Evidence map›Paper›PMID 41663936›Full record

ArticleBMC plant biology2026

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

Songtao Liu, Yan Wang, Xinwei Wang, Xiaonuo Zhang, Yanmin Li, Yangjie Chen, Jie Yang, Lu Liu, Xiaoting Zhai

Abstract read
In one paragraph

Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Songtao LiuCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Yan WangCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Xinwei WangCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Xiaonuo ZhangCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Yanmin LiCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Yangjie ChenCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Jie YangCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Lu LiuCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China.
Xiaoting ZhaiCollege of Agriculture and Forestry, Hebei North University, Zhangjiakou, 075000, China. zxtrqh@163.com.

Funding

Zhangjiakou Science and Technology Program Project No. 2311003A
6 · The paper itself

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.

Indexed as

MelatoninPlant Growth RegulatorsSolanum tuberosumAntioxidantsDrought ResistanceDroughtsGene Expression ProfilingGene Expression Regulation, PlantOxidative StressPhotosynthesisPlant ProteinsReactive Oxygen SpeciesStress, PhysiologicalAntioxidantsMelatoninPlant Growth RegulatorsPlant ProteinsReactive Oxygen SpeciesAntioxidant systemDrought stressMelatoninPhotosynthesisPotato

Identifiers

PMID41663936
PMCPMC12990563

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.