Evidence map›Paper›PMID 42557505›Full record

ArticleInternational microbiology : the official journal of the Spanish Society for Microbiology2026

Diurnal dynamics of maize gene expression is associated with phyllosphere microbiome composition.

Renato Augusto Corrêa Dos Santos, Kelly Hidalgo-Martinez, Jorge Mario Muñoz-Perez, Daniel Joseph Laspisa, Chenxin Li, Lucas William Mendes, Diego Mauricio Riaño-Pachón, Jason G Wallace

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In one paragraph

Article in International microbiology : the official journal of the Spanish Society for Microbiology, 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
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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

8 authors.

Renato Augusto Corrêa Dos SantosComputational, Evolutionary and Systems Biology Laboratory, Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, SP, Brazil.ORCID http://orcid.org/0000-0003-0826-5479
Kelly Hidalgo-MartinezDivisão de Recursos Microbianos, Centro Pluridisciplinar de Pesquisas Químicas, Biológicas E Agrícolas (CPQBA), Universidade Estadual de Campinas (UNICAMP), Paulínia, CEP 13148-218, SP, Brazil.ORCID http://orcid.org/0000-0003-4607-3750
Jorge Mario Muñoz-PerezComputational, Evolutionary and Systems Biology Laboratory, Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, SP, Brazil.ORCID http://orcid.org/0000-0001-5403-0369
Daniel Joseph LaspisaCenter for Applied Genetic Technologies, University of Georgia, Athens, GA, 30602, USA.
Chenxin LiCenter for Applied Genetic Technologies, University of Georgia, Athens, GA, 30602, USA.ORCID http://orcid.org/0000-0002-6276-7712
Lucas William MendesCellular and Molecular Biology Laboratory, Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, SP, Brazil.ORCID http://orcid.org/0000-0003-0980-7006
Diego Mauricio Riaño-PachónComputational, Evolutionary and Systems Biology Laboratory, Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, SP, Brazil. diego.riano@cena.usp.br.ORCID http://orcid.org/0000-0001-9803-3465
Jason G WallaceCenter for Applied Genetic Technologies, University of Georgia, Athens, GA, 30602, USA.ORCID http://orcid.org/0000-0002-8937-6543

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bacterial communities play important roles in the plant phyllosphere. Both microbial communities and their hosts exhibit endogenous circadian rhythms while simultaneously responding to environmental changes across the diurnal cycle. However, the interaction between the host and microbiome is still poorly understood. Here, we exploit paired sequencing data of host transcriptome and microbiome derived from diverse maize genotypes in field conditions and under two contrasting diurnal periods. Expression patterns of known maize circadian clock genes were consistent with the expected sampling phases. Groups of co-expressed genes that responded to diurnal periods were associated with nucleic acid-binding, heat stress responses, and photosynthesis. Microbiome analysis revealed only modest differences in alpha diversity between midday and midnight samples. However, beta diversity indicated a significant shift in community composition. Co-occurrence network analysis identified keystone taxa specific to each time point, suggesting time-dependent ecological roles within the phyllosphere microbiome. Cross-correlation analyses between host gene expression and bacterial taxon abundance revealed a greater number of host-microbe associations during the night. Several canonical circadian clock genes significantly correlated with microbial taxa. Our findings provide initial evidence for diurnal associations between host gene expression and leaf-associated bacteriome, suggesting that maize diurnal transcriptional dynamics, including the activity of circadian clock genes, may contribute to shaping the composition and functional potential of the phyllosphere microbiome.

Indexed as

CornMicrobiomeOmics integrationPhyllosphereTranscriptomics

Identifiers

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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.