Evidence map›Paper›PMID 40525774›Full record

ReviewAdvanced materials (Deerfield Beach, Fla.)2025

Bioinspired Design of Heterogenous Single-Atomic-Site Catalysts for Electrocatalysis and Photocatalysis.

Ying Wang, Guangri Jia, Piaoping Yang, Linshan Zhang, Kwok-Yin Wong

Abstract readReview
In one paragraph

Review in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. Review
  3. Atomically precise AuNature communications · 2026
    Article
  4. Can nanozymes achieve more than enzymes?Nature reviews. Materials · 2026
    Article
  5. Biotemplated Artificial Olive Leaf-Structured TiOBiomimetics (Basel, Switzerland) · 2026
    Article
  6. Article
  7. Asymmetric Bi and S Single Atoms Over Porous Single-Crystal TiOAdvanced materials (Deerfield Beach, Fla.) · 2026
    Article
  8. Article
  9. Review
  10. Review
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

5 authors.

Ying WangState Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China.
Guangri JiaDepartment of Chemistry, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China.
Piaoping YangKey Laboratory of Superlight Materials and Surface Technology, Ministry of Education College of Materials Science and Chemical Engineering, Harbin Engineering University, Harbin, 150001, P. R. China.
Linshan ZhangState Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China.
Kwok-Yin WongState Key Laboratory of Chemical Biology and Drug Discovery, Department of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China.ORCID https://orcid.org/0000-0003-4984-7109

Funding

Innovation and Technology Commission - Hong KongNational Youth Talent ProgramState Key Laboratory of Chemical Biology and Drug DiscoveryThe Fundamental Research funds for the Central Universities 3072025CFJ1007
6 · The paper itself

Abstract

The emergence of single-atomic-site catalysts (SACs) provides a specific model to bridge the gap between homogeneous and heterogeneous catalysis. An interesting aspect in SACs is how to apply the bioinspired strategies in homogeneous biocatalysis to the design of heterogeneous SACs. The effectiveness of this approach relies on systematic insights in structural characteristics and catalytic mechanisms of both the biocatalysts and the heterogeneous SACs. This review will give a summary on the representative bioinspired single-atomic-site catalysts and their applications in heterogeneous electrocatalysis and photocatalysis. The fundamentals of bioinspired design strategies will be systematically discussed in the first shell coordination (quasi-homogeneous metal centers and coordination numbers/species) and the second/long-range coordination (heteroatoms doping, dual-metallic sites, nano-single-atom-site, and metal-support interaction). Also, the unique non-covalent interactions and oriented mass/proton/electron transfer channels in heterogenous SACs are highlighted as inspired by the outer microenvironment of biological systems. The practical electrocatalytic and photocatalytic applications of bioinspired SACs are further discussed by drawing inspiration from hydrogenase, nitrogenase, oxidase, and dehydrogenase to produce hydrogen-, carbon-, nitrogen-, and oxygen-based value-added chemicals. The current challenges and future opportunities for the development of bioinspired heterogenous SACs will also be discussed.

Indexed as

Biomimetic MaterialsElectrochemical TechniquesPhotochemical ProcessesCatalysisbioinspired strategyelectrocatalysisheterogeneous catalystphotocatalysissingle‐atomic‐site catalyst

Identifiers

PMID40525774
PMCPMC12676108

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.