Evidence map›Paper›PMID 41963379›Full record

ArticleScientific reports2026

First-principles investigation of aspirin, paracetamol, and ibuprofen adsorption on triquinoxalinylene and benzoquinone-based covalent organic framework.

Sami Bawazeer

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

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

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

1 author.

Sami BawazeerDepartment of Pharmaceutical Sciences, Faculty of Pharmacy, Umm Al-Qura University, Makkah, Saudi Arabia. sbawazeer@uqu.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pharmaceutical contaminants such as aspirin (ASP), paracetamol (PAR), and ibuprofen (IBU) present increasing risks to environmental and human health, necessitating efficient detection and removal strategies. In this study, we performed a comprehensive first-principles investigation of their adsorption on a triquinoxalinylene and benzoquinone-based covalent organic framework (TQBQ-COF). The geometries were optimized and the adsorption complexes were characterized using density functional theory. The results reveal that all three drug molecules are effectively accommodated within the electron-rich central cavity of the COF, forming stable host-guest assemblies through van der Waals interactions while preserving the structural integrity of the framework. Frontier molecular orbital and global reactivity analyses indicate that drug adsorption, particularly for IBU, significantly reduces the HOMO-LUMO gap and chemical hardness, enhancing electronic sensitivity, reactivity, and charge-transfer capability. Electron density difference and non-covalent interaction analyses confirm directional electron flow from the drugs to the COF and identify stabilizing interactions governing adsorption. Simulated UV-Vis spectra show pronounced red-shifts upon drug adsorption, with the IBU@TQBQ-COF complex exhibiting the largest effect. Thermodynamic analyses further confirm spontaneous, exothermic adsorption dominated by enthalpy contributions. Collectively, these findings highlight TQBQ-COF as a highly sensitive and robust platform for drug detection and removal in aqueous and biologically relevant environments.

Indexed as

AcetaminophenAspirinBenzoquinonesIbuprofenAdsorptionAcetaminophenAspirinBenzoquinonesIbuprofenquinoneDrug adsorptionFirst-principlesRemovalTQBQ-COF

Identifiers

PMID41963379
PMCPMC13201824

What Socratic holds

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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.