# A Comparative Transcriptome and WGCNA of Tomato Reveals Hub Genes and a Hormone-Mediated Defense Network Against Ralstonia solanacearum

**Authors:** Chuying Yu, Xiaofang Wang, Chunchun Qin, Yi Liu, Guiyun Gan, Liangyu Cai, Rui Xiang, Yaqin Jiang, Weiliu Li, Qihong Yang, Yikui Wang

PMC · DOI: 10.3390/biology15060509 · Biology · 2026-03-22

## TL;DR

This study identifies key genes and a hormone-based defense network in tomatoes that help resist bacterial wilt, offering targets for breeding more resistant varieties.

## Contribution

The study reveals a hormone-mediated defense network and hub genes in tomato resistance to Ralstonia solanacearum using transcriptome and WGCNA analysis.

## Key findings

- Resistance involves hormone signaling, cell-wall reinforcement, and immune activation.
- Hub genes like ACO, ERF1, and RLK are strongly associated with defense responses.
- Ethylene and salicylic acid signaling are key in the resistance mechanism.

## Abstract

Tomato is a globally important crop that is severely threatened by bacterial wilt caused by Ralstonia solanacearum. The disease can lead to substantial yield losses. We conducted transcriptome analysis of the root, stem, and leaf tissues from resistant and susceptible tomato lines to elucidate the molecular basis of resistance. The results revealed a multi-layered defense system coordinated by key hub genes. These genes regulate cell-wall reinforcement, hormone signaling, and immune activation, collectively restricting pathogen colonization. The identified genes offer practical targets for marker-assisted selection and genome editing for the development of wilt-resistant tomato varieties. This strategy supports sustainable agriculture by reducing dependence on chemical pesticides.

Bacterial wilt caused by Ralstonia solanacearum is a major constraint on tomato (Solanum lycopersicum L.) production, yet the molecular basis of quantitative resistance remains poorly understood. In this study, comparative transcriptome profiling was performed on resistant (‘ZM3’) and susceptible (‘ZM86’) tomato inbred lines following pathogen inoculation in roots, stems, and leaves. Differential expression analysis and weighted gene co-expression network analysis (WGCNA) were conducted to identify resistance-associated regulatory modules and hub genes. The results revealed distinct gene expression patterns between the two genotypes after infection. Several co-expression modules were significantly associated with resistance or susceptibility traits. Functional enrichment analysis showed that differentially expressed genes were mainly involved in plant hormone signal transduction, plant–pathogen interaction, phenylpropanoid biosynthesis, and cell wall modification. Genes related to ethylene and salicylic acid signaling were strongly induced following infection, whereas brassinosteroid-associated genes showed genotype-dependent expression patterns. Network analysis further identified several hub genes within defense-related modules, including ACO (Solyc04g007980), ERF1 (Solyc09g091950), MAPK9, receptor-like kinase RLK (Solyc07g006770), and a dirigent family gene (Solyc10g008900). Taken together, our results suggest that tomato resistance to Ralstonia solanacearum involves a coordinated defense network integrating hormone-mediated transcriptional regulation and structural reinforcement, and provides candidate genes for breeding bacterial wilt-resistant cultivars.

## Linked entities

- **Genes:** KLK15 (kallikrein related peptidase 15) [NCBI Gene 55554], ZFP36L1 (ZFP36 like 1 zinc finger CCCH-type) [NCBI Gene 677], MAPK9 (mitogen-activated protein kinase 9) [NCBI Gene 5601], TXK (TXK tyrosine kinase) [NCBI Gene 7294]

## Full-text entities

- **Genes:** WRKY [NCBI Gene 100191122], calcium-dependent protein kinase [NCBI Gene 100316879], 14-3-3 protein [NCBI Gene 544116], metallothionein-like protein [NCBI Gene 778300], SERK3A (somatic embryogenesis receptor kinase 3A) [NCBI Gene 100736467] {aka BAK1}, PRK2 (receptor-like protein kinase) [NCBI Gene 544020] {aka LePRK2}, oxidoreductase [NCBI Gene 543818], MYB [NCBI Gene 544113], LOC606712 (ethylene-responsive transcription factor 1) [NCBI Gene 606712] {aka SlERF-C1, TERF1, erf1a}
- **Diseases:** injury to (MESH:D014947), Verticillium dahlia infection (MESH:D007239), blast (MESH:D001753), Bacterial wilt (MESH:D001424), R. solanacearum infection (MESH:C000656949)
- **Chemicals:** calcium (MESH:D002118), lignin (MESH:D008031), Pentose (MESH:D010429), alkyl hydroxycinnamates (-), agarose (MESH:D012685), ET (MESH:C036216), JA (MESH:C011006), T (MESH:D014316), oxygen (MESH:D010100), salicylate (MESH:D012459), brassinolide (MESH:C023623), lipid (MESH:D008055), ACO (MESH:C034482), SA (MESH:D020156), ROS (MESH:D017382), sucrose (MESH:D013395), BR (MESH:D060406), Carbohydrate (MESH:D002241), Glycerophospholipid (MESH:D020404), water (MESH:D014867), ABA (MESH:D000040), nitrogen (MESH:D009584)
- **Species:** Oryza sativa (Asian cultivated rice, species) [taxon 4530], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702], Solanum tuberosum (potatoes, species) [taxon 4113], Homo sapiens (human, species) [taxon 9606], Pseudomonas syringae pv. tomato (no rank) [taxon 323], Ralstonia solanacearum (species) [taxon 305], Rubroshorea almon (species) [taxon 292004], Nicotiana benthamiana (species) [taxon 4100], Pseudomonas syringae (species) [taxon 317], Solanum lycopersicum (tomato, species) [taxon 4081], Pseudomonas fluorescens (species) [taxon 294]
- **Cell lines:** ES5-1 — Homo sapiens (Human), Embryonic stem cell (CVCL_C772)

## Full text

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## Figures

11 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13023438/full.md

## References

46 references — full list in the complete paper: https://tomesphere.com/paper/PMC13023438/full.md

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Source: https://tomesphere.com/paper/PMC13023438