A multiscale model of virus pandemic: Heterogeneous interactive entities in a globally connected world

Author:

Bellomo Nicola12,Bingham Richard3,Chaplain Mark A. J.4,Dosi Giovanni5,Forni Guido6,Knopoff Damian A.7,Lowengrub John8,Twarock Reidun3,Virgillito Maria Enrica5

Affiliation:

1. Departamento de Matemática Aplicada, University of Granada, Spain

2. IMATI CNR, Pavia, Italy, and Politecnico of Torino, Italy

3. Departments of Mathematics and Biology, York Cross-disciplinary Centre for Systems Analysis, University of York, UK

4. Mathematical Institute, School of Mathematics and Statistics, University of St Andrews, St Andrews KY16 9SS, Scotland, UK

5. Institute of Economics and EMbeDS, Scuola Superiore Sant’Anna, Piazza Martiri della Libertà 33, I-56127, Pisa, Italy

6. Accademia Nazionale dei Lincei, Roma, Italy

7. Centro de Investigacion y Estudios de Matematica (CONICET) and Famaf (UNC), Medina Allende s/n, 5000, Cordoba, Argentina

8. Department of Mathematics, University California Irvine, United States

Abstract

This paper is devoted to the multidisciplinary modelling of a pandemic initiated by an aggressive virus, specifically the so-called SARS–CoV–[Formula: see text] Severe Acute Respiratory Syndrome, corona virus n.[Formula: see text]. The study is developed within a multiscale framework accounting for the interaction of different spatial scales, from the small scale of the virus itself and cells, to the large scale of individuals and further up to the collective behaviour of populations. An interdisciplinary vision is developed thanks to the contributions of epidemiologists, immunologists and economists as well as those of mathematical modellers. The first part of the contents is devoted to understanding the complex features of the system and to the design of a modelling rationale. The modelling approach is treated in the second part of the paper by showing both how the virus propagates into infected individuals, successfully and not successfully recovered, and also the spatial patterns, which are subsequently studied by kinetic and lattice models. The third part reports the contribution of research in the fields of virology, epidemiology, immune competition, and economy focussed also on social behaviours. Finally, a critical analysis is proposed looking ahead to research perspectives.

Funder

EPSRC

Royal Society Wolfson Fellowship

CONICET

Secyt UNC

US National Science Foundation

Simons Foundation

NSF-Simons Center for Multiscale Cell Fate Research

US National Institutes of Health

National Center in Cancer Systems Biology at UC Irvine

Publisher

World Scientific Pub Co Pte Lt

Subject

Applied Mathematics,Modeling and Simulation

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