Evolution of terpene synthases in the sesquiterpene biosynthesis pathway and analysis of their transcriptional regulatory network in Asteraceae

Xiuping Yang , Fanbo Meng , Qian Cheng , Pengmian Feng , Xiaoming Song , Wei Chen

Horticulture Research ›› 2025, Vol. 12 ›› Issue (12) : 229

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Horticulture Research ›› 2025, Vol. 12 ›› Issue (12) :229 DOI: 10.1093/hr/uhaf229
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Evolution of terpene synthases in the sesquiterpene biosynthesis pathway and analysis of their transcriptional regulatory network in Asteraceae
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Abstract

The Asteraceae family, one of the largest angiosperm families, is rich in terpenoid secondary metabolites with significant medicinal value. Asteraceae plants have evolved a diverse array of terpenoid biosynthesis pathways, reflecting their adaptive significance and complex regulatory mechanisms. However, the evolutionary patterns and transcriptional regulatory mechanisms governing these biosynthetic processes remain unclear. This study investigates the evolution and transcriptional regulation of terpenoid biosynthesis genes in Asteraceae. Comparative genomic analysis of 19 Asteraceae and six out-group species revealed that Asteraceae species diverged ~74.03 million years ago and were distinctly divided into three subfamilies. A total of 1714 terpene synthase (TPS) genes were identified, predominantly in the TPS-a and TPS-b subfamilies. Caryophyllene-type sesquiterpene biosynthetic gene clusters (BGCs) were detected in 10 species, with their formation due to whole-genome duplication (WGD) and tandem duplication. By integrating weighted gene coexpression network analysis (WGCNA) and machine learning methods, key transcription factors regulating caryophyllene synthase (CPS) in Carthamus tinctorius were identified. A multilayered gene regulatory network was constructed to identify potential regulatory factors involved in TPS gene regulation under light stress. By exploring the evolutionary patterns and potential regulatory relationships involved in terpenoid biosynthesis in Asteraceae, this study provides important insights into TPS gene evolution. In addition, the findings also offer guidance for optimizing genetic engineering strategies in terpenoid-based drug development.

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Xiuping Yang, Fanbo Meng, Qian Cheng, Pengmian Feng, Xiaoming Song, Wei Chen. Evolution of terpene synthases in the sesquiterpene biosynthesis pathway and analysis of their transcriptional regulatory network in Asteraceae. Horticulture Research, 2025, 12(12): 229 DOI:10.1093/hr/uhaf229

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Acknowledgments

This work was supported by Innovation Team and Talents Cultivation Program of National Administration of Traditional Chinese Medicine (No: ZYYCXTD-D-202209) and State Key Laboratory of Southwestern Chinese Medicine Resources (SKLTCM202311).

Author contributions

W.C. and X.S. conceived the project and were responsible for the project initiation. W.C. and X.S. supervised and managed the project and research. Experiments and analyses were designed by X.Y, F.M., and Q.C. Data generation and bioinformatic analyses were performed by X.Y, F.M., and Q.C. The manuscript was organized, written, and revised by X.Y, F.M., Q.C., P.F., W.C., and X.S. All authors read and revised the manuscript.

Data availability

The genome sequence and RNA-seq data analyzed in this study are publicly available, and the corresponding links are provided in Table S26.

Conflict of interest statement

The authors declare there is no conflict of interest.

Supplementary data

Supplementary data is available at Horticulture Research online.

References

[1]

Jan R, Asaf S, Numan M. et al. Plant secondary metabolite biosynthesis and transcriptional regulation in response to biotic and abiotic stress conditions. Agronomy. 2021; 11:968

[2]

GuoX, LiY, LiC. et al. Analysis of the Dendrobium officinale transcriptome reveals putative alkaloid biosynthetic genes and genetic markers. Gene. 2013; 527:131-8

[3]

Chen F, Tholl D, Bohlmann J. et al. The family of terpene syn-thases in plants: a mid-size family of genes for specialized metabolism that is highly diversified throughout the kingdom. Plant J. 2011; 66:212-29

[4]

ShuH-Z, PengC, BuL. et al. Bisabolane-type sesquiter-penoids: structural diversity and biological activity. Phytochem-istry. 2021; 192:112927

[5]

Li J, Hu H, Chen Y. et al. Tissue specificity of (E)-β-farnesene and germacrene D accumulation in pyrethrum flowers. Phytochem-istry. 2021; 187:112768

[6]

Deng J, Wang K, Yang J. et al. β-Caryophyllene promotes the survival of random skin flaps by upregulating the PI3K/AKT signaling pathway. Phytomedicine. 2024; 130:155726

[7]

Boutanaev AM, Moses T, Zi J. et al. Investigation of terpene diversification across multiple sequenced plant genomes. Proc Natl Acad Sci USA. 2015;112:E81-8

[8]

Gershenzon J, Dudareva N. The function of terpene natural products in the natural world. Nat Chem Biol. 2007; 3:408-14

[9]

Tholl D. Biosynthesis and biological functions of terpenoids in plants. Adv Biochem Eng Biotechnol. 2015; 148:63-106

[10]

Zhang H, Sun RR, Liu YF. et al. Research progress on sesquiter-penes from the genus Ainsliaea. Molecules. 2024; 29:5483

[11]

Zhang G, Yang J, Zhang C. et al. Nuclear phylogenomics of Asteraceae with increased sampling provides new insights into convergent morphological and molecular evolution. Plant Com-mun. 2024; 5:100851

[12]

Padilla-González GF, Frey M, Gómez-Zeledón J. et al. Metabolomic and gene expression approaches reveal the developmental and environmental regulation of the secondary metabolism of yacón (Smallanthus sonchifolius, Asteraceae). Sci Rep. 2019; 9:13178

[13]

Borgo J, Wagner MS, Laurella LC. et al. Plant extracts and phyto-chemicals from the Asteraceae family with antiviral properties. Molecules. 2024; 29:814

[14]

Ding N, Wang J, Liu J. et al. Cytotoxic guaianolide sesquiterpenoids from ainsliaea fragrans. J Nat Prod. 2021; 84: 2568-74

[15]

Han X, Chai Y, Lv C. et al. Sesquiterpenes from Artemisia annua and their cytotoxic activities. Molecules. 2022; 27:5079

[16]

Yin Q, Xiang L, Han X. et al. The evolutionary advantage of artemisinin production by Artemisia annua. Trends Plant Sci. 2025; 30:213-26

[17]

Wang Z, Li Z, Ji R. et al. Sesquiterpene lactone from Artemisia argyi inhibited cancer proliferation by inducing apoptosis and ferroptosis via key cell metabolism enzyme NDUFA4. Phy-tomedicine. 2025; 136:156312

[18]

Li L, Liu J, Li X. et al. Sesquiterpenoids from the florets of Carthamus tinctorius (safflower) and their anti-atherosclerotic activity. Nutrients. 2022; 14:5348

[19]

Basha RH, Sankaranarayanan C. β-Caryophyllene, a natu-ral sesquiterpene lactone attenuates hyperglycemia mediated oxidative and inflammatory stress in experimental diabetic rats. Chem Biol Interact. 2016; 245:50-8

[20]

Fu X, Shi P, He Q. et al. AaPDR3, a PDR transporter 3, is involved in sesquiterpene β-caryophyllene transport in Artemisia annua. Front Plant Sci. 2017; 8:723

[21]

Chung K-S, Hong JY, Lee JH. et al. ?-Caryophyllene in the essential oil from Chrysanthemum boreale induces G1 phase cell cycle arrest in human lung cancer cells. Molecules. 2019; 24:3754

[22]

Chu HY, Wegel E, Osbourn A. From hormones to secondary metabolism: the emergence of metabolic gene clusters in plants. Plant J. 2011; 66:66-79

[23]

Nützmann H-W, Osbourn A. Gene clustering in plant specialized metabolism. Curr Opin Biotechnol. 2014; 26:91-9

[24]

Rabara RC, Kudithipudi C, Timko MP. Identification of terpene-related biosynthetic gene clusters in tobacco through computational-based genomic, transcriptomic, and metabolic analyses. Agronomy. 2023; 13:1632

[25]

Liao B, Shen X, Xiang L. et al. Allele-aware chromosome-level genome assembly of Artemisia annua reveals the correla-tion between ADS expansion and artemisinin yield. Mol Plant. 2022; 15:1310-28

[26]

Chen H, Guo M, Dong S. et al. A chromosome-scale genome assembly of Artemisia argyi reveals unbiased subgenome evo-lution and key contributions of gene duplication to volatile terpenoid diversity. Plant Commun. 2023; 4:100516

[27]

Wei T, van Treuren R, Liu X. et al. Whole-genome resequencing of 445 Lactuca accessions reveals the domestication history of cultivated lettuce. Nat Genet. 2021; 53:752-60

[28]

Ventimiglia M, Marturano G, Vangelisti A. et al. Genome-wide identification and characterization of exapted transposable ele-ments in the large genome of sunflower (Helianthus annuus L.). Plant J. 2023; 113:734-48

[29]

Song A, Su J, Wang H. et al. Analyses of a chromosome-scale genome assembly reveal the origin and evolution of cultivated chrysanthemum. Nat Commun. 2023; 14:2021

[30]

Wu Z, Liu H, Zhan W. et al. The chromosome-scale reference genome of safflower (Carthamus tinctorius) provides insights into linoleic acid and flavonoid biosynthesis. Plant Biotechnol J. 2021; 19:1725-42

[31]

Postnikova OA, Minakova NY, Boutanaev AM. et al. Cluster-ing of pathogen-response genes in the genome of Arabidopsis thaliana. J Integr Plant Biol. 2011; 53:824-34

[32]

Bryson AE, Lanier ER, Lau KH. et al. Uncovering a miltiradiene biosynthetic gene cluster in the Lamiaceae reveals a dynamic evolutionary trajectory. Nat Commun. 2023; 14:343

[33]

Yang X, Gao S, Guo L. et al. Three chromosome-scale Papaver genomes reveal punctuated patchwork evolution of the mor-phinan and noscapine biosynthesis pathway. Nat Commun. 2021; 12:6030

[34]

Wu S, Malaco Morotti AL, Wang S. et al. Convergent gene clusters underpin hyperforin biosynthesis in St John’s wort. New Phytol. 2022; 235:646-61

[35]

Nützmann H-W, Scazzocchio C, Osbourn A. Metabolic gene clusters in eukaryotes. Annu Rev Genet. 2018; 52:159-83

[36]

Field B, Fiston-Lavier AS, Kemen A. et al. Formation of plant metabolic gene clusters within dynamic chromosomal regions. Proc Natl Acad Sci USA. 2011; 108:16116-21

[37]

Wang Q, Zhao X, Jiang Y. et al. Functions of representative ter-penoids and their biosynthesis mechanisms in medicinal plants. Biomolecules. 2023; 13:1725

[38]

Hao X, Pu Z, Cao G. et al. Tanshinone and salvianolic acid biosynthesis are regulated by SmMYB98 in Salvia miltiorrhiza hairy roots. J Adv Res. 2020; 23:1-12

[39]

Qin W, Xie L, Li Y. et al. An R2R3-MYB transcription factor positively regulates the glandular secretory trichome initiation in Artemisia annua L. Front Plant Sci. 2021; 12:657156

[40]

Emms DM, Kelly S. OrthoFinder: phylogenetic orthology infer-ence for comparative genomics. Genome Biol. 2019; 20:238

[41]

dos Reis M, Yang Z. Bayesian molecular clock dating using genome-scale datasets. Methods Mol Biol. 2019; 1910: 309-30

[42]

Jeffares DC, Tomiczek B, Sojo V. et al. A beginners guide to estimating the non-synonymous to synonymous rate ratio of all protein-coding genes in a genome. Methods Mol Biol. 2015; 1201: 65-90

[43]

Reis MD, Yang Z. Approximate likelihood calculation on a phy-logeny for Bayesian estimation of divergence times. Mol Biol Evol. 2011; 28:2161-72

[44]

Kumar S, Suleski M, Craig JM. et al. TimeTree 5: an expanded resource for species divergence times. Mol Biol Evol. 2022;39:msac174

[45]

Tang H, Krishnakumar V, Zeng X. et al. JCVI: a versatile toolkit for comparative genomics analysis. iMeta. 2024; 3:e211

[46]

Scesa PD, Lin Z, Schmidt EW. Ancient defensive terpene biosyn-thetic gene clusters in the soft corals. Nat Chem Biol. 2022; 18: 659-63

[47]

Bessada SMF, Barreira JCM, Oliveira MBPP. Asteraceae species with most prominent bioactivity and their potential applica-tions: a review. IndCropProd. 2015; 76:604-15

[48]

Zhang B, Wang Z, Han X. et al. The chromosome-scale assem-bly of endive (Cichorium endivia) genome provides insights into the sesquiterpenoid biosynthesis. Genomics. 2022; 114: 110400

[49]

Smit SJ, Lichman BR. Plant biosynthetic gene clusters in the context of metabolic evolution. Nat Prod Rep. 2022; 39: 1465-82

[50]

Li P, Yan MX, Liu P. et al. Multiomics analyses of two Leonurus species illuminate leonurine biosynthesis and its evolution. Mol Plant. 2024; 17:158-77

[51]

Han Z, Xu Z, Xu Y. et al. Phylogenomics reveal DcTPS-mediated terpenoid accumulation and environmental response in Den-drobium catenatum. IndCropProd. 2024; 208:117799

[52]

Huang X-C, Tang H, Wei X. et al. The gradual establishment of complex coumarin biosynthetic pathway in Apiaceae. Nat Commun. 2024; 15:6864

[53]

Nguyen L-T, Schmidt HA, von Haeseler A. et al. IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. MolBiolEvo.l 2015; 32: 268-74

[54]

Jeffares DC, Tomiczek B, Sojo V. et al. A beginners guide to estimating the non-synonymous to synonymous rate ratio of all protein-coding genes in a genome. In: Peacock C,ed. Para-site Genomics Protocols. Springer New York: New York, NY, 2015, 65-90

[55]

De Bie T, Cristianini N, Demuth JP. et al. CAFE: a computa-tional tool for the study of gene family evolution. Bioinformatics. 2006; 22:1269-71

[56]

Meng F, Chu T, Feng P. et al. Genome assembly of Poly-gala tenuifolia provides insights into its karyotype evolu-tion and triterpenoid saponin biosynthesis. Hortic Res. 2023;10: uhad139

[57]

Potter SC, Luciani A, Eddy SR. et al. HMMER web server: 2018 update. Nucleic Acids Res. 2018;46:W200-4

[58]

Katoh K, Misawa K, Kuma KI. et al. MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res. 2002; 30:3059-66

[59]

Kautsar SA, Suarez Duran HG, Blin K. et al. plantiSMASH: automated identification, annotation and expression analysis of plant biosynthetic gene clusters. Nucleic Acids Res. 2017;45: W55-63

[60]

Shi Z-X, Xiang L, Zhao HM. et al. High-throughput single-molecule long-read RNA sequencing analysis of tissue-specific genes and isoforms in lettuce (Lactuca sativa L.). Commun Biol. 2024; 7:920

[61]

Kim KD, Shim J, Hwang JH. et al. Chromosome-level genome assembly of milk thistle (Silybum marianum (L.) Gaertn.). Scientific Data. 2024; 11:342

[62]

Krueger F, James F, Ewels P. et al. FelixKrueger/TrimGalore: v0.6.10—add default decompression path (0.6.10). Zenodo

[63]

Kim D, Paggi JM, Park C. et al. Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype. Nat Biotechnol. 2019; 37:907-15

[64]

Li H, Handsaker B, Wysoker A. et al. The sequence alignmen-t/map format and SAMtools. Bioinformatics. 2009; 25:2078-9

[65]

Liao Y, Smyth GK, Shi W. featureCounts: an efficient general pur-pose program for assigning sequence reads to genomic features. Bioinformatics. 2014; 30:923-30

[66]

Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014; 15:550

[67]

Langfelder P, Horvath S. WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics. 2008; 9: 559

[68]

Kumari S, Deng W, Gunasekara C. et al. Bottom-up GGM algo-rithm for constructing multilayered hierarchical gene regula-tory networks that govern biological pathways or processes. BMC Bioinformatics. 2016; 17:132

[69]

Jia Y, Niu Y, Zhao H. et al. Hierarchical transcription factor and regulatory network for drought response in Betula platyphylla. Hortic Res. 2022;9:uhac040

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