Evidence map›Paper›PMID 42312019›Full record

ArticleNanoscale advances2026

Metal-decorated graphdiyne nanocarriers for favipiravir delivery: a DFT investigation.

Mohamed M Aboelnga, Rana G Elbayaa, Elsayed Elbayoumy, Marco Garavelli, Mohsen El-Tahawy

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Article in Nanoscale advances, 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

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Mohamed M AboelngaChemistry Department, Faculty of Science, Damietta University New Damietta 34517 Egypt mohamed-aboelnga@du.edu.eg ranaelbayaa@students.du.edu.eg sayedelbayoumy@du.edu.eg.ORCID https://orcid.org/0000-0002-3283-5884
Rana G ElbayaaChemistry Department, Faculty of Science, Damietta University New Damietta 34517 Egypt mohamed-aboelnga@du.edu.eg ranaelbayaa@students.du.edu.eg sayedelbayoumy@du.edu.eg.
Elsayed ElbayoumyChemistry Department, Faculty of Science, Damietta University New Damietta 34517 Egypt mohamed-aboelnga@du.edu.eg ranaelbayaa@students.du.edu.eg sayedelbayoumy@du.edu.eg.ORCID https://orcid.org/0000-0003-2634-8462
Marco GaravelliDipartimento di Chimica Industriale "Toso Montanari" Via Piero Gobetti 85, University of Bologna Italy marco.garavelli@unibo.it.ORCID https://orcid.org/0000-0002-0796-289X
Mohsen El-TahawyChemistry Department, Faculty of Science, Damanhur University 22511 Damanhur Egypt mohsen.eltahawy@sci.dmu.edu.eg.ORCID https://orcid.org/0000-0002-9561-9521

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Favipiravir (FAV) is a broad-spectrum antiviral drug whose therapeutic efficacy is limited by poor bioavailability, motivating the development of nanoscale delivery platforms. Herein, density functional theory (DFT) calculations are employed to systematically investigate the adsorption behavior of FAV on pristine and transition-metal-decorated graphdiyne (GDY) nanosheets. Ni, Cu, and Ti modifiers are introduced to tune interfacial interactions at the atomic scale. Calculations at the B3LYP/6-31G(d) level, in both gas and implicit solvent environments, reveal that pristine GDY enables moderate, reversible physisorption (-0.26 eV; 2.45 Å), suitable for controlled release. In contrast, metal decoration significantly strengthens adsorption, with FAV(N/O)-GDY-Ni, -Cu, and -Ti exhibiting binding energies of -4.41, -3.96, and -5.79 eV, respectively, alongside reduced interaction distances. Electronic structure analyses (FMO, DOS, NBO, and RDG-NCI) confirm enhanced charge transfer and interaction localization upon metal incorporation, supported by thermodynamic favorability. These findings highlight metal-decorated GDY as a tunable nanoplatform for improving drug loading and stability, offering a computational framework for guiding future experimental work.

Identifiers

PMID42312019
PMCPMC13271137

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