Abstract
Medicinal plants are a valuable source of essential medicines and herbal products for healthcare and disease therapy. Compared with chemical synthesis and extraction, the biosynthesis of natural products is a very promising alternative for the successful conservation of medicinal plants, and its rapid development will greatly facilitate the conservation and sustainable utilization of medicinal plants. Here, we summarize the advances in strategies and methods concerning the biosynthesis and production of natural products of medicinal plants. The strategies and methods mainly include genetic engineering, plant cell culture engineering, metabolic engineering, and synthetic biology based on multiple “OMICS” technologies, with paradigms for the biosynthesis of terpenoids and alkaloids. We also highlight the biosynthetic approaches and discuss progress in the production of some valuable natural products, exemplifying compounds such as vindoline (alkaloid), artemisinin and paclitaxel (terpenoids), to illustrate the power of biotechnology in medicinal plants.
Keywords: biosynthetic strategies, biotechnology, natural products, medicinal plants, synthetic biology
1. Introduction
Traditional Chinese medicine (TCM) has a long history of treating human diseases documented in various cultures (Yuan, Ma, Ye, & Piao, 2016). Based on thousands of years of medical practice and experience, TCM has a wealth of “clinical trial” data that guarantees its effectiveness and safety. With the development of modern science and technology, more and more pharmacological effects and therapeutic mechanisms of medicinal plants have been identified, and TCM has become a part of modern medicine. The natural bioactive compounds of medicinal plants are considered to play a leading role in the treatment of diseases, and these compounds will continue to be used in large quantities to meet the urgent need to develop effective drugs. The low content of natural products in medicinal plants and the growing demand for these bioactive compounds have stimulated research into chemical and/or biotechnological synthesis. However, the total chemical synthesis of natural products has proven to be difficult, complex and economically unsuitable for commercial production. While the extraction of natural products from wild plant sources is an alternative. However, wild plants typically accumulate low concentrations of natural products over long growing periods, and over-harvesting of wild plants often leads to negative environmental and ecological impacts. Furthermore, purification of the desired compound requires special separation from a wide variety of compounds in medicinal plants, especially those with similar structures and yields.
Biosynthesis of natural products using biotechnological systems is more forward-looking tools. Advances in plant tissue culture and fermentation processes, as well as improvements in plant and microbial engineering techniques and in synthetic biology of natural products, have opened new avenues for efficient large-scale production of bioactive compounds. These efficient and widely used biosynthetic systems and methods include genetic engineering, plant cell culture engineering, metabolic engineering, and synthetic biology based on multiple “OMICS” technologies (Fig. 1). Herein, we will focus on the challenges and opportunities of current biosynthetic strategies from the four above aspects of comprehensive view and discuss the latest and unprecedented advancements of these valuable natural products in the field of biosynthesis, using the biosynthesis of vindoline (alkaloids), artemisinin and paclitaxel (terpenoids) as examples, to illustrate how biotechnology and biosynthetic strategies could pave the way for a broader manufacturing palette of natural products from medicinal plants.
Fig. 1.
Strategies for biosynthesis of natural products, including genetic engineering, plant cell culture engineering, metabolic engineering, and synthetic biology based on multiple “OMICS” technologies.
2. Genetic engineering
The developments and advances in genetic engineering have led to the creation of systems for obtaining valuable natural products on a large scale. Based on genetic engineering approaches, a necessary first step in scaling up natural product production is the identification of genes, enzymes, and metabolites involved in biosynthetic pathways through transcriptomics, genomics, proteomics, and metabolomics technologies.
2.1. Identification of biosynthesis-related genes based on “OMICS”
The strategy of genome-wide expression profiling analysis is a powerful tool for the discovery and identification of genes involved in biosynthetic pathways. In addition to genes encoding enzymes involved in natural product biosynthetic pathways, genes encoding transcription factors and transporters also play roles in the regulation of natural product biosynthesis and compartmentalization (transport) in plant cells. The application of “omics” tools has accelerated the study of transcriptome and metabolite profiles in various tissues under different physiological and pathological conditions. The approaches to genome/transcriptome and metagenomic analysis have led to the discovery of novel genes, gene clusters, and biological processes involved in secondary biosynthetic pathways.
Transcriptome profiling is a promising method to rapidly elucidate biological processes in medicinal plants, which can provide genetic information related to biosynthesis, growth, development, and genetic diversity of biologically active compounds. Expressed sequence tag (EST), DNA microarrays, and next-generation sequencing (NGS) technologies can simultaneously analyze the expression levels of thousands of genes and provide reliable transcriptomic data for comparing the relative expression level of the same transcript under different conditions. The analysis of differential gene expression using transcriptome datasets in certain samples can reveal up- or down-regulated transcripts encoding proteins responsible for the biosynthesis of desired compounds. Currently, genome (transcriptome) sequences based on NGS technology provide a large amount of data for the identification of biosynthetic genes (Luo and Chen, 2019, Morozova & Marra, 2008). Whole genome sequences contain genetic information about the origin, evolution, growth and development, and biosynthesis of medicinal plant active ingredients. The genes involved in biosynthesis and transport of bioactive compounds have been screened and identified by genome sequencing of Ganoderma lucidum (Curtis) P. Karst. (Tian, Wang, Liu, Zhang, & Li, 2021), Wolfiporia cocos (F. A. Wolf) Ryvarden & Gilb. (Luo et al., 2020), Dendrobium officinale Kimura et Migo (Niu et al., 2021), Salvia miltiorrhiza Bunge (Song et al., 2020, Xu, Ji, Zhang, Song, & Chen, 2016), Panax ginseng C. A. Meyer (Kim et al., 2018), Artemisia annua L. (Shen et al., 2018), Papaver somniferum L. (Guo et al., 2018, Yang et al., 2021), Glycyrrhiza uralensis Fisch. (Mochida et al., 2017) and Siraitia grosvenorii (Swingle) C. Jeffrey (Itkin et al., 2016).
Metagenomics approaches for studying natural products have been used to identify novel biosynthetic gene clusters involved in biosynthesis of natural products (Uchiyama & Miyazaki, 2009). This metagenomic approach begins by isolating mixed genomic DNA from pools of multi-organism origin and then cloning the DNA into appropriate vectors (e.g. bacterial artificial chromosomes and cosmid shuttle vectors). The vector is then transformed into a suitable host strain and grown under proper conditions. The heterologous expression of this environment-derived DNA (metagenomics) has been explored to identify microbial biosynthetic pathways. This method has also been used to assess the potential production of secondary metabolites and drugs in marine and terrestrial bacterial symbionts. The field of metagenomic-based gene discovery offers enormous opportunities and potential to advance the development of microbiology and biotechnology. The advantage of this approach is that most bacterial secondary metabolic pathways are tightly clustered on chromosomes. Gene clusters make it possible and feasible to clone and heterologously express biosynthetic genes from fragments of genomic DNA. However, experimental verification of the predicted products produced by these biosynthetic gene clusters and expansion of the resulting heterologous hosts to different genera remains a formidable challenge.
2.2. Characterization of enzymes
Proteomics has emerged as a potential method to identify key enzymes or proteins involved in natural product biosynthesis. In contrast to transcriptome analysis or genome mining, proteomics allows the direct identification of enzymes or novel proteins involved in biosynthetic pathways. Transcriptome/genome analysis can only provide information about the biosynthetic potential of an organism, but cannot reveal which biosynthetic pathways are expressed. Proteomic analysis of A. annua elucidated the biosynthetic pathway of the antimalarial pro-drug artemisinin, and identified multiple proteins related to artemisinin biosynthesis, such as 3-hydroxy-3-methyl glutaryl coenzyme A reductase, cytochrome P450, artemisinin aldehyde A reductase (Bryant, Flatley, Patole, Brown, & Cramer, 2015). Jacobs, Gaspari, van der Greef, van der Heijden, & Verpoorte, 2005 used a proteomic approach to identify novel proteins involved in alkaloid biosynthesis from Catharanthus roseus cell cultures. Desgagné-Penix et al. (2010) identified the enzymes involved in sanguinarine biosynthesis in poppy cell cultures by integrating next-generation 454 pyrosequencing and advanced LC-MS/MS analysis.
Metabolomics is defined as the comprehensive analysis of the global metabolite profile in a biological system (such as a cell, tissue or organism) under given conditions, where all metabolites can be identified and quantified. In contrast to transcriptomics and proteomics, metabolomics represents the ultimate biochemical phenotypes associated with the physiological, developmental and pathological states of biological systems. Metabolites can represent functional entities at the functional genomic level. The isolation of transcripts encoding opium poppy salutaridine reductase based on analysis of macroarray-based expression and metabolic profiling data of morphinan-producing and non-morphinan-producing Papaver species (Ziegler et al., 2006).
2.3. Genetic transformation of biosynthesis-related genes
Genetic transformation techniques for transforming biosynthetic genes into cultured plant cells, tissues or microorganisms for heterologous expression have proven to be powerful tools for the production of compounds. To increase the yields of compounds, genetic transformation methods have been employed to overexpress biosynthetic genes encoding enzymes in specific rate-limiting steps, or to modulate transcription factors that control multiple biosynthetic genes to block competing pathways/catabolism or generate new compounds in alternative plant species. It is attractive to produce transgenic plants (or microorganisms) to obtain consistently high yields of compounds. For example, the transformation of the taxadiene synthase gene into A. thaliana and tomato resulted in the accumulation of taxadiene in Arabidopsis cells and tomato freeze-dried fruit, respectively (Kovacs et al., 2007; Besumbes et al., 2004). Uefuji et al. (2005) reported that tobacco plants were transformed with genes such as xanthosine methyltransferase, 7-methylxanthine methyltransferase and 3,7-dimethylxanthine methyltransferase to produce caffeine.
3. Engineering of plant cell cultures
Plant cells are biosynthetic totipotent, a property that results in plant cells, organs and tissues producing various chemicals found in the parent plant in vitro. Compared to the time-consuming, costly, and environmental damage inherent in isolating natural products from wild plants, plant cell culture provides a renewable, large-scale, and easily scalable source of natural products. Plant cell culture facilitates the production of compounds free of microbial and insect contamination in a controlled environment, unaffected by climate change and various environmental factors. However, slow growth of plant cells, genetic instability, low productivity, and inability to maintain photoautotrophic growth in culture still present challenges for their application in natural product production. Therefore, screening high-yielding cell lines and manipulating nutrients to optimize culture conditions are prerequisites for increasing yield. In addition, plant cell cultures can also be used to study biosynthetic pathways and molecular mechanisms of bioactive compounds. Numerous strategies have been developed and utilized to enhance the production of natural products using plant cell cultures, such as precursor feeding and elicitation.
3.1. Precursor feeding
Precursor feeding has been used to increase the production of secondary metabolites in plant cell cultures. Precursors or intermediates that are present in abundance at the beginning of a biosynthetic pathway often provide a good opportunity to increase the yield of the final product in the biosynthetic pathway. The addition of precursors, such as 1-deoxy-D-xylulose, loganin, and tryptamine, resulted in increased alkaloid production in C. roseus hairy root cultures and cell suspensions, respectively (Peebles, Hong, Gibson, Shanks, & San, 2006). The addition of mevalonic acid lactone to cell cultures of the Indian variety of A. annua stimulated the production of artemisinin (Baldi & Dixit, 2008). These studies illustrate complex aspects of secondary biosynthetic pathways in plant cell cultures.
3.2. Elicitation of plant cell cultures
Elicitation of plant cell cultures has been cited as an effective strategy to increase the productivity of bioactive secondary metabolites. Various biotic and abiotic elicitors are efficient in stimulating the production of many valuable natural products in plant cell cultures (Thanh, Murthy, Yu, Hahn, & Paek, 2005). The methyl jasmonate (MeJA) elicitation for taxoid biosynthesis stimulation was shown to be efficient because a number of important genes in the terpene pathway (e.g., geranylgeranyl diphosphate synthase and taxadiene synthase) were MeJA inducible. Wang & Zhong, (2002) reported that multiple jasmonic acid (JA) inducers in a bioreactor can increase paclitaxel production in cell suspensions to 612 mg/L. Vázquez-Flota et al. (2009) reported differential responses to chemical elicitors such as MeJA, salicylic acid, and ethylene in C. roseus in vitro cultures, including cell suspensions, hairy roots, and rootless shoot cultures, and they suggested that different elicitors induced the accumulation of products in different cultures.
3.3. Plant cell cultures in bioreactors
Bioreactors have been widely used for the production of biomass (e.g., cells, shoots, roots, organs, or embryogenic propagules), metabolites and enzymes, and biotransformation of exogenously added metabolites. Bioreactor-based biotransformation offers great potential for the production of a variety of bioactive compounds from plant cell cultures. Plant cell cultures in bioreactors designed to produce important pharmaceutical compounds through metabolic engineering have become more competitive due to their higher productivity than whole plants. The production of vinblastine, vindoline (Zhao & Verpoorte, 2007), paclitaxel (Frense, 2007), artemisinin (Liu, Zhao, & Wang, 2006), and ginsenoside (Palazón et al., 2003) have been successfully carried out in bioreactors. A number of strategies have been investigated to increase the yield of plant cell cultures in bioreactors, such as reactor design, cell fixation, enzyme induction, shear sensitivity, and characterization of cell heterogeneity and variability in plant cell suspension cultures (Kolewe, Gaurav, & Roberts, 2008). The optimization of media ingredients, concentration, and environmental factors, combined with the use of appropriate culture strategies, paves the way for successful bioprocessing of natural products. Furthermore, fermentation technology based on plant cell culture in bioreactors can not only be applied to produce natural products, but can also be optimized by cellular and molecular breeding techniques to consistently provide high and stable yields.
4. Metabolic engineering
Metabolic engineering is a platform technology for optimizing industrial fermentation processes by introducing targeted genetic changes to produce compounds using recombinant DNA technology. Production optimization of natural products is often accomplished by reconstituting biosynthetic pathways in heterologous microorganisms to construct engineered, genetically tractable microbial strains or in plants. Successful metabolic engineering relies on improved strains designed and constructed through genetic engineering based on a comprehensive analysis of cellular function. Metabolic engineering provides a powerful approach to achieve yield enhancement of natural products in a short period of time in a large-scale mode in microorganisms or plants.
4.1. Strategies of metabolic engineering
Recombinant microorganisms or transgenic plant tissue cultures can be used to produce important natural compounds for industrial production only if the metabolites of interest need to be overproduced. In addition to the selection of high-yielding cell lines and other growth condition parameters, a comprehensive understanding of the molecular mechanisms of metabolic pathways is necessary to overexpress key genes involved in rate-limiting steps. After obtaining and characterizing biosynthetic genes, the following challenges for metabolic engineering are efficient genetic manipulation of microbial or plant cells/tissues, including fine-tuning of regulatory elements, and expression of native and heterologous pathways. Previous studies related to the importance of microbial or plant cell/tissue culture through metabolic engineering have successfully increased yields of natural products such as paclitaxel, artemisinin, flavonoids and alkaloids (Engels, Dahm, & Jennewein, 2008). Table 1 summarizes molecular strategies for metabolic engineering overproduction of natural products. The ultimate aim is to develop more general methods that allow efficient increases in yield or productivity through metabolic engineering techniques.
Table 1.
Strategies of metabolic engineering for production of natural products.
Explanation of strategies | References |
---|---|
Elucidation of biosynthetic pathways | |
Combination of “omics” technology with all known pathway intermediates and enzymes/genes | Oksman-Caldentey, Inzé, & Orešič, 2004 |
Selection of genes encoding the pathway enzymes in the case of multi-gene families | |
Genetic manipulation of biosynthetic pathways | |
Regulation of transcription factors whose products may function as transcriptional activators or repressors | Broun, 2004 |
Overexpression of rate-limiting genes encoding key enzymes that limit specific pathways | Verpoorte & Memelink, 2002 |
Selection of appropriate promoters (e.g., 35S CaMV promoter or tissue/cell-specific, or -independent promoters) | |
Utilization of inter- and intra-cellular transport mechanisms for compartmentation of intermediates and end-products | Allen et al., 2004 |
Down-regulation of competitive pathways or existing reactions | Guo, Chen, Dong, Zhang, & Luo, 2022 |
Optimization of codons for heterologous proteins | |
Overproduction of precursors of desired compounds | Leonard et al., 2010 |
Introduction of genes encoding secreted proteins that convert the substrates to compounds which can be directly metabolized | |
Engineering approaches | |
Engineering of cytochrome P450 enzymes | Chemler & Koffas, 2008 |
Using the combinatorial biosynthesis approaches | Julsing, Koulman, Woerdenbag, Quax, & Kayser, 2006 |
4.2. Combinatorial biosynthesis
Combinatorial biosynthesis is based on the application of genetic engineering to modify biosynthetic pathways in microbes to produce novel or altered-structure natural products. Specifically, the approach of combinatorial biosynthesis is to combine biosynthetic genes from different microorganisms to produce libraries of hybrid structure. Hopwood et al. (1985) described the formation of novel isochromanequinone metabolites through genetic engineering and demonstrated the feasibility of this approach for the first time. The application of combinatorial biosynthesis for natural products led to the production of polyketides, oligopeptides, and erythromycin analogs (Julsing, Koulman, Woerdenbag, Quax, & Kayser, 2006). The combinatorial biosynthesis of natural products, in the broader sense of the term, falls into the category of metabolic engineering. Combinatorial biosynthesis must be defined not only on the metabolic level but also on the molecular level, so as to combine genes (also the corresponding enzymes) and products of different organisms to produce bioactive compounds. The transfer of the biosynthetic genes (or gene clusters) of desired compounds into heterologous hosts, based on the combinatorial biosynthesis concept, is an attractive alternative to produce the original products and even to generate novel analogs with modified and complex structures. However, several problems hinder the application of this technique, such as inefficiency of regulatory elements in the regulation of foreign gene expression, limitation of substrate specificity of the biosynthetic enzymes, lower yields of engineered new metabolites and so on. With the increasing identification of biosynthesis-related genes and the comprehensive understanding of biosynthetic pathways from different organisms, the approach of combinatorial biosynthesis continues to be viable and can be a most exciting area for biotechnology.
4.3. Engineering of cytochrome P450s
Cytochrome P450 enzymes play key roles in different reactions (e.g., oxidation and hydroxylation) involved in the biosynthesis of a wide range of compounds, such as alkaloids, terpenoids, sterols, phenylpropanoids, hormones, lignins, and fatty acids. P450s generally catalyze the reactions of C-hydroxylation, heteroatom oxygenation, heteroatom release and epoxide formation. Some of the P450s functionalize the core structure of the molecule in a regio- and stereo-selective manner to increase the structural diversity of plant secondary metabolites. However, P450s, belonging to diverse gene families and possessing a variety of conserved domains, are difficult to isolate, and it is difficult to identify the exact enzyme involved in a specific biosynthesis pathway. In addition, P450s are membrane-bound enzymes and are suitable to heterologous expression only in eukaryotes like yeast. By comparison with eukaryotic heterologous systems, the prokaryotic expression systems, like Escherichia coli for P450s, are limited, due to several reasons, including improper protein folding or membrane translation, a lack of the energy production and post-translational modification of the heterologous expression of proteins, and a general toxicity to the host cells. Many studies and efforts have demonstrated that the optimization of the heterologous expression of P450s facilitates the biosynthetic production of natural products. Membrane translation by altering a P450 membrane anchor is a promising alternative to successful heterologous expression of P450s in E. coli. The functional expression of some P450s in E. coli with the proper membrane translation has led to the production of terpenoids (Chang, Eachus, Trieu, Ro, & Keasling, 2007), flavonoids (Leonard, Yan, & Koffas, 2006), and isoflavones (Leonard & Koffas, 2007). Gillam (2008) also reported the strategies for engineering P450 enzymes in biological applications. The creation of P450 chimeras, which mimic protein complexes that exist in native plants, led to the fusion of P450 to the enzyme providing the P450 substrate (Tian & Dixon, 2006).
5. Natural products of medicinal plants by synthetic biology
Based on the research of herbal genomics, synthetic biology of medicinal plants can realize the orientable and efficient heterologous synthesis of medicinal active ingredients, through understanding the biosynthetic pathway of pharmacological products and reconstructing the biosynthetic pathways and metabolic networks in heterologous expression system. The research strategies of TCM synthetic biology include the following aspects: exploring the biological elements that participate in metabolic pathways of pharmacological products; designing and standardizing the biological elements; selection and modification of the heterologous expression cells; assembly and integration of the metabolic pathways, synthesis of active ingredients and structural identification. In this section, we will discuss the significant progress of vindoline, taxol and artemisinin synthetic biology, which greatly relieved the problem of the ever-growing demand for above bioactive natural products and the low content in relevant medicinal plants. Specially, these compounds possess the significant anticancer activity and antimalarial resistance. The researches on the biosynthesis and production of these compounds in vivo and in vitro have important reference value for exploiting new resource of other medicinal active ingredients using TCM synthetic biology.
5.1. Engineering of vindoline biosynthesis
Vincristine and vinblastine, the terpenoid indole alkaloids (TIAs) produced in C. roseus, are used as important anticancer drugs. Biosynthesis of TIAs starts with the production of strictosidine, which is formed by the condensation of the terpenoid precursor secologanin and the indole precursor tryptamine (Fig. 2). And then tabersonine is sequentially converted to vindoline by a seven-step enzymatic process. In the last, vincristine and vinblastine are derived from the coupling of vindoline and catharanthine. The genes of TIA biosynthetic pathway encoding the enzymes have been characterized. In addition, several studies have demonstrated that several transcription factors regulate the biosynthesis of vinblastine and vindoline (Table 2).
Fig. 2.
Biosynthetic pathways of vindoline and vinblastine in C. roseus. The enzyme-coding genes represented on the solid lines in the pathways were summarized from the references listed in Table 2.
Table 2.
Genes or transcription factors involved in vindoline and vinblastine biosynthesis.
Genes or transcription factors | Abbreviations | References |
---|---|---|
Iridoid pathway | ||
Geraniol synthase | GES | Simkin et al., 2013 |
Geraniol 10-hydroxylase | G10H | Collu et al., 2001 |
10-Hydroxygeraniol oxidoreductase | 10-HGO | Krithika et al., 2015 |
Iridodial synthase | IRS | Geu-Flores et al., 2012 |
7-Deoxyloganetic acid synthase | 7DLS | Salim, Wiens, Masada-Atsumi, Yu, & De Luca, 2014 |
7-Deoxyloganetic acid glucosyltransferase | 7-DLGT | Asada et al., 2013 |
7-Deoxyloganic acid 7-hydroxylase | DL7H | Salim, Yu, Altarejos, & De Luca, 2013 |
Loganic acid O-methyltransferase | LAMT | Murata, Roepke, Gordon, & De Luca, 2008 |
Secologanin synthase | SLS | Irmler et al., 2000 |
Shikimate pathway | ||
Anthranilate synthase | AS | Sun, Manmathan, Sun, & Peebles, 2016 |
Trytophan decarboxylase | TDC | Sharma, Verma, Mathur, & Mathur, 2018 |
Formation of strictosidine | ||
Strictosidine synthase | STR | Sharma, Verma, Mathur, & Mathur, 2018 |
Conversion of strictosidine to vindoline | ||
Strictosidine β–D-glucosidase | SGD | Geerlings, Ibañez, Memelink, van der Heijden, & Verpoorte, 2000 |
Geissoschizine synthase | GS | Qu et al., 2018a |
Geissoschizine oxidase | GO | Qu et al., 2018b |
Redox 1 | Redox1 | |
Redox 2 | Redox2 | |
Stemmadenine-O-acetyltransferase | SAT | |
Precondylocarpine acetate synthase (O-acetylstemmadenine oxidase) |
PAS(ASO) | Caputi et al., 2018 |
Dihydroprecondylocarpine synthase | DPAS | |
Hydrolase 1 | TS(HL1) | Qu et al., 2018b |
Hydrolase 2 | CS(HL2) | |
Tabersonine-16-hydroxylase 2 | T16H2 | Qu et al., 2015 |
16-Hydroxytabersonine-O-methyltransferase | 16OMT | Levac, Murata, Kim, & De Luca, 2008 |
Tabersonine 3-oxygenase | T3O | Qu et al., 2015 |
Tabersonine 3-reductase | T3R | |
N-methyltransferase | NMT | Deluca, Balsevich, Tyler, & Kurz, 1987 |
Deacetylvindoline-4- hydroxylase | D4H | Qu et al., 2015 |
Deacetylvindoline-4-O-acetyltransferase | DAT | Wang et al., 2010 |
Peroxidase 1 | CrPRX1 | Costa et al., 2008 |
Transcription factors | ||
Apetala2/ethylene response factors | ORCA2 | Li et al., 2013 |
ORCA3 | Pan et al., 2012 | |
ORCA4/ORCA5 | Paul et al., 2017 | |
CR1 | Liu et al., 2017 | |
Basic helix-loop-helix factors | MYC2 | Zhang et al., 2011 |
BIS1/BIS2 | Van Moerkercke et al., 2016 | |
RMT1 | Patra, Pattanaik, Schluttenhofer, & Yuan, 2018 | |
Cys2/His2-type zinc finger proteins | ZCT1/ZCT2/ZCT3 | Pauw et al., 2004 |
MYB-like factor | BPF1 | van der Fits, Zhang, Menke, Deneka, & Memelink, 2000 |
G-box-binding factors | GBF1/GBF2 | Sui et al., 2018 |
Jasmonate ZIM domain | JAZ | Patra, Pattanaik, Schluttenhofer, & Yuan, 2018 |
The extremely low yield of vindoline from C. roseus plants (3 mg/kg) triggered the efforts to explore the production of these alkaloids by engineering approaches. The early availability of genes of TDC and STR, both of which have been studied extensively in C. roseus cell cultures, facilitated several metabolic engineering studies on the TIA production. The constitutive over-expression of STR or TDC led to the efficient accumulation of TIAs in the transgenic C. roseus cell lines (Whitmer et al., 2002a, Whitmer et al., 2002b), and hairy root cultures (Morgan & Shanks, 2000). Geerlings et al. (2001) reported that the co-overexpression of SGD in the recombinant host Saccharomyces cerevisiae, which contained TDC and STR, resulted in the formation of a large amount of strictosidine. Besides the above-mentioned engineering manipulations, TDC and STR isolated from C. roseus have also been transformed into suspension cell cultures of Nicotiana tabacum, which has led to the production of strictosidine upon feeding with secologanin (Hallard et al., 1997). In addition, a promising alternative in the expression engineering of a single or a few genes is to regulate transcription factors, which generally control multiple steps of genes involved in a biosynthetic pathway. Because the ORCA3 transcription factor controls several steps of TIA biosynthesis, overexpression of ORCA3 in C. roseus cell cultures was sufficient to elevate the level of several intermediates, but it did not result in increased alkaloid production due to the fact that it did not regulate G10H (Pan et al., 2012). A three-fold increase in the alkaloid production in the ORCA3 transgenic C. roseus cell cultures was detected, as compared with control cells, only when the cultures were supplemented with loganin, the secologanin precursor (van der Fits & Memelink, 2000). As the full-step TIAs biosynthetic pathway from C. roseus was identified, significant progress has been made in de novo biosynthesis for producing vindoline using engineered microbial strain. Liu et al. (2021) used multiple metabolic engineering strategies via the CRISPR/Cas9 mediated multiplex genome integration technology, and the production of vindoline was increased to a final titer as high as 16.5 mg/L. Zhang et al. (2022) accomplished the de novo microbial biosynthesis of vindoline and catharanthine using a highly engineered yeast, and in vitro chemical coupling to vinblastine.
5.2. Engineering of artemisnin biosynthesis
Artemisinin, a sesquiterpene lactone, are famous for their use in the treatment of malaria. So far, the artemisinin biosynthetic pathway has been well elucidated. Briefly, the two independent pathways of the cytosol-localized mevalonate acid (MVA) pathway and the plastid-localized 2-C-methyl-D-erythritol 4-phosphate (MEP) pathway exist in higher plants leading to the formation of isopentenyl diphosphate (IPP) and dimethylallyl diphosphate (DMAPP). IPP and DMAPP were converted to FPP via Farnesyl diphosphate synthase (FPS), followed by cyclization of amorpha-4,11-diene synthase (ADS) and formation of the main intermediate of artemisinin, amorpha-4,11-diene (AD). AD can be cyclized to form the direct precursor of artemisinin under the catalysis of a series of enzyme. The direct precursor of artemisinin was transferred into artemisinin in the end (Fig. 3, Table 3).
Fig. 3.
Biosynthetic pathways of artemisinin in A. annua. The enzyme-coding genes represented on the solid lines in the pathways were summarized from the references listed in Table 3. The dashed line indicates the enzymes for the proposed catalytic reactions were not identified.
Table 3.
Genes or transcription factors involved in artemisinin biosynthesis.
Genes or transcription factors | Abbreviations | References |
---|---|---|
Gene names | ||
3-Hydroxy-3-methylglutaryl-CoA reductase | HMGR | Aquil, Husaini, Abdin, & Rather, 2009 |
1-deoxy-D-xylulose 5-phosphate synthase | DXS | Olsson et al., 2009 |
1-deoxy-D-xylulose 5-phosphate reductoisomerase | DXR | Takahashi, Kuzuyama, Watanabe, & Seto, 1998 |
Farnesyl diphosphate synthase | FPS | Sharma & Agrawal, 2013 |
Amorpha-4,11-diene synthase | ADS | Nguyen, Towler, & Weathers, 2013 |
Cytochrome P450 monooxygenase | CYP71AV1 | Wang, Han, Kanagarajan, Lundgren, & Brodelius, 2013 |
Cytochrome P450 reductase | CPR | Simtchouk, Eng, Meints, Makins, & Wolthers, 2013 |
Alcohol dehydrogenase 1 | ADH1 | Sarker, Galata, Demissie, & Mahmoud, 2012 |
Artemisinic aldehyde Δ11(13) reductase | DBR2 | Wu, Wang & Guo, 2012 |
Aldehyde dehydrogenase 1 | ALDH1 | Wang et al., 2017 |
Transcription factors | ||
WRKY transcription factor | WRKY1 | Han, Wang, Lundgren, & Brodelius, 2014 |
GSW1 | Chen et al., 2017 | |
Basic leucine zipper factor | bZIP1 | Zhang et al., 2015 |
Apetala2/ethylene response factors | ERF1/ERF2 | Yu et al., 2012 |
TAR1 | Tan et al., 2015 | |
ORA | Lu et al., 2013 | |
MYB transcription factor | MYB1 | Matías-Hernández et al., 2017 |
MYB3 | Li, Qiu, Huang, Yin, & Yang, 2019 | |
MIXTA1 | Shi et al., 2018 | |
Basic helix-loop-helix factors | MYC2 | Shen et al., 2016 |
bHLH1 | Ji et al., 2014 | |
HD1 | Yan et al., 2017 | |
HD8 | Yan et al., 2018 |
A. annua is the only natural source of artemisinin in plants, and the artemisinin content in this plant is very low (0.01 to 1.0% by dry weight). As the low artemisinin content, unstable supply of plant-derived artemisinin and unfeasible total synthesis of artemisinin, research efforts aimed at developing alternative production processes, using advanced breeding (Graham et al., 2010) and metabolic engineering (Covello, 2008), were initiated in the early 2000s. Considerable progress has been made with expressing parts of the artemisinin biosynthetic pathway in microbial hosts, followed by semi-synthetic conversion to the end product.
An attractive approach for high-yielding biological producing artemisinin is using synthetic biology to develop strains of S. cerevisiae. Artemisinic acid, the precursor of artemisinin, can be used for the semi-synthesis of artemisinin, which ensures that the further conversion of artemisinic acid to artemisinin is not complex (Zeng, Qiu, & Yuan, 2008). In 2003, Keasling laboratory introduced codon-optimized ADS gene from A. annua into E. coli, combining the relevant genes in MVA pathway from yeast to synthesize AD for the first time (Martin, Pitera, Withers, Newman, & Keasling, 2003). In 2006, with the identification of the key P450 gene CYP71AV1 which catalyzed AD to artemisinic acid, Keasling team successfully constructed the first yeast strain producing artemisinic acid by expressing the ADS together with the identified CYP71AV1 and CPR in S. cerevisiae (Ro et al., 2006). Another case for the production of artemisinic acid from S. cerevisiae in a bioreactor led to a significant increase of 25-fold and up to 2.5 g/L (Lenihan, Tsuruta, Diola, Renninger, & Regentin, 2008). Ro et al. investigated the use of plant-derived ABC transporters, and the optimization of ADS activity led to the improvement of artemisinic acid production in the engineered yeast (Ro et al., 2008). In 2012, Keasling laboratory doubled artemisinic acid production and produced AD up to 40 g/L through overexpressing every enzyme of the MVA pathway to ERG20 in S. cerevisiae and development of fermentation processes for the reengineered strain (Westfall et al., 2012). In addition, a chemical process was developed to convert AD to dihydroartemisinic acid, which could subsequently be converted to artemisinin. In 2013, Paddon et al. (2013) identified ADH1 and ALDH1 genes, which catalyzed artemisinol to artemsinic aldehyde and artemsinic aldehyde to artemisinin respectively. Meanwhile, combining overexpressing all genes in the upstream of MVA pathway and reducing the expression of gene in competing pathway, the team realized the production of artemisinic acid up to 25 g/L, initially reached the industrialization level. The research achievement greatly shortens the production cycle and eases the problem of growing shortage of artemisinin. In addition, the research on the regulation of key enzymes of artemisinin biosynthesis pathway enables gene engineering methods to effectively increase the artemisinin content in A. annua. The promising candidate transcription factors AabZIP1 (Shu et al., 2022) and AaWRKY9 (Fu et al., 2021) have been identified for the development of A. annua plants with high artemisinin content in bioengineering breeding.
5.3. Engineering of paclitaxel biosynthesis
Paclitaxel, first isolated from Taxus breviflia with a low yield (500 mg/kg), is a diterpenoid that accumulates in the bark and needles of different Taxus trees. The efficiency of paclitaxel against several types of cancer, due to its unique mode of action on the microtubular system, renders it one of the most promising anticancer drugs. Paclitaxel biosynthesis starts with the cyclization of geranylgeranyl diphosphate, the universal progenitor of diterpenoids. Most of the enzymatic steps in paclitaxel biosynthesis are related to hydroxylation and other oxygenation reactions for the modification of the taxadiene skeleton yielding the key intermediate, baccatin Ш. These reactions include a series of oxygenations catalyzed by cytochrome P450s, acyl/aroyl transfers that occur in a CoA-dependent manner, the formation of expoxide and oxetane, the oxidation at C9, and the ensuing side chain attachment. The elucidation of the biosynthetic mechanisms of paclitaxel by the previous studies has facilitated the bioprocess for paclitaxel production. (Fig. 4, Table 4).
Fig. 4.
Biosynthetic pathways of taxol in T. breviflia. The enzyme-coding genes represented on the solid lines in the pathways were summarized from the references listed in Table 4. The dashed line indicates the enzymes for the proposed catalytic reactions were not identified.
Table 4.
Genes involved in taxol biosynthesis.
Gene names | Abbreviations | References |
---|---|---|
Synthesis of terpene precursor | ||
Geranylgeranyl diphosphate synthase | GGPPS | Koepp et al., 1995. |
Synthesis of Baccatin III | ||
Taxadiene synthase | TS | Wildung & Croteau, 1996 |
Taxoid 2α-hydroxylase | T2αH | Chau & Croteau, 2004 |
Taxadiene 5α-hydroxylase | T5αH | Jennewein, Long, Williams, & Croteau, 2004 |
Taxoid 7β-hydroxylase | T7βH | Chau & Croteau, 2004 |
Taxoid 10β-hydroxylase | T10βH | Schoendorf, Rithner, Williams, & Croteau, 2001 |
Taxoid 13α-hydroxylase | T13αH | Jennewein, Rithner, Williams, & Croteau, 2001 |
Taxoid 14β-hydroxylase | T14βH | Jennewein, Rithner, Williams, & Croteau, 2003 |
Taxadienol 5α-O-acetyl transferase | TAT | Walker, Schoendorf, & Croteau, 2000 |
Taxane-2α-O-benzoyltransferase | TBT | Walker & Croteau, 2000b |
10-Deacetylbaccatin III-10-O-acetyltransferase | DBAT | Walker & Croteau, 2000a |
Formation of side chain | ||
Baccatin III:3-amino-3-phenylpropanoyltransferase | BAPT | Walker, Fujisaki, Long, & Croteau, 2002 |
3′-N-debenzoyl-2′-deoxytaxol N-benzoyltransferase | DBTNBT | Walker, Long, & Croteau, 2002 |
Phenylalanine aminomutase | PAM | Walker, Klettke, Akiyama, & Croteau, 2004 |
Exciting progress has been achieved in the biosynthesis of paclitaxel based on current biotechnological engineering approaches. Recent studies have been focused on the heterologous expression of the paclitaxel biosynthetic genes and optimization of the intermediates in microbial hosts for combinatorial biosynthesis. As a case for the combinatorial biosynthesis, the taxane intermediates of paclitaxel have been produced by engineering in E. coli (Huang, Roessner, Croteau, & Scott, 2001). The engineered E. coli, co-expressing four genes isolated from different organisms, led to a taxadiene production of 1.3 mg/L (Huang, Roessner, Croteau, & Scott, 2001). Expression of DBAT gene in E. coli produced baccatin Ш (Walker & Croteau, 2000a). Moreover, Loncaric, Merriweather, & Walker, 2006 demonstrated that E. coli producing endogenous acetyl-CoA combined with overexpression of acetyltransferase can convert exogenously supplied 10-deacetylbaccatin Ш to baccatin Ш. As compared to E. coli, that does not have an efficient isoprenoid biosynthesis pathway and has a limited supply of complementary NADPH: cytochrome P450 reductase, yeast is a more likely candidate for the production of paclitaxel. Co-expression of Taxus cytochrome P450 reductase with cytochrome P450 oxygenase in yeast suggests that the transgenic Taxus reductase, coupled with a homologous cytochrome P450 hydroxylase, plays an important role in the initial step of paclitaxel biosynthesis in microbial hosts (Jennewein et al., 2005). Dejong et al. (2006) described that reconstitution of the first five committed steps in the production of taxdien-5α-acetoxyl-10β-ol in S. cerevisiae resulted in approximately 1 mg/L production of taxadiene. The metabolic engineering of taxadiene biosynthesis successfully enhanced the production of 40-fold taxadiene and significant amount of geranylgeranoil in S. cerevisiae (Engels, Dahm, & Jennewein, 2008). The strategy for the above study included the introduction of biosynthetic genes and regulatory elements to inhibit competitive pathways for combinatorial biosynthesis, and the use of codon optimization of the T. chinensis taxadiene synthase gene to enhance its expression level (Engels, Dahm, & Jennewein, 2008).
5.4. Challenges and perspectives
During the past decades, synthetic biology of natural products has become an attractive alternative for chemical synthesis and plant-origin extraction. Commercial production has been successfully implemented using microbial biosynthesis on certain natural products, such as artemisinin (Paddon et al., 2013). However, the development of complex biosynthetic processes for other natural products remains time-consuming due to the unidentified functional genes/enzymes, unknown intermediates, and unclear biosynthetic pathways.
With continued advancements in high-throughput genome sequencing, bioinformatics, genetics, molecular biology, and strain engineering, the potential for total biosynthesis of natural products awaits to be realized. The improvement of genome sequencing technology provided rich genetic resources for research related to synthetic biology. Decreasing costs of high-throughput sequencing continue to allow comprehensive profiling of plant genomes and transcriptomes, providing plentiful putative enzyme targets that can be mined via comparison with existing databases of enzymes with known function. Inexpensive DNA synthesis enables wholesale synthesis of dozens of predicted enzymes for any given step in a pathway, which will help to produce platform strains for a given intermediate, and the discovery of downstream pathways are greatly facilitated. Furthermore, the development of machine learning facilitated in the elucidation of complicated biosynthetic pathways. The construction of a novel model based on machine learning algorithms (Mukherjee, Blair, & Wang, 2022) by comprehensive analysis of multiple omics data from medicinal plants is probably an effective method to promote the accuracy of gene function and metabolic pathways prediction.
6. Conclusion
Traditional Chinese medicine resources are the basis for the inheritance and development of Chinese medicine industry. The active components of TCM are the material basis for the efficacy of TCM, and also the source of innovative drugs. More than 85% of traditional Chinese medicine comes from medicinal plants, and most of the active ingredients in TCM are secondary metabolites of cultivated or wild medicinal plants, which are accumulated in specific tissue parts and specific growth stages of plants. With the frequent occurrence of global natural disasters, the growth of medicinal plants is seriously threatened by drought, salinity, low temperature, high temperature, diseases and insect pests, leading to the yield of active components is not stable. In addition, harvesting from the wild, the main source of natural active products, is causing loss of genetic diversity and habitat destruction. Therefore, the modern medicine urgently seeks advanced technologies and strategies to ensure medicinal plants quality security, while increasing natural products yields to meet the needs of sustainable green development.
Genetic engineering, engineering of plant cell cultures, metabolic engineering, and synthetic biology based on the multiple “OMICS” technologies provide a cost-effective, sustainable and well-controlled means for mass production of the active principles of medicinal plants. With the development of herbal genomics and synthetic biology, the past decades have witnessed notable progress in the development and application of medicinal plant biosynthesis for production of pharmaceuticals (Chen et al., 2015). The commercial application of biosynthesis for production of vindoline, artemisnin and paclitaxel has proved the feasibility of synthetic biology for large-scale production of plant pharmaceuticals. The rapid advances in plant genomics, transcriptomics and proteomics, plus the recent emergence of metabolomics and experimental techniques for molecular biology and analytical chemistry, will greatly facilitate and enhance the biosynthesis engineering of medicinal plants. Moreover, synthetic biology, along with gene editing technology (Guo, Chen, Dong, Zhang, & Luo, 2022), is valuable, versatile, and efficient tools for research, development, and commercialization of natural products of medicinal plants.
CRediT authorship contribution statement
Miaoxian Guo: Writing - original draft. Haizhou Lv: Data curation. Hongyu Chen: Data curation. Shuting Dong: Data curation. Jianhong Zhang: Visualization. Wanjing Liu: Visualization. Liu He: Writing – review & editing. Yimian Ma: Writing – review & editing. Hua Yu: Writing – review & editing. Shilin Chen: Writing – review & editing. Hongmei Luo: Writing – review & editing.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgements
This work was supported by National Natural Science Foundation of China (No. 81973422) and Chinese Academy of Medical Sciences (CAMS) Innovation Fund for Medical Sciences (CIFMS, 2021-I2M-1-071).
References
- Allen R.S., Millgate A.G., Chitty J.A., Thisleton J., Miller J.A.C., Fist A.J.…Larkin P.J. RNAi-mediated replacement of morphine with the nonnarcotic alkaloid reticuline in opium poppy. Nature Biotechnology. 2004;22(12):1559–1566. doi: 10.1038/nbt1033. [DOI] [PubMed] [Google Scholar]
- Aquil S., Husaini A.M., Abdin M.Z., Rather G.M. Overexpression of the HMG-CoA reductase gene leads to enhanced artemisinin biosynthesis in transgenic Artemisia annua plants. Planta Medica. 2009;75(13):1453–1458. doi: 10.1055/s-0029-1185775. [DOI] [PubMed] [Google Scholar]
- Asada K., Salim V., Masada-Atsumi S., Edmunds E., Nagatoshi M., Terasaka K., Mizukami H., De Luca V. A 7-deoxyloganetic acid glucosyltransferase contributes a key step in secologanin biosynthesis in Madagascar periwinkle. The Plant Cell. 2013;25(10):4123–4134. doi: 10.1105/tpc.113.115154. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Baldi A., Dixit V. Yield enhancement strategies for artemisinin production by suspension cultures of Artemisia annua. Bioresource Technology. 2008;99:4609–4614. doi: 10.1016/j.biortech.2007.06.061. [DOI] [PubMed] [Google Scholar]
- Besumbes O., Sauret-Güeto S., Phillips M.A., Imperial S., Rodríguez-Concepción M., Boronat A. Metabolic engineering of isoprenoid biosynthesis in Arabidopsis for the production of taxadiene, the first committed precursor of taxol. Biotechnology and Bioengineering. 2004;88(2):168–175. doi: 10.1002/bit.20237. [DOI] [PubMed] [Google Scholar]
- Broun P. Transcription factors as tools for metabolic engineering in plants. Current Opinion in Plant Biology. 2004;7(2):202–209. doi: 10.1016/j.pbi.2004.01.013. [DOI] [PubMed] [Google Scholar]
- Bryant L., Flatley B., Patole C., Brown G.D., Cramer R. Proteomic analysis of Artemisia annua—Towards elucidating the biosynthetic pathways of the antimalarial pro-drug artemisinin. BMC Plant Biology. 2015;15:175. doi: 10.1186/s12870-015-0565-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Caputi L., Franke J., Farrow S.C., Chung K., Payne R.M.E., Nguyen T.D.…O’Connor S.E. Missing enzymes in the biosynthesis of the anticancer drug vinblastine in Madagascar periwinkle. Science. 2018;360(6394):1235–1239. doi: 10.1126/science.aat4100. [DOI] [PubMed] [Google Scholar]
- Chang M.C.Y., Eachus R.A., Trieu W., Ro D.K., Keasling J.D. Engineering Escherichia coli for production of functionalized terpenoids using plant P450s. Nature Chemical Biology. 2007;3(5):274–277. doi: 10.1038/nchembio875. [DOI] [PubMed] [Google Scholar]
- Chau M., Croteau R. Molecular cloning and characterization of a cytochrome P450 taxoid 2alpha-hydroxylase involved in taxol biosynthesis. Archives of Biochemistry and Biophysics. 2004;427(1):48–57. doi: 10.1016/j.abb.2004.04.016. [DOI] [PubMed] [Google Scholar]
- Chemler J.A., Koffas M.A. Metabolic engineering for plant natural product biosynthesis in microbes. Current Opinion in Biotechnology. 2008;19(6):597–605. doi: 10.1016/j.copbio.2008.10.011. [DOI] [PubMed] [Google Scholar]
- Chen M., Yan T., Shen Q., Lu X., Pan Q., Huang Y., Tang Y., Fu X., Liu M., Jiang W., Lv Z., Shi P., Ma Y.N., Hao X., Zhang L., Li L., Tang K. Glandular trichome-specific WRKY 1 promotes artemisinin biosynthesis in Artemisia annua. The New Phytologist. 2017;214(1):304–316. doi: 10.1111/nph.14373. [DOI] [PubMed] [Google Scholar]
- Collu G., Unver N., Peltenburg-Looman A.M., van der Heijden R., Verpoorte R., Memelink J. Geraniol 10-hydroxylase, a cytochrome P450 enzyme involved in terpenoid indole alkaloid biosynthesis. FEBS Letters. 2001;508(2):215–220. doi: 10.1016/s0014-5793(01)03045-9. [DOI] [PubMed] [Google Scholar]
- Costa M.M.R., Hilliou F., Duarte P., Pereira L.G., Almeida I., Leech M.…Sottomayor M. Molecular cloning and characterization of a vacuolar class III peroxidase involved in the metabolism of anticancer alkaloids in Catharanthus roseus. Plant Physiology. 2008;146(2):403–417. doi: 10.1104/pp.107.107060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Covello P.S. Making artemisinin. Phytochemistry. 2008;69(17):2881–2885. doi: 10.1016/j.phytochem.2008.10.001. [DOI] [PubMed] [Google Scholar]
- Dejong J.M., Liu Y., Bollon A.P., Long R.M., Jennewein S., Williams D., Croteau R.B. Genetic engineering of taxol biosynthetic genes in Saccharomyces cerevisiae. Biotechnology and Bioengineering. 2006;93(2):212–224. doi: 10.1002/bit.20694. [DOI] [PubMed] [Google Scholar]
- Deluca V., Balsevich J., Tyler R.T., Kurz W.G. Characterization of a novel N-methyltransferase (NMT) from Catharanthus roseus plants: Detection of NMT and other enzymes of the indole alkaloid biosynthetic pathway in different cell suspension culture systems. Plant Cell Reports. 1987;6(6):458–461. doi: 10.1007/BF00272782. [DOI] [PubMed] [Google Scholar]
- Desgagné-Penix I., Khan M.F., Schriemer D.C., Cram D., Nowak J., Facchini P.J. Integration of deep transcriptome and proteome analyses reveals the components of alkaloid metabolism in opium poppy cell cultures. BMC Plant Biology. 2010;10:252. doi: 10.1186/1471-2229-10-252. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Engels B., Dahm P., Jennewein S. Metabolic engineering of taxadiene biosynthesis in yeast as a first step towards taxol (Paclitaxel) production. Metabolic Engineering. 2008;10(3–4):201–206. doi: 10.1016/j.ymben.2008.03.001. [DOI] [PubMed] [Google Scholar]
- Frense D. Taxanes: Perspectives for biotechnological production. Applied Microbiology and Biotechnology. 2007;73(6):1233–1240. doi: 10.1007/s00253-006-0711-0. [DOI] [PubMed] [Google Scholar]
- Fu X., Peng B., Hassani D., Xie L., Liu H., Li Y., Chen T., Liu P., Tang Y., Li L., Zhao J., Sun X., Tang K. AaWRKY9 contributes to light- and jasmonate-mediated to regulate the biosynthesis of artemisinin in Artemisia annua. The New Phytologist. 2021;231(5):1858–1874. doi: 10.1111/nph.17453. [DOI] [PubMed] [Google Scholar]
- Geerlings A., Ibañez M.M., Memelink J., van der Heijden R., Verpoorte R. Molecular cloning and analysis of strictosidine beta-D-glucosidase, an enzyme in terpenoid indole alkaloid biosynthesis in Catharanthus roseus. The Journal of Biological Chemistry. 2000;275(5):3051–3056. doi: 10.1074/jbc.275.5.3051. [DOI] [PubMed] [Google Scholar]
- Geerlings A., Redondo F., Contin A., Memelink J., van der Heijden R., Verpoorte R. Biotransformation of tryptamine and secologanin into plant terpenoid indole alkaloids by transgenic yeast. Applied Microbiology and Biotechnology. 2001;56(3):420–424. doi: 10.1007/s002530100663. [DOI] [PubMed] [Google Scholar]
- Geu-Flores F., Sherden N.H., Courdavault V., Burlat V., Glenn W.S., Wu C., Nims E., Cui Y., O’Connor S.E. An alternative route to cyclic terpenes by reductive cyclization in iridoid biosynthesis. Nature. 2012;492(7427):138–142. doi: 10.1038/nature11692. [DOI] [PubMed] [Google Scholar]
- Gillam E.M.J. Engineering cytochrome p450 enzymes. Chemical Research in Toxicology. 2008;21(1):220–231. doi: 10.1021/tx7002849. [DOI] [PubMed] [Google Scholar]
- Graham I.A., Besser K., Blumer S., Branigan C.A., Czechowski T., Elias L.…Bowles D. The genetic map of Artemisia annua L. identifies loci affecting yield of the antimalarial drug artemisinin. Science. 2010;327(5963):328–331. doi: 10.1126/science.1182612. [DOI] [PubMed] [Google Scholar]
- Guo L., Winzer T., Yang X., Li Y., Ning Z., He Z., Teodor R., Lu Y., Bowser T.A., Graham I.A., Ye K. The opium poppy genome and morphinan production. Science. 2018;362(6412):343–347. doi: 10.1126/science.aat4096. [DOI] [PubMed] [Google Scholar]
- Guo M., Chen H., Dong S., Zhang Z., Luo H. CRISPR-Cas gene editing technology and its application prospect in medicinal plants. Chinese Medicine. 2022;17(1):33. doi: 10.1186/s13020-022-00584-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hallard D., van der Heijden R., Verpoorte R., Cardoso M.I.L., Pasquali G., Memelink J., Hoge J.H.C. Suspension cultured transgenic cells of Nicotiana tabacum expressing tryptophan decarboxylase and strictosidine synthase cDNAs from Catharanthus roseus produce strictosidine upon secologanin feeding. Plant Cell Reports. 1997;17(1):50–54. doi: 10.1007/s002990050350. [DOI] [PubMed] [Google Scholar]
- Han J., Wang H., Lundgren A., Brodelius P.E. Effects of overexpression of AaWRKY1 on artemisinin biosynthesis in transgenic Artemisia annua plants. Phytochemistry. 2014;102:89–96. doi: 10.1016/j.phytochem.2014.02.011. [DOI] [PubMed] [Google Scholar]
- Hopwood D.A., Malpartida F., Kieser H.M., Ikeda H., Duncan J., Fujii I.…Ōmura S. Production of ‘hybrid’ antibiotics by genetic engineering. Nature. 1985;314(6012):642–644. doi: 10.1038/314642a0. [DOI] [PubMed] [Google Scholar]
- Huang Q., Roessner C.A., Croteau R., Scott A.I. Engineering Escherichia coli for the synthesis of taxadiene, a key intermediate in the biosynthesis of taxol. Bioorganic & Medicinal Chemistry. 2001;9(9):2237–2242. doi: 10.1016/s0968-0896(01)00072-4. [DOI] [PubMed] [Google Scholar]
- Irmler S., Schröder G., St-Pierre B., Crouch N.P., Hotze M., Schmidt J., Strack D., Matern U., Schröder J. Indole alkaloid biosynthesis in Catharanthus roseus: New enzyme activities and identification of cytochrome P450 CYP72A1 as secologanin synthase. The Plant Journal: For Cell and Molecular Biology. 2000;24(6):797–804. doi: 10.1046/j.1365-313x.2000.00922.x. [DOI] [PubMed] [Google Scholar]
- Itkin M., Davidovich-Rikanati R., Cohen S., Portnoy V., Doron-Faigenboim A., Oren E.…Schaffer A. The biosynthetic pathway of the nonsugar, high-intensity sweetener mogroside V from Siraitia grosvenorii. Proceedings of the National Academy of Sciences. 2016;113(47):E7619–E7628. doi: 10.1073/pnas.1604828113. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jacobs D.I., Gaspari M., van der Greef J., van der Heijden R., Verpoorte R. Proteome analysis of the medicinal plant Catharanthus roseus. Planta. 2005;221(5):690–704. doi: 10.1007/s00425-004-1474-4. [DOI] [PubMed] [Google Scholar]
- Jennewein S., Long R.M., Williams R.M., Croteau R. Cytochrome p450 taxadiene 5alpha-hydroxylase, a mechanistically unusual monooxygenase catalyzing the first oxygenation step of Taxol biosynthesis. Chemistry & Biology. 2004;11(3):379–387. doi: 10.1016/j.chembiol.2004.02.022. [DOI] [PubMed] [Google Scholar]
- Jennewein S., Park H., DeJong J.M., Long R.M., Bollon A.P., Croteau R.B. Coexpression in yeast of Taxus cytochrome P450 reductase with cytochrome P450 oxygenases involved in Taxol biosynthesis. Biotechnology and Bioengineering. 2005;89(5):588–598. doi: 10.1002/bit.20390. [DOI] [PubMed] [Google Scholar]
- Jennewein S., Rithner C.D., Williams R.M., Croteau R.B. Taxol biosynthesis: Taxane 13alpha-hydroxylase is a cytochrome P450-dependent monooxygenase. Proceedings of the National Academy of Sciences. 2001;98(24):13595–13600. doi: 10.1073/pnas.251539398. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jennewein S., Rithner C.D., Williams R.M., Croteau R. Taxoid metabolism: Taxoid 14beta-hydroxylase is a cytochrome P450-dependent monooxygenase. Archives of Biochemistry and Biophysics. 2003;413(2):262–270. doi: 10.1016/s0003-9861(03)00090-0. [DOI] [PubMed] [Google Scholar]
- Ji Y., Xiao J., Shen Y., Ma D., Li Z., Pu G., Li X., Huang L., Liu B., Ye H., Wang H. Cloning and characterization of AabHLH1, a bHLH transcription factor that positively regulates artemisinin biosynthesis in Artemisia annua. Plant and Cell Physiology. 2014;55(9):1592–1604. doi: 10.1093/pcp/pcu090. [DOI] [PubMed] [Google Scholar]
- Julsing M.K., Koulman A., Woerdenbag H.J., Quax W.J., Kayser O. Combinatorial biosynthesis of medicinal plant secondary metabolites. Biomolecular Engineering. 2006;23(6):265–279. doi: 10.1016/j.bioeng.2006.08.001. [DOI] [PubMed] [Google Scholar]
- Kim N.H., Jayakodi M., Lee S.C., Choi B.S., Jang W., Lee J.…Yang T.J. Genome and evolution of the shade-requiring medicinal herb Panax ginseng. Plant Biotechnology Journal. 2018;16(11):1904–1917. doi: 10.1111/pbi.12926. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Koepp A.E., Hezari M., Zajicek J., Vogel B.S., LaFever R.E., Lewis N.G., Croteau R. Cyclization of geranylgeranyl diphosphate to taxa-4(5),11(12)-diene is the committed step of taxol biosynthesis in Pacific yew. The Journal of Biological Chemistry. 1995;270(15):8686–8690. doi: 10.1074/jbc.270.15.8686. [DOI] [PubMed] [Google Scholar]
- Kolewe M.E., Gaurav V., Roberts S.C. Pharmaceutically active natural product synthesis and supply via plant cell culture technology. Molecular Pharmaceutics. 2008;5(2):243–256. doi: 10.1021/mp7001494. [DOI] [PubMed] [Google Scholar]
- Kovacs K., Zhang L., Linforth R., Whittaker B., Hayes C.J., Fray R.G. Redirection of carotenoid metabolism for the efficient production of taxadiene [taxa-4(5),11(12)-diene] in transgenic tomato fruit. Transgenic Research. 2007;16(1):121–126. doi: 10.1007/s11248-006-9039-x. [DOI] [PubMed] [Google Scholar]
- Krithika R., Srivastava P.L., Rani B., Kolet S.P., Chopade M., Soniya M., Thulasiram H.V. Characterization of 10-hydroxygeraniol dehydrogenase from Catharanthus roseus reveals cascaded enzymatic activity in iridoid biosynthesis. Scientific Reports. 2015;5:8258. doi: 10.1038/srep08258. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lenihan J.R., Tsuruta H., Diola D., Renninger N.S., Regentin R. Developing an industrial artemisinic acid fermentation process to support the cost-effective production of antimalarial artemisinin-based combination therapies. Biotechnology Progress. 2008;24(5):1026–1032. doi: 10.1002/btpr.27. [DOI] [PubMed] [Google Scholar]
- Leonard E., Ajikumar P.K., Thayer K., Xiao W.H., Mo J.D., Tidor B.…Prather K.L.J. Combining metabolic and protein engineering of a terpenoid biosynthetic pathway for overproduction and selectivity control. Proceedings of the National Academy of Sciences. 2010;107(31):13654–13659. doi: 10.1073/pnas.1006138107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leonard E., Koffas M.A.G. Engineering of artificial plant cytochrome P450 enzymes for synthesis of isoflavones by Escherichia coli. Applied and Environmental Microbiology. 2007;73(22):7246–7251. doi: 10.1128/AEM.01411-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leonard E., Yan Y., Koffas M.A.G. Functional expression of a P450 flavonoid hydroxylase for the biosynthesis of plant-specific hydroxylated flavonols in Escherichia coli. Metabolic Engineering. 2006;8(2):172–181. doi: 10.1016/j.ymben.2005.11.001. [DOI] [PubMed] [Google Scholar]
- Levac D., Murata J., Kim W.S., De Luca V. Application of carborundum abrasion for investigating the leaf epidermis: Molecular cloning of Catharanthus roseus 16-hydroxytabersonine-16-O-methyltransferase. The Plant Journal. 2008;53(2):225–236. doi: 10.1111/j.1365-313X.2007.03337.x. [DOI] [PubMed] [Google Scholar]
- Li C., Qiu J., Huang S., Yin J., Yang G. AaMYB3 interacts with AabHLH1 to regulate proanthocyanidin accumulation in Anthurium andraeanum (Hort.)-another strategy to modulate pigmentation. Horticulture Research. 2019;6:14. doi: 10.1038/s41438-018-0102-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li C.Y., Leopold A.L., Sander G.W., Shanks J.V., Zhao L., Gibson S.I. The ORCA2 transcription factor plays a key role in regulation of the terpenoid indole alkaloid pathway. BMC Plant Biology. 2013;13:155. doi: 10.1186/1471-2229-13-155. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu C., Zhao Y., Wang Y. Artemisinin: Current state and perspectives for biotechnological production of an antimalarial drug. Applied Microbiology and Biotechnology. 2006;72(1):11–20. doi: 10.1007/s00253-006-0452-0. [DOI] [PubMed] [Google Scholar]
- Liu J., Gao F., Ren J., Lu X., Ren G., Wang R. A novel AP2/ERF transcription factor CR1 regulates the accumulation of vindoline and serpentine in Catharanthus roseus. Frontiers in Plant Science. 2017;8:2082. doi: 10.3389/fpls.2017.02082. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu T., Huang Y., Jiang L., Dong C., Gou Y., Lian J. Efficient production of vindoline from tabersonine by metabolically engineered Saccharomyces cerevisiae. Communications Biology. 2021;4:1089. doi: 10.1038/s42003-021-02617-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Loncaric C., Merriweather E., Walker K.D. Profiling a Taxol pathway 10beta-acetyltransferase: Assessment of the specificity and the production of baccatin III by in vivo acetylation in E. coli. Chemistry & Biology. 2006;13(3):309–317. doi: 10.1016/j.chembiol.2006.01.006. [DOI] [PubMed] [Google Scholar]
- Lu X., Zhang L., Zhang F., Jiang W., Shen Q., Zhang L., Lv Z., Wang G., Tang K. AaORA, a trichome-specific AP2/ERF transcription factor of Artemisia annua, is a positive regulator in the artemisinin biosynthetic pathway and in disease resistance to Botrytis cinerea. The New Phytologist. 2013;198(4):1191–1202. doi: 10.1111/nph.12207. [DOI] [PubMed] [Google Scholar]
- Luo H., Chen S. Encyclopedia of Analytical Chemistry. John Wiley & Sons, Ltd.; 2019. Progress on the transcriptome analysis of medicinal plants with next-generation sequencing technologies; pp. 1–21. [Google Scholar]
- Luo H., Qian J., Xu Z., Liu W., Xu L., Li Y., Xu J., Zhang J., Xu X., Liu C., He L., Li J., Sun C., Martin F., Song J., Chen S. The Wolfiporia cocos genome and transcriptome shed light on the formation of its edible and medicinal sclerotium. Genomics, Proteomics & Bioinformatics. 2020;18(4):455–467. doi: 10.1016/j.gpb.2019.01.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Martin V.J.J., Pitera D.J., Withers S.T., Newman J.D., Keasling J.D. Engineering a mevalonate pathway in Escherichia coli for production of terpenoids. Nature Biotechnology. 2003;21(7):796–802. doi: 10.1038/nbt833. [DOI] [PubMed] [Google Scholar]
- Matías-Hernández L., Jiang W., Yang K., Tang K., Brodelius P.E., Pelaz S. AaMYB1 and its orthologue AtMYB61 affect terpene metabolism and trichome development in Artemisia annua and Arabidopsis thaliana. The Plant Journal: For Cell and Molecular Biology. 2017;90(3):520–534. doi: 10.1111/tpj.13509. [DOI] [PubMed] [Google Scholar]
- Mochida K., Sakurai T., Seki H., Yoshida T., Takahagi K., Sawai S., Uchiyama H., Muranaka T., Saito K. Draft genome assembly and annotation of Glycyrrhiza uralensis, a medicinal legume. The Plant Journal. 2017;89(2):181–194. doi: 10.1111/tpj.13385. [DOI] [PubMed] [Google Scholar]
- Morgan J.A., Shanks J.V. Determination of metabolic rate-limitations by precursor feeding in Catharanthus roseus hairy root cultures. Journal of Biotechnology. 2000;79(2):137–145. doi: 10.1016/s0168-1656(00)00221-2. [DOI] [PubMed] [Google Scholar]
- Morozova O., Marra M.A. Applications of next-generation sequencing technologies in functional genomics. Genomics. 2008;92(5):255–264. doi: 10.1016/j.ygeno.2008.07.001. [DOI] [PubMed] [Google Scholar]
- Mukherjee M., Blair R.H., Wang Z.Q. Machine-learning guided elucidation of contribution of individual steps in the mevalonate pathway and construction of a yeast platform strain for terpenoid production. Metabolic Engineering. 2022;74:139–149. doi: 10.1016/j.ymben.2022.10.004. [DOI] [PubMed] [Google Scholar]
- Murata J., Roepke J., Gordon H., De Luca V. The leaf epidermome of Catharanthus roseus reveals its biochemical specialization. The Plant Cell. 2008;20(3):524–542. doi: 10.1105/tpc.107.056630. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nguyen K.T., Towler M.J., Weathers P.J. The effect of roots and media constituents on trichomes and artemisinin production in Artemisia annua L. Plant Cell Reports. 2013;32(2):207–218. doi: 10.1007/s00299-012-1355-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niu Z., Zhu F., Fan Y., Li C., Zhang B., Zhu S., Hou Z., Wang M., Yang J., Xue Q., Liu W., Ding X. The chromosome-level reference genome assembly for Dendrobium officinale and its utility of functional genomics research and molecular breeding study. Acta Pharmaceutica Sinica B. 2021;11(7):2080–2092. doi: 10.1016/j.apsb.2021.01.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oksman-Caldentey K.M., Inzé D., Orešič M. Connecting genes to metabolites by a systems biology approach. Proceedings of the National Academy of Sciences. 2004;101(27):9949–9950. doi: 10.1073/pnas.0403636101. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Olsson M.E., Olofsson L.M., Lindahl A.L., Lundgren A., Brodelius M., Brodelius P.E. Localization of enzymes of artemisinin biosynthesis to the apical cells of glandular secretory trichomes of Artemisia annua L. Phytochemistry. 2009;70(9):1123–1128. doi: 10.1016/j.phytochem.2009.07.009. [DOI] [PubMed] [Google Scholar]
- Paddon C.J., Westfall P.J., Pitera D.J., Benjamin K., Fisher K., McPhee D.…Newman J.D. High-level semi-synthetic production of the potent antimalarial artemisinin. Nature. 2013;496(7446):528–532. doi: 10.1038/nature12051. [DOI] [PubMed] [Google Scholar]
- Palazón J., Mallol A., Eibl R., Lettenbauer C., Cusidó R.M., Piñol M.T. Growth and ginsenoside production in hairy root cultures of Panax ginseng using a novel bioreactor. Planta Medica. 2003;69(4):344–349. doi: 10.1055/s-2003-38873. [DOI] [PubMed] [Google Scholar]
- Pan Q., Wang Q., Yuan F., Xing S., Zhao J., Choi Y.H., Verpoorte R., Tian Y., Wang G., Tang K. Overexpression of ORCA3 and G10H in Catharanthus roseus plants regulated alkaloid biosynthesis and metabolism revealed by NMR-metabolomics. PloS One. 2012;7(8) doi: 10.1371/journal.pone.0043038. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Patra B., Pattanaik S., Schluttenhofer C., Yuan L. A network of jasmonate-responsive bHLH factors modulate monoterpenoid indole alkaloid biosynthesis in Catharanthus roseus. The New Phytologist. 2018;217(4):1566–1581. doi: 10.1111/nph.14910. [DOI] [PubMed] [Google Scholar]
- Paul P., Singh S.K., Patra B., Sui X., Pattanaik S., Yuan L. A differentially regulated AP2/ERF transcription factor gene cluster acts downstream of a MAP kinase cascade to modulate terpenoid indole alkaloid biosynthesis in Catharanthus roseus. The New Phytologist. 2017;213(3):1107–1123. doi: 10.1111/nph.14252. [DOI] [PubMed] [Google Scholar]
- Pauw B., Hilliou F.A.O., Martin V.S., Chatel G., de Wolf C.J.F., Champion A.…Memelink J. Zinc finger proteins act as transcriptional repressors of alkaloid biosynthesis genes in Catharanthus roseus. Journal of Biological Chemistry. 2004;279(51):52940–52948. doi: 10.1074/jbc.M404391200. [DOI] [PubMed] [Google Scholar]
- Qu Y., Thamm A.M.K., Czerwinski M., Masada S., Kim K.H., Jones G., Liang P., De Luca V. Geissoschizine synthase controls flux in the formation of monoterpenoid indole alkaloids in a Catharanthus roseus mutant. Planta. 2018;247(3):625–634. doi: 10.1007/s00425-017-2812-7. [DOI] [PubMed] [Google Scholar]
- Qu Y., Easson M.E.A.M., Simionescu R., Hajicek J., Thamm A.M.K., Salim V., De Luca V. Solution of the multistep pathway for assembly of corynanthean, strychnos, iboga, and aspidosperma monoterpenoid indole alkaloids from 19E-geissoschizine. Proceedings of the National Academy of Sciences of the United States of America. 2018;115(12):3180–3185. doi: 10.1073/pnas.1719979115. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peebles C.A.M., Hong S.B., Gibson S.I., Shanks J.V., San K.Y. Effects of terpenoid precursor feeding on Catharanthus roseus hairy roots over-expressing the alpha or the alpha and beta subunits of anthranilate synthase. Biotechnology and Bioengineering. 2006;93(3):534–540. doi: 10.1002/bit.20739. [DOI] [PubMed] [Google Scholar]
- Qu Y., Easson M.L.A.E., Froese J., Simionescu R., Hudlicky T., De Luca V. Completion of the seven-step pathway from tabersonine to the anticancer drug precursor vindoline and its assembly in yeast. Proceedings of the National Academy of Sciences of the United States of America. 2015;112(19):6224–6229. doi: 10.1073/pnas.1501821112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ro D.K., Ouellet M., Paradise E.M., Burd H., Eng D., Paddon C.J.…Keasling J.D. Induction of multiple pleiotropic drug resistance genes in yeast engineered to produce an increased level of anti-malarial drug precursor, artemisinic acid. BMC Biotechnology. 2008;8(1):1–14. doi: 10.1186/1472-6750-8-83. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ro D.K., Paradise E.M., Ouellet M., Fisher K.J., Newman K.L., Ndungu J.M.…Keasling J.D. Production of the antimalarial drug precursor artemisinic acid in engineered yeast. Nature. 2006;440(7086):940–943. doi: 10.1038/nature04640. [DOI] [PubMed] [Google Scholar]
- Salim V., Wiens B., Masada-Atsumi S., Yu F., De Luca V. 7-Deoxyloganetic acid synthase catalyzes a key 3 step oxidation to form 7-deoxyloganetic acid in Catharanthus roseus iridoid biosynthesis. Phytochemistry. 2014;101:23–31. doi: 10.1016/j.phytochem.2014.02.009. [DOI] [PubMed] [Google Scholar]
- Salim V., Yu F., Altarejos J., De Luca V. Virus-induced gene silencing identifies Catharanthus roseus 7-deoxyloganic acid-7-hydroxylase, a step in iridoid and monoterpene indole alkaloid biosynthesis. The Plant Journal: For Cell and Molecular Biology. 2013;76(5):754–765. doi: 10.1111/tpj.12330. [DOI] [PubMed] [Google Scholar]
- Sarker L.S., Galata M., Demissie Z.A., Mahmoud S.S. Molecular cloning and functional characterization of borneol dehydrogenase from the glandular trichomes of Lavandula x intermedia. Archives of Biochemistry and Biophysics. 2012;528(2):163–170. doi: 10.1016/j.abb.2012.09.013. [DOI] [PubMed] [Google Scholar]
- Schoendorf A., Rithner C.D., Williams R.M., Croteau R.B. Molecular cloning of a cytochrome P450 taxane 10 beta-hydroxylase cDNA from Taxus and functional expression in yeast. Proceedings of the National Academy of Sciences of the United States of America. 2001;98(4):1501–1506. doi: 10.1073/pnas.98.4.1501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sharma A., Verma P., Mathur A., Mathur A.K. Overexpression of tryptophan decarboxylase and strictosidine synthase enhanced terpenoid indole alkaloid pathway activity and antineoplastic vinblastine biosynthesis in Catharanthus roseus. Protoplasma. 2018;255(5):1281–1294. doi: 10.1007/s00709-018-1233-1. [DOI] [PubMed] [Google Scholar]
- Sharma G., Agrawal V. Marked enhancement in the artemisinin content and biomass productivity in Artemisia annua L. shoots co-cultivated with Piriformospora indica. World Journal of Microbiology & Biotechnology. 2013;29(6):1133–1138. doi: 10.1007/s11274-013-1263-y. [DOI] [PubMed] [Google Scholar]
- Shen Q., Lu X., Yan T., Fu X., Lv Z., Zhang F., Pan Q., Wang G., Sun X., Tang K. The jasmonate-responsive AaMYC2 transcription factor positively regulates artemisinin biosynthesis in Artemisia annua. The New Phytologist. 2016;210(4):1269–1281. doi: 10.1111/nph.13874. [DOI] [PubMed] [Google Scholar]
- Shen Q., Zhang L., Liao Z., Wang S., Yan T., Shi P.…Tang K. The genome of Artemisia annua provides insight into the evolution of Asteraceae family and artemisinin biosynthesis. Molecular Plant. 2018;11(6):776–788. doi: 10.1016/j.molp.2018.03.015. [DOI] [PubMed] [Google Scholar]
- Shi P., Fu X., Shen Q., Liu M., Pan Q., Tang Y., Jiang W., Lv Z., Yan T., Ma Y., Chen M., Hao X., Liu P., Li L., Sun X., Tang K. The roles of AaMIXTA1 in regulating the initiation of glandular trichomes and cuticle biosynthesis in Artemisia annua. The New Phytologist. 2018;217(1):261–276. doi: 10.1111/nph.14789. [DOI] [PubMed] [Google Scholar]
- Shu G., Tang Y., Yuan M., Wei N., Zhang F., Yang C., Lan X., Chen M., Tang K., Xiang L., Liao Z. Molecular insights into AabZIP1-mediated regulation on artemisinin biosynthesis and drought tolerance in Artemisia annua. Acta Pharmaceutica Sinica. B. 2022;12(3):1500–1513. doi: 10.1016/j.apsb.2021.09.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Simkin A.J., Miettinen K., Claudel P., Burlat V., Guirimand G., Courdavault V.…Clastre M. Characterization of the plastidial geraniol synthase from Madagascar periwinkle which initiates the monoterpenoid branch of the alkaloid pathway in internal phloem associated parenchyma. Phytochemistry. 2013;85:36–43. doi: 10.1016/j.phytochem.2012.09.014. [DOI] [PubMed] [Google Scholar]
- Simtchouk S., Eng J.L., Meints C.E., Makins C., Wolthers K.R. Kinetic analysis of cytochrome P450 reductase from Artemisia annua reveals accelerated rates of NADH-dependent flavin reduction. The FEBS Journal. 2013;280(24):6627–6642. doi: 10.1111/febs.12567. [DOI] [PubMed] [Google Scholar]
- Song Z., Lin C., Xing P., Fen Y., Jin H., Zhou C., Gu Y.Q., Wang J., Li X. A high-quality reference genome sequence of Salvia miltiorrhiza provides insights into tanshinone synthesis in its red rhizomes. The Plant Genome. 2020;13(3) doi: 10.1002/tpg2.20041. [DOI] [PubMed] [Google Scholar]
- Sui X., Singh S.K., Patra B., Schluttenhofer C., Guo W., Pattanaik S., Yuan L. Cross-family transcription factor interaction between MYC2 and GBFs modulates terpenoid indole alkaloid biosynthesis. Journal of Experimental Botany. 2018;69(18):4267–4281. doi: 10.1093/jxb/ery229. [DOI] [PubMed] [Google Scholar]
- Sun J., Manmathan H., Sun C., Peebles C.A. Examining the transcriptional response of overexpressing anthranilate synthase in the hairy roots of an important medicinal plant Catharanthus roseus by RNA-seq. BMC Plant Biology. 2016;16(1):108. doi: 10.1186/s12870-016-0794-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Takahashi S., Kuzuyama T., Watanabe H., Seto H. A 1-deoxy-D-xylulose 5-phosphate reductoisomerase catalyzing the formation of 2-C-methyl-D-erythritol 4-phosphate in an alternative nonmevalonate pathway for terpenoid biosynthesis. Proceedings of the National Academy of Sciences of the United States of America. 1998;95(17):9879–9884. doi: 10.1073/pnas.95.17.9879. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tan H., Xiao L., Gao S., Li Q., Chen J., Xiao Y., Ji Q., Chen R., Chen W., Zhang L. Trichome and artemisinin regulator 1 is required for trichome development and artemisinin biosynthesis in Artemisia annua. Molecular Plant. 2015;8(9):1396–1411. doi: 10.1016/j.molp.2015.04.002. [DOI] [PubMed] [Google Scholar]
- Thanh N.T., Murthy H.N., Yu K.W., Hahn E.J., Paek K.Y. Methyl jasmonate elicitation enhanced synthesis of ginsenoside by cell suspension cultures of Panax ginseng in 5-l balloon type bubble bioreactors. Applied Microbiology and Biotechnology. 2005;67(2):197–201. doi: 10.1007/s00253-004-1759-3. [DOI] [PubMed] [Google Scholar]
- Tian L., Dixon R.A. Engineering isoflavone metabolism with an artificial bifunctional enzyme. Planta. 2006;224(3):496–507. doi: 10.1007/s00425-006-0233-0. [DOI] [PubMed] [Google Scholar]
- Tian Y.Z., Wang Z.F., Liu Y.D., Zhang G.Z., Li G. The whole-genome sequencing and analysis of a Ganoderma lucidum strain provide insights into the genetic basis of its high triterpene content. Genomics. 2021;113(1, Part 2):840–849. doi: 10.1016/j.ygeno.2020.10.015. [DOI] [PubMed] [Google Scholar]
- Uchiyama T., Miyazaki K. Functional metagenomics for enzyme discovery: Challenges to efficient screening. Current Opinion in Biotechnology. 2009;20:616–622. doi: 10.1016/j.copbio.2009.09.010. [DOI] [PubMed] [Google Scholar]
- Uefuji H., Tatsumi Y., Morimoto M., Kaothien-Nakayama P., Ogita S., Sano H. Caffeine production in tobacco plants by simultaneous expression of three coffee N-methyltrasferases and its potential as a pest repellant. Plant Molecular Biology. 2005;59(2):221–227. doi: 10.1007/s11103-005-8520-x. [DOI] [PubMed] [Google Scholar]
- van der Fits L., Memelink J. ORCA3, a jasmonate-responsive transcriptional regulator of plant primary and secondary metabolism. Science. 2000;289(5477):295–297. doi: 10.1126/science.289.5477.295. [DOI] [PubMed] [Google Scholar]
- van der Fits L., Zhang H., Menke F.L., Deneka M., Memelink J. A Catharanthus roseus BPF-1 homologue interacts with an elicitor-responsive region of the secondary metabolite biosynthetic gene Str and is induced by elicitor via a JA-independent signal transduction pathway. Plant Molecular Biology. 2000;44(5):675–685. doi: 10.1023/a:1026526522555. [DOI] [PubMed] [Google Scholar]
- Van Moerkercke A., Steensma P., Gariboldi I., Espoz J., Purnama P.C., Schweizer F.…Goossens A. The basic helix-loop-helix transcription factor BIS2 is essential for monoterpenoid indole alkaloid production in the medicinal plant Catharanthus roseus. The Plant Journal: For Cell and Molecular Biology. 2016;88(1):3–12. doi: 10.1111/tpj.13230. [DOI] [PubMed] [Google Scholar]
- Vázquez-Flota F., Hernández-Domínguez E., de Lourdes Miranda-Ham M., Monforte-González M. A differential response to chemical elicitors in Catharanthus roseus in vitro cultures. Biotechnology Letters. 2009;31(4):591–595. doi: 10.1007/s10529-008-9881-4. [DOI] [PubMed] [Google Scholar]
- Verpoorte R., Memelink J. Engineering secondary metabolite production in plants. Current Opinion in Biotechnology. 2002;13(2):181–187. doi: 10.1016/s0958-1669(02)00308-7. [DOI] [PubMed] [Google Scholar]
- Walker K., Croteau R. Molecular cloning of a 10-deacetylbaccatin III-10-O-acetyl transferase cDNA from Taxus and functional expression in Escherichia coli. Proceedings of the National Academy of Sciences. 2000;97(2):583–587. doi: 10.1073/pnas.97.2.583. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker K., Croteau R. Taxol biosynthesis: Molecular cloning of a benzoyl-CoA:taxane 2alpha-O-benzoyltransferase cDNA from Taxus and functional expression in Escherichia coli. Proceedings of the National Academy of Sciences of the United States of America. 2000;97(25):13591–13596. doi: 10.1073/pnas.250491997. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker K., Fujisaki S., Long R., Croteau R. Molecular cloning and heterologous expression of the C-13 phenylpropanoid side chain-CoA acyltransferase that functions in Taxol biosynthesis. Proceedings of the National Academy of Sciences. 2002;99(20):12715–12720. doi: 10.1073/pnas.192463699. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker K., Long R., Croteau R. The final acylation step in Taxol biosynthesis: Cloning of the taxoid C13-side-chain N-benzoyltransferase from Taxus. Proceedings of the National Academy of Sciences of the United States of America. 2002;99(14):9166–9171. doi: 10.1073/pnas.082115799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Walker K., Schoendorf A., Croteau R. Molecular cloning of a taxa-4(20),11(12)-dien-5alpha-ol-O-acetyl transferase cDNA from Taxus and functional expression in Escherichia coli. Archives of Biochemistry and Biophysics. 2000;374(2):371–380. doi: 10.1006/abbi.1999.1609. [DOI] [PubMed] [Google Scholar]
- Walker K.D., Klettke K., Akiyama T., Croteau R. Cloning, heterologous expression, and characterization of a phenylalanine aminomutase involved in Taxol biosynthesis. The Journal of Biological Chemistry. 2004;279(52):53947–53954. doi: 10.1074/jbc.M411215200. [DOI] [PubMed] [Google Scholar]
- Wang H., Han J., Kanagarajan S., Lundgren A., Brodelius P.E. Trichome-specific expression of the amorpha-4,11-diene 12-hydroxylase (cyp71av1) gene, encoding a key enzyme of artemisinin biosynthesis in Artemisia annua, as reported by a promoter-GUS fusion. Plant Molecular Biology. 2013;81(1–2):119–138. doi: 10.1007/s11103-012-9986-y. [DOI] [PubMed] [Google Scholar]
- Wang H., Liu W., Qiu F., Chen Y., Zhang F., Lan X., Chen M., Zhang H., Liao Z. Molecular cloning and characterization of the promoter of aldehyde dehydrogenase gene from Artemisia annua. Biotechnology and Applied Biochemistry. 2017;64(6):902–910. doi: 10.1002/bab.1520. [DOI] [PubMed] [Google Scholar]
- Wang Q., Yuan F., Pan Q., Li M., Wang G., Zhao J., Tang K. Isolation and functional analysis of the Catharanthus roseus deacetylvindoline-4-O-acetyltransferase gene promoter. Plant Cell Reports. 2010;29(2):185–192. doi: 10.1007/s00299-009-0811-2. [DOI] [PubMed] [Google Scholar]
- Wang Z.Y., Zhong J.J. Repeated elicitation enhances taxane production in suspension cultures of Taxus chinensis in bioreactors. Biotechnology Letters. 2002;24(6):445–448. [Google Scholar]
- Westfall P.J., Pitera D.J., Lenihan J.R., Eng D., Woolard F.X., Regentin R.…Paddon C.J. Production of amorphadiene in yeast, and its conversion to dihydroartemisinic acid, precursor to the antimalarial agent artemisinin. Proceedings of the National Academy of Sciences of the United States of America. 2012;109(3):111–118. doi: 10.1073/pnas.1110740109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Whitmer S., van der Heijden R., Verpoorte R. Effect of precursor feeding on alkaloid accumulation by a strictosidine synthase over-expressing transgenic cell line S1 of Catharanthus roseus. Plant Cell, Tissue and Organ Culture. 2002;69(1):85–93. doi: 10.1016/s0168-1656(02)00027-5. [DOI] [PubMed] [Google Scholar]
- Whitmer S., van der Heijden R., Verpoorte R. Effect of precursor feeding on alkaloid accumulation by a tryptophan decarboxylase over-expressing transgenic cell line T22 of Catharanthus roseus. Journal of Biotechnology. 2002;96(2):193–203. doi: 10.1016/s0168-1656(02)00027-5. [DOI] [PubMed] [Google Scholar]
- Wildung M.R., Croteau R. A cDNA clone for taxadiene synthase, the diterpene cyclase that catalyzes the committed step of taxol biosynthesis. The Journal of Biological Chemistry. 1996;271(16):9201–9204. doi: 10.1074/jbc.271.16.9201. [DOI] [PubMed] [Google Scholar]
- Wu T., Wang Y., Guo D. Investigation of glandular trichome proteins in Artemisia annua L. using comparative proteomics. PloS One. 2012;7(8):e41822. doi: 10.1371/journal.pone.0041822. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu Z.C., Ji A.J., Zhang X., Song J.Y., Chen S.L. Biosynthesis and regulation of active compounds in medicinal model plant Salvia miltiorrhiza. Chinese Herbal Medicines. 2016;8(1):3–11. [Google Scholar]
- Yan T., Chen M., Shen Q., Li L., Fu X., Pan Q., Tang Y., Shi P., Lv Z., Jiang W., Ma Y.N., Hao X., Sun X., Tang K. Homeodomain protein 1 is required for jasmonate-mediated glandular trichome initiation in Artemisia annua. The New Phytologist. 2017;213(3):1145–1155. doi: 10.1111/nph.14205. [DOI] [PubMed] [Google Scholar]
- Yan T., Li L., Xie L., Chen M., Shen Q., Pan Q., Fu X., Shi P., Tang Y., Huang H., Huang Y., Huang Y., Tang K. A novel HD-ZIP IV/MIXTA complex promotes glandular trichome initiation and cuticle development in Artemisia annua. The New Phytologist. 2018;218(2):567–578. doi: 10.1111/nph.15005. [DOI] [PubMed] [Google Scholar]
- Yang X., Gao S., Guo L., Wang B., Jia Y., Zhou J., Che Y., Jia P., Lin J., Xu T., Sun J., Ye K. Three chromosome-scale Papaver genomes reveal punctuated patchwork evolution of the morphinan and noscapine biosynthesis pathway. Nature Communications. 2021;12(1) doi: 10.1038/s41467-021-26330-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu Z.X., Li J.X., Yang C.Q., Hu W.L., Wang L.J., Chen X.Y. The jasmonate-responsive AP2/ERF transcription factors AaERF1 and AaERF2 positively regulate artemisinin biosynthesis in Artemisia annua L. Molecular Plant. 2012;5(2):353–365. doi: 10.1093/mp/ssr087. [DOI] [PubMed] [Google Scholar]
- Yuan H., Ma Q., Ye L., Piao G. The traditional medicine and modern medicine from natural products. Molecules. 2016;21(5) doi: 10.3390/molecules21050559. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zeng Q., Qiu F., Yuan L. Production of artemisinin by genetically-modified microbes. Biotechnology Letters. 2008;30(4):581–592. doi: 10.1007/s10529-007-9596-y. [DOI] [PubMed] [Google Scholar]
- Zhang F., Fu X., Lv Z., Lu X., Shen Q., Zhang L., Zhu M., Wang G., Sun X., Liao Z., Tang K. A basic leucine zipper transcription factor, AabZIP1, connects abscisic acid signaling with artemisinin biosynthesis in Artemisia annua. Molecular Plant. 2015;8(1):163–175. doi: 10.1016/j.molp.2014.12.004. [DOI] [PubMed] [Google Scholar]
- Zhang H., Hedhili S., Montiel G., Zhang Y., Chatel G., Pré M., Gantet P., Memelink J. The basic helix-loop-helix transcription factor CrMYC2 controls the jasmonate-responsive expression of the ORCA genes that regulate alkaloid biosynthesis in Catharanthus roseus. The Plant Journal. 2011;67(1):61–71. doi: 10.1111/j.1365-313X.2011.04575.x. [DOI] [PubMed] [Google Scholar]
- Zhang J., Hansen L.G., Gudich O., Viehrig K., Lassen L.M.M., Schrübbers L.…Keasling J.D. A microbial supply chain for production of the anti-cancer drug vinblastine. Nature. 2022;609(7926):341–347. doi: 10.1038/s41586-022-05157-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhao J., Verpoorte R. Manipulating indole alkaloid production by Catharanthus roseus cell cultures in bioreactors: From biochemical processing to metabolic engineering. Phytochemistry Reviews. 2007;6(2):435–457. [Google Scholar]
- Ziegler J., Voigtländer S., Schmidt J., Kramell R., Miersch O., Ammer C.…Kutchan T.M. Comparative transcript and alkaloid profiling in Papaver species identifies a short chain dehydrogenase/reductase involved in morphine biosynthesis. The Plant Journal. 2006;48(2):177–192. doi: 10.1111/j.1365-313X.2006.02860.x. [DOI] [PubMed] [Google Scholar]