Evidence map›Paper›PMID 42388040›Full record

ArticleThe New phytologist2026

Opening the black box: in situ imaging of arbuscular mycorrhizal fungal structures in soil using synchrotron-based micro-CT.

Henri M Braunmiller, Michael Bitterlich, Nicolai Koebernick, Eva Jacob, Anna S Heck, Andrea Schnepf, Johanna Pausch, Jussi-Petteri Suuronen, Bernhard Hesse, Sylvain Delzon and 4 more

Abstract read
In one paragraph

Article in The New phytologist, 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

14 authors.

Henri M BraunmillerRoot-Soil Interaction, School of Life Sciences, Technical University of Munich, Freising, 85354, Germany.ORCID https://orcid.org/0009-0000-9039-440X
Michael BitterlichDivision Urban Plant Ecophysiology, Faculty of Life Sciences, Albrecht Daniel Thaer-Institute for Agricultural and Horticultural Sciences, Humboldt-Universität zu Berlin, Berlin, 14195, Germany.ORCID https://orcid.org/0000-0002-3562-7327
Nicolai KoebernickRoot-Soil Interaction, School of Life Sciences, Technical University of Munich, Freising, 85354, Germany.ORCID https://orcid.org/0000-0001-8744-2060
Eva JacobDivision Urban Plant Ecophysiology, Faculty of Life Sciences, Albrecht Daniel Thaer-Institute for Agricultural and Horticultural Sciences, Humboldt-Universität zu Berlin, Berlin, 14195, Germany.ORCID https://orcid.org/0009-0002-2719-5875
Anna S HeckInstitute for Bio- and Geosciences, Forschungszentrum Jülich GmbH, Agrosphere (IBG-3), Jülich, 52428, Germany.ORCID https://orcid.org/0009-0006-4422-3750
Andrea SchnepfInstitute for Bio- and Geosciences, Forschungszentrum Jülich GmbH, Agrosphere (IBG-3), Jülich, 52428, Germany.ORCID https://orcid.org/0000-0003-2203-4466
Johanna PauschAgroecology, Bayreuth Center of Ecology and Environmental Research (BayCEER), University of Bayreuth, Bayreuth, 95447, Germany.ORCID https://orcid.org/0000-0002-7102-4793
Jussi-Petteri SuuronenXploraytion GmbH, Invalidenstraße 34, Berlin, 10115, Germany.ORCID https://orcid.org/0000-0002-1632-761X
Bernhard HesseXploraytion GmbH, Invalidenstraße 34, Berlin, 10115, Germany.ORCID https://orcid.org/0000-0001-9106-8980
Sylvain DelzonINRAE, Université de Bordeaux, UMR BIOGECO, Pessac, 33615, France.ORCID https://orcid.org/0000-0003-3442-1711
Jonathan PerrinSynchrotron SOLEIL, L'Orme des Merisiers, Saint-Aubin, 91190, France.ORCID https://orcid.org/0000-0003-2696-7482
Andrew KingSynchrotron SOLEIL, L'Orme des Merisiers, Saint-Aubin, 91190, France.ORCID https://orcid.org/0000-0001-8542-1354
Jan JansaInstitute of Microbiology, Czech Academy of Sciences, Praha, 142 00, Czechia.ORCID https://orcid.org/0000-0002-0331-1774
Mutez A AhmedRoot-Soil Interaction, School of Life Sciences, Technical University of Munich, Freising, 85354, Germany.ORCID https://orcid.org/0000-0002-7402-1571

Funding

Agence Nationale de la Recherche ANR-11-EQPX-0031Deutsche Forschungsgemeinschaft 516052611Deutsche Forschungsgemeinschaft 581284425Deutsche Forschungsgemeinschaft EXC-2070 - 390732324Ministry of Education, Youth and Sports of the Czech Republic CZ.02.01.01/00/22_008/0004597
6 · The paper itself

Abstract

Arbuscular mycorrhizal fungi (AMF) contribute to plant nutrient and water uptake via their extraradical hyphal networks. However, in situ methodologies to quantify architectural and morphological traits of these networks in soil are largely lacking, limiting our understanding of AMF-mediated resource transport. Using synchrotron-based X-ray computed microtomography (micro-CT), we established a workflow to cultivate, noninvasively image, and quantitatively analyze AMF hyphosphere and rhizosphere structures in the interaggregate space across two soil textures and biological contexts. We developed a pipeline for quantitative three-dimensional (3D) assessment of key architectural and morphological traits including structure counts, hyphal length, branching frequency, volume, and surface area. Our method further permits (1) measurement of AMF-soil and AMF-root interface areas and (2) microscale quantification of pore space occupancy by AMF. Micro-CT offers a tool for noninvasively visualizing AMF in air-filled soil pore space. We outline how such quantitative 3D information can be incorporated into image-based and functional-structural soil-plant models, thereby supporting a better mechanistic understanding of AMF-mediated processes in soils and plants.

Indexed as

MycorrhizaeSoil MicrobiologySynchrotronsX-Ray MicrotomographyHyphaeImaging, Three-DimensionalPlant RootsRhizosphereSoilSoilarbuscular mycorrhizal fungifunctional‐structural soil–plant modelshyphal networksimage‐based modelingnoninvasive imagingsoil textureX‐ray computed tomography

Identifiers

PMID42388040
PMCPMC13491289

What OpenQuestion holds

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LicenceCC BY
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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.