Evidence map›Paper›PMID 42499258›Full record

ReviewSmall methods2026

Electrochemiluminescence Illuminates Single-Atom Catalysts: Real-Time Atomic-Scale Dynamics and Operando Electronic Fingerprinting.

Yacheng Shi, Wenlu Li, Jiu-Ju Feng, Yang Liu

Abstract readReview
In one paragraph

Review in Small methods, 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.

Yacheng ShiCollege of Geography and Environmental Sciences, College of Chemistry and Materials Science, Zhejiang Normal University, Jinhua, China.
Wenlu LiSchool of Food and Health, Beijing Technology and Business University (BTBU), Beijing, China.
Jiu-Ju FengCollege of Geography and Environmental Sciences, College of Chemistry and Materials Science, Zhejiang Normal University, Jinhua, China.ORCID https://orcid.org/0000-0002-7954-0573
Yang LiuDepartment of Chemistry, Key Lab of Bioorganic Phosphorus Chemistry and Chemical Biology of Ministry of Education, Tsinghua University, Beijing, China.ORCID https://orcid.org/0000-0003-0042-5183

Funding

Beijing Natural Science Foundation L251023Beijing Technology and Business UniversityCross-Innovation Open Project of Food Flavor and HealthFinancial Program of BJAST 25CB003-05National Natural Science Foundation of China 22174084National Natural Science Foundation of China 22474128National Natural Science Foundation of China 22504130National Natural Science Foundation of China 22574091Zhejiang Provincial Natural Science Foundation of China LQN26B050003
6 · The paper itself

Abstract

Single-atom catalysts (SACs) provide atomically defined active centers for mechanistic electrocatalysis; however, their working-state structural evolution remains difficult to resolve because most characterization techniques provide either static snapshots or ensemble-averaged information. Electrochemiluminescence (ECL) has emerged as an operando optical transduction strategy that converts interfacial electron transfer and intermediate chemistry into potential-, time-, spectrally, and spatially resolved photon signals. In this Review, ECL is treated not merely as a signal-amplification phenomenon but as a structure-informative probe for single-atom catalysis. This Review first establishes a signal-conversion framework linking active-site structure, oxygen-intermediate chemistry, and photon emission. It then discusses the ability of ECL to enable the readout of active-site identity, site density, coordination configuration, electronic and spin structure, reaction intermediates, and catalytic heterogeneity, with emphasis on recent advances in potential-resolved ECL, time-dependent ECL, super-resolution ECL microscopy, and multimodal operando analysis. Finally, the key challenges in transforming ECL from a qualitative reporter into a quantitative operando structural tool are outlined. Overall, ECL is positioned as a promising bridge between static atomic structure and dynamic catalytic function in SAC research.

Indexed as

atomic‐scale dynamicselectrochemiluminescenceelectronic fingerprintsoperando characterization

Identifiers

PMID42499258
PMCPMC13505699

What Socratic holds

Textmetadata
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.