Paper · 2023 · Scientific Reports

Transcriptome and WGCNA reveal hub genes in sugarcane tiller seedlings in response to drought stress

Yuwei Tang; Jiahui Li; Qiqi Song; et al.

6
claims
12
verbatim quotes
26
citations
3
research areas
✓
Open access · cc-by

Abstract

Drought stress can severely affect sugarcane growth and yield. The objective of this research was to identify candidate genes in sugarcane tillering seedlings in response to drought stress. We performed a comparative phenotypic, physiological and transcriptomic analysis of tiller seedlings of drought-stressed and well-watered "Guire 2" sugarcane, in a time-course experiment (5 days, 9 days and 15 days). Physiological examination reviewed that SOD, proline, soluble sugars, and soluble proteins accumulated in large amounts in tiller seedlings under different intensities of drought stress, while MDA levels remained at a stable level, indicating that the accumulation of osmoregulatory substances and the enhancement of antioxidant enzyme activities helped to limit further damage caused by drought stress. RNA-seq and weighted gene co-expression network analysis (WGCNA) were performed to identify genes and modules associated with sugarcane tillering seedlings in response to drought stress. Drought stress induced huge down-regulated in gene expression profiles, most of down-regulated genes were mainly associated with photosynthesis, sugar metabolism and fatty acid synthesis. We obtained four gene co-expression modules significantly associated with the physiological changes under drought stress (three modules positively correlated, one module negatively correlated), and found that LSG1-2, ERF1-2, SHKA, TIL, HSP18.1, HSP24.1, HSP16.1 and HSFA6A may play essential regulatory roles as hub genes in increasing SOD, Pro, soluble sugar or soluble protein contents. In addition, one module was found mostly involved in tiller stem diameter, among which members of the BHLH148 were important nodes. These results provide new insights into the mechanisms by which sugarcane tillering seedlings respond to drought stress.

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Claims 6

Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Drought stress increased SOD, proline, soluble sugars, and soluble proteins in sugarcane tiller seedlings.

Taxon
sugarcanet0
Organ / stage
tiller seedlingse0
Treatment
drought stresse0
Outcome
SOD, proline, soluble sugars, and soluble proteinse0

Not reportedComparatorDirection

Verbatim

e0

“SOD, proline, soluble sugars, and soluble proteins accumulated in large amounts in tiller seedlings under different intensities of drought stress”

✓ located verbatim in the source · abstract, characters 447–592 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 44–53 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

MDA levels remained stable under drought stress in sugarcane tiller seedlings.

Taxon
sugarcanet0
Treatment
drought stresst0
Outcome
MDA levelse0
Direction
remained at a stable levele0

Not reportedComparator

Verbatim

e0

“MDA levels remained at a stable level”

✓ located verbatim in the source · abstract, characters 600–637 · show in text ↑
t0

“sugarcane tiller seedlings in response to drought stress”

✓ located verbatim in the source · title, characters 44–100 · show in text ↑
Intervention effectobservedoriginal resultmeasured

Claim · model-written summary

Drought stress downregulated many sugarcane genes, especially genes associated with photosynthesis, sugar metabolism, and fatty acid synthesis.

Taxon
sugarcanet0
Treatment
Drought stresse0
Outcome
gene expression profilese0
Direction
down-regulatede0
Qualifier
photosynthesis, sugar metabolism and fatty acid synthesise0

Not reportedComparator

Verbatim

e0

“Drought stress induced huge down-regulated in gene expression profiles, most of down-regulated genes were mainly associated with photosynthesis, sugar metabolism and fatty acid synthesis”

✓ located verbatim in the source · abstract, characters 998–1184 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 44–53 · show in text ↑
Associationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Four gene co-expression modules were significantly associated with physiological changes under drought, three positively and one negatively.

Taxon
sugarcanet0
Gene
gene co-expression modulese0
Outcome
physiological changese0
Value
foure0
Qualifier
three modules positively correlated, one module negatively correlatede0

Not reportedDirection

Verbatim

e0

“four gene co-expression modules significantly associated with the physiological changes under drought stress (three modules positively correlated, one module negatively correlated)”

✓ located verbatim in the source · abstract, characters 1198–1378 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 44–53 · show in text ↑
Mechanismhypothesisoriginal resultmeasured

Claim · model-written summary

LSG1-2, ERF1-2, SHKA, TIL, HSP18.1, HSP24.1, HSP16.1, and HSFA6A were proposed as regulatory hub genes for increased SOD, proline, sugar, or protein contents.

Taxon
sugarcanet0
Gene
LSG1-2, ERF1-2, SHKA, TIL, HSP18.1, HSP24.1, HSP16.1 and HSFA6Ae0
Outcome
SOD, Pro, soluble sugar or soluble protein contentse0
Direction
increasinge0

Verbatim

e0

“LSG1-2, ERF1-2, SHKA, TIL, HSP18.1, HSP24.1, HSP16.1 and HSFA6A may play essential regulatory roles as hub genes in increasing SOD, Pro, soluble sugar or soluble protein contents”

✓ located verbatim in the source · abstract, characters 1395–1573 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 44–53 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

One gene module was mostly involved in tiller stem diameter, with BHLH148 members as important nodes.

Taxon
sugarcanet0
Gene
BHLH148e0
Outcome
tiller stem diametere0

Not reportedDirection

Verbatim

e0

“one module was found mostly involved in tiller stem diameter, among which members of the BHLH148 were important nodes”

✓ located verbatim in the source · abstract, characters 1588–1705 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 44–53 · show in text ↑

drought · physiology: oxidative · Saccharum officinarum (sugarcane)Positive and negative results

10 papers: 3 positive, 7 negative or no effect

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

  1. negative
  2. positive
  3. positive

6 papers more in this group

See all 10 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.