Evidence map›Paper›PMID 42757261›Full record

ReviewChemical science2026

Functional binder engineering for Prussian blue analogue cathodes: mechanistic insights, cross-system inspiration, and design principles.

Haizhu Li, Yun Gao, Jiaxu Liu, Hang Zhang, Jinkui Li, Xihao Lin, Shiyi Xu, Shulei Chou, Li Li

Abstract readReview
In one paragraph

Review in Chemical 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
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

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.

Haizhu LiSchool of Environmental and Chemical Engineering, Shanghai University Shanghai 20444 China.
Yun GaoInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.ORCID https://orcid.org/0000-0001-6570-2781
Jiaxu LiuInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.
Hang ZhangInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.ORCID https://orcid.org/0009-0004-5290-5167
Jinkui LiInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.
Xihao LinInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.
Shiyi XuInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.
Shulei ChouInstitute for Carbon Neutralization Technology, College of Chemistry and Materials Engineering, Wenzhou University Wenzhou Zhejiang 325035 China yungao1995@shu.edu.cn LILI2020@shu.edu.cn chou@wzu.edu.cn.ORCID https://orcid.org/0000-0003-1155-6082
Li LiSchool of Environmental and Chemical Engineering, Shanghai University Shanghai 20444 China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Being endowed with an open three-dimensional framework and cost advantage, Prussian blue analogues (PBAs) exhibit enormous application potential in the field of secondary batteries. However, their industrialization process is severely constrained by various failure mechanisms, such as structural distortion, manganese dissolution, and interfacial instability. Despite their critical role in maintaining electrode integrity and regulating interfacial chemistry, binder design in PBA systems has received insufficient attention. Here, we analyze the intrinsic correlations between PBA failure modes and the binder functionality, drawing inspiration from advanced strategies employed in silicon anodes, high-nickel cathodes, and LiFePO

Identifiers

PMID42757261
PMCPMC13584964

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Registered trials

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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.