Evidence map›Paper›PMID 36575768›Full record

ArticleNetwork modeling and analysis in health informatics and bioinformatics2023

Optimal control of a two-group malaria transmission model with vaccination.

S Y Tchoumi, C W Chukwu, M L Diagne, H Rwezaura, M L Juga, J M Tchuenche

Abstract read
In one paragraph

Article in Network modeling and analysis in health informatics and bioinformatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Age-structured vaccination strategies in mathematical modeling of malaria transmission.Current research in parasitology & vector-borne diseases · 2025
    Article
  5. Article
  6. Review
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

6 authors.

S Y TchoumiDepartment of Mathematics and Computer Sciences ENSAI, University of NGaoundere, P. O. Box 455, Ngaoundere, Cameroon.
C W ChukwuDepartment of Mathematics, Wake Forest University, Winston-Salem, NC 27109 USA.
M L DiagneDepartement de Mathematiques, UFR des Sciences et Technologies, Universite de Thies, Thies, Senegal.
H RwezauraMathematics Department, University of Dar es Salaam, P.O. Box 35062, Dar es Salaam, Tanzania.
M L JugaDepartment of Mathematics and Applied Mathematics, University of Johannesburg, Auckland Park, 2006 South Africa.
J M TchuencheSchool of Computer Science and Applied Mathematics, University of the Witwatersrand, Private Bag 3, Wits 2050, Johannesburg, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria is a vector-borne disease that poses major health challenges globally, with the highest burden in children less than 5 years old. Prevention and treatment have been the main interventions measures until the recent groundbreaking highly recommended malaria vaccine by WHO for children below five. A two-group malaria model structured by age with vaccination of individuals aged below 5 years old is formulated and theoretically analyzed. The disease-free equilibrium is globally asymptotically stable when the disease-induced death rate in both human groups is zero. Descarte's rule of signs is used to discuss the possible existence of multiple endemic equilibria. By construction, mathematical models inherit the loss of information that could make prediction of model outcomes imprecise. Thus, a global sensitivity analysis of the basic reproduction number and the vaccination class as response functions using Latin-Hypercube Sampling in combination with partial rank correlation coefficient are graphically depicted. As expected, the most sensitive parameters are related to children under 5 years old. Through the application of optimal control theory, the best combination of interventions measures to mitigate the spread of malaria is investigated. Simulations results show that concurrently applying the three intervention measures, namely: personal protection, treatment, and vaccination of childreen under-five is the best strategy for fighting against malaria epidemic in a community, relative to using either single or any dual combination of intervention(s) at a time.

Indexed as

MalariaOptimal controlSensitivity analysisVaccination

Identifiers

PMID36575768
PMCPMC9780107

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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.