Evidence map›Paper›PMID 42215783›Full record

ArticleBioprocess and biosystems engineering2026

Synergistic modulation of PPy and CeO₂ in hollow carbon nanocage bimetal catalysts for enhanced extracellular electron transfer.

Tao Wu, Yuan Gao, Tianyang Zhang, Qing Wen, Ye Chen, Cunguo Lin, Zhenghui Qiu

Abstract read
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In one paragraph

Article in Bioprocess and biosystems engineering, 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
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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

7 authors.

Tao WuCollege of Materials Science and Chemical Engineering, Harbin Engineering University, Harbin, 150001, Heilongjiang, China.
Yuan GaoCollege of Materials Science and Chemical Engineering, Harbin Engineering University, Harbin, 150001, Heilongjiang, China.
Tianyang ZhangCollege of Materials Science and Chemical Engineering, Harbin Engineering University, Harbin, 150001, Heilongjiang, China.
Qing WenCollege of Materials Science and Chemical Engineering, Harbin Engineering University, Harbin, 150001, Heilongjiang, China. wenqing@hrbeu.edu.cn.
Ye ChenCollege of Materials Science and Chemical Engineering, Harbin Engineering University, Harbin, 150001, Heilongjiang, China. chenye511@126.com.
Cunguo LinNational Key Laboratory of Marine Corrosion and Protection, Luoyang Ship Material Research Institute, Luoyang, 471023, Henan, China.
Zhenghui QiuNational Key Laboratory of Marine Corrosion and Protection, Luoyang Ship Material Research Institute, Luoyang, 471023, Henan, China.

Funding

the Research Fund of National Key Laboratory of Marine Corrosion and Protection of Luoyang Ship Material Research Institute No. JCJQ-JJ23002
6 · The paper itself

Abstract

The low efficiency of extracellular electron transfer (EET) at the anode of microbial fuel cells (MFCs) is a key bottleneck limiting their performance improvement. In this study, a polypyrrole (PPy)-assisted metal-organic framework (MOF) pyrolysis strategy was employed to successfully construct bimetallic (FeMn) sites embedded in hollow nitrogen-doped carbon nanocages, which were further decorated with CeO₂ nanoclusters to obtain a highly efficient bio-electrocatalyst, FeMn-IDMs/H-NC@CeO₂. The PPy coating induces cavitation of the precursor, maximizing the exposure of active sites and providing biocompatible anchoring sites for microorganisms. CeO₂ coordinates and adsorbs electron mediators such as riboflavin through Lewis acid sites, establishing a new Fe-O-Ce-O-Mn electron transport channel and optimizing the interfacial electron coupling efficiency. Experimental results show that the MFC with the FeMn-IDMs/H-NC@CeO₂ anode achieves a maximum power density of 5.11 ± 0.21 W m⁻², which is 1.74 and 1.22 times higher than those of FeMn-DMs-NC and FeMn-IDMs/H-NC, respectively, demonstrating excellent electrocatalytic activity and stability. 16 S rRNA sequencing confirms the selective enrichment of Geobacter (69.4%), promoting electron transfer at the biofilm-electrode interface. This study provides new insights into the synergistic regulation of EET by rare-earth oxide and bimetallic nitrogen-carbon materials.

Indexed as

Bioelectric Energy SourcesCarbonCeriumGeobacterPolymersPyrrolesCatalysisElectrodesElectron TransportCarbonceric oxideCeriumPolymerspolypyrrolePyrrolesAnode materialsExtracellular electron transferMicrobial fuel cellsMOF derivatives

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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.