Evidence map›Paper›PMID 41516855›Full record

ArticlePolymers2025

Enhanced Adsorption of Metformin Using Cu and ZnO Nanoparticles Anchored on Carboxylated Graphene Oxide.

Abeer H Aljadaani, Amr A Yakout, Hany Abdel-Aal

Abstract read
In one paragraph

Article in Polymers, 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

3 authors.

Abeer H AljadaaniDepartment of Chemistry, College of Science, University of Jeddah, Jeddah 21589, Saudi Arabia.
Amr A YakoutDepartment of Chemistry, College of Science, University of Jeddah, Jeddah 21589, Saudi Arabia.ORCID 0000-0001-8944-6989
Hany Abdel-AalChemistry Department, Faculty of Science, Alexandria University, Alexandria 21636, Egypt.

Funding

University of Jeddah UJ-24-DR-1835-1
6 · The paper itself

Abstract

Pharmaceutical residues are increasingly emerging in global drinking water sources, posing serious ecological and public health challenges by altering the physicochemical balance of aquatic systems. Among available purification approaches, adsorption remains one of the most promising techniques due to its simplicity, cost-effectiveness, and efficiency. In this work, a ternary nanocomposite of Cu- and ZnO-decorated carboxylated graphene oxide (Cu/ZnO@CGO) was synthesized and utilized for highly efficient and ultrafast removal of the antidiabetic drug metformin from aqueous environments. The adsorption mechanism arises from a synergistic combination of surface complexation on Cu nanoparticles, cation-π and π-π electron donor-acceptor interactions with the CGO aromatic structure, and hydrogen bonding through the amino groups of metformin and the oxygen-rich functional moieties of ZnO and CGO. The nanocomposite was thoroughly characterized using FTIR, XPS, XRD, SEM, HRTEM, and TGA analyses, confirming its well-defined hybrid structure. Unlike conventional single-phase or binary systems, the Cu/ZnO@CGO nanocomposite demonstrated remarkable cooperative effects that enhanced its performance through the integration of metal-ligand coordination, π-π stacking, cation-π forces, and hydrogen bonding. These interactions contributed to an outstanding adsorption capacity of 232.56 mg·g

Indexed as

adsorptioncarboxylated graphene oxidecopper nanoparticlesmetforminpharmaceuticalsreusability

Identifiers

PMID41516855
PMCPMC12787610

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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 OpenQuestion graph.