# Integrating Metabolic and Gene Expression Profiling of Glucosinolate Biosynthesis Under Drought Stress in Brassica oleracea

**Authors:** Hajer Ben Ammar, Souhir Kabtni, Donata Arena, Marwen Amari, Nicolas Al Achkar, Ferdinando Branca, Sonia Marghali

PMC · DOI: 10.3390/ijms27031598 · International Journal of Molecular Sciences · 2026-02-06

## TL;DR

This study explores how drought affects glucosinolate production in Brassica oleracea by combining metabolic and gene expression profiling.

## Contribution

The study identifies genotype-specific regulatory mechanisms and metabolic shifts in glucosinolate biosynthesis under drought stress.

## Key findings

- Drought causes accession-specific changes in glucosinolate composition, with significant increases in sinigrin and glucoerucin.
- Correlation analysis shows strengthened positive associations among aliphatic glucosinolates under drought.
- Promoter analysis reveals enrichment of ABA- and stress-responsive elements in drought-related genes.

## Abstract

Drought stress induces pronounced metabolic and transcriptional reprogramming of glucosinolate (GLS) biosynthesis in Brassica oleracea. An integrative approach combining HPLC-based quantification of individual GLSs, quantitative real-time PCR of core biosynthetic and regulatory genes, correlation-based network analysis, and in silico promoter characterization was applied to evaluate drought responses across genetically diverse accessions. Drought triggered strong, accession-specific shifts in GLS composition, with sinigrin content increasing from 35.9% to 55.1% in BR1 and glucoerucin reaching up to 80.2% in CCP1, while indolic GLSs such as glucobrassicin and neoglucobrassicin accounted for >75% of total GLSs in CV2 and CCP3. Hierarchical clustering separated accessions into four distinct drought response clusters independent of morphotype. Correlation analysis revealed drought-induced rewiring of GLS interdependencies, characterized by strengthened positive associations among aliphatic GLSs (r > 0.75). Gene expression profiling identified conserved MYB-centered regulatory modules (MYB28, MYB29, MYB34, MYB122) alongside strong accession-specific induction of CYP79F1 (up to 6.3-fold), FMOGS-OX5 (up to 4.8-fold), and ST5a (up to 5.1-fold). Promoter analysis revealed enrichment of ABA- and stress-responsive cis-regulatory elements. These findings delineate a genotype-dependent regulatory framework underlying GLS plasticity and identify quantitative metabolic and transcriptional markers relevant for breeding drought-resilient Brassica cultivars.

## Linked entities

- **Genes:** MYB28 (myb domain protein 28) [NCBI Gene 836263], MYB29 (myb domain protein 29) [NCBI Gene 830662], MYB34 (myb domain protein 34) [NCBI Gene 836210], MYB122 (myb domain protein 122) [NCBI Gene 843748], CYP79F1 (cytochrome p450 79f1) [NCBI Gene 838211], FMO GS-OX5 (flavin-monooxygenase glucosinolate S-oxygenase 5) [NCBI Gene 837766], LOC103852881 (cytosolic sulfotransferase 16) [NCBI Gene 103852881]
- **Chemicals:** sinigrin (PubChem CID 6911854), glucoerucin (PubChem CID 656539), glucobrassicin (PubChem CID 656506), neoglucobrassicin (PubChem CID 656565)
- **Species:** Brassica oleracea (taxon 3712)

## Full-text entities

- **Genes:** MYB [NCBI Gene 106327854], MYB28 [NCBI Gene 106301630], CYP79F1 [NCBI Gene 106343089]
- **Chemicals:** neoglucobrassicin (MESH:C555404), ABA (MESH:D000040), glucoerucin (MESH:C119493), sinigrin (MESH:C010330), GLS (MESH:D005961), glucobrassicin (MESH:C048308), GLSs (-)
- **Species:** Brassica oleracea (wild cabbage, species) [taxon 3712]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12898713/full.md

## References

75 references — full list in the complete paper: https://tomesphere.com/paper/PMC12898713/full.md

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Source: https://tomesphere.com/paper/PMC12898713