Evidence map›Paper›PMID 42529492›Full record

ReviewPrecision chemistry2026

Single-Atom Supports: Versatile Platforms for Regulating Electrocatalysts at the Atomic Level.

Ming Yuan, Wenjun Guo, Jiongcan Xiang, Dongqi Yang, Panpan Li, Zhaoyu Jin, Guihua Yu

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Precision chemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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.

Ming YuanInstitute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China.
Wenjun GuoInstitute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China.
Jiongcan XiangInstitute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China.
Dongqi YangMaterials Science and Engineering Program and Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States.
Panpan LiCollege of Materials Science and Engineering, Sichuan University, Chengdu 610065, China.ORCID https://orcid.org/0000-0001-9933-0357
Zhaoyu JinInstitute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China.ORCID https://orcid.org/0000-0003-0840-3931
Guihua YuMaterials Science and Engineering Program and Walker Department of Mechanical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States.ORCID https://orcid.org/0000-0002-3253-0749

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Atomic-level control of metal-support interfaces is a key lever for electrocatalysis with low energy input, high selectivity, and long-term durability. While single-atom catalysts maximize atom utilization and provide well-defined coordination motifs, their isolated sites can limit cooperativity and compromise stability under the operating conditions. Single-atom support (SAS) overcomes these constraints by embedding atomically dispersed metal centers into the support framework as electronically active modulation units, enabling strong metal-support interactions (SMSI), directional charge migration, and programmable coupling with clusters or nanoparticles. This review summarizes atomic-level regulation strategies for SAS-enabled composite catalysts and extracts structure-function principles across the hydrogen evolution reaction (HER), oxygen evolution reaction (OER), oxygen reduction reaction (ORR), CO

Indexed as

atomic-level regulationelectrocatalysiselectronic structuremetal−support interactionsingle-atom support

Identifiers

PMID42529492
PMCPMC13417529

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.