Mathematical Analysis of a Transformed ODE from a PDE Multiscale Model of Hepatitis C Virus Infection.

Kosaku Kitagawa, Toshikazu Kuniya, Shinji Nakaoka, Yusuke Asai, Koichi Watashi, Shingo Iwami
Author Information
  1. Kosaku Kitagawa: Mathematical Biology Laboratory, Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka, 819-0395, Japan.
  2. Toshikazu Kuniya: Graduate School of System Informatics, Kobe University, 1-1 Rokkodai-cho, Nada-ku, Kobe, 657-8501, Japan.
  3. Shinji Nakaoka: Faculty of Advanced Life Science, Hokkaido University, Science Building No 2, Kita 10, Nishi 8, Kita-ku, Sapporo, 060-0810, Japan.
  4. Yusuke Asai: Graduate School of Medicine, Hokkaido University, Kita 15 Jo Nishi 7 Chome, Kita-ku, Sapporo-shi, Hokkaido, 060-8638, Japan.
  5. Koichi Watashi: CREST, JST, Saitama, 332-0012, Japan.
  6. Shingo Iwami: Mathematical Biology Laboratory, Department of Biology, Faculty of Sciences, Kyushu University, Fukuoka, 819-0395, Japan. siwami@kyushu-u.org.

Abstract

Mathematical modeling has revealed the quantitative dynamics during the process of viral infection and evolved into an important tool in modern virology. Coupled with analyses of clinical and experimental data, the widely used basic model of viral dynamics described by ordinary differential equations (ODEs) has been well parameterized. In recent years, age-structured models, called "multiscale model," formulated by partial differential equations (PDEs) have also been developed and become useful tools for more detailed data analysis. However, in general, PDE models are considerably more difficult to subject to mathematical and numerical analyses. In our recently reported study, we successfully derived a mathematically identical ODE model from a PDE model, which helps to overcome the limitations of the PDE model with regard to clinical data analysis. Here, we derive the basic reproduction number from the identical ODE model and provide insight into the global stability of all possible steady states of the ODE model.

Keywords

MeSH Term

Basic Reproduction Number
Hepacivirus
Hepatitis C
Humans
Mathematical Concepts
Models, Biological
RNA, Viral
Virus Replication

Chemicals

RNA, Viral

Word Cloud

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