ArticleScientific reports2025
Rational design and in silico characterization of a multiepitope mRNA vaccine candidate against human metapneumovirus (hMPV) using reverse vaccinology and immunoinformatics approaches.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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.
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.
Who cites it
4 citing papers in PubMed.
- A bivalent multi-epitope vaccine targeting CSP and TRAP of Plasmodium vivax designed through immunoinformatics and structural bioinformatics.BMC microbiology · 2026Article
- Ribosomal protein RPSA is a promising target for the prevention of Streptococcus suis serotype 2.Applied microbiology and biotechnology · 2026Article
- Mechanistic insights and emerging applications of human metapneumovirus (HMPV) treatment: From molecular design to translational immunity.Folia microbiologica · 2026Review
- Chimeric vaccine based on Iraqi HLA alleles against a predominant localFrontiers in immunology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Emerging groups/subgroups of hMPV, a respiratory pathogen, pose a public health concern. Despite its global prevalence and recent outbreaks, no vaccines or targeted therapies exist. Using an immunoinformatics approach, chimeric messenger RNA (mRNA) vaccines targeting the major structural proteins of hMPV, including the glycoprotein (G), fusion protein (F), small hydrophobic protein (SH), and matrix protein (M), was aimed to be developed. The target protein sequences, formatted in FASTA, were sourced from the NCBI Virus Resource, followed by redundancy removal using CD-Hit. Epitope prediction for B-cells, Cytotoxic T-cells (CTLs), and the Helper T-cells (HTLs) was conducted using ABCpred, IEDB’s ANNs 4.0, and artificial neural network-based alignment tool (NN-align 2.3)/ML-based tool (NetMHCII 2.3). Using immunoinformatics platforms, the construct’s physiochemical characteristics, structural modeling (secondary and tertiary), molecular docking (MD), normal mode analysis (NMA), and molecular dynamic simulation (MDS) with TLRs and MHCs were accomplished. The hMPVbeta1 vaccine construct was identified as the most promising candidate, demonstrating a nonallergenic profile and non-toxic properties, with a predicted antigenicity score (PAS) = 0.746 having 383 residues, a molecular weight of 39,633.71 Da, pI of 9.92, and favorable stability parameters (AI: 68.75, GRAVY: -0.260, I-i: 31.24). It exhibited high solubility (score: 0.784). The ProSA Z-score of − 8.38 confirmed the structural stability, reliability, and precision of the hMPVbeta1 3D model, comparable to experimental structures. Furthermore, 97.7% of all the residues located within favored or allowed regions in a crucial Ramachandran plot confirmed the model’s exceptional structural integrity and quality. TLR4-hMPV beta1 interaction involved n = 36 and n = 30 residues, respectively, establishing n = 08 salt bridges, n = 16 hydrogen bonds, and n = 214 nonbonded contacts across a 1610–1717 Ų interface, signifying robust, rigid docking stability. Docking evaluation of hMPVbeta1 with TLR2, MHC class I, and MHC class II exhibited robust polar and non-polar interactions, signifying strong binding stability. NMA and MDS of the docked complexes suggest their ability to enhance immune receptor activation under physiological conditions. Among the analyzed complexes, hMPVbeta1 was predicted to trigger a robust immune response with broad global population coverage. Based on the evaluated parameters, the vaccine constructs designed in this study exhibited significant potential as effective candidates against hMPV. This study lays the groundwork for developing an efficient hMPV vaccine, with further experimental validation needed to confirm the computational findings.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.