Evidence map›Paper›PMID 42213616›Full record

ArticlePloS one2026

Complexity of leaf surface texture affects microbial colonization in temperate forest tree species.

Waltraud X Schulze, Ernst-Detlef Schulze, Susanne Reiße, Roman Rischke, Olivier Bouriaud, Burkhard Büdel, Tatsiana Straub, Evelina Pillai, Benjawan Tanunchai, Witoon Purahong and 2 more

Abstract read
In one paragraph

Article in PloS one, 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

12 authors.

Waltraud X SchulzeDepartment of Plant Systems Biology, University of Hohenheim, Stuttgart, Germany.ORCID https://orcid.org/0000-0001-9957-7245
Ernst-Detlef SchulzeMax-Planck-Institute for Biogeochemistry, Jena, Germany.
Susanne ReißeCore Facility Hohenheim, University of Hohenheim, Stuttgart, Germany.ORCID https://orcid.org/0009-0004-7722-0674
Roman RischkeDepartment of Applied Natural Sciences and Health, Coburg University of Applied Sciences and Arts, Coburg, Germany.
Olivier BouriaudStefan cel Mare University of Suceava, Suceava, Romania.
Burkhard BüdelRPTU Kaiserslautern, Department of Biology, Kaiserslautern, Germany.
Tatsiana StraubDepartment of Plant Systems Biology, University of Hohenheim, Stuttgart, Germany.
Evelina PillaiCore Facility Hohenheim, University of Hohenheim, Stuttgart, Germany.ORCID https://orcid.org/0000-0001-7407-0835
Benjawan TanunchaiDepartment of Applied Natural Sciences and Health, Coburg University of Applied Sciences and Arts, Coburg, Germany.
Witoon PurahongDepartment of Soil Science, Helmholtz Centre for Environmental Research, Halle, Germany.
Stefan SimmDepartment of Applied Natural Sciences and Health, Coburg University of Applied Sciences and Arts, Coburg, Germany.
Matthias NollDepartment of Applied Natural Sciences and Health, Coburg University of Applied Sciences and Arts, Coburg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Throughout their life cycle, tree leaves are subject to colonization and degradation by microorganisms, including fungi, bacteria, and algae. These relationships co-evolved with chemical properties, leaf shape, and surface structures. Here we developed (i) a novel quantitative trait describing leaf surface texture complexity based on variables extracted from scanning electron microscopic images, resulting in a quantitative score of surface texture complexity on a tree species level. This complexity score was then used (ii) to test functional hypotheses, quantifying the contribution of leaf surface texture complexity in context of growth habitat preferences and colonization patterns by fungi and bacteria. We show that (iii) leaf surface texture complexity correlated with anatomical features such as stomatal density and leaf orientation as well as with Ellenberg temperature habitat indicator. Increasing leaf surface texture complexity was negatively correlated with leaf-associated fungal and bacterial specialists. Moreover, leaves with higher leaf surface texture complexity values showed reduced richness of colonization with plant pathogens (broad-leaved species) or lichenization (conifers), suggesting protection effects. Our results highlight leaf surface texture complexity as a previously underappreciated trait that may be a key to understanding microbial diversity between tree species and interaction patterns with leaf-associated microbes. This opens promising avenues for future research on plant-microbe co-evolution, trait-based ecosystem modeling, and the potential use of surface traits in forest management and disease resistance strategies.

Indexed as

ForestsPlant LeavesTreesBacteriaEcosystemFungiMicroscopy, Electron, Scanning

Identifiers

PMID42213616
PMCPMC13220997

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.