Evidence map›Paper›PMID 40091436›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Hierarchical Regulatory Networks Reveal Conserved Drivers of Plant Drought Response at the Cell-Type Level.

Moyang Liu, Yuanyuan Xu, Yue Song, Dongying Fan, Junpeng Li, Zhen Zhang, Lujia Wang, Juan He, Cheng Chen, Chao Ma

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Comparative Transcriptomic Analysis of Water-Deficit Responses inInternational journal of molecular sciences · 2026
    Article
  2. Review
  3. Review
  4. Article
  5. Progress in Molecular Plant Science (2023-2025).Current issues in molecular biology · 2025
    Article
  6. Review
  7. 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

10 authors.

Moyang LiuSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Yuanyuan XuSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Yue SongSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Dongying FanSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Junpeng LiSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Zhen ZhangSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Lujia WangSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Juan HeSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Cheng ChenSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Chao MaSchool of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China.ORCID https://orcid.org/0000-0001-6111-494X

Funding

Earmarked fund for CARS-29Key Project for Synthetic Biology of Shanghai 24HC2810800National Natural Science Foundation of China 32101682National Natural Science Foundation of China 32122076National Natural Science Foundation of China 32170333National Natural Science Foundation of China 32341041Shanghai Agricultural Science and Technology Innovation Program 2023-02-08-00-12-F04607
6 · The paper itself

Abstract

Drought is a critical environmental challenge affecting plant growth and productivity. Understanding the regulatory networks governing drought response at the cellular level remains an open question. Here, a comprehensive multi-omics integration framework that combines transcriptomic, proteomic, epigenetic, and network-based analyses to delineate cell-type-specific regulatory networks involved in plant drought response is presented. By analyzing nearly 30 000 multi-omics data samples across species, unique insights are revealed into conserved drought responses and cell-type-specific regulatory dynamics, leveraging novel integrative analytical workflows. Notably, CIPK23 emerges as a conserved protein kinase mediating drought tolerance through interactions with CBL4, as validated by yeast two-hybrid and BiFC assays. Experimental validation in Arabidopsis thaliana and Vitis vinifera confirms the functional conservation of CIPK23, which enhances drought resistance in overexpression lines. In addition, the authors' causal network analysis pinpoints critical regulatory drivers such as NLP7 and CIPK23, providing insights into the molecular mechanisms of drought adaptation. These findings advance understanding of plant drought tolerance and offer potential targets for improving crop resilience across diverse species.

Indexed as

ArabidopsisDroughtsGene Regulatory NetworksGene Expression Regulation, PlantPlant ProteinsProteomicsStress, PhysiologicalVitisPlant ProteinsAlphaFold 3CIPK‐CBLconserved mechanismdrought responsekey drivermulti omics

Identifiers

PMID40091436
PMCPMC12079547

What OpenQuestion holds

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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.