), 2, pp. 201-210
  29. Pal, D., Mahapatra, G. S., A Bioeconomic Modeling of Two-Prey and One-Predator Fishery Model with Optimal Harvesting Policy Through Hybridization Approach, Applied Mathematics and Computation, 242 (2014), Sept., pp. 748-763
  30. Liu, M., Optimal Harvesting Policy of a Stochastic Predator-Prey Model with Time Delay, Applied Mathematics Letters, 48 (2015), Oct., pp. 102-108
  31. Qiu, H., et al., The Optimal Harvesting Policy for Non-Autonomous Populations with Discount, Applied Mathematics Letters, 26 (2013), 2, pp. 244-248
  32. Srinivas, M. N., et al., Optimal Harvesting Strategy and Stochastic Analysis for a Two Species Com-mensaling System, Ain Shams Engineering Journal, 5 (2014), 2, pp. 515-523
  33. Belkhodja, K., et al., Optimal Harvesting and Stability for a Prey-Predator Model, Nonlinear Analysis: Real World Applications, 39 (2018), Feb., 321-336
  34. Upadhyay, R. K., Tiwari, S. K., Ecological Chaos and the Choice of Optimal Harvesting Policy, J. Math. Anal. Appl., 448 (2017), 2, pp. 1533-1559
  35. Liu, M., Bai, C. Z., Optimal Harvesting of a Stochastic Mutualism Model with Levy Jumps, Applied Mathematics and Computation, 276 (2016), Mar., 301-309
  36. Zhao, Y., Yuan, S. L., Optimal Harvesting Policy of a Stochastic Two-Species Competitive Model with Levy Noise in a Polluted Environment, Physica A, 477 (2017), July, pp. 20-33
  37. Zou, X. L., et al., Ergodic Method on Optimal Harvesting for a Stochastic Gompertz-Type Diffusion Process, Applied Mathematics Letters, 26 (2013), 1, pp. 170-174
  38. Alvarez, L. H. R., Shepp, L. A., Optimal Harvesting of Stochastically Fluctuating Populations, Math. Biosci., 37 (1998), 2, pp. 155-177
  39. Chen, J. B., Rui, Z. M., Dimension-Reduced FPK Equation for Additive White-Noise Excited Nonlinear Structures, Probabilistic Engineering Mechanics, 53 (2018), June, pp. 1-13
  40. Li, J., et al., Advances of the Probability Density Evolution Method for Nonlinear Stochastic System, Probabilistic Engineering Mechanics, 28 (2012), Apr., 132-142
  41. Li, J. J., et al., Estimation of Intrinsic Growth Factors in a Class of Stochastic Population Model, Sto-chastic Analysis and Applications, 37 (2019), 4, pp. 602-619
  42. Mao, X., Stochastic Differential Equations and Applications, 2nd ed., Horwood, Chichester, UK, 2007
  43. Li, X. Y., et al., Sufficient and Necessary Conditions of Stochastic Permanence and Extinction for Sto-chastic Logistic Populations Under Regime Switching, J. Math. Anal. Appl., 376 (2011), 1, pp. 11-28
  44. Jovanovic, M., Krstic, M., Analysis of Non-Autonomous Stochastic Gompertz Model with Delay, Ap-plied Mathematics and Computation, 242 (2014), Sept., pp. 101-108
  45. Tian, Y., Liu, J., Direct Algebraic Method for Solving Fractional Fokas Equation, Thermal Science, 25 (2021), 3, pp. 2235-2244
  46. Gard, T. C., Introduction to Stochastic Differential Equations, Marcel Dekker, New York, USA, 1988

© 2024 Society of Thermal Engineers of Serbia. Published by the Vinča Institute of Nuclear Sciences, National Institute of the Republic of Serbia, Belgrade, Serbia. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International licence