Evidence map›Paper›PMID 41935045›Full record

ArticleNature communications2026

A universal atomically dispersed cobalt catalyst for alkylation of ketones alcohols and lignin-derived compounds.

Zhuang Ma, Binyu Zhang, Yanbin Cui, Changyue Ren, Xinmin Li, Rajenahally V Jagadeesh, Matthias Beller

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Zhuang MaLeibniz-Institut für Katalyse e.V., Rostock, Germany. zhuangmachem@hotmail.com.
Binyu ZhangLeibniz-Institut für Katalyse e.V., Rostock, Germany.
Yanbin CuiGuangzhou Institute of Energy Conversion, Chinese Academy of Sciences, Guangzhou, China.
Changyue RenLeibniz-Institut für Katalyse e.V., Rostock, Germany.
Xinmin LiLeibniz-Institut für Katalyse e.V., Rostock, Germany. lixinmin19@126.com.ORCID http://orcid.org/0000-0002-5544-793X
Rajenahally V JagadeeshLeibniz-Institut für Katalyse e.V., Rostock, Germany. jagadeesh.rajenahally@catalysis.de.ORCID http://orcid.org/0000-0001-6079-0962
Matthias BellerLeibniz-Institut für Katalyse e.V., Rostock, Germany. matthias.beller@catalysis.de.ORCID http://orcid.org/0000-0001-5709-0965

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Catalytic carbon-carbon bond-forming reactions provide the basis for synthetic organic chemistry. To move towards a circular carbon economy, it is imperative to efficiently convert sustainable and inexpensive starting materials, e.g. broadly available renewable feedstocks, in an economically viable and practical manner. In this work , we present a method for the atom-efficient and "waste-free" construction of C-C bonds in ketones with alcohols, including lignin-derived compounds. The broad applicability of this protocol is based on the development of a novel heterogeneous cobalt-based single atom catalyst, which is produced by subjecting a cobalt-poly(p-phenylenediamine)-silica template to pyrolysis and subsequently removing residual silica. The most effective catalyst material consists of isolated cobalt atoms with Co-N

Identifiers

PMID41935045
PMCPMC13057308

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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.