# Computational studies deciphered the role of key genes and associated networks regulating the defense mechanism in chickpea under Fusarium oxysporum f. sp. ciceris induced wilt condition

**Authors:** Anjali Chaudhary, Annamalai Arunachalam, P. T. V. Lakshmi

PMC · DOI: 10.1080/15592324.2026.2631915 · Plant Signaling & Behavior · 2026-02-18

## TL;DR

This study identifies key genes and networks in chickpea that help defend against a fungal infection causing wilt, using transcriptomic data from infected roots.

## Contribution

The study reveals time-dependent gene expression patterns and hub genes involved in chickpea's defense against Fusarium wilt.

## Key findings

- A total of 894, 867, and 535 significant differentially expressed genes were identified at different time points.
- Hub genes related to reactive oxygen species scavenging and glycosyl hydrolase 28 were active during early infection.
- R-genes and specific transcription factors showed significant expression changes with infection progression.

## Abstract

Cicer arietinum, a nutritionally rich legume and a key Rabi crop, is severely impacted by vascular wilt caused by Fusarium oxysporum f. sp. ciceris, leading to substantial yield loss. To understand molecular reprogramming, a transcriptomic dataset of chickpea seedling roots exposed to fungal infection at 7 and 12 d post-inoculation (dpi) was analyzed. The comparison was made between the control and stressed at 7 and 12 dpi (C_7 vs S_7 and C_12 vs S_12) to be compared against stressed at 7 vs 12 dpi (S_7 vs S_12). The analyses included differentially expressed gene (DEGs) patterns, protein interaction networks, hub genes, carbohydrate-active enzymes (CAZymes), resistance genes (R-genes), and transcription factor (TF) identifications at two different time points. It revealed a total of 894, 867, and 535 significant DEGs respectively, which were associated mainly with cell-wall modification, membrane components, pectinesterase inhibitor activity, terpene synthase activity, and the biosynthesis of secondary metabolites. Further, the protein‒protein interaction network revealed that hub genes associated with chloroplast-localized reactive oxygen species scavenging activity and CAZyme, particularly glycosyl hydrolase 28 (GH28), to be involved during the early phase of infection. R-genes belonging to the classes of KIN (kinase domain), RLP (receptor-like protein), and RLK (receptor-like kinase) were significantly expressed while TFs, bHLH (basic helix–loop–helix), and GeBP (glabrous-enhancer-binding protein) were downregulated with prolonged infection. Hence, the overall study identified the key regulators, orchestrating the defense molecular mechanisms in relation to the time course of infection by the pathogen.

## Linked entities

- **Genes:** Bhlha15 (basic helix-loop-helix family, member a15) [NCBI Gene 25334], LOC100776030 (probable endo-1,3(4)-beta-glucanase ARB_01444) [NCBI Gene 100776030], KIN (Kin17 DNA and RNA binding protein) [NCBI Gene 22944], Ras85D (ras-like protein 1) [NCBI Gene 113208191], TXK (TXK tyrosine kinase) [NCBI Gene 7294]
- **Species:** Cicer arietinum (taxon 3827), Fusarium oxysporum f. sp. ciceris (taxon 62683)

## Full-text entities

- **Genes:** LOC101513129 [NCBI Gene 101513129], LOC101490681 [NCBI Gene 101490681], LOC101507929 [NCBI Gene 101507929], LOC101501852 [NCBI Gene 101501852], LOC101498386 [NCBI Gene 101498386], LOC101495082 [NCBI Gene 101495082], LOC101491864 [NCBI Gene 101491864], LOC101500382 [NCBI Gene 101500382], shikimate O-hydroxycinnamoyltransferase-like [NCBI Gene 101506364], LOC101489699 [NCBI Gene 101489699], beta-amyrin 11-oxidase-like [NCBI Gene 101495829], LRR [NCBI Gene 101505004], LOC101512924 [NCBI Gene 101512924], LOC101504146 [NCBI Gene 101504146], Maturase K [NCBI Gene 6797472], LOC101500982 [NCBI Gene 101500982], LOC101507987 [NCBI Gene 101507987], abscisic acid 8'-hydroxylase 3-like [NCBI Gene 101503447], LOC101507549 [NCBI Gene 101507549], LOC101489106 [NCBI Gene 101489106], LOC101495272 [NCBI Gene 101495272], LOC101498580 [NCBI Gene 101498580], phytoene synthase 2, chloroplastic-like [NCBI Gene 101489077], LOC101491099 [NCBI Gene 101491099], LOC101509736 [NCBI Gene 101509736], glucanase [NCBI Gene 101504414], LOC101500668 [NCBI Gene 101500668], non-specific lipid-transfer protein 1-like [NCBI Gene 101502162], LOC101490130 [NCBI Gene 101490130], LOC101504926 [NCBI Gene 101504926], LOC105851647 [NCBI Gene 105851647], LOC101497545 [NCBI Gene 101497545], pectinesterase [NCBI Gene 101490578], Casparian strip membrane protein 1-like [NCBI Gene 101512299], LOC101497210 [NCBI Gene 101497210], LOC101494683 [NCBI Gene 101494683], bZIP [NCBI Gene 101514947], LOC101512456 [NCBI Gene 101512456], LOC101509318 [NCBI Gene 101509318], LOC101509488 [NCBI Gene 101509488], LOC101497550 [NCBI Gene 101497550], LOC101504350 [NCBI Gene 101504350], LOC101515473 [NCBI Gene 101515473], CapLEA-1 [NCBI Gene 101503652], LOC101492217 [NCBI Gene 101492217], LOC101504033 [NCBI Gene 101504033], NAC transcription factor protein 2 [NCBI Gene 101488537], chitinase [NCBI Gene 101501002], LOC101514192 [NCBI Gene 101514192], LOC101494181 [NCBI Gene 101494181]
- **Diseases:** CC (MESH:C566443), vascular disease (MESH:D014652), water deficit (MESH:D000069578), fungal infection (MESH:D009181), death (MESH:D003643), vascular wilt (MESH:D057772), FW (MESH:D060585), Foc infection (MESH:D007239)
- **Chemicals:** isoprenoid (MESH:D013729), CBs (MESH:C044169), carotenoid (MESH:D002338), HG (MESH:C003181), hemicellulose (MESH:C007916), salicylic acid (MESH:D020156), sugars (MESH:D000073893), ABA (MESH:D000040), mannose (MESH:D008358), C (MESH:D002244), Polysaccharides (MESH:D011134), S_7 (MESH:C026625), ethylene (MESH:C036216), pectin (MESH:D010368), sterol (MESH:D013261), lipid (MESH:D008055), sucrose (MESH:D013395), mannitol (MESH:D008353), cytokinin (MESH:D003583), ATP (MESH:D000255), auxin (MESH:D007210), Foc (MESH:C052499), ROS (MESH:D017382), jasmonic acid (MESH:C011006), flavonoid (MESH:D005419), magnesium (MESH:D008274), oligosaccharides (MESH:D009844), S (MESH:D013455), C_12 (-), H2O2 (MESH:D006861), carbohydrate (MESH:D002241), starch (MESH:D013213)
- **Species:** Linum usitatissimum (flax, species) [taxon 4006], Phytophthora sojae (species) [taxon 67593], Populus deltoides (species) [taxon 3696], Sclerotinia sclerotiorum (species) [taxon 5180], Fusarium oxysporum f. sp. ciceris (forma specialis) [taxon 62683], Nicotiana tabacum (American tobacco, species) [taxon 4097], Vigna radiata (mung bean, species) [taxon 157791], Cicer arietinum (chickpea, species) [taxon 3827], Glycine max (soybean, species) [taxon 3847], Fusarium graminearum (species) [taxon 5518], Musa acuminata (banana, species) [taxon 4641], Verticillium dahliae (species) [taxon 27337], fungal sp. OC (species) [taxon 1030008], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Alternaria alternata (species) [taxon 5599], Fusarium oxysporum (species) [taxon 5507], Aspergillus (genus) [taxon 5052], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702], Solanum lycopersicum (tomato, species) [taxon 4081], Powellomyces sp. EA (species) [taxon 252690]
- **Mutations:** S6C, S7C, S7D
- **Cell lines:** 12 — Mus musculus (Mouse), Hybridoma (CVCL_J992), C_7 — Mus musculus (Mouse), Transformed cell line (CVCL_UJ36), C — Mus musculus (Mouse), Finite cell line (CVCL_S361), C_12 — Mus musculus (Mouse), Spontaneously immortalized cell line (CVCL_0188), 7 — Cricetulus griseus (Chinese hamster), Spontaneously immortalized cell line (CVCL_H340)

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## References

65 references — full list in the complete paper: https://tomesphere.com/paper/PMC12928610/full.md

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Source: https://tomesphere.com/paper/PMC12928610