Evidence map›Paper›PMID 41174182›Full record

ArticleCommunications biology2025

Transcriptomic response analysis of rubber tree saplings to water-deficit stress at single-cell resolution.

Chengwen Gao, Changli Mao, Ziyan Liu, Cheng Zheng, Ni Liu, Chenwanli Li, Xiaoran Qian, Jinchao Tang, Yingfeng Niu, Jin Liu

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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.

Chengwen Gao *Medical Research Center, The Affiliated Hospital of Qingdao University, Qingdao, China.ORCID http://orcid.org/0000-0001-7694-8023
Changli Mao *Yunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Ziyan LiuYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Cheng ZhengYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Ni LiuYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Chenwanli LiYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Xiaoran QianYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Jinchao TangYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China.
Yingfeng NiuYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China. niuyingfeng@163.com.ORCID http://orcid.org/0000-0001-9890-278X
Jin LiuYunnan Key Laboratory of Sustainable Utilization Research on Rubber Tree, National Key Laboratory for Biological Breeding of Tropical Crops, Yunnan Institute of Tropical Crops, Xishuangbanna, China. liujin06@126.com.ORCID http://orcid.org/0000-0001-6763-2537

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rubber tree (Hevea brasiliensis) is increasingly affected by climate change, particularly by intensified water-deficit stress, which impacts latex yield and plantation productivity. Understanding how rubber trees adapt to water-deficit stress at the molecular level is crucial for improving their resilience. In this study, we generate a high-resolution single-cell transcriptomic atlas to investigate the cellular and molecular mechanisms underlying the response of rubber tree bark to water-deficit stress. Using droplet-based single-cell RNA sequencing, we profile 17,994 individual cells isolated from control, 4-day, and 7-day drought-stressed bark tissues. We characterize seven major cell types with 12 transcriptionally distinct cell clusters. Differential gene expression analysis reveals significant transcriptional changes, with a notable upregulation of genes involved in abscisic acid (ABA) signaling, metabolic adaptation, and stress response pathways. Additionally, we find that the ABF transcription factors (ABF2, ABF3, and ABF4) are consistently upregulated across all major cell types in response to water-deficit stress. These findings offer valuable insights into the cellular and molecular mechanisms that enable rubber trees to adapt to drought, providing a foundation for future efforts aimed at enhancing drought tolerance in this important economic species.

Indexed as

Gene Expression Regulation, PlantHeveaStress, PhysiologicalTranscriptomeDroughtsGene Expression ProfilingPlant BarkPlant ProteinsSingle-Cell AnalysisTranscription FactorsPlant ProteinsTranscription Factors

Identifiers

PMID41174182
PMCPMC12579256

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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.