Evidence map›Paper›PMID 40014612›Full record

ArticleAngewandte Chemie (International ed. in English)2025

Single-Cell Force Spectroscopy Uncovers Root Zone- and Bacteria-Specific Interactions.

Yilei Xue, Mackenzie Eli W Loranger, Yifan Jia, Nesha May O Andoy, Wolfgang Moeder, Keiko Yoshioka, Ruby May A Sullan

Abstract read
In one paragraph

Article in Angewandte Chemie (International ed. in English), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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.

Yilei XueDepartment of Physical and Environmental Sciences, University of Toronto Scarborough, 1065 Military Trail, Toronto, Ontario, M1C 1A4, Canada.
Mackenzie Eli W LorangerDepartment of Cell and Systems Biology, University of Toronto, 25 Wilcocks St., Toronto, Ontario, M5S 3B2, Canada.
Yifan JiaDepartment of Physical and Environmental Sciences, University of Toronto Scarborough, 1065 Military Trail, Toronto, Ontario, M1C 1A4, Canada.
Nesha May O AndoyDepartment of Physical and Environmental Sciences, University of Toronto Scarborough, 1065 Military Trail, Toronto, Ontario, M1C 1A4, Canada.
Wolfgang MoederDepartment of Cell and Systems Biology, University of Toronto, 25 Wilcocks St., Toronto, Ontario, M5S 3B2, Canada.
Keiko YoshiokaDepartment of Cell and Systems Biology, University of Toronto, 25 Wilcocks St., Toronto, Ontario, M5S 3B2, Canada.
Ruby May A SullanDepartment of Physical and Environmental Sciences, University of Toronto Scarborough, 1065 Military Trail, Toronto, Ontario, M1C 1A4, Canada.

Funding

CIHRNatural Sciences and Engineering Research Council of Canada RGPIN-2017-06522New Frontier in Research Fund-Exploration NFRFE-2020-01167Research Corporation for Science AdvancementSSHRC
6 · The paper itself

Abstract

Understanding root-bacteria interactions with plant growth-promoting rhizobacteria (PGPR) is key to developing effective biofertilizers for sustainable agriculture. We performed single-cell force spectroscopy using the atomic force microscope (AFM) to study the primary attachment of two PGPR, Bacillus velezensis and Pseudomonas defensor, to different regions of Arabidopsis thaliana roots. Force measurements with individual cells uncovered distinct attachment strategies by each strain, involving binding via micrometer-long polymers from both bacteria and root surfaces. Flagella differentially affected the binding interactions of each PGPR; their removal altered binding characteristics differently for each strain, highlighting the importance of flagella in early root colonization. Using silica beads to mimic the negatively charged bacteria, we demonstrated the influence of electrostatic forces on root-bacteria interactions. We also examined interactions with abiotic surfaces of varying surface energies, revealing the roles of hydrophilic and hydrophobic forces in initial binding. Our measurements show that differences in the physicochemical properties of bacteria and roots are responsible for variations in primary attachment strategies between PGPR strains and root regions. Parallel fluorescence measurements corroborated our AFM single-cell analysis. Overall, our results provide a nanoscale view of bacterial attachment to roots, offering key insights into how beneficial bacteria colonize roots, crucial for enhancing biofertilizer effectiveness.

Indexed as

ArabidopsisBacillusPlant RootsPseudomonasBacterial AdhesionMicroscopy, Atomic ForceSingle-Cell AnalysisAtomic force microscopy (AFM)PGPR root colonizationPlant growth‐promoting rhizobacteria (PGPR)Root–bacteria interactionSingle‐cell force spectroscopy (SCFS)

Identifiers

PMID40014612
PMCPMC12051759

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.