Evidence map›Paper›PMID 42426630›Full record

ArticleBMC microbiology2026

A bivalent multi-epitope vaccine targeting CSP and TRAP of Plasmodium vivax designed through immunoinformatics and structural bioinformatics.

Muharib Alruwaili, Intisar Alruwaili, Bayan Fallatah, Muhammad Umer Khan, Hasan Ejaz

Abstract read
PubMed Publisher
In one paragraph

Article in BMC microbiology, 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.

Muharib AlruwailiDepartment of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, 72388, Saudi Arabia. mfalrwaili@ju.edu.sa.
Intisar AlruwailiDepartment of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, 72388, Saudi Arabia.
Bayan FallatahDepartment of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, 72388, Saudi Arabia.
Muhammad Umer KhanInstitute of Molecular Biology and Biotechnology, The University of Lahore, Lahore, Pakistan. muhammad.umer4@mlt.uol.edu.pk.
Hasan EjazDepartment of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University, Sakaka, 72388, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Malaria associated with Plasmodium vivax is still one of the main public health concerns due to relapse-associated infections. Moreover, the absence of a broadly effective licensed vaccine makes the situation more alarming. In this scenario, epitope-based vaccine design helps to improve safety, immunogenicity, and population coverage. The integrated workflow of immune informatics and structural bioinformatics was used to establish a bivalent multi-epitope vaccine that targets pre-erythrocytic antigens, circumsporozoite protein (CSP), and thrombospondin-related adhesive protein (TRAP). Antigenicity, allergenicity, toxicity, and transmembrane topology were evaluated before epitope prediction. B-cell, MHC class I, and MHC class II epitopes were identified, screened, and their antigenic origins were suggested. The vaccine construct was assembled by using linkers and an adjuvant. Population coverage analysis, physicochemical characterization, three-dimensional structure prediction, refinement, and validation help to strengthen the goal. Molecular docking with Toll-like receptors (TLR2 and TLR4), immune response simulation, codon optimization, and in silico cloning were performed. The final construct was predicted to be antigenic, non-allergenic, nontoxic, and structurally stable, with broad global population coverage (98.8%). Docking analyses predicted potentially stable interactions with both TLR2 and TLR4. Immune simulation suggested coordinated innate and adaptive immune activation. The feasibility of expressing a protein was predicted using codon optimization and cloning analysis studies. The current study suggests a rationally engineered multi-epitope bivalent vaccine candidate against P. vivax, providing a base for future experimental validation.

Indexed as

EpitopesMalaria VaccinesMalaria, VivaxPlasmodium vivaxProtozoan ProteinsAntigens, ProtozoanComputational BiologyEpitopes, B-LymphocyteEpitopes, T-LymphocyteHumansImmunoinformaticsMolecular Docking SimulationProtein Subunit VaccinesToll-Like Receptor 2Toll-Like Receptor 4Antigens, Protozoancircumsporozoite protein, ProtozoanEpitopesEpitopes, B-LymphocyteEpitopes, T-LymphocyteMalaria VaccinesProtein Subunit VaccinesProtozoan Proteinsthrombospondin-related adhesive protein, protozoanToll-Like Receptor 2Toll-Like Receptor 4ImmunoinformaticsMolecular docking, Molecular simulationMulti-epitope vaccinePlasmodium vivax

Identifiers

What OpenQuestion holds

Textmetadata
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.