Integrated transcriptomic and WGCNA analyses reveal coordinated regulation of pyrethrin biosynthesis and salt stress response in pyrethrum (Tanacetum cinerariifolium)

Tanacetum cinerariifolium is widely cultivated as both an industrial and ornamental crop and is valued for its production of natural insecticidal pyrethrins, which are important in botanical pesticide production. However, how environmental stress affects pyrethrin yield remains unclear. Here, we employed physiological measurements, transcriptome profiling, weighted gene co-expression network analysis (WGCNA), and qRT-PCR to examine how T. cinerariifolium responds to salt stress. Salt stress triggered tissue-specific antioxidant responses, superoxide dismutase (SOD) and catalase (CAT) activities generally increased with salinity, peroxidase (POD) activity peaked under control conditions, and malondialdehyde (MDA) content declined, with distinct trends in leaves and roots. WGCNA identified the MEyellow module (922 genes) as being strongly positively correlated with salt stress and pyrethrin accumulation. Protein-protein interaction (PPI) analysis screened DXS ( 1-deoxy- D -xylulose-5-phosphate synthase ), ZEP ( zeaxanthin epoxidase ), and ENO2 ( enolase 2 ) as central nodes involved in carbon metabolism, abscisic acid (ABA) biosynthesis, as well as pyrethrin accumulation. ABA-related and pyrethrin-biosynthesis-related genes showed tissue-specific expression patterns, with general upregulation in leaves but downregulation or feedback inhibition in roots. Consistent with this pattern, pyrethrin content increased in leaves under salt treatment, suggesting that salt-induced metabolic adjustment helps maintain pyrethrin biosynthesis under stress. Overall, these results suggest that salt stress triggers adaptive metabolic adjustments in T. cinerariifolium , coordinating ABA signaling, carbon metabolism, and tissue-specific gene expression to maintain pyrethrin production under stress. This regulatory framework provides a basis for breeding salt-tolerant, high-pyrethrin T. cinerariifolium varieties.

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Journal
Industrial Crops and Products
Published
2026-10-29
DOI
https://doi.org/10.1016/j.indcrop.2026.124645
Primary Topic
Plant Stress Responses and Tolerance
Type
article
Field-Weighted Citation Impact
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article

Integrated transcriptomic and WGCNA analyses reveal coordinated regulation of pyrethrin biosynthesis and salt stress response in pyrethrum (Tanacetum cinerariifolium)

Tuo Zeng, Jiefang He, Daju Chen, Wenqing Zhang et al.
4 links
Industrial Crops and Products
Plant Stress Responses and Tolerance
article

Integrated transcriptomic and WGCNA analyses reveal coordinated regulation of pyrethrin biosynthesis and salt stress response in pyrethrum (Tanacetum cinerariifolium)

Tuo Zeng, Jiefang He, Daju Chen, Wenqing Zhang, Yingqiang Xie, Xiaoyu Zhu, Xiyan Luo, Gui Luo
article en

Abstract

Tanacetum cinerariifolium is widely cultivated as both an industrial and ornamental crop and is valued for its production of natural insecticidal pyrethrins, which are important in botanical pesticide production. However, how environmental stress affects pyrethrin yield remains unclear. Here, we employed physiological measurements, transcriptome profiling, weighted gene co-expression network analysis (WGCNA), and qRT-PCR to examine how T. cinerariifolium responds to salt stress. Salt stress triggered tissue-specific antioxidant responses, superoxide dismutase (SOD) and catalase (CAT) activities generally increased with salinity, peroxidase (POD) activity peaked under control conditions, and malondialdehyde (MDA) content declined, with distinct trends in leaves and roots. WGCNA identified the MEyellow module (922 genes) as being strongly positively correlated with salt stress and pyrethrin accumulation. Protein-protein interaction (PPI) analysis screened DXS ( 1-deoxy- D -xylulose-5-phosphate synthase ), ZEP ( zeaxanthin epoxidase ), and ENO2 ( enolase 2 ) as central nodes involved in carbon metabolism, abscisic acid (ABA) biosynthesis, as well as pyrethrin accumulation. ABA-related and pyrethrin-biosynthesis-related genes showed tissue-specific expression patterns, with general upregulation in leaves but downregulation or feedback inhibition in roots. Consistent with this pattern, pyrethrin content increased in leaves under salt treatment, suggesting that salt-induced metabolic adjustment helps maintain pyrethrin biosynthesis under stress. Overall, these results suggest that salt stress triggers adaptive metabolic adjustments in T. cinerariifolium , coordinating ABA signaling, carbon metabolism, and tissue-specific gene expression to maintain pyrethrin production under stress. This regulatory framework provides a basis for breeding salt-tolerant, high-pyrethrin T. cinerariifolium varieties.

Industrial Crops and ProductsVol. 253
Guizhou Normal University (CN)
National Natural Science Foundation of China
Zero hunger
Openalex Percentile: Top 15%
Plant Stress Responses and Tolerance
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