On multistep tumor growth models of fractional variable-order

Biosystems. 2021 Jan:199:104294. doi: 10.1016/j.biosystems.2020.104294. Epub 2020 Nov 25.

Abstract

Fractional mathematical oncology is a research topic that applies non-integer order calculus to tackle cancer problems such as tumor growth analysis or its optimal treatment. This work proposes a multistep exponential model with a fractional variable-order representing the evolution history of a tumor. Model parameters are tuned according to variable fractional order profiles while assessing their capability of fitting a clinical time series. The results point to the superiority of the proposed model in describing the experimental data, thus providing new perspectives for modeling tumor growth.

Keywords: Cancer; Fractional calculus; Mathematical oncology; ODE.

MeSH terms

  • Algorithms*
  • Animals
  • Computer Simulation
  • Humans
  • Medical Oncology / methods
  • Models, Biological*
  • Neoplasms / pathology*
  • Time Factors
  • Tumor Burden*