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S. E. Prince

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Open access Jul 2026

Computational design of immunogenic peptide–ligand conjugates for targeted therapy against Nipah virus infection

Introduction Nipah virus (NiV) poses a major risk to global public health due to its high infectivity and associated mortality rates. Currently, no licensed vaccines or antiviral medications are available for NiV infection, leaving clinical management limited to supportive care. The viral receptor glycoprotein responsible for binding NiV to host cell receptors (ephrin-B2/B3) represents an ideal therapeutic target. This study proposes a novel peptide-ligand conjugate (PLC) immunotherapeutic approach that exploits pre-existing immune responses in NiV-endemic populations to selectively target and eliminate infected cells. Methods We employed biomolecular modeling (in silico) to establish binding affinities and perform docking studies using a compound library obtained from the MolProphet database. A non-cleavable oxime linker was selected to enhance physical stability and ensure robust conjugation between ligand and peptide components. The peptide was engineered to contain immunogenic minimal epitope regions derived from measles, mumps, and rubella vaccines, selected based on their high immunization rates and long-lived memory responses in individuals residing in NiV-endemic areas. Results The PLC design demonstrated selective binding capacity to a transmembrane protein present on NiV-infected cells. The oxime linker provided enhanced stability, and the peptide epitope design successfully incorporated regions associated with established long-term immunity. Discussion This PLC system represents a promising framework for antiviral therapeutic development by harnessing pre-existing immune recognition to promote selective clearance of NiV-infected cells. The findings highlight critical structural components and functional roles of PLCs in therapeutic development, including drug target screening and rational design strategies for enhancing targeting specificity and molecular stability. Future work should focus on experimental validation of the computational predictions and in vitro/in vivo efficacy studies.

Sudipta Jena, Prateek Nayak, M. A. Adithyan et al. · 0 citations
Review Open access Aug 2026

Sesamum indicum-derived valdiate as a novel neuroprotective agent targeting PDE10A2 and SIRT1 in Huntington’s disease

Background Huntington’s disease is prevalent globally, with approximately 4.88 cases per 100,000 people, based on a systematic review and meta-analysis of 33 studies published between 2010 and 2022. Despite its significant prevalence, no proper treatment is available that directly addresses Huntington’s disease. The existing treatments focus on symptom management, such as controlling chorea and psychiatric symptoms. The drugs used for this purpose may also cause side effects, including depression and Parkinson’s disease. Methods An integrated experimental and computational approach was employed, involving cold maceration extraction of Sesamum indicum, LC-MS/MS based phytochemical profiling, ADMET screening, molecular docking, molecular dynamics simulations, and MMBPSA binding free energy analysis to identify potential inhibitors of Huntington’s diseases associated targets. Results Among the LC-MS/MS identified compounds, eight compounds satisfied the ADMET criteria. Valdiate (PubChem CID: 129715809) demonstrated favourable multi-target binding with docking score of −7.3 kcal/mol against HDAC4 and -8.9 kcal/mol against HDAC7. Molecular dynamics simulations confirmed stable protein-ligand interactions, while MMPBSA analysis yielded binding free energies of −23.22 ± 2.45 kcal/mol (HDAC4) and −28.27 ± 2.28 kcal/mol (HDAC7), identifying Valdiate as the most promising potential inhibitor. Conclusion Valdiate may serve as a potential inhibitor of mutant huntingtin-associated pathological pathways, pending further in-vitro and in-vivo validation.

Mukul Shyam, M. D. Wafi Ismail, Deepak Sharma et al. · 0 citations

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