Evidence map›Paper›PMID 42279868›Full record

ReviewMaterials (Basel, Switzerland)2026

Recent Advances in Polypyrrole-Based Functional Coatings: Surface Protection and Emerging Applications.

Ge Cao, Qiuyuan Huang, Yueying Li, Zhenyu Wang, En-Hou Han

Abstract readReview
In one paragraph

Review in Materials (Basel, Switzerland), 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

5 authors.

Ge CaoSchool of Textile, Guangdong Polytechnic, Gaoming, Foshan 528000, China.
Qiuyuan HuangInstitute of Corrosion Science and Technology, Guangzhou 510530, China.
Yueying LiInstitute of Corrosion Science and Technology, Guangzhou 510530, China.
Zhenyu WangInstitute of Corrosion Science and Technology, Guangzhou 510530, China.
En-Hou HanInstitute of Corrosion Science and Technology, Guangzhou 510530, China.

Funding

2025 Foshan Self-funded Science and Technology Innovation Project No. 2520001003173High-level Talent Research Start-up Fund No. XJGCC202518National Key Research and Development Program of China No. 2021YFB3701700Shenzhen Fundamental Research Program No. JCYJ20220530114607017the School-level Interdisciplinary Innovation Team Project of Guangdong Polytechnic No. XJTD202502the School-level Scientific Research Project of Guangdong Polytechnic No. XJKJG202502
6 · The paper itself

Abstract

Owing to its inherent electrical conductivity, reversible redox activity, and structural versatility, polypyrrole (PPy) has become an important material for advanced functional coatings. This review summarizes recent advances in PPy-based coatings, systematically exploring the correlation between fundamental material design and macroscopic multifunctional applications. First, the core structural characteristics of PPy and its primary fabrication strategies, including electrochemical deposition, chemical oxidative polymerization, solution processing, and hybrid composite engineering, are delineated. Subsequently, the role of PPy in surface protection is analyzed, with an emphasis on the synergistic mechanisms underlying corrosion mitigation, mechanical durability, and environmental barriers (e.g., anti-fouling and solar-driven desalination). In addition, the application expansion of PPy in emerging fields, such as electromagnetic interference (EMI) shielding, highly sensitive smart sensing, electroactive energy interfaces, and advanced biomedical electrodes, is summarized. Finally, current challenges-particularly the physicochemical trade-offs among conductivity, interfacial adhesion, and long-term stability-are discussed, and future development directions are prospected. By integrating green processing technologies and data-driven smart system integration, next-generation PPy coatings are expected to meet the demands of flexible electronics, sustainable energy, and precision medicine.

Indexed as

composite coatingsconductive polymerscorrosion protectionemerging applicationsfunctional coatingspolypyrrolesurface protection

Identifiers

PMID42279868
PMCPMC13257510

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.