Evidence map›Paper›PMID 41634099›Full record

ArticleScientific reports2026

Mechanistic insights into modification of clay minerals by detergent-derived surfactants and their impact on petroleum hydrocarbon uptake.

Amirhossein Khalaj, Yadollah Bahramian, Alireza Bahramian, Behnam Sedaee

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

4 authors.

Amirhossein KhalajChemical Engineering Department, Institute of Petroleum Engineering, University of Tehran, Tehran, Iran.
Yadollah BahramianChemical Engineering Department, Institute of Petroleum Engineering, University of Tehran, Tehran, Iran.
Alireza BahramianChemical Engineering Department, Institute of Petroleum Engineering, University of Tehran, Tehran, Iran. abahram@ut.ac.ir.
Behnam SedaeeChemical Engineering Department, Institute of Petroleum Engineering, University of Tehran, Tehran, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding how surfactants interact with clay minerals is essential for controlling organoclay properties and improving hydrocarbon adsorption performance. However, distinguishing between surfactant adsorption on external surfaces and within interlayer galleries remains challenging using conventional techniques. In this study, we introduce a combined Washburn-immersion methodology that enables both quantification of total surfactant adsorption and localization of adsorbed species. Bentonite and kaolinite were modified using three commercial detergent formulations at concentrations below their experimentally determined critical micelle concentrations (CMC). The resulting changes in wettability, interlayer accessibility, and hydrocarbon uptake were systematically examined. For the first time, this study provides a quantitative framework to distinguish between external-surface adsorption and true interlayer incorporation of surfactants in clay minerals and directly links adsorption location to hydrocarbon uptake behavior. Bentonite exhibited significantly higher surfactant uptake (2.83-3.10 mg·g

Indexed as

Adsorption localizationBentonite and kaoliniteHydrocarbon uptakeOrganoclay formationSurfactant adsorptionWashburn–immersion methodology

Identifiers

PMID41634099
PMCPMC12921000

What OpenQuestion 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 OpenQuestion graph.