Paper · 2025 · Frontiers in Plant Science

Integrated transcriptomics and metabolomics analyses provide new insights into cassava in response to nitrogen deficiency

Yu Wang; Jing Chu; Haoyang Zhang; et al.

5
claims
10
verbatim quotes
3
citations
2
research areas
✓
Open access · cc-by

Abstract

Nitrogen deficiency is a key constraint on crop yield. Cassava, the world's sixth-largest food crop and a crucial source of feed and industrial materials, can thrive in marginal soils, yet its yield is still significantly affected by limited nitrogen availability. Investigating cassava's response mechanisms to nitrogen scarcity is therefore essential for advancing molecular breeding and identifying nitrogen-efficient varieties. This research undertook a comprehensive analysis of cassava seedlings' physiological, gene expression, and metabolite responses under low nitrogen stress. Findings revealed that nitrogen deficiency drastically suppressed seedling growth, significantly reduced nitrate and ammonium transport to aerial parts, and led to a marked increase in carbohydrate, reactive oxygen species, and ammonium ion levels in the leaves. Transcriptomic and metabolomic analyses further demonstrated notable alterations in genes and metabolites linked to carbon and nitrogen metabolism, flavonoid biosynthesis, and the purine metabolic pathway. Additionally, several transcription factors associated with cassava flavonoid biosynthesis under nitrogen-deficient conditions were identified. Overall, this study offers fresh insights and valuable genetic resources for unraveling cassava's adaptive mechanisms to nitrogen deprivation.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

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Claims 5

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Nitrogen deficiency drastically suppressed cassava seedling growth.

Treatment
nitrogen deficiencye0
Outcome
seedling growthe0
Direction
drastically suppressede0

Not reportedComparator

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

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analyses provide new insights into cassava in response to nitrogen deficiency”

✓ located verbatim in the source · title, characters 0–121 · show in text ↑
e0

“Findings revealed that nitrogen deficiency drastically suppressed seedling growth, significantly reduced nitrate and ammonium transport to aerial parts, and led to a marked increase in carbohydrate, reactive oxygen species, and ammonium ion levels in the leaves”

✓ located verbatim in the source · abstract, characters 587–848 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Nitrogen deficiency significantly reduced nitrate and ammonium transport to the aerial parts of cassava.

Treatment
nitrogen deficiencye0
Outcome
nitrate and ammonium transport to aerial partse0
Direction
significantly reducede0

Not reportedComparator

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

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analyses provide new insights into cassava in response to nitrogen deficiency”

✓ located verbatim in the source · title, characters 0–121 · show in text ↑
e0

“Findings revealed that nitrogen deficiency drastically suppressed seedling growth, significantly reduced nitrate and ammonium transport to aerial parts, and led to a marked increase in carbohydrate, reactive oxygen species, and ammonium ion levels in the leaves”

✓ located verbatim in the source · abstract, characters 587–848 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Nitrogen deficiency markedly increased carbohydrate, reactive oxygen species and ammonium ion levels in cassava leaves.

Organ / stage
leavese0
Treatment
nitrogen deficiencye0
Outcome
carbohydrate, reactive oxygen species, and ammonium ion levelse0
Direction
marked increasee0

Not reportedComparator

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

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analyses provide new insights into cassava in response to nitrogen deficiency”

✓ located verbatim in the source · title, characters 0–121 · show in text ↑
e0

“Findings revealed that nitrogen deficiency drastically suppressed seedling growth, significantly reduced nitrate and ammonium transport to aerial parts, and led to a marked increase in carbohydrate, reactive oxygen species, and ammonium ion levels in the leaves”

✓ located verbatim in the source · abstract, characters 587–848 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Nitrogen deficiency notably altered genes and metabolites linked to carbon and nitrogen metabolism, flavonoid biosynthesis and the purine metabolic pathway in cassava.

Outcome
genes and metabolitese1
Direction
notable alterationse1
Qualifier
linked to carbon and nitrogen metabolism, flavonoid biosynthesis, and the purine metabolic pathwaye1

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

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analyses provide new insights into cassava in response to nitrogen deficiency”

✓ located verbatim in the source · title, characters 0–121 · show in text ↑
e1

“Transcriptomic and metabolomic analyses further demonstrated notable alterations in genes and metabolites linked to carbon and nitrogen metabolism, flavonoid biosynthesis, and the purine metabolic pathway”

✓ located verbatim in the source · abstract, characters 850–1054 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Several transcription factors associated with cassava flavonoid biosynthesis under nitrogen deficiency were identified.

Outcome
transcription factorse2
Qualifier
associated with cassava flavonoid biosynthesis under nitrogen-deficient conditionse2

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

Manihot esculenta
Manihot esculenta · Taxon葉子 · CC0 · iNaturalist ↗

Verbatim

t0

“Integrated transcriptomics and metabolomics analyses provide new insights into cassava in response to nitrogen deficiency”

✓ located verbatim in the source · title, characters 0–121 · show in text ↑
e2

“several transcription factors associated with cassava flavonoid biosynthesis under nitrogen-deficient conditions were identified”

✓ located verbatim in the source · abstract, characters 1070–1198 · show in text ↑

nitrogen · growth · Manihot esculenta (cassava)Positive and negative results

13 papers: 12 positive, 1 negative or no effect

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

This paper is about lacking the nutrient, so it counts the other way round here.

  1. positive
  2. negative
  3. positive

9 papers more in this group

See all 13 papers →

nitrogen · nutrient: content · Manihot esculenta (cassava)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

This paper is about lacking the nutrient, so it counts the other way round here.

  1. positive
  2. positive
  3. positive

1 paper more in this group

See all 5 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.