Evidence map›Paper›PMID 40774987›Full record

ArticleScientific reports2025

Application of chitosan/graphene and chitosan/graphene oxide composites for removal of Cu and Pb.

Abdel Salam El-Sheikh, Nabil S Abdelaziz, Khaled S Amin, Hanan Elhaes, Medhat A Ibrahim

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Design and implementation of Cs/GO/TiOScientific reports · 2026
    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

5 authors.

Abdel Salam El-SheikhRegional Center for Food and Feed RCFF, Giza, Egypt.
Nabil S AbdelazizPhysics Department, Faculty of Science, Mansoura University, Mansoura, 35516, Egypt.
Khaled S AminPhysics Department, Faculty of Science, Al-Azhar University, Cairo, Egypt.
Hanan ElhaesPhysics Department, Faculty of Women for Arts, Science and Education, Ain Shams University, Cairo, 11757, Egypt.
Medhat A IbrahimSpectroscopy Department, National Research Centre, 33 El-Bohouth St., Dokki, 12622, Giza, Egypt. medahmed6@yahoo.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Water pollution caused by heavy metals such as lead (Pb) and copper (Cu) represent a critical global challenge due to their toxicity and adverse impacts on both human health and the environment. Among several remediation methods, adsorption using polymer-based sorbents like chitosan (Cs) has emerged as a promising approach. In this study, chitosan interacted with graphene (Gr) and graphene oxide (GrO) to enhance its possible interaction with di-hydrated Pb and Cu. The electronic properties of Cs/Gr and Cs/GrO composites were studied using density functional theory (DFT) at the B3LYP/LANL2DZ level of theory. Physical parameters, including total dipole moment (TDM), HOMO-LUMO energy gap (∆E), and global reactivity descriptors, were calculated. Additionally, molecular electrostatic potential (MESP), density of states (DOS), and frontier molecular orbitals (FMO) were analyzed. The results demonstrated significant improvements in electronic properties, with increased total dipole moment (TDM) values (7.300 Debye for Cs/Gr and 6.311 Debye for Cs/GrO) and reduced ∆E (3.671 eV for Cs/Gr and 2.701 eV for Cs/GrO), indicating enhanced reactivity. Adsorption energies (Ea) for interactions with di-hydrated Pb and Cu were also evaluated, showing proper binding where Ea values of – 13.869 eV for Cs/Gr/di-hydrated Pb, – 13.689 eV for Cs/Gr/di-hydrated Cu, – 12.975 eV for Cs/GrO/di-hydrated Pb, and − 14.211 eV for Cs/GrO/di-hydrated Cu. Quantum Theory of Atoms in Molecules (QTAIM) analysis confirmed Ea findings. Cs/GrO composites were synthesized and FTIR spectra were measured and compared to computed vibrational frequencies. This study combines DFT and QTAIM to provide a comprehensive understanding of the selective adsorption behavior of Cs/Gr and Cs/GrO composites for di-hydrated Pb and Cu, supported by FTIR validation of the computational models.

Indexed as

And FTIRChitosanDFT: B3LYP/LANL2DZGrapheneGraphene oxide

Identifiers

PMID40774987
PMCPMC12332123

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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.