Literature DB >> 32713301

Multi-scale analysis and modelling of collective migration in biological systems.

Andreas Deutsch1, Peter Friedl2,3,4, Luigi Preziosi5, Guy Theraulaz6,7,8.   

Abstract

Collective migration has become a paradigm for emergent behaviour in systems of moving and interacting individual units resulting in coherent motion. In biology, these units are cells or organisms. Collective cell migration is important in embryonic development, where it underlies tissue and organ formation, as well as pathological processes, such as cancer invasion and metastasis. In animal groups, collective movements may enhance individuals' decisions and facilitate navigation through complex environments and access to food resources. Mathematical models can extract unifying principles behind the diverse manifestations of collective migration. In biology, with a few exceptions, collective migration typically occurs at a 'mesoscopic scale' where the number of units ranges from only a few dozen to a few thousands, in contrast to the large systems treated by statistical mechanics. Recent developments in multi-scale analysis have allowed linkage of mesoscopic to micro- and macroscopic scales, and for different biological systems. The articles in this theme issue on 'Multi-scale analysis and modelling of collective migration' compile a range of mathematical modelling ideas and multi-scale methods for the analysis of collective migration. These approaches (i) uncover new unifying organization principles of collective behaviour, (ii) shed light on the transition from single to collective migration, and (iii) allow us to define similarities and differences of collective behaviour in groups of cells and organisms. As a common theme, self-organized collective migration is the result of ecological and evolutionary constraints both at the cell and organismic levels. Thereby, the rules governing physiological collective behaviours also underlie pathological processes, albeit with different upstream inputs and consequences for the group. This article is part of the theme issue 'Multi-scale analysis and modelling of collective migration in biological systems'.

Entities:  

Keywords:  cancer; collective behaviour; collective migration; mathematical biology; multi-scale analysis; self-organization

Mesh:

Year:  2020        PMID: 32713301      PMCID: PMC7423374          DOI: 10.1098/rstb.2019.0377

Source DB:  PubMed          Journal:  Philos Trans R Soc Lond B Biol Sci        ISSN: 0962-8436            Impact factor:   6.237


  91 in total

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Authors:  Stephanie N Jorgensen; Jonathan R Sanders
Journal:  Med Biol Eng Comput       Date:  2015-12-30       Impact factor: 2.602

2.  Stigmergic construction and topochemical information shape ant nest architecture.

Authors:  Anaïs Khuong; Jacques Gautrais; Andrea Perna; Chaker Sbaï; Maud Combe; Pascale Kuntz; Christian Jost; Guy Theraulaz
Journal:  Proc Natl Acad Sci U S A       Date:  2016-01-19       Impact factor: 11.205

3.  The interplay between a self-organized process and an environmental template: corpse clustering under the influence of air currents in ants.

Authors:  Christian Jost; Julie Verret; Eric Casellas; Jacques Gautrais; Mélanie Challet; Jacques Lluc; Stéphane Blanco; Michael J Clifton; Guy Theraulaz
Journal:  J R Soc Interface       Date:  2007-02-22       Impact factor: 4.118

4.  Collective cell motility promotes chemotactic prowess and resistance to chemorepulsion.

Authors:  Gema Malet-Engra; Weimiao Yu; Amanda Oldani; Javier Rey-Barroso; Nir S Gov; Giorgio Scita; Loïc Dupré
Journal:  Curr Biol       Date:  2015-01-08       Impact factor: 10.834

5.  Noise-induced effects in collective dynamics and inferring local interactions from data.

Authors:  Jitesh Jhawar; Vishwesha Guttal
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-07-27       Impact factor: 6.237

Review 6.  Modelling collective cell motion: are on- and off-lattice models equivalent?

Authors:  Josué Manik Nava-Sedeño; Anja Voß-Böhme; Haralampos Hatzikirou; Andreas Deutsch; Fernando Peruani
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-07-27       Impact factor: 6.237

7.  Collective information processing and pattern formation in swarms, flocks, and crowds.

Authors:  Mehdi Moussaid; Simon Garnier; Guy Theraulaz; Dirk Helbing
Journal:  Top Cogn Sci       Date:  2009-04-06

8.  The impact of architecture on collective behaviour.

Authors:  Noa Pinter-Wollman; Stephen M Fiore; Guy Theraulaz
Journal:  Nat Ecol Evol       Date:  2017-03-27       Impact factor: 15.460

9.  The migration of the desert locust (Schistocerca gregaria Forsk.). I. The behaviour of swarms. II. A theory of long-range migrations.

Authors:  J S KENNEDY
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  1951-05       Impact factor: 6.237

10.  PhysiCell: An open source physics-based cell simulator for 3-D multicellular systems.

Authors:  Ahmadreza Ghaffarizadeh; Randy Heiland; Samuel H Friedman; Shannon M Mumenthaler; Paul Macklin
Journal:  PLoS Comput Biol       Date:  2018-02-23       Impact factor: 4.475

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  3 in total

1.  Computational modelling of cell motility modes emerging from cell-matrix adhesion dynamics.

Authors:  Leonie van Steijn; Inge M N Wortel; Clément Sire; Loïc Dupré; Guy Theraulaz; Roeland M H Merks
Journal:  PLoS Comput Biol       Date:  2022-02-14       Impact factor: 4.475

2.  Cellular sociology regulates the hierarchical spatial patterning and organization of cells in organisms.

Authors:  Shambavi Ganesh; Beliz Utebay; Jeremy Heit; Ahmet F Coskun
Journal:  Open Biol       Date:  2020-12-16       Impact factor: 6.411

3.  The impact of individual perceptual and cognitive factors on collective states in a data-driven fish school model.

Authors:  Weijia Wang; Ramón Escobedo; Stéphane Sanchez; Clément Sire; Zhangang Han; Guy Theraulaz
Journal:  PLoS Comput Biol       Date:  2022-03-02       Impact factor: 4.475

  3 in total

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