Cited by 144Plant biochemistry and biosynthesisSesquiterpenes and Asteraceae StudiesPlant tissue culture and regeneration

The DOI matches its Crossref record; 57 of the 58 references it cites were found in a registry or an index; none of the 46 sources its claims cite is checked for support yet.

Relative expression of genes of terpene metabolism in different tissues of Artemisia annuaL

Open access
Olofsson, Linda, Engström, Alexander, Lundgren, Anneli, Brodelius, Peter E·2011·BMC Plant Biology

Abstract

Background: Recently, Artemisia annua L. (annual or sweet wormwood) has received increasing attention due to the fact that the plant produces the sesquiterpenoid endoperoxide artemisinin, which today is widely used for treatment of malaria. The plant produces relatively small amounts of artemisinin and a worldwide shortage of the drug has led to intense research in order to increase the yield of artemisinin. In order to improve our understanding of terpene metabolism in the plant and to evaluate the competition for precursors, which may influence the yield of artemisinin, we have used qPCR to estimate the expression of 14 genes of terpene metabolism in different tissues. Results: The four genes of the artemisinin biosynthetic pathway (amorpha-4,11-diene synthase, amorphadiene-12-hydroxylase, artemisinic aldehyde ∆11(13) reductase and aldehyde dehydrogenase 1) showed remarkably higher expression (between ~40- to ~500-fold) in flower buds and young leaves compared to other tissues (old leaves, stems, roots, hairy root cultures). Further, dihydroartemisinic aldehyde reductase showed a very high expression only in hairy root cultures. Germacrene A and caryophyllene synthase were mostly expressed in young leaves and flower buds while epi-cedrol synthase was highly expressed in old leaves. 3-Hydroxy-3-methyl-glutaryl coenzyme A reductase exhibited lower expression in old leaves compared to other tissues. Farnesyldiphosphate synthase, squalene synthase, and 1-deoxy-D-xylulose-5-phosphate reductoisomerase showed only modest variation in expression in the different tissues, while expression of 1-deoxy-D-xylulose-5-phosphate synthase was 7-8-fold higher in flower buds and young leaves compared to old leaves. Conclusions: Four genes of artemisinin biosynthesis were highly expressed in flower buds and young leaves (tissues showing a high density of glandular trichomes). The expression of dihydroartemisinic aldehyde reductase has been suggested to have a negative effect on artemisinin production through reduction of dihydroartemisinic aldehyde to dihydroartemisinic alcohol. However, our results show that this enzyme is expressed only at low levels in tissues producing artemisinin and consequently its effect on artemisinin production may be limited. Finally, squalene synthase but not other sesquiterpene synthases appears to be a significant competitor for farnesyl diphosphate in artemisinin-producing tissues.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

qPCR profiling of 14 terpene-metabolism genes across *Artemisia annua* tissues showed that four artemisinin biosynthetic genes (ADS, CYP71AV1, DBR2, ALDH1) are highly expressed in flower buds and young leaves. The authors conclude that squalene synthase may compete significantly for farnesyl diphosphate in artemisinin-producing tissues, whereas RED1 is unlikely to limit artemisinin production.

Key findings

  • The four artemisinin pathway genes showed ~40- to ~500-fold higher expression in flower buds and young leaves than in old leaves, stems, roots, and hairy roots: ADS ~500- and ~150-fold, CYP71AV1 ~150- and ~150-fold, DBR2 ~40- and ~70-fold, and ALDH1 ~250- and ~130-fold in flower buds and young leaves, respectively.
  • RED1 was highly expressed in hairy roots (~50-fold more than old leaves) but low in flower buds, young leaves, and stems; the authors conclude RED1 likely has limited influence on artemisinin production because of low expression in artemisinin-producing tissues, high Km for dihydroartemisinic aldehyde, and low relative turnover potential.
  • DXS expression was 7–8-fold higher in flower buds and young leaves than in old leaves; HDR was 10–30-fold higher in old leaves than in other tissues; HMGR was ~20- and ~8-fold higher in flower buds and young leaves than in old leaves; FDS, SQS, and DXR varied only modestly.
  • ADS dominated sesquiterpene synthase expression in flower buds and young leaves (normalized transcript amounts 8780 and 6654 vs. GAS in stems = 1), while ECS was highly expressed in old leaves (43000); assuming SQS kcat ~1 s−1, SQS had about 45- and 25-fold higher FDP turnover potential than ADS in flower buds and young leaves.

Methods

  • *Artemisia annua* L. cv Artemis plants were grown under 16 h days/8 h nights, then flower buds were induced by 21 days of short-day treatment (8 h day); flower buds, young leaves, old leaves, stems, roots, and hairy root cultures were collected from 5–6-month-old plants.
  • RNA was extracted, reverse transcribed, and analyzed by qPCR with 18 primer pairs for 14 terpene-metabolism transcripts plus reference genes; primer efficiencies ranged from 1.82 to 1.93, and CPR, β-actin, and PAL were selected as reference genes using BestKeeper.
  • Relative expression was calculated with REST 2009 and the 2^-ΔΔCT method; fluorescence microscopy was used to compare trichome densities, with young leaves estimated at ~300±40 trichomes/cm² and old leaves at 130±25 trichomes/cm².

Limitations

  • The paper states that no kcat value is available for CYP71AV1, so it was excluded from the relative turnover estimation; it also states that no information is available on intracellular transport of artemisinin pathway intermediates, and that expression data in Table 3 come from different studies and varieties and are not directly comparable.
  • Evident from the text: the study measures transcript levels by qPCR, not enzyme protein abundance or activity; the turnover-potential estimates assume transcription is proportional to active sites, enzymes work at substrate saturation, and the NADPH/NADP+ ratio is optimal.

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Integrity signals

Registry

Crossref · 10.1186/1471-2229-11-45

Cites

57 of 57 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Figures

Figure 1 Summary of terpene metabolism in Artemisia annua. Enzymes in red have been cloned from A. annua. The Genbank accession numbers are given after each cloned enzyme. Cytosol: AACT: acetoacetyl-CoA thiolase; ADS: amorpha-4,11-diene synthase (AF138959); ALDH1: aldehyde dehydrogenase 1 (FJ809784); BAS: β-amyrin synthase (EU330197); BFS: β-farnesene synthase (AY835398); CPR: cytochrome P450 reductase (EF197890); CPS: β-caryophyllene synthase (AF472361); CYP71AV1: amorphadiene-12-hydroxylase (DQ453967); DBR2: artemisinic aldehyde ∆11(13) reductase (EU704257); ECS: epi-cedrol synthase (AJ001539); FDS: farnesyl diphosphate synthase (U36376); GAS: germacrene A synthase (DQ447636); HMGR: 3-hydroxy-3-methyl-glutaryl coenzyme A reductase (AF142473); HMGS: 3-hydroxy-3-methyl-glutaryl coenzyme A synthase (GQ468550); IDI: isopentenyl diphosphate isomerase (DQ666334); MVK: mevalonate kinase; PMD: diphosphomevalonate decarboxylase; PMK: phosphomevalonate kinase; RED1: dihydroartemisinic aldehyde reductase (GU167953); SMO: squalene monooxygenase; SQS: squalene synthase (AY445505). Plastid: BPS: β-pinene synthase (AF276072); CMK: 4-cytidine 5'-diphospho-2-C-methyl-D-erythritol kinase; DXR: 1-deoxy-D-xylulose-5-phosphate reductoisomerase (AF182287); DXS: 1-deoxy-D-xylulose-5-phosphate synthase (AF182286); GGDS: geranylgeranyl diphosphate synthase; GDS: geranyl diphosphate synthase; HDR: hydroxy-2-methyl-2-(E)-butenyl 4-diphosphate reductase (EU332141); HDS; hydroxy-2-methyl-2-(E)-butenyl 4-diphosphate synthase (FJ479720); IDI: isopentenyl diphosphate isomerase (DQ666334); LS: linalool synthase (AF154125); MCT: 2-C-methyl-D-erythritol-4-(cytidyl-5-diphosphate) transferase; MCS: 2-C-methyl-D-erythritol-2,4-cyclodiphosphate synthase.
Figure 1 Summary of terpene metabolism in Artemisia annua. Enzymes in red have been cloned from A. annua. The Genbank accession numbers are given after each cloned enzyme. Cytosol: AACT: acetoacetyl-CoA thiolase; ADS: amorpha-4,11-diene synthase (AF138959); ALDH1: aldehyde dehydrogenase 1 (FJ809784); BAS: β-amyrin synthase (EU330197); BFS: β-farnesene synthase (AY835398); CPR: cytochrome P450 reductase (EF197890); CPS: β-caryophyllene synthase (AF472361); CYP71AV1: amorphadiene-12-hydroxylase (DQ453967); DBR2: artemisinic aldehyde ∆11(13) reductase (EU704257); ECS: epi-cedrol synthase (AJ001539); FDS: farnesyl diphosphate synthase (U36376); GAS: germacrene A synthase (DQ447636); HMGR: 3-hydroxy-3-methyl-glutaryl coenzyme A reductase (AF142473); HMGS: 3-hydroxy-3-methyl-glutaryl coenzyme A synthase (GQ468550); IDI: isopentenyl diphosphate isomerase (DQ666334); MVK: mevalonate kinase; PMD: diphosphomevalonate decarboxylase; PMK: phosphomevalonate kinase; RED1: dihydroartemisinic aldehyde reductase (GU167953); SMO: squalene monooxygenase; SQS: squalene synthase (AY445505). Plastid: BPS: β-pinene synthase (AF276072); CMK: 4-cytidine 5'-diphospho-2-C-methyl-D-erythritol kinase; DXR: 1-deoxy-D-xylulose-5-phosphate reductoisomerase (AF182287); DXS: 1-deoxy-D-xylulose-5-phosphate synthase (AF182286); GGDS: geranylgeranyl diphosphate synthase; GDS: geranyl diphosphate synthase; HDR: hydroxy-2-methyl-2-(E)-butenyl 4-diphosphate reductase (EU332141); HDS; hydroxy-2-methyl-2-(E)-butenyl 4-diphosphate synthase (FJ479720); IDI: isopentenyl diphosphate isomerase (DQ666334); LS: linalool synthase (AF154125); MCT: 2-C-methyl-D-erythritol-4-(cytidyl-5-diphosphate) transferase; MCS: 2-C-methyl-D-erythritol-2,4-cyclodiphosphate synthase.CC BY · PubMed Central
Figure 2 Light and fluorescence microscopy of various tissues from Artemisia annua. A and B: Flower bud; C and D: young leaf; E and F: old leaf; G and H: stem; I and J: root; K and L: hairy root.
Figure 2 Light and fluorescence microscopy of various tissues from Artemisia annua. A and B: Flower bud; C and D: young leaf; E and F: old leaf; G and H: stem; I and J: root; K and L: hairy root.CC BY · PubMed Central
Figure 3 Expression of genes involved in terpene metabolism in different tissues of Artemisia annua. Expression levels were measured through qPCR using the primers listed in Table 1. The expression ratios were calculated relative to the expression in old leaves. A: Flower buds; B: young leaves; C: stems; D: roots; E: hairy roots. All graphs represent the values of two independent qPCR runs with cDNA prepared from different plants. Sample triplicates were used in all qPCR runs. Expression ratios are illustrated by box-and-whisker plots. Boxes above expression ratio 1 represent higher gene expression levels compared to old leaves. Note that the expression ratio scale is logarithmic and not the same in all graphs.
Figure 3 Expression of genes involved in terpene metabolism in different tissues of Artemisia annua. Expression levels were measured through qPCR using the primers listed in Table 1. The expression ratios were calculated relative to the expression in old leaves. A: Flower buds; B: young leaves; C: stems; D: roots; E: hairy roots. All graphs represent the values of two independent qPCR runs with cDNA prepared from different plants. Sample triplicates were used in all qPCR runs. Expression ratios are illustrated by box-and-whisker plots. Boxes above expression ratio 1 represent higher gene expression levels compared to old leaves. Note that the expression ratio scale is logarithmic and not the same in all graphs.CC BY · PubMed Central

Verification

Claims the paper makes

38 Not checked yet · 35 Own result · 27 Own interpretation · 7 Own method · 2 No basis given

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  • It may state two separate claims as one. 25
  • The quote only partly states this claim. 1
  • Probably not a substantial claim. 30
49 of 49
  • The authors state this as an assumption.

    The number of active sites is proportional to the level of transcription.

    “we assume that the number of active sites is proportional to the level of transcription”
  • The authors state this as an assumption.

    The enzymes are working at substrate saturation with an optimal NADPH/NADP+ ratio.

    “that the enzymes are working at substrate saturation with an optimal NADPH/NADP+ ratio”
  • The authors state this as an assumption.

    Under these conditions, the kcat-value is a good indicator of the conversion of substrate to product.

    “Under such conditions the kcat-value is a good indicator of the conversion of substrate to product.”
  • The authors state this as an assumption.

    DBR2 and ALDH1 are acting on the same pool of intermediates.

    “assuming that they are acting on the same pool of intermediates”
  • The paper relies on this without support.

    FDP is used for the synthesis of squalene, which is the precursor of sterols and triterpenes.

    “In addition, FDP is used for the synthesis of squalene, which is the precursor of sterols and triterpenes.”
  • The authors state this as an assumption.

    Only one percent of the FDS1 activity is found in trichome cells.

    “If we assume that only one percent of the FDS1 activity is found in trichome cells”
  • The authors state this as an assumption.

    The kcat-value for A. annua SQS is in the order of 1 sec-1.

    “Assuming a kcat-value for the A. annua SQS in the order of 1 sec-1 (= 2 FDPs used per second)”
7 of 7

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Citations

Cites

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Research works printed but not linked: 2

  1. Rydén A-M: Identification, characterization and expression of early biosynthetic genes from Artemisia annua. PhD Thesis. University of Groningen, Department of Pharmaceutical Biology; 2010.
  2. Ferreira JFS, Janick J: Distribution of artemisinin in Artemisia annua. Progress in new crops. Edited by: Janick J. Arlington: ASHS Press; 1996,579-584.

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Metadata

Authors
Olofsson, L., Engström, A., Lundgren, A., & Brodelius, P. E.
Affiliations
Linnaeus University (SE)
Corresponding author
Brodelius, Peter E
Venue
BMC Plant Biology
Published
2011-03-09
Volume
11
Issue
1
Pages
45-45
ISSN
1471-2229 (ISSN-L)
OpenAlex
W2152443621
Cited by
144
References
58
Citations by year
2026: 4 · 2025: 5 · 2024: 9 · 2023: 6 · 2022: 8 · 2021: 7 · 2020: 5 · 2019: 10 · 2018: 6 · 2017: 10 · 2016: 18 · 2015: 13 · 2014: 12 · 2013: 15 · 2012: 10
FWCI
5.59
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • BMC Plant Biology (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Funders
Mahidol University
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Plant biochemistry and biosynthesis
  • Physical Sciences › Chemistry › Organic Chemistry › Sesquiterpenes and Asteraceae Studies
  • Life Sciences › Agricultural and Biological Sciences › Plant Science › Plant tissue culture and regeneration
Keywords
Artemisia annua, artemisinin biosynthesis, terpene metabolism, gene expression, tissue-specific gene expression, amorpha-4,11-diene synthase, ALDH1, germacrene A synthase, HMGR, farnesyl diphosphate synthase, squalene synthase, 1-deoxy-D-xylulose 5-phosphate synthase, 1-deoxy-D-xylulose 5-phosphate reductoisomerase, hairy root culture
MeSH terms
Aldehyde Dehydrogenase 1 Family, Isoenzymes, Oxidoreductases, Plant Proteins, Gene Expression Regulation, Plant, RNA, Plant, Alkyl and Aryl Transferases, Gene Expression Profiling, Artemisia annua, Artemisinins, Retinal Dehydrogenase

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