Stochastic SIS Modelling: Coinfection of Two Pathogens in Two-Host Communities.

Gillespie algorithm basic reproduction number branching process continuous time Markov chain epidemic extinction stochastic differential equation

Journal

Entropy (Basel, Switzerland)
ISSN: 1099-4300
Titre abrégé: Entropy (Basel)
Pays: Switzerland
ID NLM: 101243874

Informations de publication

Date de publication:
31 Dec 2019
Historique:
received: 21 10 2019
revised: 15 11 2019
accepted: 21 11 2019
entrez: 8 12 2020
pubmed: 9 12 2020
medline: 9 12 2020
Statut: epublish

Résumé

A pathogen can infect multiple hosts. For example, zoonotic diseases like rabies often colonize both humans and animals. Meanwhile, a single host can sometimes be infected with many pathogens, such as malaria and meningitis. Therefore, we studied two susceptible classes S 1 ( t ) and S 2 ( t ) , each of which can be infected when interacting with two different infectious groups I 1 ( t ) and I 2 ( t ) . The stochastic models were formulated through the continuous time Markov chain (CTMC) along with their deterministic analogues. The statistics for the developed model were studied using the multi-type branching process. Since each epidemic class was assumed to transmit only its own type of pathogen, two reproduction numbers were obtained, in addition to the probability-generating functions of offspring. Thus, these, together with the mean number of infections, were used to estimate the probability of extinction. The initial population of infectious classes can influence their probability of extinction. Understanding the disease extinctions and outbreaks could result in rapid intervention by the management for effective control measures.

Identifiants

pubmed: 33285829
pii: e22010054
doi: 10.3390/e22010054
pmc: PMC7516484
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Universiti Putra Malaysia
ID : GP-IPS/2018/9657400

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Auteurs

Auwal Abdullahi (A)

Institute for Mathematical Research, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.
Department of Mathematics and Computer Science, Federal University Kashere, Kashere 771103, Nigeria.

Shamarina Shohaimi (S)

Institute for Mathematical Research, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.
Department of Biology, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.

Adem Kilicman (A)

Institute for Mathematical Research, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.
Department of Mathematics, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.

Mohd Hafiz Ibrahim (M)

Department of Biology, Universiti Putra Malaysia, 43400 Serdang, Selangor, Malaysia.

Nader Salari (N)

Department of Biostatistics, School of Public Health, Kermanshah University of Medical Sciences, 6715847141 Kermanshah, Iran.

Classifications MeSH