Evidence map›Paper›PMID 41537113›Full record

ArticleRSC advances2026

Paraben adsorption on carbon-based 2D nanomaterials: molecular mechanisms and implications for environmental pollutant detection.

Deivasigamani Umadevi

Abstract read
In one paragraph

Article in RSC 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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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.

Deivasigamani UmadeviDepartment of Chemistry, Indian Institute of Technology Palakkad Palakkad-678623 Kerala India umadevi@iitpkd.ac.in mailumaa@gmail.com.ORCID https://orcid.org/0000-0001-9732-2556

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Parabens, widely used as a preservative in personal care products, have emerged as environmental micropollutants due to their persistence and endocrine disrupting potential. Insights into their interactions with nanomaterials are crucial for the rational design of effective adsorbents. In the current study, we investigated the adsorption behaviour of various paraben derivatives on carbon-based two-dimensional nanomaterials by employing a density functional theory approach. We evaluated the interactions of paraben and its alkyl derivatives with graphene and graphane, two representative carbon-based 2D nanomaterials. These substrates which differ significantly in their electronic structure and surface chemistry were used to examine the adsorption mechanisms. Our results reveal that while graphene exhibits stronger π-π interactions due to its delocalized electronic system, graphane, despite being a saturated hydrocarbon, also forms stable complexes. The strength of the binding increases as the size of the alkyl chain increases in the paraben derivatives, indicating the role of molecular size in adsorption enhancement. We also employed charge transfer calculations, topological analysis, energy decomposition analysis to further understand the nature of the interactions. This study offers molecular-level insight into paraben adsorption on nanomaterials and provides a theoretical basis for designing two-dimensional materials for selective detection and removal of organic pollutants.

Identifiers

PMID41537113
PMCPMC12797856

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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.