Evidence map›Paper›PMID 42342681›Full record

ArticleNature communications2026

Circumventing the wettability issue of heterogeneous metal catalysts for solvent-free organic transformations.

Chaofeng Zhu, Xiaomeng Dou, Lixiang Qian, Tianxiang Chen, Wenying Li, Carlo Marini, Eduardo Villalobos-Portillo, Liang Zhang, Lichen Liu

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
–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

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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

9 authors.

Chaofeng Zhu *Engineering Research Center of Advanced Rare-Earth Materials of Ministry of Education, Department of Chemistry, Tsinghua University, Beijing, China.
Xiaomeng Dou *Engineering Research Center of Advanced Rare-Earth Materials of Ministry of Education, Department of Chemistry, Tsinghua University, Beijing, China.ORCID http://orcid.org/0000-0002-7068-2188
Lixiang Qian *Center for Combustion Energy, Tsinghua University, Beijing, China.ORCID http://orcid.org/0000-0001-5742-9228
Tianxiang ChenDepartment of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, China.ORCID http://orcid.org/0000-0002-1578-0957
Wenying LiEngineering Research Center of Advanced Rare-Earth Materials of Ministry of Education, Department of Chemistry, Tsinghua University, Beijing, China.ORCID http://orcid.org/0009-0006-7135-4406
Carlo MariniALBA Synchrotron Light Source, Cerdanyola del Vallès, Barcelona, Spain.
Eduardo Villalobos-PortilloALBA Synchrotron Light Source, Cerdanyola del Vallès, Barcelona, Spain.ORCID http://orcid.org/0000-0003-4344-4181
Liang ZhangCenter for Combustion Energy, Tsinghua University, Beijing, China. Zhangbright@tsinghua.edu.cn.ORCID http://orcid.org/0000-0002-9718-0436
Lichen LiuEngineering Research Center of Advanced Rare-Earth Materials of Ministry of Education, Department of Chemistry, Tsinghua University, Beijing, China. lichenliu@mail.tsinghua.edu.cn.ORCID http://orcid.org/0000-0001-5067-0481

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Substituting homogeneous metal catalysts with recyclable heterogeneous metal catalysts has long been a goal in catalysis. However, most approaches yield heterogeneous metal catalysts that often exhibit relatively low stability and diminished catalytic activity under practical reaction conditions. Herein, we present an inorganic Rh catalyst obtained by confining subnanometer Rh clusters within a self-pillared zeolite structure. This catalyst design not only stabilizes the subnanometer Rh active sites but also facilitates efficient mass transport properties during solvent-free olefin hydroformylation reaction. Owing to the unique electronic properties of the Rh clusters and the optimal morphology of the zeolite support, the optimal catalyst achieves over 1,100,000 total turnovers across a broad substrate range under solvent-free conditions. This strategy can be extended to other metals confined within self-pillared zeolite, offering a general approach to circumvent the wettability issue of heterogeneous metal catalysts for solvent-free organic transformations.

Identifiers

PMID42342681
PMCPMC13444066

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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.