Evidence map›Paper›PMID 40108266›Full record

ArticleScientific reports2025

Graphene and its modifications for enhanced adhesion in dental restoratives: a molecular docking and dynamics study.

Mohammad Ali Saghiri, Ravinder S Saini, Mohamed Saheer Kuruniyan, Seyed Ali Mosaddad, Artak Heboyan

Abstract read
In one paragraph

Article in Scientific reports, 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

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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

1 citing paper in PubMed.

  1. Review
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

5 authors.

Mohammad Ali SaghiriDepartment of Restorative Dentistry, Director of Biomaterial and Prosthodontic Laboratory, Rutgers School of Dental Medicine, Newark, NJ, USA.
Ravinder S SainiDepartment of Dental Health Sciences COAMS, King Khalid University, Abha, Saudi Arabia.
Mohamed Saheer KuruniyanDepartment of Dental Technology, COAMS, King Khalid University, Abha, Saudi Arabia.
Seyed Ali MosaddadDepartment of Research Analytics, Saveetha Institute of Medical and Technical Sciences, Saveetha Dental College and Hospitals, Saveetha University, Chennai, India. Mosaddad.sa@gmail.com.
Artak HeboyanDepartment of Prosthodontics, Faculty of Stomatology, Yerevan State Medical University after Mkhitar Heratsi, Str. Koryun 2, Yerevan, 0025, Armenia. heboyan.artak@gmail.com.

Funding

Deanship of Scientific Research, King Khalid University RGP2/475/45
6 · The paper itself

Abstract

Graphene has attracted significant attention in dentistry due to its structural and adhesive properties, enhancing the mechanical performance of dental composites. This study investigates the behavior and interaction of monomers and graphene-based adhesives using molecular docking and molecular dynamics (MD) simulations. Binding energies and interactions between monomers and graphene derivatives were assessed using molecular docking, while MD simulations with the Forcite module and COMPASS II force field provided insights into the mechanical properties of the composites. The simulations involved energy minimization, NVT/NPT ensembles, and equilibration for 50 ns. The binding energies of the monomer-graphene complexes ranged from - 16.27 to -18.55 kcal/mol, with the Bis-GMA-Graphene Quantum Dot complex showing the most stable interaction. Mechanical properties such as Young's modulus, shear modulus, and flexural strength were calculated for selected complexes: Bis-GMA-Graphene Quantum Dot (14.74 GPa, 9.32 GPa, 120.51 MPa), EBPADMA-Graphene Quantum Dot (14.28 GPa, 9.13 GPa, 118.22 MPa), HEMA-Nitrogen-doped Graphene (9.85 GPa, 6.86 GPa, 95.7 MPa), TEGDMA-Graphene Oxide (11.96 GPa, 8.12 GPa, 110.23 MPa), and UDMA-CCOOH Functionalized Graphene (13.82 GPa, 8.43 GPa, 115.4 MPa). The Bis-GMA-Graphene Quantum Dot complex showed the highest stability with 20 hydrogen bonds. These results highlight graphene quantum dots and functionalized graphene derivatives as promising candidates for high-performance dental composites, offering strong adhesive properties and improved mechanical strength. Future research may focus on further optimizing these interactions and exploring additional graphene modifications.

Indexed as

Composite ResinsGraphiteMolecular Docking SimulationBisphenol A-Glycidyl MethacrylateElastic ModulusMolecular Dynamics SimulationQuantum DotsBisphenol A-Glycidyl MethacrylateComposite ResinsGraphiteDental compositesGraphene-based dental adhesivesMechanical propertiesMolecular dockingMolecular dynamics simulationsMonomers

Identifiers

PMID40108266
PMCPMC11923170

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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 OpenQuestion graph.