Paper · 2025 · International Journal of Molecular Sciences

Genome-Wide Association Study and Transcriptome Analysis Reveal Alkaline Stress-Responsive Genes in Bread Wheat (Triticum aestivum L.)

Xuelian Sun; Xin Kang; Jiayan Wang; et al.

11
claims
24
verbatim quotes
1
citations
3
research areas
✓
Open access · cc-by

Abstract

Alkaline stress, driven by high pH and carbonate accumulation, results in severe physiological damage in plants. While the molecular mechanisms underlying alkaline tolerance have been partially elucidated in many crops, they remain largely unexplored in wheat. We hypothesize that alkaline stress tolerance in wheat is genotype-dependent. This study employed an integrated multi-omics approach to assess alkaline stress responses, combining genome-wide association study (GWAS) and RNA-seq analyses. Systematic phenotyping revealed severe alkaline stress-induced root architecture remodeling-with 57% and 73% length reductions after 1- and 3-day treatments, respectively-across 258 accessions. Analysis of the GWAS results identified nine significant alkaline tolerance QTLs on chromosomes 1A, 3B, 3D, 4A, and 5B, along with 285 associated candidate genes. Using contrasting genotypes-Dingxi 38 (tolerant) and TDP.D-27 (sensitive)-as experimental materials, physiological analyses demonstrated that root elongation was less inhibited in Dingxi 38 under alkaline stress compared to TDP.D-27, with superior root integrity observed in the tolerant genotype. Concurrently, Dingxi 38 exhibited enhanced reactive oxygen species (ROS) scavenging capacity. Subsequent RNA-seq analysis identified differentially expressed genes (DEGs) involved in ion homeostasis, oxidative defense, and cell wall remodeling. Integrated GWAS and RNA-seq analyses allowed for the identification of seven high-confidence candidate genes, including transcription factors (MYB38, bHLH148), metabolic regulators (ATP-PFK3), and transporters (OCT7), elucidating a mechanistic basis for adaptation to alkaline conditions. These findings advance our understanding of alkaline tolerance in wheat and provide candidate targets for molecular breeding of saline- and alkaline-tolerant crops.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. 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 11

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

After 1-day alkaline treatment, root architecture length was reduced by 57%.

Taxon
Bread WheatTriticum aestivumt1
Treatment
alkaline stresse0
Outcome
lengthe1
Direction
reductionse1
Value
57%e1
Qualifier
after 1- and 3-day treatments, respectivelye1

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e0

“Systematic phenotyping revealed severe alkaline stress”

✓ located verbatim in the source · abstract, characters 500–554 · show in text ↑
e1

“with 57% and 73% length reductions after 1- and 3-day treatments, respectively”

✓ located verbatim in the source · abstract, characters 592–670 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

After 3-day alkaline treatment, root architecture length was reduced by 73%.

Taxon
Bread WheatTriticum aestivumt1
Treatment
alkaline stresse0
Outcome
lengthe1
Direction
reductionse1
Value
73%e1
Qualifier
after 1- and 3-day treatments, respectivelye1

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e0

“Systematic phenotyping revealed severe alkaline stress”

✓ located verbatim in the source · abstract, characters 500–554 · show in text ↑
e1

“with 57% and 73% length reductions after 1- and 3-day treatments, respectively”

✓ located verbatim in the source · abstract, characters 592–670 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

The GWAS identified nine significant alkaline tolerance QTLs on chromosomes 1A, 3B, 3D, 4A and 5B.

Taxon
Bread WheatTriticum aestivumt1
Gene
alkaline tolerance QTLse2
Outcome
significant alkaline tolerance QTLse2
Value
ninee2
Qualifier
on chromosomes 1A, 3B, 3D, 4A, and 5Be2

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e2

“Analysis of the GWAS results identified nine significant alkaline tolerance QTLs on chromosomes 1A, 3B, 3D, 4A, and 5B, along with 285 associated candidate genes”

✓ located verbatim in the source · abstract, characters 694–855 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

The GWAS associated 285 candidate genes with alkaline tolerance.

Taxon
Bread WheatTriticum aestivumt1
Gene
alkaline tolerance QTLse2
Outcome
associated candidate genese2
Value
285e2

Not reportedDirection

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e2

“Analysis of the GWAS results identified nine significant alkaline tolerance QTLs on chromosomes 1A, 3B, 3D, 4A, and 5B, along with 285 associated candidate genes”

✓ located verbatim in the source · abstract, characters 694–855 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Root elongation of Dingxi 38 was less inhibited than that of TDP.D-27 under alkaline stress.

Taxon
Bread WheatTriticum aestivumt1
Material
Dingxi 38e3
Treatment
alkaline stresse3
Outcome
root elongatione3
Direction
less inhibitede3
Comparator
TDP.D-27e3

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e3

“root elongation was less inhibited in Dingxi 38 under alkaline stress compared to TDP.D-27”

✓ located verbatim in the source · abstract, characters 999–1089 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

The tolerant genotype showed superior root integrity under alkaline stress.

Taxon
Bread WheatTriticum aestivumt1
Material
tolerant genotypee4
Outcome
root integritye4
Qualifier
superiore4

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e4

“with superior root integrity observed in the tolerant genotype”

✓ located verbatim in the source · abstract, characters 1091–1153 · show in text ↑
Observationobservedoriginal resultpositivemeasured

Claim · model-written summary

Dingxi 38 exhibited enhanced reactive oxygen species (ROS) scavenging capacity.

Taxon
Bread WheatTriticum aestivumt1
Material
Dingxi 38e5
Outcome
reactive oxygen species (ROS) scavenging capacitye5
Direction
enhancede5

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e5

“Dingxi 38 exhibited enhanced reactive oxygen species (ROS) scavenging capacity”

✓ located verbatim in the source · abstract, characters 1169–1247 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RNA-seq identified differentially expressed genes involved in ion homeostasis, oxidative defense and cell wall remodeling.

Taxon
Bread WheatTriticum aestivumt1
Outcome
differentially expressed genes (DEGs)e6
Qualifier
involved in ion homeostasis, oxidative defense, and cell wall remodelinge6

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e6

“differentially expressed genes (DEGs) involved in ion homeostasis, oxidative defense, and cell wall remodeling”

✓ located verbatim in the source · abstract, characters 1288–1398 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Integrated GWAS and RNA-seq analyses identified seven high-confidence candidate genes, including MYB38 and bHLH148.

Taxon
Bread WheatTriticum aestivumt1
Gene
MYB38, bHLH148e7
Outcome
high-confidence candidate genese7
Value
sevene7
Qualifier
metabolic regulators (ATP-PFK3), and transporters (OCT7)e7

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e7

“Integrated GWAS and RNA-seq analyses allowed for the identification of seven high-confidence candidate genes, including transcription factors (MYB38, bHLH148), metabolic regulators (ATP-PFK3), and transporters (OCT7)”

✓ located verbatim in the source · abstract, characters 1400–1616 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

The integrated analysis elucidates a mechanistic basis for wheat adaptation to alkaline conditions.

Taxon
Bread WheatTriticum aestivumt1
Outcome
adaptation to alkaline conditionse2
Qualifier
elucidating a mechanistic basise2

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e2

“elucidating a mechanistic basis for adaptation to alkaline conditions”

✓ located verbatim in the source · abstract, characters 1618–1687 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

The authors suggest the candidate genes as targets for molecular breeding of alkaline-tolerant wheat.

Taxon
Bread WheatTriticum aestivumt1
Outcome
candidate targets for molecular breedinge2

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

t1

“Bread Wheat (Triticum aestivum L.)”

✓ located verbatim in the source · title, characters 100–134 · show in text ↑
e2

“provide candidate targets for molecular breeding”

✓ located verbatim in the source · abstract, characters 1765–1813 · show in text ↑

alkalinity · growth · Triticum aestivum (wheat)Positive and negative results

16 papers: 5 positive, 11 negative or no effect

4 papers in the same direction as this paper · 11 in the opposite direction

  1. negative
  2. negative
  3. negative

12 papers more in this group

See all 16 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.