Evidence map›Paper›PMID 42231497›Full record

ArticleMicrobiome2026

Ecological and metabolic restructuring of anaerobic microbiomes under sulfate stress via magnetite-enhanced cooperative networks.

Georgia Vayena, Ginevra Giangeri, Maria Gaspari, Parisa Ghofrani-Isfahani, Panagiotis Tsapekos, Panagiotis G Kougias, Irini Angelidaki

Abstract read
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Article in Microbiome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

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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.

Georgia VayenaDepartment of Chemical and Biochemical Engineering, Technical University of Denmark, Kgs. Lyngby, 2800, Denmark.
Ginevra GiangeriDepartment of Chemical and Biochemical Engineering, Technical University of Denmark, Kgs. Lyngby, 2800, Denmark.
Maria GaspariHellenic Agricultural Organisation DIMITRA, Soil and Water Resources Institute, Thessaloniki, Thermi, 57001, Greece.
Parisa Ghofrani-IsfahaniDepartment of Chemical and Biochemical Engineering, Technical University of Denmark, Kgs. Lyngby, 2800, Denmark. parisf@kt.dtu.dk.
Panagiotis TsapekosDepartment of Chemical and Biochemical Engineering, Technical University of Denmark, Kgs. Lyngby, 2800, Denmark.
Panagiotis G KougiasHellenic Agricultural Organisation DIMITRA, Soil and Water Resources Institute, Thessaloniki, Thermi, 57001, Greece.
Irini AngelidakiDepartment of Chemical and Biochemical Engineering, Technical University of Denmark, Kgs. Lyngby, 2800, Denmark. iria@kt.dtu.dk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAnaerobic digestion systems with elevated sulfate often suffer reduced methane yields, challenged by the competition between sulfate-reducing bacteria and methanogens, and inhibited by hydrogen sulfide introduction. The present work explores the role of magnetite in improving anaerobic digestion performance under elevated sulfate conditions by chemically influencing the anaerobic system and reshaping microbial interaction patterns.

resultsMagnetite addition mitigated hydrogen sulfide toxicity via precipitation and increased methane production by 19%. Genome-centric metagenomics revealed a notable proliferation of the methanogenic population in the magnetite-amended reactors, consistent with the elevated methane output in the presence of both magnetite and sulfate, without suppressing sulfate-reducing, homoacetogenic, or syntrophic acetate-oxidizing activity. Magnetite was associated with enhanced methanogenesis and a strengthened cooperative syntrophic network among the four microbial guilds, in line with more efficient carbon and electron flow despite sulfate stress. Community genome-scale metabolic modeling supported these trends, validating the feasibility of the proposed interaction network and indicating that interspecies metabolite transfer between partners is stoichiometrically feasible, supporting the observed community behavior.

conclusionsThis study demonstrates the role of magnetite not only as a hydrogen sulfide scavenger but also as a community modulator, promoting resilient direct electron transfer-based networks, ultimately unlocking higher-efficiency biogas production in sulfate-impacted digesters. Our findings support the concept that interactions between sulfate-reducers and hydrogenotrophic methanogens are not purely competitive, and that conductive materials such as magnetite can enhance their metabolic coupling even under sulfate stress. Video Abstract.

Indexed as

BacteriaBacteria, AnaerobicFerrosoferric OxideMicrobiotaSulfatesAnaerobiosisBioreactorsHydrogen SulfideMetagenomicsMethaneMicrobial InteractionsFerrosoferric OxideHydrogen SulfideMethaneSulfatesConductive materialsDirect interspecies electron transferGenome-centric metagenomicsGenome-scale metabolic modelingMagnetiteMethanogenesisSulfate-reducing bacteria

Identifiers

PMID42231497
PMCPMC13445774

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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.