Evidence map›Paper›PMID 38032502›Full record

ArticleJournal, genetic engineering & biotechnology2023

In-silico analysis of potent Mosquirix vaccine adjuvant leads.

Okello Harrison Onyango, Cynthia Mugo Mwenda, Grace Gitau, John Muoma, Patrick Okoth

Open access · diamondAbstract read
In one paragraph

Article in Journal, genetic engineering & biotechnology, 2023. 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
0.4field-weighted citation impact, top 33% 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

0 citing papers in PubMed, 2 citations in OpenAlex.

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 at 3 institutions in 1 country.

Okello Harrison OnyangoDepartment of Biological Sciences (Molecular Biology, Computational Biology, and Bioinformatics Section), School of Natural and Applied Sciences, Masinde Muliro University of Science and Technology, P.O. BOX 190-50100, Kakamega, Kenya. sbfg01-702412021@student.mmust.ac.ke.ORCID http://orcid.org/0000-0001-7990-5897
Cynthia Mugo MwendaDepartment of Biological Sciences, School of Pure and Applied Sciences, Meru University of Science and Technology, P.O. BOX 972-60200, Meru, Kenya.ORCID https://orcid.org/0000-0002-2797-3908
Grace GitauDepartment of Biochemistry and Biotechnology, School of Biological and Life Sciences, The Technical University of Kenya, P.O. BOX 52428-00200, Nairobi, Kenya.ORCID https://orcid.org/0000-0002-6698-2479
John MuomaDepartment of Biological Sciences (Molecular Biology, Computational Biology, and Bioinformatics Section), School of Natural and Applied Sciences, Masinde Muliro University of Science and Technology, P.O. BOX 190-50100, Kakamega, Kenya.ORCID https://orcid.org/0000-0002-4525-3840
Patrick OkothDepartment of Biological Sciences (Molecular Biology, Computational Biology, and Bioinformatics Section), School of Natural and Applied Sciences, Masinde Muliro University of Science and Technology, P.O. BOX 190-50100, Kakamega, Kenya.ORCID https://orcid.org/0000-0002-0241-8799
Masinde Muliro University of Science and Technology · KEMeru University of Science and Technology · KETechnical University of Kenya · KE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWorld Health Organization recommend the use of malaria vaccine, Mosquirix, as a malaria prevention strategy. However, Mosquirix has failed to reduce the global burden of malaria because of its inefficacy. The Mosquirix vaccine's modest effectiveness against malaria, 36% among kids aged 5 to 17 months who need at least four doses, fails to aid malaria eradication. Therefore, highly effective and efficacious malaria vaccines are required. The well-characterized P. falciparum circumsporozoite surface protein can be used to discover adjuvants that can increase the efficacy of Mosquirix. Therefore, the study sought to undertake an in-silico discovery of Plasmodium falciparum circumsporozoite surface protein inhibitors with pharmacological properties on Mosquirix using hierarchical virtual screening and molecular dynamics simulation.

resultsMonoclonal antibody L9, an anti-Plasmodium falciparum circumsporozoite surface protein molecule, was used to identify Plasmodium falciparum circumsporozoite surface protein inhibitors with pharmacological properties on Mosquirix during a virtual screening process in ZINCPHARMER that yielded 23 hits. After drug-likeness and absorption, distribution, metabolism, excretion, and toxicity property analysis in the SwissADME web server, only 9 of the 23 hits satisfied the requirements. The 9 compounds were docked with Plasmodium falciparum circumsporozoite surface protein using the PyRx software to understand their interactions. ZINC25374360 (-8.1 kcal/mol), ZINC40144754 (-8.3 kcal/mol), and ZINC71996727 (-8.9 kcal/mol) bound strongly to Plasmodium falciparum circumsporozoite surface protein with binding affinities of less than -8.0 kcal/mol. The stability of these molecularly docked Plasmodium falciparum circumsporozoite surface protein-inhibitor complexes were assessed through molecular dynamics simulation using GROMACS 2022. ZINC25374360 and ZINC71996727 formed stable complexes with Plasmodium falciparum circumsporozoite surface protein. They were subjected to in vitro validation for their inhibitory potential. The IC

conclusionTherefore, the two Plasmodium falciparum circumsporozoite surface protein inhibitors can be used as vaccine adjuvants to increase the efficacy of the existing Mosquirix vaccine. Nevertheless, additional in vivo tests, structural optimization studies, and homogenization analysis are essential to determine the anti-plasmodial action of these adjuvants in humans.

Indexed as

Hierarchical virtual screeningIn-silicoMalariaMolecular dockingMolecular dynamics simulationMosquirix vaccineNatural compoundsVaccine adjuvant

Identifiers

PMID38032502
PMCPMC10689608
OpenAlexW4389179709

What OpenQuestion holds

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LicenceCC BY
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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.