Evidence map›Paper›PMID 42393016›Full record

ArticleThe New phytologist2026

Drought and salinity stress remodel Asian rice (Oryza sativa) leaf development through cell-type-specific regulatory programs.

Sean M Robertson, Obaid Maqsood, Chi Dang, Asher Pasha, Claudio Stasolla, Nicholas J Provart, Olivia Wilkins

Abstract read
In one paragraph

Article in The New phytologist, 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

7 authors.

Sean M RobertsonDepartment of Biological Sciences, University of Manitoba, Winnipeg, MB, R3T 2N2, Canada.ORCID https://orcid.org/0000-0003-0233-4154
Obaid MaqsoodDepartment of Biological Sciences, University of Manitoba, Winnipeg, MB, R3T 2N2, Canada.ORCID https://orcid.org/0009-0002-4241-6357
Chi DangDepartment of Biological Sciences, University of Manitoba, Winnipeg, MB, R3T 2N2, Canada.ORCID https://orcid.org/0000-0002-8553-7653
Asher PashaDepartment of Cell & Systems Biology/Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, ON, M5S 3G5, Canada.ORCID https://orcid.org/0000-0002-9315-0520
Claudio StasollaDepartment of Plant Science, University of Manitoba, Winnipeg, MB, R3T 2N2, Canada.ORCID https://orcid.org/0000-0002-9531-4437
Nicholas J ProvartDepartment of Cell & Systems Biology/Centre for the Analysis of Genome Evolution and Function, University of Toronto, Toronto, ON, M5S 3G5, Canada.ORCID https://orcid.org/0000-0001-5551-7232
Olivia WilkinsDepartment of Biological Sciences, University of Manitoba, Winnipeg, MB, R3T 2N2, Canada.ORCID https://orcid.org/0000-0001-9762-7069

Funding

Canada Foundation for Innovation 40487Natural Sciences and Engineering Research Council of Canada ALLRP 597259-24Natural Sciences and Engineering Research Council of Canada RGPIN-2024-04883Social Sciences and Humanities Research Council of Canada 2007-2024-1003
6 · The paper itself

Abstract

Osmotic stressors impair tissue expansion and slow crop development, which can ultimately reduce yield. The mechanisms through which dividing and differentiating cells perceive, integrate, and respond to stress are not well understood. To explore this knowledge gap, we assessed Asian rice (Oryza sativa) seedling responses to drought and salinity stress by performing single-nucleus transcriptome analyses on developing leaves and by assaying ion distribution using ICP-MS and CoroNa Green staining. With a dataset of > 125 000 high-quality nuclei, we identified transcriptome signatures of developmental trajectories for each of the major tissue systems, from their origin as dividing cells in the shoot apical meristem to mature cells in epidermal, mesophyll, and vascular tissues. We explored the extensive heterogeneity between cell types with respect to their responses to stress by developing an ensemble-based Perturbation Index and a tool for visualizing pseudobulk expression data and characterizing regulatory modules for different stress responses. Transcriptionally, moderate stress perturbs cells early in development and induces regulatory networks that inhibit cell division, whereas mild stressors primarily disrupt gene expression in differentiated tissues. Overall, these results indicate that leaf development occurring in salt and drought stress conditions is the product of a complex interplay of developmental, environmental, and cell-type contexts.

Indexed as

DroughtsOryzaPlant LeavesSalinitySalt StressGene Expression ProfilingGene Expression Regulation, PlantGene Regulatory NetworksOrgan SpecificitySeedlingsStress, PhysiologicalTranscriptomedroughtgene regulatory networksleaf developmentosmotic stressricesalt stresssingle‐nucleus RNA‐seq

Identifiers

PMID42393016
PMCPMC13669795

What OpenQuestion holds

Textmetadata
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.