Fractional Mathematical Oncology: On the potential of non-integer order calculus applied to interdisciplinary models

Biosystems. 2021 Jun:204:104377. doi: 10.1016/j.biosystems.2021.104377. Epub 2021 Feb 19.

Abstract

Mathematical Oncology investigates cancer-related phenomena through mathematical models as comprehensive as possible. Accordingly, an interdisciplinary approach involving concepts from biology to materials science can provide a deeper understanding of biological systems pertaining the disease. In this context, fractional calculus (also referred to as non-integer order) is a branch in mathematical analysis whose tools can describe complex phenomena comprising different time and space scales. Fractional-order models may allow a better description and understanding of oncological particularities, potentially contributing to decision-making in areas of interest such as tumor evolution, early diagnosis techniques and personalized treatment therapies. By following a phenomenological (i.e. mechanistic) approach, the present study surveys and explores different aspects of Fractional Mathematical Oncology, reviewing and discussing recent developments in view of their prospective applications.

Keywords: Cancer; Fractional calculus; Hybrid models; Mathematical biology; Physics-based models; Review.

Publication types

  • Review

MeSH terms

  • Humans
  • Mathematics*
  • Medical Oncology*
  • Models, Theoretical
  • Neoplasms*
  • Systems Analysis