Evidence map›Paper›PMID 42104617›Full record

ReviewPlant communications2026

Integrating soil imaging with spatial omics to uncover root-soil interactions.

Tino Colombi, Alix Vidal, Hannah V Cooper, Rahul A Bhosale

Abstract readReview
In one paragraph

Review in Plant communications, 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. 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

4 authors.

Tino ColombiSchool of Biosciences, University of Nottingham, LE12 5RD Nottingham, UK. Electronic address: tino.colombi@nottingham.ac.uk.
Alix VidalSoil Biology Group, Wageningen University and Research, AA 6700 Wageningen, the Netherlands.
Hannah V CooperSchool of Biosciences, University of Nottingham, LE12 5RD Nottingham, UK.
Rahul A BhosaleSchool of Biosciences, University of Nottingham, LE12 5RD Nottingham, UK. Electronic address: rahul.bhosale@nottingham.ac.uk.

Funding

Biotechnology and Biological Sciences Research Council BB/S011102/1Biotechnology and Biological Sciences Research Council BBS/E/RH/230001ABiotechnology and Biological Sciences Research Council BBS/E/RH/230003BBiotechnology and Biological Sciences Research Council BB/X014843/1Biotechnology and Biological Sciences Research Council BB/X018806/1
6 · The paper itself

Abstract

Soils exhibit remarkable spatial heterogeneity in environmental conditions, which plants perceive at the levels of the whole root system, individual roots, and root tissues. Cropping practices aimed at reducing the environmental footprint of agriculture are likely to intensify this heterogeneity, highlighting the urgent need to adapt crops to heterogeneous soil environments. Recent advances in soil imaging and spatial omics offer unprecedented opportunities to decipher the molecular, physiological, and ecological processes that underpin plant-soil interactions. In this review, we explore the substantial yet largely untapped potential of integrating soil imaging with spatial omics to uncover the fundamental mechanisms that control root foraging in heterogeneous soils. We present an overview of key imaging and molecular approaches that have particular potential for revealing root foraging behavior. To demonstrate their capabilities for generating spatially explicit insights into root-soil interactions, we highlight selected case studies covering both biotic (beneficial and detrimental soil organisms) and abiotic (physical and chemical soil properties) factors. Finally, we outline a workflow for integrating spatial omics with soil imaging through vertical integration of experimental studies across levels of environmental complexity, coupled with predictive modeling. Unlocking the full potential of these approaches will require linking molecular, physiological, and ecological mechanisms at the root-soil interface to whole-plant growth and crop productivity. These fundamental insights into the edaphic drivers of root foraging will be essential for guiding crop adaptation to future, more heterogeneous soil environments.

Indexed as

Plant RootsSoilSoilcorrelative imagingrhizosphereroot–soil interactionssoil heterogeneityspatial omics

Identifiers

PMID42104617
PMCPMC13370224

What OpenQuestion holds

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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.