Evidence map›Paper›PMID 42334676›Full record

ArticleJournal of computer-aided molecular design2026

Exploring the HNE-inhibitory potential of in silico selected Moringa oleifera defense proteins.

Izuddin Abdul Rahman, Norliza Abu Bakar, Belal Muhialdin, Aida Hamimi Ibrahim, Nazamid Saari, Anis Shobirin Meor Hussin

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Article in Journal of computer-aided molecular design, 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

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

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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

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0 citing papers in PubMed.

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4 · The record

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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

6 authors.

Izuddin Abdul RahmanEnzyme and Fermentation Technology Research Centre, Malaysian Agricultural Research and Development Institute, 43400, Serdang, Selangor, Malaysia.
Norliza Abu BakarAgrobiodiversity and Environment Research Centre, Malaysian Agricultural Research and Development Institute, 43400, Serdang, Selangor, Malaysia.
Belal MuhialdinNutrition and Food Science Department, California Polytechnic State University, Pomona, CA, 93407, USA.
Aida Hamimi IbrahimEnzyme and Fermentation Technology Research Centre, Malaysian Agricultural Research and Development Institute, 43400, Serdang, Selangor, Malaysia.
Nazamid SaariDepartment of Food Technology, Faculty of Food Science and Technology, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia.
Anis Shobirin Meor HussinDepartment of Food Technology, Faculty of Food Science and Technology, Universiti Putra Malaysia, 43400, Serdang, Selangor, Malaysia. shobirin@upm.edu.my.

Funding

Malaysia Toray Science Foundation 19/G73Universiti Putra Malaysia (Geran Putra) GP/2024/9792200
6 · The paper itself

Abstract

Human neutrophil elastase (HNE) is a primary therapeutic target for the treatment of severe inflammatory disorders. This study explores the HNE-inhibitory potential of peptides derived from Moringa oleifera 2S albumin and chitin-binding proteins, leveraging the inherent proteolytic stability of these defense-related scaffolds. Using a pipeline-assisted approach, mass spectrometry-based proteomics was combined with in silico proteolysis and molecular docking to guide the investigation. Enzyme kinetic studies established a competitive mode of inhibition, confirming the predicted binding mechanism. Initial virtual screenings utilized porcine pancreatic elastase as a structural surrogate, followed by rigorous docking simulations against the HNE catalytic site to evaluate clinical applicability. Molecular docking identified key residues at the protein-ligand interface that are likely responsible for stabilizing the complex across multiple subsites of the HNE pocket. Assays with chemically synthesized lead peptides corroborated the computational predictions, demonstrating notable HNE-inhibitory activity. These findings present an integrated computational-experimental workflow for the rapid identification of plant-derived inhibitors and offer promising, stable lead scaffolds for the development of scalable, next-generation anti-inflammatory agents.

Indexed as

Leukocyte ElastaseMoringa oleiferaPlant ProteinsAmino Acid SequenceAnimalsAnti-Inflammatory AgentsCatalytic DomainHumansMolecular Docking SimulationSwineAnti-Inflammatory AgentsELANE protein, humanLeukocyte ElastasePlant ProteinsAnti-inflammationMolecular dockingMoringa oleiferaNeutrophil elastaseProtease inhibitor

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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.