Evidence map›Paper›PMID 42188468›Full record

ReviewNanomaterials (Basel, Switzerland)2026

Precise Probing of Interfaces at the Single-Molecule Scale.

Enyu Zhang, Zhiping Chen, Shuai Wang, Cong Zhao, Hongyu Ju, Yingze Sun, Chuancheng Jia

Abstract readReview
In one paragraph

Review in Nanomaterials (Basel, Switzerland), 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

7 authors.

Enyu ZhangCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.
Zhiping ChenCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.
Shuai WangCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.
Cong ZhaoCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.
Hongyu JuCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.ORCID 0009-0001-5689-0597
Yingze SunCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.
Chuancheng JiaCenter of Single-Molecule Sciences, Institute of Modern Optics, Frontiers Science Center for New Organic Matter, Academy for Advanced Interdisciplinary Studies, College of Electronic Information and Optical Engineering, Nankai University, 38 Tongyan Road, Jinnan District, Tianjin 300350, China.ORCID 0000-0002-1513-8497

Funding

National Key R&D Program of China 2021YFA1200102National Key R&D Program of China 2024YFA1208100National Natural Science Foundation of China 22595390
6 · The paper itself

Abstract

The macroscopic functionality of nanoscale systems is fundamentally governed by microscopic physicochemical processes at material interfaces. However, conventional ensemble-averaged characterization techniques often obscure these subtle interfacial nuances due to their inherent limitations in spatial and temporal resolution. This review examines how single-molecule electrical measurements overcome these constraints by acting as precise analytical probes that directly transduce interfacial events into quantifiable conductance signals. By summarizing recent advances, we demonstrate how this approach resolves key physical interfacial characteristics, including distinct bonding motifs, steric configurations, and electronic coupling. We further summarize the real-time chemical interrogation of solid-liquid boundaries, which enables the capture of covalent bond formation kinetics, the dissection of catalytic reaction mechanisms, and the tracking of dynamic ion adsorption and proton transfer. Collectively, these investigations reveal interfaces as active, dynamically responsive physicochemical environments rather than simple passive structural boundaries. Finally, we propose that when employed primarily as high-resolution diagnostic tools rather than standalone electronic components, single-molecule junctions bridge atomic-scale interfacial mechanisms with macroscopic material performance, thereby providing an essential mechanistic foundations for the rational design of functional nanointerfaces.

Indexed as

dynamic processesin situ monitoringinterfacial physicochemistrymicro/nano materialssingle-molecule junctionssolid–liquid interfaces

Identifiers

PMID42188468
PMCPMC13210253

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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.