Evidence map›Paper›PMID 41507294›Full record

ArticleScientific reports2026

Coarse-grained molecular dynamics simulation of gallic acid delivery using span60-based niosomes.

Shiva Najafian, Farah Marsusi, Kavoos Mirabbaszadeh

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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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

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

3 authors.

Shiva NajafianDepartment of Physics and Energy Engineering, Amirkabir University of Technology, PO Box 159163-4311, Tehran, Iran.
Farah MarsusiDepartment of Physics and Energy Engineering, Amirkabir University of Technology, PO Box 159163-4311, Tehran, Iran. marsusi@aut.ac.ir.
Kavoos MirabbaszadehDepartment of Physics and Energy Engineering, Amirkabir University of Technology, PO Box 159163-4311, Tehran, Iran. mirabbas@aut.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We have previously parameterized a coarse-grained representation of span60 for use with the Martini 3 force field and employed it to simulate niosome bilayers. In this study, we extend this simulation framework to investigate the formation and dynamics of three-dimensional niosomes under varying cholesterol concentrations. Specifically, we focus on niosomes loaded with gallic acid (GA) for practical applications. We explore how GA influences the structural parameters of niosomes, including density, radius of gyration (Rg), thickness, and area per lipid (APL). These parameters are essential for evaluating niosome formation, stability, and phase transition temperature. Additionally, we report the distribution of GA molecules inside the niosome, along with the potential of mean force (PMF) profiles for transferring a GA molecule from the niosome core through the bilayer.

Indexed as

CholesterolCoarse-grained molecular dynamics simulationDrug deliveryGallic acidLateral diffusionMartini force fieldNiosomePhase transitionSpan60

Identifiers

PMID41507294
PMCPMC12868811

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.