Paper · 2024 · Ecotoxicology and Environmental Safety

Combined metabolomic and transcriptomic analysis to reveal the response of rice to Mn toxicity stress

Feng Li; Yushuang Yao; Jiapeng Ma; et al.

20
claims
35
verbatim quotes
9
citations
1
research areas
✓
Open access · cc-by-nc

Abstract

Excessive manganese (Mn) concentrations affect plant gene expression, alter metabolite content, and impede plant growth. Rice plants are particularly susceptible to Mn toxicity stress in acidic soil; however, the underlying molecular mechanisms are so far unclear. This study used transcriptomic and metabolomic sequencing to examine roots and leaves of rice plants subjected to Mn toxicity stress. The findings showed that high Mn stress increased the content of malondialdehyde, proline, and soluble sugar in rice roots by 262.28 %, 803.37 %, and 167.25 %, respectively. In rice roots, the enzymatic activities of peroxidase (POD), superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX) elevated by 119.69 %, 408.44 %, 151.97 %, and 27.19 %, respectively. In rice leaves, the proline content increased by 632.45 %, whereas the enzymatic activities of POD, SOD, CAT, and APX were elevated by 167.17 %, 14.08 %, 103.60 %, and 146.74 %, respectively. Mn toxicity stress decreased soluble protein content in rice roots, and in the leaves, it reduced the soluble protein, soluble sugar, and chlorophyll contents. In addition, Mn toxicity led to reduced biomass accumulation, plant height, stem diameter, and root growth. The contents of salicylic acid (increased by 118.40 % in roots and 66.38 % in leaves) and jasmonic acid (decreased by 50.18 % in roots and increased by 143.97 % in leaves) were also affected. Transcriptome analysis identified differentially expressed genes associated with transcription factors, antioxidant enzymes, and metal transporters. Metabolomics revealed 176 and 214 different metabolites in the roots and leaves, respectively, that under Mn toxicity stress affected major metabolic pathways associated with fatty and amino acids. The phenylalanine metabolism pathway was significantly enriched in both the roots and leaves. Combined transcriptomic and metabolomic analyses revealed three key pathways: lysine degradation and phenylpropanoid biosynthesis in roots and alpha-linolenic acid metabolism in leaves. Metabolic substances and genes associated with metabolic enzymes were identified. These results enhance our understanding of the molecular processes underlying the responses of rice to Mn toxicity stress and provide a basis for breeding Mn-tolerant rice varieties.

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Claims 20

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

High Mn stress increased rice root malondialdehyde content by 262.28 %.

Organ / stage
rootse0
Treatment
high Mn stresse0
Outcome
malondialdehydee0
Direction
increasede0
Value
262.28 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The findings showed that high Mn stress increased the content of malondialdehyde, proline, and soluble sugar in rice roots by 262.28 %, 803.37 %, and 167.25 %, respectively.”

✓ located verbatim in the source · abstract, characters 399–572 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

High Mn stress increased rice root proline content by 803.37 %.

Organ / stage
rootse0
Treatment
high Mn stresse0
Outcome
prolinee0
Direction
increasede0
Value
803.37 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The findings showed that high Mn stress increased the content of malondialdehyde, proline, and soluble sugar in rice roots by 262.28 %, 803.37 %, and 167.25 %, respectively.”

✓ located verbatim in the source · abstract, characters 399–572 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

High Mn stress increased rice root soluble sugar content by 167.25 %.

Organ / stage
rootse0
Treatment
high Mn stresse0
Outcome
soluble sugare0
Direction
increasede0
Value
167.25 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The findings showed that high Mn stress increased the content of malondialdehyde, proline, and soluble sugar in rice roots by 262.28 %, 803.37 %, and 167.25 %, respectively.”

✓ located verbatim in the source · abstract, characters 399–572 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity elevated rice root peroxidase (POD) activity by 119.69 %.

Organ / stage
rootse0
Treatment
Mn toxicity stresst0
Outcome
peroxidase (POD)e0
Direction
elevatede0
Value
119.69 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice roots, the enzymatic activities of peroxidase (POD), superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX) elevated by 119.69 %, 408.44 %, 151.97 %, and 27.19 %, respectively.”

✓ located verbatim in the source · abstract, characters 573–777 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity elevated rice root superoxide dismutase (SOD) activity by 408.44 %.

Organ / stage
rootse0
Treatment
Mn toxicity stresst0
Outcome
superoxide dismutase (SOD)e0
Direction
elevatede0
Value
408.44 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice roots, the enzymatic activities of peroxidase (POD), superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX) elevated by 119.69 %, 408.44 %, 151.97 %, and 27.19 %, respectively.”

✓ located verbatim in the source · abstract, characters 573–777 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity elevated rice root catalase (CAT) activity by 151.97 %.

Organ / stage
rootse0
Treatment
Mn toxicity stresst0
Outcome
catalase (CAT)e0
Direction
elevatede0
Value
151.97 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice roots, the enzymatic activities of peroxidase (POD), superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX) elevated by 119.69 %, 408.44 %, 151.97 %, and 27.19 %, respectively.”

✓ located verbatim in the source · abstract, characters 573–777 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity elevated rice root ascorbate peroxidase (APX) activity by 27.19 %.

Organ / stage
rootse0
Treatment
Mn toxicity stresst0
Outcome
ascorbate peroxidase (APX)e0
Direction
elevatede0
Value
27.19 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice roots, the enzymatic activities of peroxidase (POD), superoxide dismutase (SOD), catalase (CAT), and ascorbate peroxidase (APX) elevated by 119.69 %, 408.44 %, 151.97 %, and 27.19 %, respectively.”

✓ located verbatim in the source · abstract, characters 573–777 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Rice leaf proline content increased by 632.45% under Mn toxicity.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
proline contente0
Direction
increasede0
Value
632.45 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice leaves, the proline content increased by 632.45 %, whereas the enzymatic activities of POD, SOD, CAT, and APX were elevated by 167.17 %, 14.08 %, 103.60 %, and 146.74 %, respectively.”

✓ located verbatim in the source · abstract, characters 778–969 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Rice leaf POD activity rose by 167.17 % under Mn toxicity.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
PODe0
Direction
elevatede0
Value
167.17 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice leaves, the proline content increased by 632.45 %, whereas the enzymatic activities of POD, SOD, CAT, and APX were elevated by 167.17 %, 14.08 %, 103.60 %, and 146.74 %, respectively.”

✓ located verbatim in the source · abstract, characters 778–969 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Rice leaf SOD activity rose by 14.08 % under Mn toxicity.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
SODe0
Direction
elevatede0
Value
14.08 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice leaves, the proline content increased by 632.45 %, whereas the enzymatic activities of POD, SOD, CAT, and APX were elevated by 167.17 %, 14.08 %, 103.60 %, and 146.74 %, respectively.”

✓ located verbatim in the source · abstract, characters 778–969 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Rice leaf CAT activity rose by 103.60 % under Mn toxicity.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
CATe0
Direction
elevatede0
Value
103.60 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice leaves, the proline content increased by 632.45 %, whereas the enzymatic activities of POD, SOD, CAT, and APX were elevated by 167.17 %, 14.08 %, 103.60 %, and 146.74 %, respectively.”

✓ located verbatim in the source · abstract, characters 778–969 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Rice leaf APX activity rose by 146.74 % under Mn toxicity.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
APXe0
Direction
elevatede0
Value
146.74 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In rice leaves, the proline content increased by 632.45 %, whereas the enzymatic activities of POD, SOD, CAT, and APX were elevated by 167.17 %, 14.08 %, 103.60 %, and 146.74 %, respectively.”

✓ located verbatim in the source · abstract, characters 778–969 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity increased rice roots salicylic acid content by 118.40 %.

Organ / stage
rootse0
Treatment
Mn toxicity stresst0
Outcome
salicylic acide0
Direction
increasede0
Value
118.40 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The contents of salicylic acid (increased by 118.40 % in roots and 66.38 % in leaves) and jasmonic acid (decreased by 50.18 % in roots and increased by 143.97 % in leaves) were also affected.”

✓ located verbatim in the source · abstract, characters 1238–1429 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity increased rice leaves salicylic acid content by 66.38 %.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
salicylic acide0
Direction
increasede0
Value
66.38 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The contents of salicylic acid (increased by 118.40 % in roots and 66.38 % in leaves) and jasmonic acid (decreased by 50.18 % in roots and increased by 143.97 % in leaves) were also affected.”

✓ located verbatim in the source · abstract, characters 1238–1429 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity decreased rice roots jasmonic acid content by 50.18 %.

Organ / stage
rootse0
Treatment
Mn toxicity stresst0
Outcome
jasmonic acide0
Direction
decreasede0
Value
50.18 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The contents of salicylic acid (increased by 118.40 % in roots and 66.38 % in leaves) and jasmonic acid (decreased by 50.18 % in roots and increased by 143.97 % in leaves) were also affected.”

✓ located verbatim in the source · abstract, characters 1238–1429 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Mn toxicity increased rice leaves jasmonic acid content by 143.97 %.

Organ / stage
leavese0
Treatment
Mn toxicity stresst0
Outcome
jasmonic acide0
Direction
increasede0
Value
143.97 %e0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“The contents of salicylic acid (increased by 118.40 % in roots and 66.38 % in leaves) and jasmonic acid (decreased by 50.18 % in roots and increased by 143.97 % in leaves) were also affected.”

✓ located verbatim in the source · abstract, characters 1238–1429 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Mn toxicity decreased rice root soluble protein content.

Organ / stage
rootse0
Treatment
Mn toxicity stresse0
Outcome
soluble protein contente0
Direction
decreasede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“Mn toxicity stress decreased soluble protein content in rice roots, and in the leaves, it reduced the soluble protein, soluble sugar, and chlorophyll contents.”

✓ located verbatim in the source · abstract, characters 970–1129 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Mn toxicity reduced rice leaf soluble protein, soluble sugar, and chlorophyll contents.

Organ / stage
leavese0
Treatment
Mn toxicity stresse0
Outcome
soluble protein, soluble sugar, and chlorophyll contentse0
Direction
reducede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“Mn toxicity stress decreased soluble protein content in rice roots, and in the leaves, it reduced the soluble protein, soluble sugar, and chlorophyll contents.”

✓ located verbatim in the source · abstract, characters 970–1129 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Mn toxicity reduced rice biomass accumulation, plant height, and stem diameter.

Treatment
Mn toxicitye0
Outcome
biomass accumulation, plant height, stem diametere0
Direction
reducede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In addition, Mn toxicity led to reduced biomass accumulation, plant height, stem diameter, and root growth.”

✓ located verbatim in the source · abstract, characters 1130–1237 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Mn toxicity reduced rice root growth.

Treatment
Mn toxicitye0
Outcome
root growthe0
Direction
reducede0

Not reportedComparator

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

Oryza sativa
Oryza sativa · Taxon · picture from its Wikimedia Commons categoryDesmanthus4food · CC BY-SA 3.0 us · Wikimedia Commons ↗

Verbatim

e0

“In addition, Mn toxicity led to reduced biomass accumulation, plant height, stem diameter, and root growth.”

✓ located verbatim in the source · abstract, characters 1130–1237 · show in text ↑
t0

“rice to Mn toxicity stress”

✓ located verbatim in the source · title, characters 75–101 · show in text ↑

manganese atom · physiology: pigments · Oryza sativa (rice)Results differ

6 papers: 2 positive, 4 negative or no effect

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

  1. positive
  2. positive
  3. negative

2 papers more in this group

See all 6 papers →

manganese atom · physiology: oxidative · Oryza sativa (rice)Results differ

6 papers: 2 positive, 4 negative or no effect

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

  1. negative
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

manganese atom · growth · Oryza sativa (rice)Results differ

26 papers: 16 positive, 10 negative or no effect

9 papers in the same direction as this paper · 16 in the opposite direction

  1. negative
  2. positive
  3. positive

22 papers more in this group

See all 26 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.