Literature DB >> 35309741

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

Nicola Bellomo1, Richard Bingham2, Mark A J Chaplain3, Giovanni Dosi4, Guido Forni5, Damian A Knopoff6, John Lowengrub7, Reidun Twarock2, Maria Enrica Virgillito4.   

Abstract

This paper is devoted to the multidisciplinary modelling of a pandemic initiated by an aggressive virus, specifically the so-called SARS-CoV-2 Severe Acute Respiratory Syndrome, corona virus n.2. 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.

Entities:  

Keywords:  92C60; 92D30; COVID-19; SARS-CoV-2; complexity; immune competition; intracellular infection dynamics; living systems; multiscale problems; networks; spatial patterns; viral quasispecies; virus structure modelling

Year:  2020        PMID: 35309741      PMCID: PMC8932953          DOI: 10.1142/s0218202520500323

Source DB:  PubMed          Journal:  Math Models Methods Appl Sci        ISSN: 0218-2025            Impact factor:   3.817


  78 in total

1.  Travelling waves and spatial hierarchies in measles epidemics.

Authors:  B T Grenfell; O N Bjørnstad; J Kappey
Journal:  Nature       Date:  2001-12-13       Impact factor: 49.962

Review 2.  New developments in goblet cell mucus secretion and function.

Authors:  G M H Birchenough; M E V Johansson; J K Gustafsson; J H Bergström; G C Hansson
Journal:  Mucosal Immunol       Date:  2015-04-15       Impact factor: 7.313

3.  Imperfect drug penetration leads to spatial monotherapy and rapid evolution of multidrug resistance.

Authors:  Stefany Moreno-Gamez; Alison L Hill; Daniel I S Rosenbloom; Dmitri A Petrov; Martin A Nowak; Pleuni S Pennings
Journal:  Proc Natl Acad Sci U S A       Date:  2015-05-18       Impact factor: 11.205

4.  Coronavirus vaccines: five key questions as trials begin.

Authors:  Ewen Callaway
Journal:  Nature       Date:  2020-03       Impact factor: 49.962

5.  HIV-1 dynamics in vivo: virion clearance rate, infected cell life-span, and viral generation time.

Authors:  A S Perelson; A U Neumann; M Markowitz; J M Leonard; D D Ho
Journal:  Science       Date:  1996-03-15       Impact factor: 47.728

6.  Heterogeneous distribution of mechanical stress in human lung: a mathematical approach to evaluate abnormal remodeling in IPF.

Authors:  A Carloni; V Poletti; L Fermo; N Bellomo; M Chilosi
Journal:  J Theor Biol       Date:  2013-05-09       Impact factor: 2.691

7.  Genotypic and phenotypic analysis of variants resistant to hepatitis C virus nonstructural protein 5A replication complex inhibitor BMS-790052 in humans: in vitro and in vivo correlations.

Authors:  Robert A Fridell; Chunfu Wang; Jin-Hua Sun; Donald R O'Boyle; Peter Nower; Lourdes Valera; Dike Qiu; Susan Roberts; Xin Huang; Bernadette Kienzle; Marc Bifano; Richard E Nettles; Min Gao
Journal:  Hepatology       Date:  2011-12       Impact factor: 17.425

8.  A pneumonia outbreak associated with a new coronavirus of probable bat origin.

Authors:  Peng Zhou; Xing-Lou Yang; Xian-Guang Wang; Ben Hu; Lei Zhang; Wei Zhang; Hao-Rui Si; Yan Zhu; Bei Li; Chao-Lin Huang; Hui-Dong Chen; Jing Chen; Yun Luo; Hua Guo; Ren-Di Jiang; Mei-Qin Liu; Ying Chen; Xu-Rui Shen; Xi Wang; Xiao-Shuang Zheng; Kai Zhao; Quan-Jiao Chen; Fei Deng; Lin-Lin Liu; Bing Yan; Fa-Xian Zhan; Yan-Yi Wang; Geng-Fu Xiao; Zheng-Li Shi
Journal:  Nature       Date:  2020-02-03       Impact factor: 69.504

Review 9.  Immunology of COVID-19: Current State of the Science.

Authors:  Nicolas Vabret; Graham J Britton; Conor Gruber; Samarth Hegde; Joel Kim; Maria Kuksin; Rachel Levantovsky; Louise Malle; Alvaro Moreira; Matthew D Park; Luisanna Pia; Emma Risson; Miriam Saffern; Bérengère Salomé; Myvizhi Esai Selvan; Matthew P Spindler; Jessica Tan; Verena van der Heide; Jill K Gregory; Konstantina Alexandropoulos; Nina Bhardwaj; Brian D Brown; Benjamin Greenbaum; Zeynep H Gümüş; Dirk Homann; Amir Horowitz; Alice O Kamphorst; Maria A Curotto de Lafaille; Saurabh Mehandru; Miriam Merad; Robert M Samstein
Journal:  Immunity       Date:  2020-05-06       Impact factor: 31.745

10.  Understanding Unreported Cases in the COVID-19 Epidemic Outbreak in Wuhan, China, and the Importance of Major Public Health Interventions.

Authors:  Zhihua Liu; Pierre Magal; Ousmane Seydi; Glenn Webb
Journal:  Biology (Basel)       Date:  2020-03-08
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  7 in total

1.  Factors Associated with COVID-19 Vaccine Booster Hesitancy: A Retrospective Cohort Study, Fukushima Vaccination Community Survey.

Authors:  Makoto Yoshida; Yurie Kobashi; Takeshi Kawamura; Yuzo Shimazu; Yoshitaka Nishikawa; Fumiya Omata; Tianchen Zhao; Chika Yamamoto; Yudai Kaneko; Aya Nakayama; Morihito Takita; Naomi Ito; Moe Kawashima; Sota Sugiura; Kenji Shibuya; Shingo Iwami; Kwangsu Kim; Shoya Iwanami; Tatsuhiko Kodama; Masaharu Tsubokura
Journal:  Vaccines (Basel)       Date:  2022-03-26

2.  Quantifying collective intelligence and behaviours of SARS-CoV-2 via environmental resources from virus' perspectives.

Authors:  Ray-Ming Chen
Journal:  Environ Res       Date:  2021-05-12       Impact factor: 8.431

3.  Adaptive mesh refinement and coarsening for diffusion-reaction epidemiological models.

Authors:  Malú Grave; Alvaro L G A Coutinho
Journal:  Comput Mech       Date:  2021-02-25       Impact factor: 4.391

4.  Regional opening strategies with commuter testing and containment of new SARS-CoV-2 variants in Germany.

Authors:  Martin J Kühn; Daniel Abele; Sebastian Binder; Kathrin Rack; Margrit Klitz; Jan Kleinert; Jonas Gilg; Luca Spataro; Wadim Koslow; Martin Siggel; Michael Meyer-Hermann; Achim Basermann
Journal:  BMC Infect Dis       Date:  2022-04-04       Impact factor: 3.090

5.  Dynamical analysis of a stochastic delayed SIR epidemic model with vertical transmission and vaccination.

Authors:  Xiaolei Zhang; Maoxing Liu
Journal:  Adv Contin Discret Model       Date:  2022-04-22

6.  Modeling nonlocal behavior in epidemics via a reaction-diffusion system incorporating population movement along a network.

Authors:  Malú Grave; Alex Viguerie; Gabriel F Barros; Alessandro Reali; Roberto F S Andrade; Alvaro L G A Coutinho
Journal:  Comput Methods Appl Mech Eng       Date:  2022-09-15       Impact factor: 6.588

7.  Global analysis of within-host SARS-CoV-2/HIV coinfection model with latency.

Authors:  A M Elaiw; A D Al Agha; S A Azoz; E Ramadan
Journal:  Eur Phys J Plus       Date:  2022-01-27       Impact factor: 3.758

  7 in total

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