Paper · 2025 · The Crop Journal

Single-cell nuclear transcriptomics reveal root tip adaptations to nitrogen scarcity in wheat

Chuangbei Hai; Yan Li; Chaojun Peng; et al.

8
claims
18
verbatim quotes
5
citations
4
research areas
✓
Open access · cc-by-nc-nd

Abstract

Roots play a critical role in acquisition and utilization of nitrogen in wheat, influencing nitrogen use efficiency (NUE), and ultimately determining yield. However, the detailed responses of root tips to fluctuations in nitrogen availability and the underlying regulatory mechanisms enabling adaptation to nitrogen-limited conditions, remain elusive. In this study, we used single-cell nuclear transcriptomics of the high-nitrogen utilization variety (HNV) Zhengmai 1860 (ZM1860) to construct a comprehensive map of root tip cells under both controlled and nitrogen starvation (N-starv) conditions. Identification of various cell types and their associated genes highlighted the diversity of cellular processes. Using single-nucleus consensus weighted gene co-expression network analysis (hdWGCNA), we identified key modules central to nitrogen metabolism. These identified the prominent role of epidermal cells (EC). The gene TaGS1.2 , which is involved in glutamine synthesis, exhibited increased expression under nitrogen-deficient conditions, validating its functional significance in nutrient acquisition. Serving as a key functional gene that adapts to nitrogen-deficient conditions this gene also positively regulated root development. Analysis of the transcriptional regulatory network in EC further revealed the pivotal role of TaGS1.2 in the nitrogen metabolism network. We also uncovered mechanisms that enhance cell-to-cell communication in nitrogen-deficient environments by identifying specific receptors. Single-cell nuclear transcriptome mapping offers valuable insights into the complex responses of root tip cells to nitrogen scarcity and guides future breeding strategies aimed at developing more nitrogen-efficient wheat varieties.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 8

Method / resourceobservedoriginal resultbasis n/a

Claim · model-written summary

The study generated a root-tip single-cell map for Zhengmai 1860 under control and nitrogen starvation conditions.

Material
Zhengmai 1860e1
Organ / stage
root tip cellse0
Outcome
comprehensive map of root tip cellse0
Comparator
controllede0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“construct a comprehensive map of root tip cells under both controlled and nitrogen starvation (N-starv) conditions”

✓ located verbatim in the source · abstract, characters 484–598 · show in text ↑
e1

“Zhengmai 1860 (ZM1860)”

✓ located verbatim in the source · abstract, characters 458–480 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The single-cell analysis identified diverse root-tip cell types and associated genes.

Organ / stage
cell typese0
Outcome
various cell types and their associated genese0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Identification of various cell types and their associated genes highlighted the diversity of cellular processes”

✓ located verbatim in the source · abstract, characters 600–711 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The analysis identified key modules central to nitrogen metabolism.

Outcome
key modules central to nitrogen metabolisme0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“we identified key modules central to nitrogen metabolism”

✓ located verbatim in the source · abstract, characters 800–856 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Epidermal cells had a prominent role in the identified nitrogen metabolism network.

Organ / stage
epidermal cellse0
Outcome
prominent role of epidermal cellse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“These identified the prominent role of epidermal cells (EC)”

✓ located verbatim in the source · abstract, characters 858–917 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

TaGS1.2 expression increased under nitrogen-deficient conditions.

Treatment
nitrogen-deficient conditionse0
Gene
TaGS1.2e0
Outcome
expressione0
Direction
increasede0

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“TaGS1.2 , which is involved in glutamine synthesis, exhibited increased expression under nitrogen-deficient conditions”

✓ located verbatim in the source · abstract, characters 928–1046 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

TaGS1.2 positively regulated root development.

Organ / stage
roote0
Gene
TaGS1.2e1
Outcome
root developmente0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“this gene also positively regulated root development”

✓ located verbatim in the source · abstract, characters 1190–1242 · show in text ↑
e1

“The gene TaGS1.2”

✓ located verbatim in the source · abstract, characters 919–935 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

The epidermal-cell transcriptional network revealed a pivotal role for TaGS1.2 in nitrogen metabolism.

Gene
TaGS1.2e0
Outcome
pivotal role of TaGS1.2 in the nitrogen metabolism networke0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“transcriptional regulatory network in EC further revealed the pivotal role of TaGS1.2 in the nitrogen metabolism network”

✓ located verbatim in the source · abstract, characters 1260–1380 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Specific receptors were identified as mediators of enhanced cell-to-cell communication in nitrogen deficiency.

Treatment
nitrogen-deficient environmentse0
Outcome
cell-to-cell communicatione0
Qualifier
specific receptorse0

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Triticum aestivum
Triticum aestivum · TaxonRasbak · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“mechanisms that enhance cell-to-cell communication in nitrogen-deficient environments by identifying specific receptors”

✓ located verbatim in the source · abstract, characters 1400–1519 · show in text ↑
t0

“wheat”

✓ located verbatim in the source · title, characters 88–93 · show in text ↑

nitrogen · molecular: expression · Triticum aestivum (wheat)Positive and negative results

37 papers: 26 positive, 11 negative or no effect

10 papers in the same direction as this paper · 26 in the opposite direction

This paper is about lacking the nutrient, so it counts the other way round here.

  1. positive
  2. positive
  3. positive

33 papers more in this group

See all 37 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.