Paper · 2025 · Industrial Crops and Products

Integrated transcriptomic and metabolomic analysis reveals the molecular mechanisms of cadmium stress response in rapeseed (Brassica napus L.): Insights into glutathione and sulfur metabolism pathways

Haiyan Zhang; Jingdong Chen; Wen Wang; et al.

9
claims
18
verbatim quotes
4
citations
2
research areas
✓
Open access · cc-by-nc

Abstract

Cadmium (Cd) is one of the heavy metal pollutants in soil. Cd stress affects the growth and development of rapeseed and significantly reduces its yield and quality. Here, we conducted a comprehensive analysis combining transcriptomic and metabolomic analyses to explore the molecular mechanisms of rapeseed response to Cd stress. The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd. Seedlings exposed to Cd (0–400 μM) exhibited dose-dependent growth inhibition alongside increased proline accumulation and elevated superoxide dismutase (SOD) and peroxidase (POD) activities. Integrated analysis revealed that differentially expressed genes (DEGs) and differentially accumulated metabolites (DAMs) in roots were predominantly enriched in glutathione (GSH) metabolism, glucosinolate (GSL) biosynthesis, ABC transporters, and phenylpropanoid biosynthesis pathways. In shoots, DEGs and DAMs were primarily associated with MAPK signaling, GSH metabolism, and photosynthesis. Further analysis indicated that Cd stress redirected sulfur flux toward GSH metabolism at the expense of GSL biosynthesis. Moreover, genetic transformation experiments demonstrated that overexpression of BnaMYB28 enhanced Cd tolerance by promoting GSH and sulfur metabolism. Our findings elucidate the molecular response mechanism of rapeseed to Cd stress and provide a foundation for improving Cd tolerance. • Cd stress inhibited the growth of rapeseed. • Cd stress increased proline content and the activity of SOD and POD. • Phenylpropanoid biosynthesis, GSH metabolism, and MAPK pathway were induced under Cd stress. • Cd stress facilitated GSH metabolism and inhibited glucosinolate biosynthesis. • Overexpression of BnaMYB28 promoted sulfur metabolism and enhanced Cd tolerance.

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Claims 9

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Cd stress inhibited rapeseed seedling growth in a dose-dependent manner

Taxon
rapeseede1
Treatment
Cd (0–400 μM)e2
Outcome
growthe2
Direction
inhibitione2

Not reportedComparator

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e2

“Seedlings exposed to Cd (0–400 μM) exhibited dose-dependent growth inhibition”

✓ located verbatim in the source · abstract, characters 425–502 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cd stress increased proline accumulation in rapeseed seedlings

Taxon
rapeseede1
Treatment
Cde1
Outcome
proline accumulatione3
Direction
increasede3

Not reportedComparator

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e3

“increased proline accumulation and elevated superoxide dismutase (SOD) and peroxidase (POD) activities”

✓ located verbatim in the source · abstract, characters 513–615 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Cd stress elevated superoxide dismutase and peroxidase activities in rapeseed seedlings

Taxon
rapeseede1
Treatment
Cde1
Outcome
superoxide dismutase (SOD) and peroxidase (POD) activitiese3
Direction
elevatede3

Not reportedComparator

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e3

“increased proline accumulation and elevated superoxide dismutase (SOD) and peroxidase (POD) activities”

✓ located verbatim in the source · abstract, characters 513–615 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Glutathione metabolism, glucosinolate biosynthesis and ABC transporter pathways were enriched in rapeseed roots under Cd stress

Taxon
rapeseede1
Organ / stage
rootse4
Outcome
glutathione (GSH) metabolism, glucosinolate (GSL) biosynthesis, ABC transporterse4

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e4

“in roots were predominantly enriched in glutathione (GSH) metabolism, glucosinolate (GSL) biosynthesis, ABC transporters, and phenylpropanoid biosynthesis pathways”

✓ located verbatim in the source · abstract, characters 739–902 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Phenylpropanoid biosynthesis was enriched in rapeseed roots under Cd stress

Taxon
rapeseede1
Organ / stage
rootse4
Outcome
phenylpropanoid biosynthesise4

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e4

“in roots were predominantly enriched in glutathione (GSH) metabolism, glucosinolate (GSL) biosynthesis, ABC transporters, and phenylpropanoid biosynthesis pathways”

✓ located verbatim in the source · abstract, characters 739–902 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

MAPK signaling, GSH metabolism and photosynthesis were associated with DEGs and DAMs in rapeseed shoots under Cd stress

Taxon
rapeseede1
Organ / stage
shootse5
Outcome
MAPK signaling, GSH metabolism, and photosynthesise5

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e5

“In shoots, DEGs and DAMs were primarily associated with MAPK signaling, GSH metabolism, and photosynthesis”

✓ located verbatim in the source · abstract, characters 904–1010 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Cd stress redirected sulfur flux toward GSH metabolism at the expense of glucosinolate biosynthesis in rapeseed

Taxon
rapeseede1
Treatment
Cd stresse6
Outcome
sulfur flux toward GSH metabolisme6
Direction
redirectede6
Comparator
GSL biosynthesise6

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e6

“Cd stress redirected sulfur flux toward GSH metabolism at the expense of GSL biosynthesis”

✓ located verbatim in the source · abstract, characters 1044–1133 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Overexpression of BnaMYB28 enhanced Cd tolerance in rapeseed

Taxon
rapeseede1
Treatment
overexpression of BnaMYB28e7
Gene
BnaMYB28e7
Outcome
Cd tolerancee7
Direction
enhancede7

Not reportedComparator

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e7

“overexpression of BnaMYB28 enhanced Cd tolerance by promoting GSH and sulfur metabolism”

✓ located verbatim in the source · abstract, characters 1198–1285 · show in text ↑
Mechanismobservedoriginal resultpositivemeasured

Claim · model-written summary

BnaMYB28 promotes GSH and sulfur metabolism in rapeseed under Cd stress

Taxon
rapeseede1
Gene
BnaMYB28e7
Outcome
GSH and sulfur metabolisme7

Verbatim

e1

“The rapeseed seedlings were treated with 5 concentrations (0, 100, 200,300, and 400 μM) of Cd”

✓ located verbatim in the source · abstract, characters 330–423 · show in text ↑
e7

“overexpression of BnaMYB28 enhanced Cd tolerance by promoting GSH and sulfur metabolism”

✓ located verbatim in the source · abstract, characters 1198–1285 · show in text ↑

cadmium atom · physiology: antioxidant enzymes · Brassica napus (oilseed rape)Results differ

9 papers: 3 positive, 6 negative or no effect

2 papers in the same direction as this paper · 6 in the opposite direction

  1. negative
  2. negative
  3. negative

5 papers more in this group

See all 9 papers →

cadmium atom · growth · Brassica napus (oilseed rape)Results differ

22 papers: 3 positive, 19 negative or no effect

18 papers in the same direction as this paper · 3 in the opposite direction

  1. positive
  2. positive
  3. positive

18 papers more in this group

See all 22 papers →

cadmium atom · physiology: osmolytes · Brassica napus (oilseed rape)Positive and negative results

2 papers: 1 positive, 1 negative or no effect

1 in the opposite direction

  1. negative
See all 2 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.