Paper · 2024 · Journal of Integrative Agriculture

Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application

Xiuling Wang; Li Niu; Huaipan Liu; et al.

14
claims
30
verbatim quotes
4
citations
2
research areas
✓
Open access · cc-by-nc-nd

Abstract

Waterlogging stress has been found to have adverse impacts on plant growth, subsequently reducing crop yields. Spermidine (Spd), a second messenger, positively affects the growth of plants under waterlogging stress. However, the molecular mechanisms of exogenous Spd application alleviating waterlogging stress remained unclear. In this study, we performed physiological analysis and multi-omics to underlying the effect of Spd application on waterlogging stress. Spd application increased genes expression level of light-harvesting complex (LHC) and photosynthesis-related and starch-related pathway, inhibited chlorophyll degradation and maintained higher photosynthetic rate, thus increased biomass accumulation under waterlogging stress. The activation of genes related trehalose and Spd biosynthesis would result in high accumulation of trehalose and endogenous Spd. Inhibiting 1-aminocyclopropane-1-carboxylic acid (ACC) oxidase (ACO,) expression contributed to reduced ethylene emission. All those changes increased maize resistance to waterlogging. After Spd sparying, auxin-related genes up-regulated and IAA content was increased, those favor cell elongation in maize and thus keep normal growth after Spd application under waterlogging stress. Most of genes involved in lipids were up-regulated and thus increased lipids content and protected cell membranes in maize after Spd application under waterlogging conditions. All those changes contributed to increasing the resistance to waterlogging stress. These findings broaden our understanding of the regulatory roles of Spd in alleviating waterlogging damage and will provide evidence for breeding waterlogging-tolerant maize varieties.

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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 14

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application increased expression of light-harvesting complex (LHC), photosynthesis-related and starch-related pathway genes in maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Gene
light-harvesting complex (LHC)e1
Outcome
genes expression levele1
Direction
increasede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“Spd application increased genes expression level of light-harvesting complex (LHC) and photosynthesis-related and starch-related pathway”

✓ located verbatim in the source · abstract, characters 464–600 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application inhibited chlorophyll degradation in maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
chlorophyll degradatione2
Direction
inhibitede2

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e2

“inhibited chlorophyll degradation”

✓ located verbatim in the source · abstract, characters 602–635 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application maintained a higher photosynthetic rate in maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
photosynthetic ratee3
Direction
highere3

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e3

“maintained higher photosynthetic rate”

✓ located verbatim in the source · abstract, characters 640–677 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application increased biomass accumulation in maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
biomass accumulatione4
Direction
increasede4
Qualifier
under waterlogging stresse4

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e4

“increased biomass accumulation under waterlogging stress”

✓ located verbatim in the source · abstract, characters 684–740 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivemeasured

Claim · model-written summary

Activation of genes related to trehalose and Spd biosynthesis would result in high accumulation of trehalose and endogenous Spd in maize.

Taxon
maizeZea mayst0
Gene
genes related trehalose and Spd biosynthesise5
Compound
trehalosee5
Outcome
high accumulation of trehalose and endogenous Spde5

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e5

“The activation of genes related trehalose and Spd biosynthesis would result in high accumulation of trehalose and endogenous Spd”

✓ located verbatim in the source · abstract, characters 742–870 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Inhibiting ACC oxidase (ACO) expression reduced ethylene emission in maize under Spd application.

Taxon
maizeZea mayst0
Treatment
Inhibiting 1-aminocyclopropane-1-carboxylic acid (ACC) oxidase (ACO,) expressione6
Gene
1-aminocyclopropane-1-carboxylic acid (ACC) oxidase (ACO,)e6
Outcome
ethylene emissione6
Direction
reducede6

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e6

“Inhibiting 1-aminocyclopropane-1-carboxylic acid (ACC) oxidase (ACO,) expression contributed to reduced ethylene emission”

✓ located verbatim in the source · abstract, characters 872–993 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd spraying up-regulated auxin-related genes in maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
Spd sparyinge7
Gene
auxin-related genese7
Outcome
auxin-related genese7
Direction
up-regulatede7

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e7

“After Spd sparying, auxin-related genes up-regulated”

✓ located verbatim in the source · abstract, characters 1057–1109 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application increased IAA content in maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Compound
IAAe1
Outcome
IAA contente1
Direction
increasede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“IAA content was increased”

✓ located verbatim in the source · abstract, characters 1114–1139 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application kept normal growth of maize under waterlogging stress.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
normal growthe1
Qualifier
under waterlogging stresse1

Not reportedComparatorDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“keep normal growth after Spd application under waterlogging stress”

✓ located verbatim in the source · abstract, characters 1187–1253 · show in text ↑
Mechanismauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

Auxin-related genes and IAA are proposed to favour cell elongation in maize under Spd application.

Taxon
maizeZea mayst0
Gene
auxin-related genese7
Compound
IAAe2
Outcome
cell elongatione3

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e7

“After Spd sparying, auxin-related genes up-regulated”

✓ located verbatim in the source · abstract, characters 1057–1109 · show in text ↑
e2

“IAA content was increased”

✓ located verbatim in the source · abstract, characters 1114–1139 · show in text ↑
e3

“those favor cell elongation in maize”

✓ located verbatim in the source · abstract, characters 1141–1177 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Most genes involved in lipids were up-regulated in maize under Spd application and waterlogging.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Gene
genes involved in lipidse1
Outcome
genes involved in lipidse1
Direction
up-regulatede1
Qualifier
Most ofe1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“Most of genes involved in lipids were up-regulated”

✓ located verbatim in the source · abstract, characters 1255–1305 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application increased lipids content in maize under waterlogging conditions.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
lipids contente1
Direction
increasede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“increased lipids content”

✓ located verbatim in the source · abstract, characters 1315–1339 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd application protected cell membranes in maize under waterlogging conditions.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
protected cell membranese1

Not reportedComparatorDirection

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“protected cell membranes”

✓ located verbatim in the source · abstract, characters 1344–1368 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Spd-induced changes increased maize resistance to waterlogging.

Taxon
maizeZea mayst0
Treatment
exogenous spermidine applicationt0
Outcome
resistance to waterlogginge1
Direction
increasede1

Not reportedComparator

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

Zea mays
Zea mays · TaxonAkwugo · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analysis provide insights into the alleviation of waterlogging stress in maize by exogenous spermidine application”

✓ located verbatim in the source · title, characters 0–158 · show in text ↑
e1

“All those changes increased maize resistance to waterlogging”

✓ located verbatim in the source · abstract, characters 995–1055 · show in text ↑

1-aminocyclopropanecarboxylic acid · physiology: hormones · Zea mays (maize)Positive and negative results

3 papers: 2 positive, 1 negative or no effect

1 paper in the same direction as this paper · 1 in the opposite direction

  1. negative
  2. positive
See all 3 papers →

spermidine · physiology: hormones · Zea mays (maize)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
  2. positive
See all 3 papers →

spermidine · physiology: pigments · Zea mays (maize)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
  2. positive
See all 3 papers →

spermidine · molecular: expression · Zea mays (maize)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 papers →

spermidine · disease · Zea mays (maize)Results agree

4 papers: 4 positive, 0 negative or no effect

3 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive
See all 4 papers →

spermidine · physiology: photosynthesis · Zea mays (maize)Results agree

6 papers: 6 positive, 0 negative or no effect

5 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

spermidine · growth · Zea mays (maize)Results agree

9 papers: 9 positive, 0 negative or no effect

8 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

5 papers more in this group

See all 9 papers →

spermidine · molecular: metabolites · Zea mays (maize)Results agree

15 papers: 15 positive, 0 negative or no effect

14 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

11 papers more in this group

See all 15 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.