Evidence map›Paper›PMID 41876514›Full record

ArticleNature communications2026

A single-atom potential confinement strategy for stabilizing rhodium nanocatalysts in methane oxidation.

Chenxin Xu, Zhi-Qiang Wang, Tian Qin, Ze-Kai Yu, Dongrun Xu, Weiye Qu, Yiwei He, Yaxin Chen, Zhen Ma, Xi Liu and 2 more

Abstract read
In one paragraph

Article in Nature communications, 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
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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

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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

12 authors.

Chenxin Xu *Department of Environmental Science & Engineering, Fudan University, Shanghai, China.
Zhi-Qiang Wang *State Key Laboratory of Green Chemical Engineering and Industrial Catalysis, Centre for Computational Chemistry and Research Institute of Industrial Catalysis, School of Chemistry and Molecular Engineering, East China University of Science and Technology, Shanghai, China.ORCID http://orcid.org/0000-0001-6293-1474
Tian Qin *School of Chemistry and Chemical Engineering, In Situ Center for Physical Sciences, Frontiers Science Center for Transformative Molecules, Shanghai Jiao Tong University, Shanghai, China.
Ze-Kai Yu *State Key Laboratory of Green Chemical Engineering and Industrial Catalysis, Centre for Computational Chemistry and Research Institute of Industrial Catalysis, School of Chemistry and Molecular Engineering, East China University of Science and Technology, Shanghai, China.ORCID http://orcid.org/0009-0008-4244-0799
Dongrun XuDepartment of Environmental Science & Engineering, Fudan University, Shanghai, China.ORCID http://orcid.org/0009-0006-0620-4188
Weiye QuDepartment of Environmental Science & Engineering, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0002-9705-7198
Yiwei HeDepartment of Environmental Science & Engineering, Fudan University, Shanghai, China.
Yaxin ChenDepartment of Environmental Science & Engineering, Fudan University, Shanghai, China.ORCID http://orcid.org/0000-0001-8573-2275
Zhen MaDepartment of Environmental Science & Engineering, Fudan University, Shanghai, China. zhenma@fudan.edu.cn.
Xi LiuSchool of Chemistry and Chemical Engineering, In Situ Center for Physical Sciences, Frontiers Science Center for Transformative Molecules, Shanghai Jiao Tong University, Shanghai, China. liuxi@sjtu.edu.cn.ORCID http://orcid.org/0000-0002-8654-0774
Xue-Qing GongState Key Laboratory of Synergistic Chem-Bio Synthesis, School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China. xqgong@sjtu.edu.cn.ORCID http://orcid.org/0000-0002-9566-7427
Xingfu TangDepartment of Environmental Science & Engineering, Fudan University, Shanghai, China. tangxf@fudan.edu.cn.ORCID http://orcid.org/0000-0002-0746-1294

Funding

National Natural Science Foundation of China (National Science Foundation of China) 22072090National Natural Science Foundation of China (National Science Foundation of China) 22272106National Natural Science Foundation of China (National Science Foundation of China) 22276036National Natural Science Foundation of China (National Science Foundation of China) 22276037
6 · The paper itself

Abstract

Operating nanometal catalysts under harsh reaction conditions often leads to their disintegration into less active single atoms or clusters, which is considered as a primary cause of catalyst deactivation and loss of active components. In the current work, our theoretical calculations on CeO₂-supported Rh catalysts first reveal that pre-filling surface vacancies with suitable single metal atoms renders the subsequent anchoring of Rh atoms on supports energetically unfavorable. Guided by this insight, we propose a simple strategy that pre-anchored guest atoms to generate a high-potential confinement field, which thermodynamically suppresses the release of atoms from nanoparticles and their subsequent deposition onto the support, thereby stabilizing Rh nanocatalysts across a wide temperature range during methane oxidation while maintaining high activity. Catalytic tests of simulated engine methane emissions, coupled with environmental scanning transmission electron microscopy characterizations, reveal that both supported Rh nanoparticles with and without pre-anchored single atoms demonstrate initial methane oxidation activity at temperatures below 200 °C, while only single-atom-confined nanoparticles retain structural integrity and full activity after 800 °C aging, whereas unprotected ones degrade into single atoms and lose low-temperature reactivity, thereby confirming the effectiveness of our confinement strategy. Further theoretical calculations unveil that the low-temperature activity is driven by Rh nanoparticles with pronounced electron delocalization, rather than Rh single-atom interacting with the CeO₂ support. This work offers a new design strategy based on a novel energy confinement effect for dynamically stabilizing supported metal nanoparticle catalysts even under severe conditions while maintaining exceptional catalytic activity, opening up new avenues for catalyst design through alternative approaches beyond conventional metal-support interactions to regulate and enhance nanoparticle behavior and reactivity.

Identifiers

PMID41876514
PMCPMC13187183

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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.