Evidence map›Paper›PMID 39905881›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Substrate-Tight Graphene Transmembrane-nanofluidic Devices.

Xiaofang Kang, Buhang Chen, Erik P van Geest, Wangyang Fu, Jianwei Gao, Luzhao Sun, Zhongfan Liu, Grégory F Schneider

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 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

8 authors.

Xiaofang KangLeiden Institute of Chemistry, Leiden University, Einsteinweg 55, Leiden, 2333CC, The Netherlands.
Buhang ChenTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, 100095, P. R. China.
Erik P van GeestLeiden Institute of Chemistry, Leiden University, Einsteinweg 55, Leiden, 2333CC, The Netherlands.
Wangyang FuKey Laboratory of Advanced Materials of Ministry of Education, School of Materials Science and Engineering, Tsinghua University, Shaw Technical Science Building, Haidian District, Beijing, 100084, P. R. China.
Jianwei GaoLeiden Institute of Chemistry, Leiden University, Einsteinweg 55, Leiden, 2333CC, The Netherlands.
Luzhao SunTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, 100095, P. R. China.
Zhongfan LiuTechnology Innovation Center of Graphene Metrology and Standardization for State Market Regulation, Beijing Graphene Institute, Beijing, 100095, P. R. China.
Grégory F SchneiderLeiden Institute of Chemistry, Leiden University, Einsteinweg 55, Leiden, 2333CC, The Netherlands.ORCID https://orcid.org/0000-0002-3156-4525

Funding

China Scholarship Council 202107720043FP7 Ideas: European Research Council 335879Nederlandse Organisatie voor Wetenschappelijk Onderzoek VIDI723.013.007
6 · The paper itself

Abstract

Nanopores in 2D membranes like graphene have great potential for applications such as single-molecule sensing, ion sieving, and harvesting osmotic power. A critical challenge, however, has been to ensure the stability of these nanofluidic transmembrane devices, as the ultrathin graphene membranes tend to delaminate and peel away from their substrates when exposed to aqueous solutions. In this study, it is shown that using a pyrene-based coating prevents delamination and allows graphene to remain freestanding over a SiN aperture for several days in an electrolyte. The pyrene molecules interact strongly with the graphene through π-π bonding, adhering the graphene to the substrate. Additionally, the pyrene-based adhesion layer remarkably increases the success rates of the graphene transmembrane devices from 4% to 76.2%. The results underscore the importance of using adhesion layers to enhance the stability of graphene in nanofluidic devices and prolong their operational lifespan. It enables the development of more robust graphene-based nanofluidic devices for a wide range of applications necessitating free-standing graphene.

Indexed as

adhesiongrapheneion transportpyrene(sub)nanofluidics

Identifiers

PMID39905881
PMCPMC13137235

What OpenQuestion holds

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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 OpenQuestion graph.