Evidence map›Paper›PMID 41724768›Full record

ArticleScientific reports2026

Immunoinformatics based designing of a broad-spectrum multi-epitope vaccine against co-infection of human metapneumovirus, respiratory syncytial virus, and influenza A virus.

Lu Li, Yong Chen, Shaoyong Wu, Chunyan Wu, Junhong Xie, Abdullah Shah, Xin Xie, Junyin Tan, Yudie Qin, Yuanlei Zeng and 3 more

Abstract read
In one paragraph

Article in Scientific reports, 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

13 authors.

Lu Li *Guangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Yong Chen *Department of Medical Laboratory, Affiliated Cancer Hospital of Chengdu Medical College, Chengdu Seventh People's Hospital, Chengdu, 610231, China.
Shaoyong Wu *Department of Anesthesiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat- sen University Cancer Center, Guangzhou, 510000, China.
Chunyan WuGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Junhong XieGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Abdullah ShahDepartment of Biochemistry, University of Veterinary and Animal sciences Swat (UVAS-Swat), Swat, 01923, Pakistan.
Xin XieGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Junyin TanGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Yudie QinGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Yuanlei ZengGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China.
Amin Ullah JanDepartment of Biotechnology, Shaheed Benazir Bhutto University Sheringal Dir Upper, Sheringal, 18300, Pakistan. aminjan@sbbu.edu.pk.
Tianci YangInstitute of Infectious Disease, School of Medicine, Xiamen University, Xiamen, 361102, China. yangtianci@xmu.edu.cn.
Sadeeq UllahGuangdong Provincial Key Laboratory of Medical Immunology and Molecular Diagnostics, The First Dongguan Affiliated Hospital, School of Medical Technology, Guangdong Medical University, Dongguan, 523808, China. anjum_sadiq@yahoo.com.

Funding

National Natural Science Foundation of China No. 32300048
6 · The paper itself

Abstract

Co-infections involving human metapneumovirus (hMPV), respiratory syncytial virus (RSV), and influenza A virus (IAV) often exacerbate disease severity in vulnerable populations. Here, we employed a structure-based immunoinformatics approach to design a multi-epitope subunit vaccine targeting these pathogens. The construct incorporated two epitopes each for cytotoxic T lymphocytes (CTLs), helper T lymphocytes (HTLs), and B cells, derived from the fusion proteins of hMPV and RSV, as well as the neuraminidase protein of IAV. These epitopes were linked with an adjuvant and optimized spacers to enhance immunogenicity and structural stability. Structural modeling confirmed correct folding, and molecular docking predicted a stable interaction with Toll-Like Receptor 4 (TLR4) − 277.43 kcal/mol. Molecular dynamics simulations indicated a compact and stable complex with restricted conformational motions, while MM/GBSA analysis yielded a favorable binding free energy (–121.72 kcal/mol) dominated by electrostatic and van der Waals interactions. Immune simulations predicted strong humoral and cellular responses, including high antibody titers, IFN-γ and IL-2 production, and durable memory formation. Codon optimization achieved a codon adaptation index (CAI) of 0.98 and a GC content of 51.24%, suggesting efficient expression in Escherichia coli. These findings highlight the construct as a structurally stable, immunogenic, and expression-ready vaccine candidate, warranting experimental validation against hMPV, RSV, and IAV.

Indexed as

CoinfectionEpitopesInfluenza A virusInfluenza, HumanMetapneumovirusParamyxoviridae InfectionsRespiratory Syncytial Virus InfectionsViral VaccinesHumansImmunoinformaticsMolecular Docking SimulationMolecular Dynamics SimulationProtein Subunit VaccinesRespiratory Syncytial VirusesEpitopesProtein Subunit VaccinesViral VaccinesCo-infectionHuman metapneumovirusInfluenza A virusRespiratory syncytial virusVaccine

Identifiers

PMID41724768
PMCPMC13031529

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.