Evidence map›Paper›PMID 40133290›Full record

ArticleNature communications2025

In-situ catalysis of green lubricants into graphitic carbon by iron single atoms to reduce friction and wear.

Wei Song, Chongyang Zeng, Xiaoyang Ma, Janet S S Wong, Chuke Ouyang, Shouyi Sun, Weiwei Zhang, Jianbin Luo, Xing Chen, Jinjin Li

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

10 authors.

Wei SongState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, China.
Chongyang ZengDepartment of Aeronautics, Imperial College London, London, UK.
Xiaoyang MaState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, China.
Janet S S WongDepartment of Mechanical Engineering, Imperial College London, London, UK.
Chuke OuyangState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, China.
Shouyi SunState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, China.
Weiwei ZhangSchool of Chemical Engineering and Technology, Tiangong University, Tianjin, China. wwzhang@tiangong.edu.cn.ORCID http://orcid.org/0000-0002-5255-7340
Jianbin LuoState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, China.
Xing ChenInstitute of Molecular Plus, Tianjin University, Tianjin, China.ORCID http://orcid.org/0000-0002-1223-298X
Jinjin LiState Key Laboratory of Tribology in Advanced Equipment, Tsinghua University, Beijing, China. lijinjin@tsinghua.edu.cn.ORCID http://orcid.org/0000-0002-9835-168X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Reducing friction and wear in moving mechanical systems is essential for their intended functionality. This is currently accomplished by using a large variety of anti-friction and anti-wear additives, that usually contain sulfur and phosphorous both of which cause harmful emission. Here, we introduce a series of diesters, typically dioctyl malate (DOM), as green and effective anti-friction and anti-wear additives which reduce wear by factors of 5-7 and friction by over 50% compared to base oil when tested under high pressures. Surface studies show that these impressive properties are primarily due to the formation of a 30 nm graphitic tribofilm that protects rubbing surfaces against wear and hence provides low shear stress at nanoscale. This graphitic tribofilm is prone to form from diesters derived from short-chain carboxylic acid due to their lone pair effect, which stabilizes the carbon free radicals. Furthermore, the formation of this tribofilm is catalyzed by nascent iron single atoms, which are in-situ generated due to the mechanochemical effects during sliding contact. Computational simulations provided additional insights into the steps involved in the catalytic decomposition of DOM by iron and the formation of a graphitic carbon tribofilm. Due to its anti-friction and wear properties, DOM holds promise to replace conventional additives, and thus provides a green and more effective alternative for next-generation lubricant formulations.

Identifiers

PMID40133290
PMCPMC11937527

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.