Evidence map›Paper›PMID 37348379›Full record

ArticleEpidemics2023

A model for malaria treatment evaluation in the presence of multiple species.

C R Walker, R I Hickson, E Chang, P Ngor, S Sovannaroth, J A Simpson, D J Price, J M McCaw, R N Price, J A Flegg and 1 more

Open access · goldAbstract read
In one paragraph

Article in Epidemics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
1.2field-weighted citation impact, top 22% 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

6 citing papers in PubMed, 4 citations in OpenAlex.

  1. Integrating parallelCommunications health · 2026
    Article
  2. Mixed malaria infections: A critical review and Detect-Characterise-Act surveillance framework.Current research in parasitology & vector-borne diseases · 2026
    Review
  3. Article
  4. Heterogeneous mosquito exposure increasesProceedings. Biological sciences · 2024
    Article
  5. Review
  6. 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

11 authors at 3 institutions in 4 countries.

C R WalkerSchool of Mathematics and Statistics, University of Melbourne, Australia. Electronic address: camelia.walker@unimelb.edu.au.
R I HicksonSchool of Mathematics and Statistics, University of Melbourne, Australia; Australian Institute of Tropical Health and Medicine, and College of Public Health, Medical & Veterinary Sciences, James Cook University, Australia; Health and Biosecurity, CSIRO, Australia.
E ChangSchool of Mathematics and Statistics, University of Melbourne, Australia.
P NgorCambodian National Center for Parasitology, Entomology and Malaria Control, Cambodia; Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Thailand.
S SovannarothCambodian National Center for Parasitology, Entomology and Malaria Control, Cambodia.
J A SimpsonCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Australia.
D J PriceCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Australia; Department of Infectious Diseases, University of Melbourne, at the Peter Doherty Institute for Infection and Immunity, Australia.
J M McCawSchool of Mathematics and Statistics, University of Melbourne, Australia; Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Australia.
R N PriceMahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Thailand; Division of Global and Tropical Health, Menzies School of Health Research and Charles Darwin University, Australia; Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, UK.
J A FleggSchool of Mathematics and Statistics, University of Melbourne, Australia.
A DevineCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Australia; Division of Global and Tropical Health, Menzies School of Health Research and Charles Darwin University, Australia.
The University of Melbourne · AUMahidol University · THCambodia National Malaria Center · KH

Funding

Wellcome Trust 200909
6 · The paper itself

Abstract

Plasmodium falciparum and P. vivax are the two most common causes of malaria. While the majority of deaths and severe morbidity are due to P. falciparum, P. vivax poses a greater challenge to eliminating malaria outside of Africa due to its ability to form latent liver stage parasites (hypnozoites), which can cause relapsing episodes within an individual patient. In areas where P. falciparum and P. vivax are co-endemic, individuals can carry parasites of both species simultaneously. These mixed infections complicate dynamics in several ways: treatment of mixed infections will simultaneously affect both species, P. falciparum can mask the detection of P. vivax, and it has been hypothesised that clearing P. falciparum may trigger a relapse of dormant P. vivax. When mixed infections are treated for only blood-stage parasites, patients are at risk of relapse infections due to P. vivax hypnozoites. We present a stochastic mathematical model that captures interactions between P. falciparum and P. vivax, and incorporates both standard schizonticidal treatment (which targets blood-stage parasites) and radical cure treatment (which additionally targets liver-stage parasites). We apply this model via a hypothetical simulation study to assess the implications of different treatment coverages of radical cure for mixed and P. vivax infections and a "unified radical cure" treatment strategy where P. falciparum, P. vivax, and mixed infections all receive radical cure after screening glucose-6-phosphate dehydrogenase (G6PD) normal. In addition, we investigated the impact of mass drug administration (MDA) of blood-stage treatment. We find that a unified radical cure strategy leads to a substantially lower incidence of malaria cases and deaths overall. MDA with schizonticidal treatment was found to decrease P. falciparum with little effect on P. vivax. We perform a univariate sensitivity analysis to highlight important model parameters.

Indexed as

CoinfectionMalariaMalaria, FalciparumMalaria, VivaxHumansPlasmodium vivaxRecurrenceMalariaPlasmodium falciparumPlasmodium vivaxStochastic modellingUnified treatment

Identifiers

PMID37348379
PMCPMC7614843
OpenAlexW4377104289

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.