Evidence map›Paper›PMID 42022862›Full record

ArticleSmall science2026

Drastic Enhancement of Activity and Durability for Oxygen Reduction Reaction by Melamine Modification for Platinum Nanocluster-Loaded Electrocatalysts.

Ryuki Kurosaki, Tokuhisa Kawawaki, Kaoru Ikeda, Kazutaka Oiwa, Kotaro Sato, Haruna Tachibana, Minoru Inaba, Kenji Iida, Yuichi Negishi

Abstract read
In one paragraph

Article in Small science, 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
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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

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

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.

Ryuki KurosakiCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.
Tokuhisa KawawakiCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.ORCID https://orcid.org/0000-0003-3282-8964
Kaoru IkedaCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.
Kazutaka OiwaCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.
Kotaro SatoCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.
Haruna TachibanaCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.
Minoru InabaDepartment of Molecular Chemistry and Biochemistry Doshisha University Kyoto Japan.ORCID https://orcid.org/0000-0002-2480-0585
Kenji IidaInstitute for Catalysis Hokkaido University Sapporo Japan.ORCID https://orcid.org/0000-0003-3239-8239
Yuichi NegishiCarbon Value Research Center Research Institute for Science and Technology Tokyo University of Science Shinjuku-ku Japan.ORCID https://orcid.org/0000-0003-3965-1399

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To facilitate the widespread adoption of environmentally friendly fuel cells, it is essential to enhance the mass activity (MA) and durability of platinum (Pt) catalysts used in the oxygen reduction reaction (ORR). In this study, approximately 1 nm Pt nanocluster (NC)-loaded carbon black (CB) (Pt NC/CB) catalysts were successfully prepared. The obtained Pt NC/CB catalysts exhibited up to 3.25 times higher ORR MA than commercial Pt nanoparticle (NP)/CB catalysts. Furthermore, the melamine-modified Pt NC/CB catalysts achieved up to 6.37 times higher MA and 2.5 times higher durability than commercial Pt NP/CB catalysts. Notably, after durability testing, the melamine-modified Pt NC/CB catalysts achieved 11.0 times higher ORR MA than that of the commercial Pt NP/CB. Although small Pt NCs were considered to be less durable than Pt NPs owing to their high surface energy, the strong interaction between the Pt NCs and melamine significantly enhances their activity and durability. These findings offer a pathway to significantly reduce Pt loading in polymer electrolyte fuel cells, contributing to their practical and widespread application.

Indexed as

clusterelectrocatalystmelamineoxygen reductionplatinum

Identifiers

PMID42022862
PMCPMC13098022

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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.