Evidence map›Paper›PMID 41636830›Full record

ArticleBioprocess and biosystems engineering2026

Enhanced bio-methanation of coal through direct interspecies electron transfer mediated by nano-magnetite.

Kai Zhang, Hongyu Guo, Norbert Klitzsch, Zhazha Hu, Bin Zhang, Hao Chen

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
–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

6 authors.

Kai ZhangSchool of Energy Science and Engineering, Henan Polytechnic University, Jiaozuo, 454000, China.
Hongyu GuoSchool of Energy Science and Engineering, Henan Polytechnic University, Jiaozuo, 454000, China. ghy1026@126.com.
Norbert KlitzschInstitute for Applied Geophysics and Geothermal Energy, RWTH Aachen University, 52074, Aachen, Germany.
Zhazha HuSchool of Energy Science and Engineering, Henan Polytechnic University, Jiaozuo, 454000, China.
Bin ZhangResearch Institute of Petroleum Exploration & Development, Beijing, 100083, China.
Hao ChenResearch Institute of Petroleum Exploration & Development, Beijing, 100083, China.

Funding

Double First-Class Initiative for Safety Discipline Construction Project AQ20240302National Natural Science Foundation of China 42172195Xinjiang Key R & D Task Project 2024B03002
6 · The paper itself

Abstract

This study sought to improve the bioconversion efficiency of coal to biomethane through the addition of nano-magnetite. By integrating process performance evaluation, electrochemical characterization, and microbial functional analysis, this study provides mechanistic insight into the role of nano-magnetite in enhancing coal anaerobic digestion. An anaerobic digestion (AD) system mediated by nano-magnetite and utilizing lignite as the substrate was established to evaluate methane production performance and associated metabolic responses. The results demonstrated that the incorporation of nano-magnetite significantly accelerated methane production and increased biomethane yield, with the highest enhancement observed at an optimal dosage of 2 g, resulting in a 62.14% increase compared to the control group. Electrochemical and biochemical indicators suggested enhanced microbial electron transfer activity in the nano-magnetite–amended system. Microbial community analysis indicated that nano-magnetite enrichment increased the abundance of electroactive microorganisms, including Sphaerochaeta, Desulfomicrobium, Geobacter, and Geovibrio, thereby facilitating both the acetoclastic pathway and the hydrogenotrophic CO₂-reduction pathway in methanogenesis. Variations in key gene abundance suggest a potential for DIET between Geobacter, Geovibrio, and Methanothrix, which may be associated with the observed increase in biomethane production from coal. The addition of nano-magnetite to potentially facilitate DIET may represent an effective strategy for promoting biomethane production from coal.

Indexed as

CoalFerrosoferric OxideMagnetite NanoparticlesMethaneElectron TransportCoalFerrosoferric OxideMagnetite NanoparticlesMethaneAnaerobic digestionDirect interspecies electron transfer (DIET)LigniteMicrobial communityNanoscale magnetite

Identifiers

What OpenQuestion holds

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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.