Evidence map›Paper›PMID 42127100›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Predicting rates of manganese oxide reduction from thermodynamic driving forces and structural properties.

Xinru Liu, Vineeth Pothanamkandathil, Lorenz Schwab, Shun Mao, Meret Aeppli

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Predicting rates of manganese oxide reduction from thermodynamic driving forces and structural properties.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
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.

Xinru LiuSoil Biogeochemistry Laboratory, Environmental Engineering Institute, Swiss Federal Institute of Technology Lausanne (EPFL), Sion 1950, Switzerland.ORCID 0009-0005-5755-3073
Vineeth PothanamkandathilSoil Biogeochemistry Laboratory, Environmental Engineering Institute, Swiss Federal Institute of Technology Lausanne (EPFL), Sion 1950, Switzerland.ORCID 0000-0002-1403-4477
Lorenz SchwabSoil Biogeochemistry Laboratory, Environmental Engineering Institute, Swiss Federal Institute of Technology Lausanne (EPFL), Sion 1950, Switzerland.ORCID 0000-0003-2968-7849
Shun MaoCollege of Environmental Science and Engineering, State Key Laboratory of Water Pollution Control and Green Resource Recycling, Tongji University, Shanghai 200092, China.ORCID 0000-0003-3319-4203
Meret AeppliSoil Biogeochemistry Laboratory, Environmental Engineering Institute, Swiss Federal Institute of Technology Lausanne (EPFL), Sion 1950, Switzerland.ORCID 0000-0003-3335-3673

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Manganese (oxyhydr)oxides are abundant redox-active minerals that influence diverse biogeochemical processes, yet their redox reactivity remains poorly understood due to variations in mineral structure and manganese oxidation state. We quantified the reduction kinetics of three geochemically relevant manganese oxides-birnessite, manganite, and hausmannite-using extracellular electron shuttles with varying redox potentials to systematically modulate the driving force for electron transfer. While the Gibbs free energy ([Formula: see text]) described the kinetics of individual oxides well, the Pourbaix free-energy difference ([Formula: see text]) offered a distinct advantage by predicting reactivity without requiring detailed knowledge on reaction pathways, making it especially valuable for systems where exact redox reactions are undefined. We further developed a coupled kinetic-mass transport model, which showed that electron-transfer rate constants varied among oxides, whereas mass-transfer coefficients were similar. Classical nucleation theory was applied to contextualize these differences, indicating that the balance between surface and bulk energies controls the dissolution barrier. Our findings not only demonstrate how reaction thermodynamics and phase differences jointly control manganese oxide reduction kinetics but also support a generalizable predictive framework for the reactivity of redox-active minerals across diverse environmental conditions.

Indexed as

manganese oxidePourbaix potentialreduction kineticsterminal electron acceptorthermodynamic driving force

Identifiers

PMID42127100
PMCPMC13187706

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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.