Paper · 2026 · Horticulturae

Integrated Analysis of Physiological, Transcriptomic, and Metabolomic Data Reveals the Drought Response Mechanism in Cabbage

Huiru Wang; Yanming Gao; Yune Cao; et al.

8
claims
16
verbatim quotes
0
citations
2
research areas
✓
Open access · cc-by

Abstract

Under global climate change, cabbage (Brassica oleracea var. capitata), a major vegetable crop, is increasingly exposed to intermittent and fluctuating drought stress. A multi-level investigation of its adaptive strategies under water-deficit conditions is therefore essential for a comprehensive understanding of drought tolerance and for accelerating genetic breeding programs. In this study, the drought-resistant cultivar ‘ZG-628’ and the drought-sensitive cultivar ‘ZG-21’ were selected based on seed germination indices. Integrated physiological measurements, transcriptomic profiling, and metabolomic analyses were conducted to systematically compare their responses to drought stress. The results showed that the drought-resistant genotype ‘ZG-628’ maintained better water status, exhibited higher antioxidant enzyme activities, and accumulated greater levels of osmotic regulators under drought conditions. In addition, ‘ZG-628’ preserved higher chlorophyll content and photosynthetic efficiency than the sensitive genotype. At the molecular level, ‘ZG-628’ primarily responded to drought through key components of the abscisic acid (ABA) signaling pathway, including PYL, PP2C, and SnRK2. Metabolomic analysis further revealed preferential accumulation of flavonoids and ABA-related metabolites ‘ZG-628’, accompanied by specific activation of the “flavonoid and flavonol biosynthesis” pathway. Integrated multi-omics analysis indicated that plant hormone signal transduction was the most significantly enriched pathway among drought-responsive differentially expressed genes. Overall, this study systematically elucidates the coordinated multi-omics mechanisms underlying drought resistance in cabbage and provides both a theoretical basis and potential molecular targets for breeding drought-tolerant cabbage varieties.

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 8

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Drought-resistant ZG-628 maintained better water status under drought conditions.

Material
ZG-628e0
Treatment
drought conditionse0
Outcome
water statuse0
Direction
bettere0

Not reportedComparator

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e0

“The results showed that the drought-resistant genotype ‘ZG-628’ maintained better water status, exhibited higher antioxidant enzyme activities, and accumulated greater levels of osmotic regulators under drought conditions”

✓ located verbatim in the source · abstract, characters 693–914 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ZG-628 exhibited higher antioxidant enzyme activities under drought conditions.

Material
ZG-628e0
Treatment
drought conditionse0
Outcome
antioxidant enzyme activitiese0
Direction
highere0

Not reportedComparator

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e0

“The results showed that the drought-resistant genotype ‘ZG-628’ maintained better water status, exhibited higher antioxidant enzyme activities, and accumulated greater levels of osmotic regulators under drought conditions”

✓ located verbatim in the source · abstract, characters 693–914 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

ZG-628 accumulated greater levels of osmotic regulators under drought conditions.

Material
ZG-628e0
Treatment
drought conditionse0
Outcome
osmotic regulatorse0
Direction
greater levelse0

Not reportedComparator

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e0

“The results showed that the drought-resistant genotype ‘ZG-628’ maintained better water status, exhibited higher antioxidant enzyme activities, and accumulated greater levels of osmotic regulators under drought conditions”

✓ located verbatim in the source · abstract, characters 693–914 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

ZG-628 preserved higher chlorophyll content and photosynthetic efficiency than the sensitive genotype.

Material
ZG-628e1
Outcome
chlorophyll content and photosynthetic efficiencye1
Direction
highere1
Comparator
the sensitive genotypee1

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e1

“In addition, ‘ZG-628’ preserved higher chlorophyll content and photosynthetic efficiency than the sensitive genotype”

✓ located verbatim in the source · abstract, characters 916–1032 · show in text ↑
Mechanismauthor interpretationoriginal resultmeasured

Claim · model-written summary

ZG-628 responded to drought through key abscisic acid (ABA) signalling components PYL, PP2C and SnRK2.

Material
ZG-628e2
Gene
PYL, PP2C, and SnRK2e2
Compound
abscisic acid (ABA)e2
Outcome
primarily responded to droughte2

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e2

“At the molecular level, ‘ZG-628’ primarily responded to drought through key components of the abscisic acid (ABA) signaling pathway, including PYL, PP2C, and SnRK2”

✓ located verbatim in the source · abstract, characters 1034–1197 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

ZG-628 showed preferential accumulation of flavonoids and ABA-related metabolites.

Material
ZG-628e3
Compound
flavonoidse3
Outcome
accumulation of flavonoids and ABA-related metabolitese3
Direction
preferential accumulatione3

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e3

“Metabolomic analysis further revealed preferential accumulation of flavonoids and ABA-related metabolites ‘ZG-628’, accompanied by specific activation of the “flavonoid and flavonol biosynthesis” pathway”

✓ located verbatim in the source · abstract, characters 1199–1402 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

The flavonoid and flavonol biosynthesis pathway was specifically activated in ZG-628.

Material
ZG-628e3
Outcome
flavonoid and flavonol biosynthesise3
Direction
specific activatione3

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e3

“Metabolomic analysis further revealed preferential accumulation of flavonoids and ABA-related metabolites ‘ZG-628’, accompanied by specific activation of the “flavonoid and flavonol biosynthesis” pathway”

✓ located verbatim in the source · abstract, characters 1199–1402 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Plant hormone signal transduction was the most significantly enriched pathway among drought-responsive differentially expressed genes.

Outcome
plant hormone signal transductione4
Qualifier
most significantly enriched pathwaye4

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

Brassica oleracea var. capitata
Brassica oleracea var. capitata · TaxonThamizhpparithi Maari · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Cabbage”

✓ located verbatim in the source · title, characters 117–124 · show in text ↑
e4

“plant hormone signal transduction was the most significantly enriched pathway among drought-responsive differentially expressed genes”

✓ located verbatim in the source · abstract, characters 1451–1584 · show in text ↑

drought · physiology: water · Brassica oleracea (wild cabbage)Positive and negative results

7 papers: 1 positive, 6 negative or no effect

6 in the opposite direction

  1. negative
  2. negative
  3. negative

3 papers more in this group

See all 7 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.