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Spatial invasion of cooperative parasites

  • n this paper we study invasion probabilities and invasion times of cooperative parasites spreading in spatially structured host populations. The spatial structure of the host population is given by a random geometric graph on [0,1]n, n∈N, with a Poisson(N)-distributed number of vertices and in which vertices are connected over an edge when they have a distance of at most rN∈Θ(Nβ−1n) for some 0<β<1 and N→∞. At a host infection many parasites are generated and parasites move along edges to neighbouring hosts. We assume that parasites have to cooperate to infect hosts, in the sense that at least two parasites need to attack a host simultaneously. We find lower and upper bounds on the invasion probability of the parasites in terms of survival probabilities of branching processes with cooperation. Furthermore, we characterize the asymptotic invasion time. An important ingredient of the proofs is a comparison with infection dynamics of cooperative parasites in host populations structured according to a complete graph, i.e. in well-mixed host populations. For these infection processes we can show that invasion probabilities are asymptotically equal to survival probabilities of branching processes with cooperation. Furthermore, we build in the proofs on techniques developed in [BP22], where an analogous invasion process has been studied for host populations structured according to a configuration model. We substantiate our results with simulations.

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Author:Vianney Brouard, Cornelia PokalyukGND, Marco SeilerGND, Hung The TranGND
URN:urn:nbn:de:hebis:30:3-864350
URL:https://arxiv.org/abs/2308.07397v1
DOI:https://doi.org/10.48550/arXiv.2308.07397
ArXiv Id:http://arxiv.org/abs/2308.07397v1
Parent Title (English):arXiv
Publisher:arXiv
Document Type:Preprint
Language:English
Date of Publication (online):2023/08/14
Date of first Publication:2023/08/14
Publishing Institution:Universitätsbibliothek Johann Christian Senckenberg
Release Date:2024/08/14
Tag:cooperation; host-parasite population dynamics; invasion probability; invasion time; random geometric graph; spatial host population structure
Issue:2308.07397v1
Edition:Version 1
Page Number:57
Institutes:Informatik und Mathematik / Mathematik
Informatik und Mathematik / Informatik
Wissenschaftliche Zentren und koordinierte Programme / Frankfurt Institute for Advanced Studies (FIAS)
Dewey Decimal Classification:5 Naturwissenschaften und Mathematik / 51 Mathematik / 510 Mathematik
MSC-Classification:60-XX PROBABILITY THEORY AND STOCHASTIC PROCESSES (For additional applications, see 11Kxx, 62-XX, 90-XX, 91-XX, 92-XX, 93-XX, 94-XX) / 60Jxx Markov processes / 60J80 Branching processes (Galton-Watson, birth-and-death, etc.)
60-XX PROBABILITY THEORY AND STOCHASTIC PROCESSES (For additional applications, see 11Kxx, 62-XX, 90-XX, 91-XX, 92-XX, 93-XX, 94-XX) / 60Jxx Markov processes / 60J85 Applications of branching processes [See also 92Dxx]
92-XX BIOLOGY AND OTHER NATURAL SCIENCES / 92Dxx Genetics and population dynamics / 92D25 Population dynamics (general)
92-XX BIOLOGY AND OTHER NATURAL SCIENCES / 92Dxx Genetics and population dynamics / 92D30 Epidemiology
Sammlungen:Universitätspublikationen
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International