Evidence map›Paper›PMID 41859109›Full record

ArticleFrontiers in immunology2026

Immunoreactivity of pan MHC-I epitopes on Crimean-Congo hemorrhagic fever virus glycoprotein C-terminal.

Dongbo Jiang, Yongkai Wang, Haobo Kang, Zhenchi Fang, Jianchang Li, Zilu Ma, Yubo Sun, Yanbo Wang, Zhihe Fu, Yulin Yang and 9 more

Abstract read
In one paragraph

Article in Frontiers in immunology, 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

19 authors.

Dongbo Jiang *Department of Microbiology, Basic Medicine School, Air-Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yongkai Wang *Department of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Haobo Kang *Department of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Zhenchi Fang *Department of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Jianchang LiDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Zilu MaDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yubo SunDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yanbo WangDepartment of Microbiology, Basic Medicine School, Air-Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Zhihe FuDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yulin YangDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Enqi GuanDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yuanjie SunDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Shuya YangDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Chunmei ZhangDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yusi ZhangDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Yun ZhangDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Baozeng SunYingtan Detachment, Jiangxi Corps, Chinese People's Armed Police, Yingtan, China.
Kun YangDepartment of Immunology, The Key Laboratory of Bio-hazard Damage and Prevention Medicine, Basic Medicine School, Air Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.
Linfeng ChengDepartment of Microbiology, Basic Medicine School, Air-Force Medical University (the Fourth Military Medical University), Xi'an, Shaanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Crimean-Congo hemorrhagic fever virus (CCHFV) is a tick-borne pathogen causing severe hemorrhagic disease with high mortality. The viral glycoprotein Gc mediates membrane fusion and represents a key target of CD8⁺ T-cell responses. However, systematic identification and comprehensive evaluation of pan-MHC-I-restricted Gc epitopes remain limited. Methods: An integrated immunoinformatics workflow incorporating five prediction algorithms (IEDB, NetMHCpan4.1, SMMPMBEC, SYFPEITHI, and Rankpep) was applied to identify high-affinity 9-mer epitopes from the CCHFV Gc protein restricted by human HLA-I and murine H2 alleles. Immunogenicity, conservation, toxicity, and allergenicity were assessed using established computational tools. Peptide-MHC interactions were further examined by molecular docking and molecular dynamics simulations. Selected epitopes were experimentally validated by ELISpot assays in BALB/c and SJL mice immunized with a Gc-based DNA vaccine. Results: Ninety-four human HLA-I and thirty-seven murine H2-restricted dominant epitopes were predicted. Among these, 21 epitopes exhibited high binding affinity, favorable immunogenicity, and broad conservation across viral strains. Most candidates showed low predicted toxicity and allergenicity. Structural analyses supported stable peptide-MHC interactions. ELISpot assays confirmed that several epitopes, including APFILLILF and FVKWKVEYI, elicited significant IL-2 responses, indicating functional T-cell activation. Conclusion: This study provides a systematic framework for identifying conserved and immunogenic pan-MHC-I-restricted epitopes within the CCHFV Gc protein. The validated candidates may support the rational design of multi-epitope vaccines and contribute to understanding cellular immune responses against CCHFV.

Indexed as

Epitopes, T-LymphocyteGlycoproteinsHemorrhagic Fever, CrimeanHemorrhagic Fever Virus, Crimean-CongoHistocompatibility Antigens Class IAnimalsEpitope MappingHumansImmunoinformaticsMiceMice, Inbred BALB CMolecular Docking SimulationMolecular Dynamics SimulationProtein Subunit VaccinesVaccines, DNAViral VaccinesEpitopes, T-LymphocyteGlycoproteinsHistocompatibility Antigens Class IProtein Subunit VaccinesVaccines, DNAViral VaccinesCrimean-Congo hemorrhagic fever virus (CCHFV)Gc proteinsimmunoreactivityin silico analysisMHC-I restrictionpan-MHC-I epitope

Identifiers

PMID41859109
PMCPMC12996153

What OpenQuestion 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 OpenQuestion graph.