Evidence map›Paper›PMID 41465841›Full record

ArticleLife (Basel, Switzerland)2025

Molecular Docking Analysis of Heparin-Diclofenac Complexes: Insights into Enhanced Cox Enzyme Inhibition for Pain Management.

Manuel Ovidiu Amzoiu, Oana Taisescu, Emilia Amzoiu, Andrei Gresita, Georgeta Sofia Popescu, Gabriela Rău, Maria Viorica Ciocîlteu, Costel Valentin Manda

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Manuel Ovidiu AmzoiuFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Oana TaisescuFaculty of Medicine, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Emilia AmzoiuFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Andrei GresitaFaculty of Medicine, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Georgeta Sofia PopescuFaculty of Food Eng, University of Life Science "King Michael" from Timisoara, 300645 Timisoara, Romania.
Gabriela RăuFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Maria Viorica CiocîlteuFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Costel Valentin MandaFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.ORCID 0000-0002-4261-1497

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study was to investigate the molecular interactions of heparin, diclofenac, and their supramolecular complexes with cyclooxygenase enzymes (COX-1 and COX-2) using computational docking techniques. Diclofenac is a widely used nonsteroidal anti-inflammatory drug (NSAID) that inhibits COX isoforms, whereas heparin is a polyanionic glycosaminoglycan with established anticoagulant and emerging anti-inflammatory properties. Supramolecular association between these agents may modulate their physicochemical behavior and target engagement. Molecular modeling, dual-drug docking, and molecular dynamics (MD) simulations were employed to characterize the interactions of heparin, diclofenac, and pre-formed heparin-diclofenac complexes with COX-1 and COX-2. Geometry optimization and lipophilicity (logP) estimates were obtained using HyperChem, while protein-ligand docking was performed in HEX using crystallographic COX structures from the Protein Data Bank. Docking poses were analyzed in Chimera, and selected complexes were refined through short MD simulations. Pre-formed heparin-diclofenac assemblies exhibited markedly enhanced docking scores toward both COX isoforms compared with single ligands. Binding orientation strongly influenced affinity: for COX-1, the heparin-diclofenac configuration yielded the most favorable interaction, whereas for COX-2 the diclofenac-heparin configuration was preferred. Both assemblies adopted binding modes distinct from free diclofenac, suggesting cooperative electrostatic and hydrophobic contacts at the enzyme surface. Supramolecular complexation also altered calculated logP values relative to the individual compounds. MD simulations supported the relative stability of the top-ranked complex-COX assemblies. These findings indicate that heparin-diclofenac assemblies may enhance and reorganize predicted COX interactions in a configuration-dependent manner and illustrate the utility of dual-drug docking for modeling potential synergistic effects. Such insights may inform the design of localized or topical formulations, potentially incorporating non-anticoagulant heparin derivatives, to achieve effective COX inhibition with reduced systemic exposure. However, the results rely on simplified heparin fragments, legacy docking tools, and short MD simulations, and should therefore be interpreted qualitatively. Experimental studies will be essential to confirm whether such supramolecular assemblies form under physiological conditions and whether they influence COX inhibition in vivo.

Indexed as

COX-1COX-2diclofenacdual-drug dockingheparinlipophilicitymolecular dockingmolecular dynamicssupramolecular complexes

Identifiers

PMID41465841
PMCPMC12734184

What Socratic holds

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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 Socratic graph.