Evidence map›Paper›PMID 26921202›Full record

ArticleJournal of mathematical biology2016

Backward bifurcations, turning points and rich dynamics in simple disease models.

Wenjing Zhang, Lindi M Wahl, Pei Yu

Abstract read
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In one paragraph

Article in Journal of mathematical biology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
2.7field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed, 24 citations in OpenAlex.

  1. Models of cytokine dynamics in the inflammatory response of viral zoonotic infectious diseases.Mathematical medicine and biology : a journal of the IMA · 2019
    Article
  2. The effect of sexual transmission on Zika virus dynamics.Journal of mathematical biology · 2018
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Wenjing ZhangApplied Mathematics, Western University, London, ON, N6A 5B7, Canada. zhang.wenjing14@gmail.com.ORCID 0000-0003-3451-7035
Lindi M WahlApplied Mathematics, Western University, London, ON, N6A 5B7, Canada.
Pei YuApplied Mathematics, Western University, London, ON, N6A 5B7, Canada.
Western University · CA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this paper, dynamical systems theory and bifurcation theory are applied to investigate the rich dynamical behaviours observed in three simple disease models. The 2- and 3-dimensional models we investigate have arisen in previous investigations of epidemiology, in-host disease, and autoimmunity. These closely related models display interesting dynamical behaviors including bistability, recurrence, and regular oscillations, each of which has possible clinical or public health implications. In this contribution we elucidate the key role of backward bifurcations in the parameter regimes leading to the behaviors of interest. We demonstrate that backward bifurcations with varied positions of turning points facilitate the appearance of Hopf bifurcations, and the varied dynamical behaviors are then determined by the properties of the Hopf bifurcation(s), including their location and direction. A Maple program developed earlier is implemented to determine the stability of limit cycles bifurcating from the Hopf bifurcation. Numerical simulations are presented to illustrate phenomena of interest such as bistability, recurrence and oscillation. We also discuss the physical motivations for the models and the clinical implications of the resulting dynamics.

Indexed as

Models, BiologicalCommunicable DiseasesComputer SimulationHumansPublic HealthBackward bifurcationBistabilityConcave incidence rateConvex incidence rateDisease modelForward bifurcationHopf bifurcationNegative backward bifurcationPositive backward bifurcationRecurrenceTurning point

Identifiers

PMID26921202
OpenAlexW2284538598

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.