Evidence map›Paper›PMID 41133438›Full record

ArticlePlant biotechnology journal2026

Cell-Type-Specific and Variety-Specific Responses to Salt Stress in Wheat Root Revealed by Single-Cell Transcriptomics.

Lin Du, Wenqiu Pan, Yali Song, Fuyan Liu, Yanzhe Jia, Cai Wei, Xinchun Li, Yong Hou, Xiaojun Nie, Hai-Xi Sun and 1 more

Abstract read
In one paragraph

Article in Plant biotechnology journal, 2026. 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. Review
  2. Review
  3. Article
  4. Review
  5. 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

11 authors.

Lin DuCollege of Life Sciences, University of Chinese Academy of Sciences, Beijing, China.
Wenqiu PanState Key Laboratory of Crop Stress Resistance and High Efficiency Production, College of Agronomy and Wheat Research Institute, Northwest A&F University, Yangling, Shaanxi, China.
Yali SongBGI Research, Beijing, China.
Fuyan LiuOmicsGang Biotechnology Corporation, Beijing, China.
Yanzhe JiaState Key Laboratory of Crop Stress Resistance and High Efficiency Production, College of Agronomy and Wheat Research Institute, Northwest A&F University, Yangling, Shaanxi, China.
Cai WeiBGI Research, Beijing, China.
Xinchun LiClin Lab, BGI Genomics, Tianjin, China.
Yong HouCollege of Life Sciences, University of Chinese Academy of Sciences, Beijing, China.
Xiaojun NieState Key Laboratory of Crop Stress Resistance and High Efficiency Production, College of Agronomy and Wheat Research Institute, Northwest A&F University, Yangling, Shaanxi, China.ORCID https://orcid.org/0000-0002-4787-7550
Hai-Xi SunCollege of Life Sciences, University of Chinese Academy of Sciences, Beijing, China.
Jingmin KangBGI Research, Beijing, China.ORCID https://orcid.org/0009-0006-5901-5268

Funding

Major Project on Agricultural Bio-breeding of China 2023ZD04026National Key R&D Program of China 2023YFC3402200National Science Foundation of China 32372100National Science Foundation of China U22A20457
6 · The paper itself

Abstract

Soil salinization threatens the yield and quality of wheat. Roots are critical for the salt stress response, yet their cell-type-specific mechanisms remain unclear. We conducted the first single-nucleus RNA sequencing analysis of wheat root tips from salt-sensitive (CS) and -tolerant (DK) varieties under salt stress, profiling 188 270 high-quality root cells. Seventeen cell types were identified and validated using reported marker genes and reference atlases. Cell-type-specific analyses found that root hair cells exhibited the strongest association with salt stress, with variety-specific transcriptional changes potentially contributing to DK's superior salt tolerance. Comparative gene profiling of root hair cells highlighted that CS prioritized rapid stress signaling and osmolyte accumulation, whereas DK emphasized metabolic reprogramming and cellular repair mechanisms. Pseudotime analysis pinpointed TaGSTU1-5B as a key candidate for wheat salt tolerance, and it was validated as improving salt tolerance by mediating ROS scavenging by overexpression. Additionally, subgenomic analysis revealed that salt stress enhanced asymmetric expression of the homeologs in polyploid wheat roots, and A- and D-dominant homologs were more related to salt response. This study reports the first single-cell atlas of salt-stressed wheat roots, uncovering cell-type-specific and variety-specific salt responses, providing novel insights into the molecular basis of salt adaptation and tolerance in wheat.

Indexed as

Plant RootsSalt StressTranscriptomeTriticumGene Expression ProfilingGene Expression Regulation, PlantSalt ToleranceSingle-Cell AnalysisDK961salt stresstranscriptomic landscapetranscriptomic trajectorieswheat root

Identifiers

PMID41133438
PMCPMC12946467

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.