Evidence map›Paper›PMID 40033544›Full record

ArticleThe New phytologist2025

Dual and spatially resolved drought responses in the Arabidopsis leaf mesophyll revealed by single-cell transcriptomics.

Rubén Tenorio Berrío, Eline Verhelst, Thomas Eekhout, Carolin Grones, Lieven De Veylder, Bert De Rybel, Marieke Dubois

Abstract read
In one paragraph

Article in The New phytologist, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Article
  2. TheInternational journal of molecular sciences · 2026
    Article
  3. Review
  4. Review
  5. Review
  6. Review
  7. Article
  8. Article
  9. Article
  10. Cell-specific dedifferentiation inbioRxiv : the preprint server for biology · 2026
    Article
  11. Review
  12. Review
  13. Single-cell metabolome and RNA-seq multiplexing on single plant cells.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  14. Article
  15. Article
  16. 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

7 authors.

Rubén Tenorio BerríoDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0002-8033-5841
Eline VerhelstDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0002-7946-6270
Thomas EekhoutDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0002-2878-1553
Carolin GronesDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0002-8962-3778
Lieven De VeylderDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0003-1150-4426
Bert De RybelDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0002-9551-042X
Marieke DuboisDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, 9052, Belgium.ORCID 0000-0002-5190-2130

Funding

Bijzonder Onderzoeksfonds UGent BOF08/01M00408European Research Council PIPELINES (101043257)Fonds Wetenschappelijk Onderzoek 12Q7923NVIB TechWatch
6 · The paper itself

Abstract

Drought stress imposes severe challenges on agriculture by impacting crop performance. Understanding drought responses in plants at a cellular level is a crucial first step toward engineering improved drought resilience. However, the molecular responses to drought are complex as they depend on multiple factors, including the severity of drought, the profiled organ, its developmental stage or even the cell types therein. Thus, deciphering the transcriptional responses to drought is especially challenging. In this study, we investigated tissue-specific responses to mild drought (MD) in young Arabidopsis thaliana (Arabidopsis) leaves using single-cell RNA sequencing (scRNA-seq). To preserve transcriptional integrity during cell isolation, we inhibited RNA synthesis using the transcription inhibitor actinomycin D, and demonstrated the benefits of transcriptome fixation for studying mild stress responses at a single-cell level. We present a curated and validated single-cell atlas, comprising 50 797 high-quality cells from almost all known cell types present in the leaf. All cell type annotations were validated with a new library of reporter lines. The curated data are available to the broad community in an intuitive tool and a browsable single-cell atlas (http://www.single-cell.be/plant/leaf-drought). We show that the mesophyll contains two spatially separated cell populations with distinct responses to drought: one enriched in canonical abscisic acid-related drought-responsive genes, and another one enriched in genes involved in iron starvation responses. Our study thus reveals a dual adaptive mechanism of the leaf mesophyll in response to MD and provides a valuable resource for future research on stress responses.

Indexed as

ArabidopsisDroughtsGene Expression ProfilingMesophyll CellsPlant LeavesSingle-Cell AnalysisTranscriptomeGene Expression Regulation, PlantReproducibility of ResultsStress, PhysiologicalArabidopsis thalianadroughtleafmesophyllsingle‐cell RNA sequencingtranscriptome changes

Identifiers

PMID40033544
PMCPMC11982798

What OpenQuestion 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 OpenQuestion graph.