Evidence map›Paper›PMID 41739761›Full record

ArticlePloS one2026

A novel mRNA-based multiepitope vaccine candidate against Cryptosporidium hominis and Cryptosporidium parvum employing reverse-vaccinology and immunoinformatics approaches.

Ahmad Abdullah Mahdeen, Imam Hossain, Md Habib Ullah Masum, T M Fazla Rabbi, Sajedul Islam

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Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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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.

Ahmad Abdullah MahdeenDepartment of Microbiology, Notre Dame University Bangladesh (NDUB), Arambagh, Motijheel, Dhaka, Bangladesh.
Imam HossainDepartment of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh.ORCID https://orcid.org/0000-0003-2516-8689
Md Habib Ullah MasumDepartment of Genomics and Bioinformatics, Faculty of Biotechnology and Genetic Engineering, Chattogram Veterinary and Animal Sciences University (CVASU), Khulshi, Chattogram, Bangladesh.ORCID https://orcid.org/0000-0002-0055-1895
T M Fazla RabbiDepartment of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh.
Sajedul IslamDepartment of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe parasite Cryptosporidium spp. causes cryptosporidiosis, a diarrheal disease in humans and animals. This study describes the development of mRNA vaccine targeting antigens from C. hominis and C. parvum, important gut pathogens. This vaccine was designed with reverse vaccinology and immunoinformatics as no FDA-approved vaccine exists for cryptosporidiosis. MATERIALS AND

methodsInitially, a thorough literature review was conducted to identify five pathogenic proteins (aminopeptidase, heat shock protein, P23, serine protease, and sporozoite glycoproteins) associated with these two parasites. Next, a multiple sequence alignment was conducted, and the conserved sequences were used to design a novel multiepitope mRNA vaccine against these two parasites, combining the best CD8+, CD4+, and continuous B-cell epitopes. Additionally, structural prediction, docking, dynamics, and immune simulation, as well as cloning, were conducted.

resultThe vaccine demonstrated standard biophysical properties, indicating that the protein is soluble and stable. Both two-dimensional (substantial alpha helix, beta sheet, and coil structures) and three-dimensional structures (Ramachandran score of 83.1% and a Z score of -7.39) of the vaccine were standard. The docking energy for TLR-2 (-1151.9) and TLR-4 (-1028.3) exhibited significant interactions. Furthermore, MM-GBSA and dynamics simulation both verified their stability, compactness, and flexibility. Next, codon optimization for Escherichia coli expression yielded promising results, with the vaccine demonstrating substantial expression, as evidenced by a GC content of 46.97% and a CAI of 0.988. Afterwards, immune simulation demonstrated robust immune response amplification upon repeated exposures. In addition, the vaccine exhibited stability in its mRNA structures.

conclusionThis study developed an in-silico multiepitope novel mRNA vaccine candidate for C. hominis and C. parvum with excellent structural stability, antigenicity, receptor-binding affinity, and expected immune responses. These findings offer a novel approach due to numerous species target but with significant drawbacks like no validation beyond simulation, uncertainty of long-term immunity, protein quality, stability and safety, requiring experimental validation.

Identifiers

PMID41739761
PMCPMC12935263

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