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

Drought stress induces pronounced metabolic and transcriptional reprogramming of glucosinolate (GLS) biosynthesis in <i>Brassica oleracea</i>. 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 (<i>MYB28</i>, <i>MYB29</i>, <i>MYB34</i>, <i>MYB122</i>) alongside strong accession-specific induction of <i>CYP79F1</i> (up to 6.3-fold), <i>FMOGS-OX5</i> (up to 4.8-fold), and <i>ST5a</i> (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 <i>Brassica</i> cultivars.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-02-06
DOI
https://doi.org/10.3390/ijms27031598
Primary Topic
Genomics, phytochemicals, and oxidative stress
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

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

Hajer Ben Ammar, Souhir Kabtni, N. Al Achkar, Donata Arena et al.
International Journal of Molecular Sciences
Genomics, phytochemicals, and oxidative stress
article

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

Hajer Ben Ammar, Souhir Kabtni, N. Al Achkar, Donata Arena, Sonia Marghali, M. Amari, Ferdinando Branca
article en

Abstract

Drought stress induces pronounced metabolic and transcriptional reprogramming of glucosinolate (GLS) biosynthesis in <i>Brassica oleracea</i>. 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 (<i>MYB28</i>, <i>MYB29</i>, <i>MYB34</i>, <i>MYB122</i>) alongside strong accession-specific induction of <i>CYP79F1</i> (up to 6.3-fold), <i>FMOGS-OX5</i> (up to 4.8-fold), and <i>ST5a</i> (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 <i>Brassica</i> cultivars.

International Journal of Molecular SciencesVol. 27(3)
University of Catania (IT), Agricultural institute of Slovenia (SI), Tunis El Manar University (TN), University of Palermo (IT)
Openalex Percentile: Top 66%
Genomics, phytochemicals, and oxidative stress
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.