Paper · 2026 · BMC Plant Biology

Integrative WGCNA analysis uncovers the molecular framework of melatonin-mediated drought stress mitigation in potato

Songtao Liu; Yan Wang; Xinwei Wang; et al.

11
claims
20
verbatim quotes
1
citations
3
research areas
✓
Open access · cc-by-nc-nd

Abstract

Drought is one of the major abiotic stress factors limiting the growth, development, and yield of potato (Solanum tuberosum L.). Melatonin, a novel plant hormone, has recently shown significant potential in enhancing plant stress resistance. However, its regulatory mechanisms in response to drought stress in potato remain unclear. In this study, potato seedlings were treated with different concentrations of exogenous melatonin (50, 100, and 150 µmol L⁻¹) under controlled drought conditions to systematically evaluate their physiological and molecular responses. The results demonstrated that appropriate melatonin application, especially at 100 µmol L⁻¹ effectively alleviated drought-induced growth inhibition, oxidative stress, and photosynthetic impairment. This was evidenced by increased plant height, enhanced photosynthetic efficiency, reduced reactive oxygen species (ROS) accumulation, decreased cell death and lipid peroxidation, as well as elevated antioxidant enzyme activities (superoxide dismutase - SOD, catalase - CAT, peroxidase - POD) and levels of osmoprotectants (proline - Pro and soluble sugars - SS). Transcriptome analysis revealed that melatonin modulates numerous drought-responsive differentially expressed genes (DEGs), including multiple transcription factor (TF) families (e.g., MYB, NAC, ERF), and pathways related to photosynthesis, antioxidative metabolism, hormone signaling, and carbon metabolism. Furthermore, weighted gene co-expression network analysis (WGCNA) and Mfuzz clustering identified key gene modules and central hub genes strongly associated with photosynthetic performance and antioxidant indicators. Overexpression of StMYB and StAPX in Arabidopsis significantly enhanced drought tolerance by improving antioxidant enzyme activities and maintaining membrane stability under water-deficit conditions. This study provides a theoretical foundation for applying melatonin in potato drought stress mitigation and lays a molecular basis for developing melatonin-based agronomic strategies for improving drought tolerance.

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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 11

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin, especially 100 µmol L⁻¹, alleviated drought-induced growth inhibition in potato.

Treatment
melatonin applicatione0
Outcome
growth inhibitione0
Direction
alleviatede0
Value
100 µmol L⁻¹e0

Not reportedComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“appropriate melatonin application, especially at 100 µmol L⁻¹ effectively alleviated drought-induced growth inhibition”

✓ located verbatim in the source · abstract, characters 597–715 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin alleviated drought-induced oxidative stress in potato.

Treatment
melatonin applicatione0
Outcome
oxidative stresse0
Direction
alleviatede0

Not reportedComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“appropriate melatonin application, especially at 100 µmol L⁻¹ effectively alleviated drought-induced growth inhibition, oxidative stress, and photosynthetic impairment”

✓ located verbatim in the source · abstract, characters 597–764 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin alleviated drought-induced photosynthetic impairment in potato.

Treatment
melatonin applicatione0
Outcome
photosynthetic impairmente0
Direction
alleviatede0

Not reportedComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“appropriate melatonin application, especially at 100 µmol L⁻¹ effectively alleviated drought-induced growth inhibition, oxidative stress, and photosynthetic impairment”

✓ located verbatim in the source · abstract, characters 597–764 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin increased potato plant height and photosynthetic efficiency under drought.

Outcome
plant height, enhanced photosynthetic efficiencye0
Direction
increasede0

Not reportedTreatmentComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“increased plant height, enhanced photosynthetic efficiency”

✓ located verbatim in the source · abstract, characters 788–846 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin reduced ROS accumulation, cell death and lipid peroxidation in drought-stressed potato.

Outcome
reactive oxygen species (ROS) accumulation, decreased cell death and lipid peroxidatione0
Direction
reducede0

Not reportedTreatmentComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“reduced reactive oxygen species (ROS) accumulation, decreased cell death and lipid peroxidation”

✓ located verbatim in the source · abstract, characters 848–943 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin elevated antioxidant enzyme activities in drought-stressed potato.

Outcome
antioxidant enzyme activitiese0
Direction
elevatede0

Not reportedTreatmentComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“elevated antioxidant enzyme activities (superoxide dismutase - SOD, catalase - CAT, peroxidase - POD)”

✓ located verbatim in the source · abstract, characters 956–1057 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Melatonin elevated proline and soluble sugar levels in drought-stressed potato.

Outcome
levels of osmoprotectants (proline - Pro and soluble sugars - SS)e0
Direction
elevatede0

Not reportedTreatmentComparator

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“elevated antioxidant enzyme activities (superoxide dismutase - SOD, catalase - CAT, peroxidase - POD) and levels of osmoprotectants (proline - Pro and soluble sugars - SS)”

✓ located verbatim in the source · abstract, characters 956–1127 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Melatonin modulated drought-responsive genes and pathways related to photosynthesis, antioxidative metabolism, hormone signalling and carbon metabolism.

Treatment
melatonine0
Gene
MYB, NAC, ERFe0
Outcome
drought-responsive differentially expressed genes (DEGs)e0

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“melatonin modulates numerous drought-responsive differentially expressed genes (DEGs), including multiple transcription factor (TF) families (e.g., MYB, NAC, ERF), and pathways related to photosynthesis, antioxidative metabolism, hormone signaling, and carbon metabolism”

✓ located verbatim in the source · abstract, characters 1166–1436 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

WGCNA and Mfuzz identified gene modules and hub genes associated with photosynthetic performance and antioxidant indicators in potato.

Outcome
key gene modules and central hub genese0
Qualifier
strongly associated with photosynthetic performance and antioxidant indicatorse0

Not reportedComparatorValue

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

Solanum tuberosum
Solanum tuberosum · TaxonScott Bauer, USDA ARS · Public domain · Wikimedia Commons ↗

Verbatim

t0

“potato”

✓ located verbatim in the source · title, characters 111–117 · show in text ↑
e0

“weighted gene co-expression network analysis (WGCNA) and Mfuzz clustering identified key gene modules and central hub genes strongly associated with photosynthetic performance and antioxidant indicators”

✓ located verbatim in the source · abstract, characters 1451–1653 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

StMYB overexpression enhanced drought tolerance in Arabidopsis.

Taxon
ArabidopsisArabidopsise0
Treatment
Overexpressione0
Gene
StMYBe0
Outcome
drought tolerancee0
Direction
enhancede0

Not reportedComparator

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

Arabidopsis
Arabidopsis · Taxon · picture of the genus (one of its species)Original uploader was Brona at en.wikipedia . User:Roepers at nl.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Overexpression of StMYB and StAPX in Arabidopsis significantly enhanced drought tolerance by improving antioxidant enzyme activities and maintaining membrane stability under water-deficit conditions”

✓ located verbatim in the source · abstract, characters 1655–1853 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

StAPX overexpression enhanced drought tolerance in Arabidopsis.

Taxon
ArabidopsisArabidopsise0
Treatment
Overexpressione0
Gene
StAPXe0
Outcome
drought tolerancee0
Direction
enhancede0

Not reportedComparator

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

Arabidopsis
Arabidopsis · Taxon · picture of the genus (one of its species)Original uploader was Brona at en.wikipedia . User:Roepers at nl.wikipedia · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Overexpression of StMYB and StAPX in Arabidopsis significantly enhanced drought tolerance by improving antioxidant enzyme activities and maintaining membrane stability under water-deficit conditions”

✓ located verbatim in the source · abstract, characters 1655–1853 · show in text ↑

melatonin · physiology: photosynthesis · Solanum tuberosum (potato)Results agree

2 papers: 2 positive, 0 negative or no effect

1 paper in the same direction as this paper

  1. positive
See all 2 papers →

melatonin · disease · Solanum tuberosum (potato)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

1 paper more in this group

See all 5 papers →

melatonin · physiology: oxidative · Solanum tuberosum (potato)Results agree

5 papers: 5 positive, 0 negative or no effect

4 papers in the same direction as this paper

  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.