Evidence map›Paper›PMID 42514174›Full record

ArticleLife (Basel, Switzerland)2026

Computational Insights into the Molecular Synergy of Paracetamol and Codeine.

Manuel-Ovidiu Amzoiu, Georgeta Sofia Popescu, Denisa Constantina Amzoiu, Maria Viorica Ciocîlteu, Gabriela Rau, Costel Valentin Manda, Andrei Gresita, Oana Taisescu

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 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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0cells of the map it votes in
0citing papers 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.
Georgeta Sofia PopescuFaculty of Food Eng, University of Life Science "King Michael" from Timisoara, 300645 Timisoara, Romania.
Denisa Constantina AmzoiuFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.ORCID 0009-0009-1659-0942
Maria Viorica CiocîlteuFaculty of Pharmacy, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Gabriela RauFaculty 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
Andrei GresitaDepartment of Physiology, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.
Oana TaisescuDepartment of Anatomy, Faculty of Medicine, University of Medicine and Pharmacy of Craiova, 200638 Craiova, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Combination analgesic therapy is commonly used to improve pain control, yet conventional molecular docking approaches typically evaluate individual ligands and provide limited insight into potential intermolecular associations between co-administered drugs. In this study, paracetamol, codeine, and their proposed 1:1 and 2:1 non-covalent assemblies were investigated using lipophilicity analysis, molecular docking, short molecular dynamics relaxation, electrostatic potential surface mapping, and HOMO-LUMO analysis. Docking simulations were performed against cyclooxygenase-1 (COX-1), cyclooxygenase-2 (COX-2), and the μ-opioid receptor (MOR). The proposed assemblies produced docking scores that differed from those of the individual compounds, with the most pronounced differences observed for the cyclooxygenase targets. The 2:1 assemblies generally exhibited the most favorable docking scores, whereas the predicted interaction profiles at MOR appeared to be more dependent on molecular orientation. Molecular dynamics relaxation and electronic structure analyses further revealed differences in the energetic and electronic characteristics of the investigated configurations. These findings support the theoretical feasibility of distinct interaction patterns among the proposed paracetamol-codeine assemblies within the applied computational framework. However, the reported docking scores represent relative computational values rather than experimentally validated binding affinities, and the short-timescale molecular dynamics simulations provide only preliminary information regarding conformational stability. Furthermore, the existence and biological relevance of the proposed assemblies under physiological conditions remain to be established. This study provides a computational basis for future investigations of intermolecular associations in multicomponent drug systems.

Indexed as

codeineCOX-1COX-2drug interactionmolecular dockingparacetamolsynergismμ-opioid receptor

Identifiers

PMID42514174
PMCPMC13413103

What Socratic holds

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Registered trials

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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.