Neuraminidase and hemagglutinin serve as the crucial surface proteins of influenza viruses. Hemagglutinin, as a variable surface protein, is indispensable for vaccine development. Therefore, Neuraminidase must not be overlooked in the formulation of the recombinant vaccine prototype, which may serve as a candidate for designing a multi-epitope recombinant vaccine using immunoinformatics. Our study involves immunoinformatic screening and analysis to develop a recombinant multi-epitope vaccine prototype comprising immunodominant and conserved epitopes from influenza hemagglutinin and neuraminidase. Predicted B-cell and T-cell epitopes target a wide allele population. A 199-amino acid construct integrates MHCI and MHCII for both mouse and human hosts, connected by rigid and flexible linkers. Molecular docking findings suggest that this multi-epitope structure could activate TLR3, TLR7, and TLR8, thereby prompting protective immune responses. B-cell epitopes mediate adaptive immune responses by facilitating antigen recognition and memory formation Furthermore, the designed construct underwent in silico cloning of the vaccine prototype candidate in pET21a as a prokaryotic expression vector, followed by evaluation and exploration. It underwent characterization for physicochemical attributes, allergenicity, toxicity, and antigenicity. Validation through dynamic simulation confirms the stability of the construct. This pioneering immunoinformatic study proposes the potential of a recombinant protein vaccine prototype centered around neuraminidase and hemagglutinin immunodominant epitopes to elicit immune responses against a broad spectrum of viruses. Additionally, this vaccine prototype has been evaluated through both in silico and in vitro studies.
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http://dx.doi.org/10.1016/j.compbiolchem.2025.108411 | DOI Listing |
J Immunol
February 2025
Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China.
Several vaccines and immunization strategies, including inactivated vaccines, have proven effective in eliciting antibodies against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), providing an opportunity to characterize the antibody response. In this study, we investigated the monoclonal antibody responses elicited by wild-type SARS-CoV-2 inactivated vaccination compared to those elicited by natural infection and mRNA vaccination. The analysis showed that antibodies encoded by biased germline genes were shared between SARS-CoV-2 vaccinated and naturally infected individuals.
View Article and Find Full Text PDFComput Biol Chem
February 2025
Department of Hepatitis and AIDS, Pasteur Institute of Iran, Tehran, Iran.
Neuraminidase and hemagglutinin serve as the crucial surface proteins of influenza viruses. Hemagglutinin, as a variable surface protein, is indispensable for vaccine development. Therefore, Neuraminidase must not be overlooked in the formulation of the recombinant vaccine prototype, which may serve as a candidate for designing a multi-epitope recombinant vaccine using immunoinformatics.
View Article and Find Full Text PDFJ Med Internet Res
March 2025
Language Technology Lab, University of Cambridge, Cambridge, United Kingdom.
Background: Natural language processing (NLP) has the potential to promote public health. However, applying these technologies in African health systems faces challenges, including limited digital and computational resources to support the continent's diverse languages and needs.
Objective: This scoping review maps the evidence on NLP technologies for public health in Africa, addressing the following research questions: (1) What public health needs are being addressed by NLP technologies in Africa, and what unmet needs remain? (2) What factors influence the availability of public health NLP technologies across African countries and languages? (3) What stages of deployment have these technologies reached, and to what extent have they been integrated into health systems? (4) What measurable impact has these technologies had on public health outcomes, where such data are available? (5) What recommendations have been proposed to enhance the quality, cost, and accessibility of health-related NLP technologies in Africa?
Methods: This scoping review includes academic studies published between January 1, 2013, and October 3, 2024.
J Public Health (Oxf)
March 2025
Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria 3052, Australia.
Aim: To co-design strategies to improve school-based immunization service delivery for adolescents with disability in Victoria, Australia.
Subject And Methods: Co-design workshops with 15 stakeholders from six Victorian specialist schools. In two workshops, participants discussed findings from previous interviews (n = 32) and defined immunization challenges.
Front Immunol
March 2025
National Engineering Laboratory for AIDS Vaccine, School of Life Sciences, Jilin University, Changchun, China.
Introduction: Needle-free injection system (NFIS) is easy to operate and can decrease needle phobia. Besides, NFIS can increase the interaction of antigens in a more dispersed manner with immune cell at local injection site, which may improve the immune responses of mRNA vaccines. Although SARS-CoV-2 mRNA vaccines have great success, universal vaccines are urgently needed.
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