Evidence map›Paper›PMID 41896501›Full record

ArticleEnvironmental science and pollution research international2026

Functional synergistic effects of graphene nanoribbons and surfactant stabilizers on inhibition of growth of biofilm-forming and biofilm non-forming bacteria.

Iaroslav Rybkin, Olga Zakharova, Alexander Gusev, Ales Lapanje

Abstract read
In one paragraph

Article in Environmental science and pollution research international, 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.

Iaroslav RybkinJozef Stefan Institute, Department of Environmental Sciences, Ljubljana, 1000, Slovenia.
Olga ZakharovaResearch Institute for Environmental Science and Biotechnology, Derzhavin Tambov State University, Tambov, 392000, Russia.
Alexander GusevResearch Institute for Environmental Science and Biotechnology, Derzhavin Tambov State University, Tambov, 392000, Russia.
Ales LapanjeJozef Stefan Institute, Department of Environmental Sciences, Ljubljana, 1000, Slovenia. ales.lapanje@ijs.si.ORCID http://orcid.org/0000-0002-2603-0844

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, we investigated the antimicrobial properties of graphene nanoribbons (GNRs) synthesized via a bottom-up approach. Due to their tendency to aggregate in aqueous solutions, various surfactants were used as stabilizers. We examined the effects of GNRs in combination with commonly used surfactants-including the cationic CTAB, anionic TWEEN, and non-ionic TRITON-to evaluate their impact on GNR toxicity. A range of GNR-surfactant concentrations was tested against biofilm-forming (Escherichia coli MG1655 and Staphylococcus epidermidis DSM 20044) and non-biofilm-forming (E. coli TOP10 and S. epidermidis BH1) bacterial strains under short-term (acute) and long-term (continuous) exposure conditions. CTAB alone exhibited antibacterial effects, but a synergistic interaction between CTAB and GNRs was observed during continuous exposure, particularly against Gram-positive bacteria. The capability to form biofilms did not significantly contribute to bacterial resistance, except in E. coli MG1655, which survived at the highest concentrations of GNR-CTAB during short-term exposure. In contrast to GNR-CTAB, GNR-TWEEN, and GNR-TRITON suspensions showed no inhibitory effects on bacterial growth and, in some cases, even promoted bacterial growth. Microscopic analysis revealed bacterial cell aggregation exclusively in GNR-CTAB suspensions. These findings highlight the critical role of surfactant selection in modulating GNR toxicity and provide insights into optimizing GNRs as antibacterial agents or minimizing their environmental impact.

Indexed as

BiofilmsGraphiteNanotubes, CarbonSurface-Active AgentsAnti-Bacterial AgentsCetrimoniumDrug SynergismEscherichia coliMicrobial Sensitivity TestsStaphylococcus epidermidisAnti-Bacterial AgentsCetrimoniumGraphiteNanotubes, CarbonSurface-Active AgentsBactericidal activityBiofilmsGraphene nanoribbonsPathogenic bacteriaSurfactants

Identifiers

PMID41896501
PMCPMC13095989

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.