Evidence map›Paper›PMID 42533345›Full record

ArticleBMC biology2026

Nanopore sequencing reveals coordinated host and microbiome responses across barley genotypes.

Bennet Rohan Fernando Devasahayam, Thomas McNeil, Tesfaye Wubet, Thomas Schmutzer

Abstract read
In one paragraph

Article in BMC biology, 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

4 authors.

Bennet Rohan Fernando DevasahayamBreeding Informatics, Chair of Plant Breeding, Faculty of Natural Sciences III, Martin Luther University Halle-Wittenberg, Karl-Freiherr-von-Fritsch-Str. 4, Halle (Saale), 06120, Germany.ORCID 0000-0002-8066-0425
Thomas McNeilDepartment of Community Ecology, Helmholtz Centre for Environmental Research-UFZ, Theodor-Lieser-Str. 4, Halle (Saale), 06120, Germany.ORCID 0009-0001-8453-6317
Tesfaye WubetDepartment of Community Ecology, Helmholtz Centre for Environmental Research-UFZ, Theodor-Lieser-Str. 4, Halle (Saale), 06120, Germany.ORCID 0000-0001-8572-4486
Thomas SchmutzerBreeding Informatics, Chair of Plant Breeding, Faculty of Natural Sciences III, Martin Luther University Halle-Wittenberg, Karl-Freiherr-von-Fritsch-Str. 4, Halle (Saale), 06120, Germany. thomas.schmutzer@landw.uni-halle.de.ORCID 0000-0003-1073-6719

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBarley (Hordeum vulgare L.) provides a suitable model for studying domestication-driven plant-microbiome interactions. Although wild, landrace, and modern genotypes host distinct rhizosphere communities, the extent to which roots and microbes reciprocally influence each other remains unclear. Here, we applied an integrated multi-omics approach combining long-read metagenomics, root transcriptomics, and plant genomics to understand genotype-specific host-microbiome coordination.

resultsOxford Nanopore whole metagenome sequencing (WMS) revealed genotype-associated shifts in rhizosphere communities across seasons. Functional profiling showed a conserved metabolic backbone including amino acid metabolism, energy production, and secondary metabolite biosynthesis, alongside genotype-dependent variation in carbohydrate metabolism and transport-associated pathways. Genome-resolved analysis through metagenome-assembled genomes (MAGs) further detailed the taxonomic and functional architecture of key rhizosphere lineages. Root transcriptome profiling identified extensive differential expression associated with microbial perception, signaling, defense, and metabolic processes. Integration of host and microbiome data revealed coordinated molecular patterns, indicating that barley genotypes are associated with distinct microbial assemblages and corresponding transcriptional responses.

conclusionsThese findings indicate that domestication has shaped coordinated associations between barley genotypes and their rhizosphere microbiomes, reflected in both microbial community composition and host transcriptional regulation. This work provides new insights into the evolutionary tuning of plant-microbiome relationships and highlights opportunities for microbiome-informed strategies in barley improvement.

Indexed as

GenotypeHordeumMicrobiotaMetagenomeMetagenomicsNanopore SequencingPlant RootsRhizosphereTranscriptomeHost-microbiome interactionsLong-read nanopore sequencingMetagenomicsRhizosphere microbiomeTranscriptomics

Identifiers

PMID42533345
PMCPMC13425779

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.