Evidence map›Paper›PMID 41057397›Full record

ArticleScientific reports2025

Pixel intensity of wing photos used to infer efficacy of mosquito control interventions against Anopheles gambiae caught during the RIMDAMAL II clinical trial.

Greg Pugh, Emmanuel Sougué, Timothy A Burton, Ryan Yoe, Lyndsey I Gray, Blue Hephaestus, Anthony Somé, Bryce Asay, Sunil Parikh, A Fabrice Somé and 2 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

12 authors.

Greg PughCenter for Vector-Borne Infectious Diseases, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA. greg.pugh@colostate.edu.
Emmanuel SouguéInstitut de Recherche en Sciences de la Santé, Direction Régionale de l'Ouest,, Bobo-Dioulasso, Burkina Faso.
Timothy A BurtonCenter for Vector-Borne Infectious Diseases, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA.
Ryan YoeCenter for Vector-Borne Infectious Diseases, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA.
Lyndsey I GrayCenter for Vector-Borne Infectious Diseases, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA.
Blue HephaestusViden Technologies LLC, Laramie, WY, USA.
Anthony SoméInstitut de Recherche en Sciences de la Santé, Direction Régionale de l'Ouest,, Bobo-Dioulasso, Burkina Faso.
Bryce AsayViden Technologies LLC, Laramie, WY, USA.
Sunil ParikhDepartment of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA.
A Fabrice SoméInstitut de Recherche en Sciences de la Santé, Direction Régionale de l'Ouest,, Bobo-Dioulasso, Burkina Faso.
Roch K DabiréInstitut de Recherche en Sciences de la Santé, Direction Régionale de l'Ouest,, Bobo-Dioulasso, Burkina Faso.
Brian D FoyCenter for Vector-Borne Infectious Diseases, Department of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA.

Funding

Repeat Ivermectin Mass Drug Administrations for MALaria control II (RIMDAMAL II): a double-blind cluster randomized trial for integrated control of malariaU01AI138910 · NIAID · COLORADO STATE UNIVERSITY · PI FOY, BRIAN DAVID, PARIKH, SUNIL · 2018 to 2022
$3.5M
National Institute of Allergy and Infectious Diseases 1U01AI138910NIAID NIH HHS U01 AI138910
6 · The paper itself

Abstract

Mosquito age-grading is important for evaluating mosquito control efforts and estimating pathogen transmission risk. We previously developed a simple, low-cost, and high-throughput method to age-grade mosquitoes by computing the pixel intensity (PI) of wing photos, which reflects wing scale loss over time. Here the technique was refined and used to understand wild Anopheles gambiae population structures from the RIMDAMAL II clinical trial. PI distributions from wing photos of wild An. gambiae caught during the trial reflected wild population structures assessed by gold standard techniques, where most individuals clustered in the lower PI value ranges and there was a long thin distribution tail of fewer individuals with high PI values. The wild mosquitoes also had a wider PI range than those from colony An. gambiae reared to known ages in a laboratory mesocosm. Analyses from the RIMDAMAL II trial indicate that while ivermectin mass drug administrations in the intervention arm may have modestly influenced PI relative to controls, distributions of new dual-chemistry insecticide treated bed nets in both arms were associated with a strong effect on PI, as well as on predicted age structure generated from the laboratory-based age model. These data suggest this method can be used to rapidly infer the efficacy of vector control interventions and may accurately predict wild type mosquito age with future optimized age models.

Indexed as

AnophelesMosquito ControlWings, AnimalAnimalsFemaleHumansInsecticidesInsecticide-Treated BednetsIvermectinMalariaMosquito VectorsPhotographyInsecticidesIvermectin

Identifiers

PMID41057397
PMCPMC12504532

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.