Evidence map›Paper›PMID 42455784›Full record

ArticlePloS one2026

Modelling the impact of mosquito bed net utilization on malaria transmission and evolution of pyrethroid resistance.

Ivan Sseguya, Joseph Y T Mugisha, Juliet N Nakakawa, Prashanth Selvaraj, Jonathan Kayondo

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Ivan SseguyaMathematics Department, Makerere University, Kampala, Uganda.ORCID https://orcid.org/0000-0001-7346-8980
Joseph Y T MugishaMathematics Department, Makerere University, Kampala, Uganda.
Juliet N NakakawaMathematics Department, Makerere University, Kampala, Uganda.
Prashanth SelvarajInstitute for Disease Modeling, Gates Foundation, Seattle, Washington, United States of America.
Jonathan KayondoEntomology Department, Uganda Virus Research Institute, Entebbe, Uganda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Long-lasting Insecticide Nets (LLINs) are central to malaria prevention, but their effectiveness is threatened by the increasing pyrethroid resistance and low bed net utilization in malaria-endemic regions globally. This study formulates a genotype-specific compartmental model accounting for malaria transmission. It incorporates the blocking and insecticidal killing effects of LLINs, and pyrethroid-induced fitness costs, to evaluate the impact of LLIN utilization on malaria and resistance dynamics. Reproductive numbers with and without LLINs were derived, and sensitivity analysis performed. This analysis showed that the utilization of LLINs and their effectiveness against pyrethroid-resistant vectors have the strongest effect in reducing malaria transmission in both Sobol and partial rank correlation coefficient PRCC analyses. The baseline scenario and four LLIN utilization scenarios (standard, three-year, two-year and one-year) were simulated over nine years to track malaria transmission, mosquito population and evolution of resistance. These were assessed, with pyrethroid-only nets deployed in the first two campaigns and pyrethroid piperonyl butoxide (PBO) nets deployed in the third campaign. Results showed that, despite an initial LLIN coverage of 81%, protection against malaria infection by both pyrethroid-only and pyrethroid-PBO nets was not sustained over the campaign period and this worsened with lower utilization levels. Pyrethroid-PBO nets provided greater mosquito suppression and better protection under standard utilization, but their advantage over pyrethroid-only nets declined with lower utilization. The study further demonstrated that repeated pyrethroid-only campaigns accelerate the evolution of pyrethroid resistance, but PBO nets counteract this trend particularly when such resistance carries a higher fitness cost. Although lower utilization levels slowed resistance evolution, these scenarios do not represent an epidemiologically viable malaria control strategy.

Indexed as

Insecticide ResistanceInsecticidesInsecticide-Treated BednetsMalariaMosquito ControlPyrethrinsAnimalsAnophelesHumansMosquito VectorsInsecticidesPyrethrins

Identifiers

PMID42455784
PMCPMC13372178

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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.