학술논문

Fractional derivatives to study cancer and its treatments
Document Type
Conference
Source
2023 International Conference on Fractional Differentiation and Its Applications (ICFDA) Fractional Differentiation and Its Applications (ICFDA), 2023 International Conference on. :1-6 Mar, 2023
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Drugs
Resistance
Analytical models
Predictive models
Bones
Mathematical models
Data models
bone metastases
bone remodelling
cancer treatment
drug resistance
fractional order differential equations
numerical approach
Language
Abstract
The bone is an organ in constant change. There are two main cells involved in the bone remodelling process: the osteoclasts and osteoblasts, responsible for the resorption and formation of bone, respectively. When tumour cells are present in the bone environment, they interfere with the bone remodelling process by promoting osteoclasts’ activity and causing the release of growth factors favorable to the survival and proliferation of tumour cells. This article presents differential equation models with a fractional order spatial derivative that include the emergence of drug resistance and the effect of therapy, taking the drug’s PK/PD into account. Fractional orders of differentiation, corresponding to anomalous diffusion, are considered in all models, and random mutations are included in a model where they were previously not considered. Simulations of the models are performed using a numerical approach.