56 results on '"Markus Lange"'
Search Results
2. Biochemical basis for the formation of organ-specific volatile blends in mint
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B. Markus Lange, Narayanan Srividya, Iris Lange, Amber N. Parrish, Lukas R. Benzenberg, Iovanna Pandelova, Kelly J. Vining, and Matthias Wüst
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Plant Science - Abstract
Above-ground material of members of the mint family is commercially distilled to extract essential oils, which are then formulated into a myriad of consumer products. Most of the research aimed at characterizing the processes involved in the formation of terpenoid oil constituents has focused on leaves. We now demonstrate, by investigating three mint species, peppermint (Mentha ˣ piperita L.), spearmint (Mentha spicata L.) and horsemint (Mentha longifolia (L.) Huds.; accessions CMEN 585 and CMEN 584), that other organs – namely stems, rhizomes and roots – also emit volatiles and that the terpenoid volatile composition of these organs can vary substantially from that of leaves, supporting the notion that substantial, currently underappreciated, chemical diversity exists. Differences in volatile quantities released by plants whose roots had been dipped in a Verticillium dahliae-spore suspension (experimental) or dipped in water (controls) were evident: increases of some volatiles in the root headspace of mint species that are susceptible to Verticillium wilt disease (peppermint and M. longifolia CMEN 584) were detected, while the quantities of certain volatiles decreased in rhizomes of species that show resistance to the disease (spearmint and M. longifolia CMEN 585). To address the genetic and biochemical basis underlying chemical diversity, we took advantage of the newly sequenced M. longifolia CMEN 585 genome to identify candidate genes putatively coding for monoterpene synthases (MTSs), the enzymes that catalyze the first committed step in the biosynthesis of monoterpenoid volatiles. The functions of these genes were established by heterologous expression in Escherichia coli, purification of the corresponding recombinant proteins, and enzyme assays, thereby establishing the existence of MTSs with activities to convert a common substrate, geranyl diphosphate, to (+)-α-terpineol, 1,8-cineole, γ-terpinene, and (–)-bornyl diphosphate, but were not active with other potential substrates. In conjunction with previously described MTSs that catalyze the formation of (–)-β-pinene and (–)-limonene, the product profiles of the MTSs identified here can explain the generation of all major monoterpene skeletons represented in the volatiles released by different mint organs.
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- 2023
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3. Flavonoid deficiency disrupts redox homeostasis and terpenoid biosynthesis in glandular trichomes of tomato
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Bernd Markus Lange, Gregg A. Howe, Brian St. Aubin, Jordan J. Zager, and Koichi Sugimoto
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Crops, Agricultural ,0106 biological sciences ,Chalcone isomerase ,Physiology ,DNA damage ,Flavonoid ,Mutant ,Plant Science ,Genes, Plant ,01 natural sciences ,03 medical and health sciences ,Solanum lycopersicum ,Gene Expression Regulation, Plant ,Genetics ,Homeostasis ,030304 developmental biology ,Flavonoids ,2. Zero hunger ,chemistry.chemical_classification ,0303 health sciences ,biology ,Terpenes ,fungi ,food and beverages ,Trichomes ,biology.organism_classification ,Terpenoid ,Trichome ,Metabolic pathway ,Biochemistry ,chemistry ,Solanum ,Oxidation-Reduction ,010606 plant biology & botany - Abstract
Glandular trichomes (GTs) are epidermal structures that provide the first line of chemical defense against arthropod herbivores and other biotic threats. The most conspicuous structure on leaves of cultivated tomato (Solanum lycopersicum) is the type-VI GT (tVI-GT), which accumulates both flavonoids and volatile terpenoids. Although these classes of specialized metabolites are derived from distinct metabolic pathways, previous studies with a chalcone isomerase 1 (CHI1)-deficient mutant called anthocyanin free (af) showed that flavonoids are required for terpenoid accumulation in tVI-GTs. Here, we combined global transcriptomic and proteomic analyses of isolated trichomes as a starting point to show that the lack of CHI1 is associated with reduced levels of terpenoid biosynthetic transcripts and enzymes. The flavonoid deficiency in af trichomes also resulted in the upregulation of abiotic stress-responsive genes associated with DNA damage and repair. Several lines of biochemical and genetic evidence indicate that the terpenoid defect in af mutants is specific for the tVI-GT and is associated with the absence of bulk flavonoids rather than loss of CHI1 per se. A newly developed genome-scale model of metabolism in tomato tVI-GTs helped identify metabolic imbalances caused by the loss of flavonoid production. We provide evidence that flavonoid deficiency in this cell type leads to increased production of reactive oxygen species (ROS), which may impair terpenoid biosynthesis. Collectively, our findings support a role for flavonoids as ROS-scavenging antioxidants in GTs.
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- 2021
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4. Comprehensive inventory of cannabinoids in Cannabis sativa L.: Can we connect genotype and chemotype?
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Jordan J. Zager and B. Markus Lange
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biology ,Chemotype ,business.industry ,medicine.medical_treatment ,Context (language use) ,Plant Science ,Chemical basis ,Cannabis sativa ,biology.organism_classification ,Cannabinoid biosynthesis ,Biotechnology ,Genotype ,medicine ,Cannabinoid ,Cannabis ,business - Abstract
Following decades of tight restrictions, recent legislative adjustments have decriminalized the use of products derived from cannabis (Cannabis sativa L.) in many countries and jurisdictions. This has led to a renewed interest in better understanding the chemical basis of physiological effects attributed to cannabis use. The present review article summarizes our current knowledge regarding the 130 structures of cannabinoids that have been characterized from cannabis extracts to date. We are also providing information on the methods employed for structure determination to help the reader assess the quality of the original structural assignments. Cannabinoid chemical diversity is discussed in the context of current knowledge regarding the enzymes involved in cannabinoid biosynthesis. We briefly assess to what extent cannabinoid levels are determined by the genotype of a given chemovar and discuss the limits of enzymatic control over the cannabinoid profile.
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- 2021
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5. Plants with arbuscular mycorrhizal fungi efficiently acquire Nitrogen from substrate additions by shaping the decomposer community composition and their net plant carbon demand
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Somak Chowdhury, Markus Lange, Ashish A. Malik, Timothy Goodall, Jianbei Huang, Robert I. Griffiths, and Gerd Gleixner
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fungi ,Soil Science ,food and beverages ,Plant Science ,Ecology and Environment - Abstract
Aims We investigated the role of plants and their plant-derived carbon in shaping the microbial community that decomposes substrates and traced the return of nutrients from decomposition back to plant shoots in order to understand the importance of plants for ecosystem element cycling. Methods We performed a greenhouse experiment having plant communities with and without arbuscular mycorrhizal fungi (AMF) and ingrowth cores that held different 15N labeled substrates. We determined the microbial community structure using molecular sequencing and the net assimilation of plant carbon into soil microorganisms using a 13CO2 pulse and 13C measurements of microbial biomarkers. We determined the return of nitrogen back to the shoots using the 15N signal, which was provided from the decomposition of the substrate added to the ingrowth cores. Results We observed that the microbial community composition in the ingrowth cores and their net 13C assimilation depended on the presence of AMF and the added substrate. Both plant communities had similar 15N uptake into their shoots, but the net N uptake cost was significantly lower in presence of AMF. In the presence of AMF also lower net N uptake cost was observed for the decomposition of plant-derived and microorganism-derived substrates compared to inorganic nitrogen suggesting that AMF actively controls the decomposer comunity and their carbon demand. Conclusion Our results identify for the first time a functional overlap of soil microorganisms as identical substrate is decomposed by different microorganisms suggesting functional redundancy of microbial communities. In consequence a better understanding of ecosystem element cycling can only be achieved when the whole plant-microorganism-organic matter-soil continuum is investigated.
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- 2022
6. Functional Characterization and Structural Insights Into Stereoselectivity of Pulegone Reductase in Menthol Biosynthesis
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Chanchan Liu, Qiyu Gao, Zhuo Shang, Jian Liu, Siwei Zhou, Jingjie Dang, Licheng Liu, Iris Lange, Narayanan Srividya, B. Markus Lange, Qinan Wu, and Wei Lin
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Perilla frutescens ,biology ,Chemistry ,Stereochemistry ,pulegone reductase ,Correction ,Plant culture ,Mentha piperita ,Plant Science ,molecular dynamics simulations ,Reductase ,biology.organism_classification ,stereoselectivity ,Menthone ,SB1-1110 ,chemistry.chemical_compound ,Biosynthesis ,Docking (molecular) ,Stereoselectivity ,menthol biosynthesis ,Pulegone ,Menthol ,Original Research - Abstract
Monoterpenoids are the main components of plant essential oils and the active components of some traditional Chinese medicinal herbs like Mentha haplocalyx Briq., Nepeta tenuifolia Briq., Perilla frutescens (L.) Britt and Pogostemin cablin (Blanco) Benth. Pulegone reductase is the key enzyme in the biosynthesis of menthol and is required for the stereoselective reduction of the Δ2,8 double bond of pulegone to produce the major intermediate menthone, thus determining the stereochemistry of menthol. However, the structural basis and mechanism underlying the stereoselectivity of pulegone reductase remain poorly understood. In this study, we characterized a novel (−)-pulegone reductase from Nepeta tenuifolia (NtPR), which can catalyze (−)-pulegone to (+)-menthone and (−)-isomenthone through our RNA-seq, bioinformatic analysis in combination with in vitro enzyme activity assay, and determined the structure of (+)-pulegone reductase from M. piperita (MpPR) by using X-ray crystallography, molecular modeling and docking, site-directed mutagenesis, molecular dynamics simulations, and biochemical analysis. We identified and validated the critical residues in the crystal structure of MpPR involved in the binding of the substrate pulegone. We also further identified that residues Leu56, Val282, and Val284 determine the stereoselectivity of the substrate pulegone, and mainly contributes to the product stereoselectivity. This work not only provides a starting point for the understanding of stereoselectivity of pulegone reductases, but also offers a basis for the engineering of menthone/menthol biosynthetic enzymes to achieve high-titer, industrial-scale production of enantiomerically pure products.
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- 2021
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7. Selectivity of enzymes involved in the formation of opposite enantiomeric series of p-menthane monoterpenoids in peppermint and Japanese catnip
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B. Markus Lange, Iris Lange, Jana K. Richter, Matthias Wüst, and Narayanan Srividya
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chemistry.chemical_classification ,Limonene ,Lamiaceae ,biology ,Molecular Structure ,Stereochemistry ,Enantioselective synthesis ,Mentha piperita ,Stereoisomerism ,Plant Science ,General Medicine ,Reductase ,Menthone ,Cofactor ,Mixed Function Oxygenases ,chemistry.chemical_compound ,Enzyme ,Isopiperitenol dehydrogenase ,chemistry ,Genetics ,biology.protein ,Monoterpenes ,Enantiomer ,Oxidoreductases ,Agronomy and Crop Science - Abstract
Peppermint (Mentha x piperita L.) and Japanese catnip (Schizonepeta tenuifolia (Benth.) Briq.) accumulate p-menthane monoterpenoids with identical functionalization patterns but opposite stereochemistry. In the present study, we investigate the enantioselectivity of multiple enzymes involved in monoterpenoid biosynthesis in these species. Based on kinetic assays, mint limonene synthase, limonene 3-hydroxylase, isopiperitenol dehydrogenase, isopiperitenone reductase, and menthone reductase exhibited significant enantioselectivity toward intermediates of the pathway that proceeds through (-)-4S-limonene. Limonene synthase, isopiperitenol dehydrogenase and isopiperitenone reductase of Japanese catnip preferred intermediates of the pathway that involves (+)-4R-limonene, whereas limonene 3-hydroxylase was not enantioselective, and the activities of pulegone reductase and menthone reductase were too low to acquire meaningful kinetic data. Molecular modeling studies with docked ligands generally supported the experimental data obtained with peppermint enzymes, indicating that the preferred enantiomer was aligned well with the requisite cofactor and amino acid residues implicated in catalysis. A striking example for enantioselectivity was peppermint (-)-menthone reductase, which binds (-)-menthone with exquisite affinity but was predicted to bind (+)-menthone in a non-productive orientation that positions its carbonyl functional group at considerable distance to the NADPH cofactor. The work presented here lays the groundwork for structure-function studies aimed at unraveling how enantioselectivity evolved in closely related species of the Lamiaceae and beyond.
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- 2021
8. Gene Networks Underlying Cannabinoid and Terpenoid Accumulation in Cannabis
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Jordan J. Zager, Anthony Smith, Iris Lange, Narayanan Srividya, and B. Markus Lange
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0106 biological sciences ,Physiology ,medicine.medical_treatment ,Plant Science ,01 natural sciences ,Transcriptome ,chemistry.chemical_compound ,Linalool ,Genetics ,medicine ,Cannabis ,Plant Proteins ,Nerolidol ,Alkyl and Aryl Transferases ,biology ,Cannabinoids ,Terpenes ,Trichomes ,biology.organism_classification ,Terpenoid ,Trichome ,chemistry ,Biochemistry ,Germacrene ,Cannabinoid ,Research Article ,010606 plant biology & botany - Abstract
Glandular trichomes are specialized anatomical structures that accumulate secretions with important biological roles in plant-environment interactions. These secretions also have commercial uses in the flavor, fragrance, and pharmaceutical industries. The capitate-stalked glandular trichomes of Cannabis sativa (cannabis), situated on the surfaces of the bracts of the female flowers, are the primary site for the biosynthesis and storage of resins rich in cannabinoids and terpenoids. In this study, we profiled nine commercial cannabis strains with purportedly different attributes, such as taste, color, smell, and genetic origin. Glandular trichomes were isolated from each of these strains, and cell type-specific transcriptome data sets were acquired. Cannabinoids and terpenoids were quantified in flower buds. Statistical analyses indicated that these data sets enable the high-resolution differentiation of strains by providing complementary information. Integrative analyses revealed a coexpression network of genes involved in the biosynthesis of both cannabinoids and terpenoids from imported precursors. Terpene synthase genes involved in the biosynthesis of the major monoterpenes and sesquiterpenes routinely assayed by cannabis testing laboratories were identified and functionally evaluated. In addition to cloning variants of previously characterized genes, specifically CsTPS14CT [(−)-limonene synthase] and CsTPS15CT (β-myrcene synthase), we functionally evaluated genes that encode enzymes with activities not previously described in cannabis, namely CsTPS18VF and CsTPS19BL (nerolidol/linalool synthases), CsTPS16CC (germacrene B synthase), and CsTPS20CT (hedycaryol synthase). This study lays the groundwork for developing a better understanding of the complex chemistry and biochemistry underlying resin accumulation across commercial cannabis strains.
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- 2019
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9. Genetic diversity survey of Mentha aquatica L. and Mentha suaveolens Ehrh., mint crop ancestors
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Kim E. Hummer, Amber N. Parrish, Kristin Neill, Nahla V. Bassil, Ryan N. Contreras, Kelly J. Vining, Iovanna Pandelova, Hsuan Chen, and Bernd Markus Lange
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0106 biological sciences ,0301 basic medicine ,Germplasm ,Genetic diversity ,Mentha suaveolens ,food and beverages ,Plant Science ,Biology ,01 natural sciences ,food.food ,law.invention ,Crop ,03 medical and health sciences ,030104 developmental biology ,food ,law ,Botany ,Genetics ,Verticillium wilt ,Ploidy ,Agronomy and Crop Science ,Genotyping ,Ecology, Evolution, Behavior and Systematics ,Essential oil ,010606 plant biology & botany - Abstract
The Mentha germplasm collection housed at the USDA National Clonal Germplasm Repository is a valuable source of diversity for genetic studies and mint breeding. We surveyed phenotypes and genotypes of accessions belonging to two species ancestral to commercial peppermint: M. aquatica and M. suaveolens. Morphology, ploidy, essential oil composition, and relative Verticillium wilt resistance were assessed. Genotyping with simple sequence repeat (SSR) markers was performed in order to establish a set of informative markers for distinguishing accessions from each other. M. suaveolens accessions were triploid or tetraploid, while M. aquatica accessions were octoploid or nonaploid. Holoploid genome sizes differed significantly among accessions within both species. Half of the M. aquatica accessions had (+)-menthofuran as the primary oil constituent, while other accessions showed atypical oil profiles. Most M. suaveolens accessions had high levels of either piperitenone oxide, (−)-carvone, or trans-piperitenone oxide. M. aquatica accessions showed a range of Verticillium wilt resistance to susceptibility, while most M. suaveolens accessions were highly wilt-resistant. Results from genotyping the accessions with nine SSR markers distinguished three groups: one mainly M. suaveolens, one mostly M. aquatica, and one with a mixture of the species. This study enables updates of accession descriptions in the Germplasm Resources Information Network database, and increases the utility of the Mentha collection to the research community.
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- 2019
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10. Plant diversity enhances production and downward transport of biodegradable dissolved organic matter
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Janneke Ravenek, Christine Fischer-Bedtke, Gerd Gleixner, Odette González Macé, Tanja Strecker, Cameron Wagg, Christiane Roscher, Liesje Mommer, Vanessa-Nina Roth, Alexandru Milcu, Bernhard Schmid, Thorsten Dittmar, Stefan Scheu, Alexandra Weigelt, Nico Eisenhauer, Anke Hildebrandt, Natalie J. Oram, Markus Lange, Max Planck Institute for Biogeochemistry (MPI-BGC), Max-Planck-Gesellschaft, Thüringer Landesamt für Umwelt und Geologie, German Centre for Integrative Biodiversity Research (iDiv), Leipzig University, Helmholtz Zentrum für Umweltforschung = Helmholtz Centre for Environmental Research (UFZ), Institute for Chemistry and Biology of the Marine Environment (ICBM), University of Oldenburg, Helmholtz Institute for Functional Marine Biodiversity at the University of Oldenburg (HIFMB), Carl Von Ossietzky Universität Oldenburg = Carl von Ossietzky University of Oldenburg (OFFIS), Friedrich-Schiller-Universität = Friedrich Schiller University Jena [Jena, Germany], Johann-Friedrich Blumenbach Institut für Zoologie und Anthropologie, Georg-August-University = Georg-August-Universität Göttingen, Écotron Européen de Montpellier, Centre National de la Recherche Scientifique (CNRS), Centre d’Ecologie Fonctionnelle et Evolutive (CEFE), Université Paul-Valéry - Montpellier 3 (UPVM)-École Pratique des Hautes Études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Institut Agro - Montpellier SupAgro, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Nature Conservation and Plant Ecology Group, Wageningen University and Research [Wageningen] (WUR), Soil Biology Group, Institute for Water and Wetland Research, Radboud University Nijmegen, Universität Zürich [Zürich] = University of Zurich (UZH), Department of Systematic Botany and Functional Biodiversity, Universität Leipzig, University of Zurich, Vries, Franciska, Lange, Markus, Université Paul-Valéry - Montpellier 3 (UPVM)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
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0106 biological sciences ,Evolution ,ecosystem functions and services ,Plant Ecology and Nature Conservation ,plant–soil interactions ,Plant Science ,010603 evolutionary biology ,01 natural sciences ,bioDiversity ,Subsoil ,Behavior and Systematics ,vegetation ,1110 Plant Science ,subsoil ,Dissolved organic carbon ,Ecosystem ,Plant–soil interactions ,910 Geography & travel ,ComputingMilieux_MISCELLANEOUS ,Ecology, Evolution, Behavior and Systematics ,biodiversity ,2. Zero hunger ,Ecosystem functions and services ,Topsoil ,Decomposition ,decomposition ,Vegetation ,Ecology ,Soil organic matter ,Plant Ecology ,food and beverages ,Plant community ,15. Life on land ,PE&RC ,dissolved organic carbon ,10122 Institute of Geography ,1105 Ecology, Evolution, Behavior and Systematics ,Environmental chemistry ,Soil water ,Plantenecologie en Natuurbeheer ,Soil horizon ,Environmental science ,Soil fertility ,[SDE.BE]Environmental Sciences/Biodiversity and Ecology ,2303 Ecology ,human activities ,010606 plant biology & botany - Abstract
International audience; Plant diversity is an important driver of below-ground ecosystem functions, such as root growth, soil organic matter (SOM) storage and microbial metabolism, mainly by influencing the interactions between plant roots and soil. Dissolved organic matter (DOM), as the most mobile form of SOM, plays a crucial role for a multitude of soil processes that are central for ecosystem functioning. Thus, DOM is likely to be an important mediator of plant diversity effects on soil processes. However, the relationships between plant diversity and DOM have not been studied so far.2. We investigated the mechanisms underlying plant diversity effects on concentrations of DOM using continuous soil water sampling across 6 years and 62 plant communities in a long-term grassland biodiversity experiment in Jena, Germany. Furthermore, we investigated plant diversity effects on the molecular properties of DOM in a subset of the samples.3. Although DOM concentrations were highly variable over the course of the year with highest concentrations in summer and autumn, we found that DOM concentrations consistently increased with plant diversity across seasons. The positive plant diversity effect on DOM concentrations was mainly mediated by increased microbial activity and newly sequestered carbon in topsoil. However, the effect of soil microbial activity on DOM concentrations differed between seasons, indicating DOM consumption in winter and spring, and DOM production in summer and autumn. Furthermore, we found increased contents of small and easily decomposable DOM molecules reaching deeper soil layers with high plant diversity.4. Synthesis. Our findings suggest that plant diversity enhances the continuous downward transport of DOM in multiple ways. On the one hand, higher plant diversity results in higher DOM concentrations, on the other hand, this DOM is less degraded. This study indicates, for the first time, that higher plant diversity enhances the downward transport of dissolved molecules that likely stimulate soil development in deeper layers and therefore increase soil fertility.
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- 2020
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11. Crop Wild Relatives as Germplasm Resource for Cultivar Improvement in Mint (Mentha L.)
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B. Markus Lange, Kim E. Hummer, Colin K. Khoury, Kelly J. Vining, Daniel Carver, and Nahla V. Bassil
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0106 biological sciences ,Germplasm ,Review ,verticillium wilt ,Plant Science ,lcsh:Plant culture ,01 natural sciences ,Crop ,010608 biotechnology ,spearmint ,lcsh:SB1-1110 ,Cultivar ,Hybrid ,peppermint ,Genetic diversity ,biology ,business.industry ,food and beverages ,biology.organism_classification ,mint ,Biotechnology ,Agriculture ,Lamiaceae ,Verticillium wilt ,business ,monoterpene ,010606 plant biology & botany - Abstract
Mentha is a strongly scented herb of the Lamiaceae (formerly Labiatae) and includes about 30 species and hybrid species that are distributed or introduced throughout the globe. These fragrant plants have been selected throughout millennia for use by humans as herbs, spices, and pharmaceutical needs. The distilling of essential oils from mint began in Japan and England but has become a significant industrial product for the US, China, India, and other countries. The US Department of Agriculture (USDA), Agricultural Research Service, National Clonal Germplasm Repository (NCGR) maintains a mint genebank in Corvallis, Oregon. This facility preserves and distributes about 450 clones representing 34 taxa, hybrid species, advanced breeder selections, and F1 hybrids. Mint crop wild relatives are included in this unique resource. The majority of mint accessions and hybrids in this collection were initially donated in the 1970s by the A.M. Todd Company, located in Kalamazoo, Michigan. Other representatives of diverse mint taxa and crop wild relatives have since been obtained from collaborators in Australia, New Zealand, Europe, and Vietnam. These mints have been evaluated for cytology, oil components, verticillium wilt resistance, and key morphological characters. Pressed voucher specimens have been prepared for morphological identity verification. An initial set of microsatellite markers has been developed to determine clonal identity and assess genetic diversity. Plant breeders at private and public institutions are using molecular analysis to determine identity and diversity of the USDA mint collection. Evaluation and characterization includes essential oil content, disease resistance, male sterility, and other traits for potential breeding use. These accessions can be a source for parental genes for enhancement efforts to produce hybrids, or for breeding new cultivars for agricultural production. Propagules of Mentha are available for distribution to international researchers as stem cuttings, rhizome cuttings, or seed, which can be requested through the GRIN-Global database of the US National Plant Germplasm System, subject to international treaty and quarantine regulations.
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- 2020
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12. Enzymology of monoterpene functionalization in glandular trichomes
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Narayanan Srividya and Bernd Markus Lange
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0106 biological sciences ,0301 basic medicine ,Functional evaluation ,Physiology ,Chemistry ,Monoterpene ,fungi ,food and beverages ,Trichomes ,Plant Science ,01 natural sciences ,Trichome ,Terpenoid ,Magnoliopsida ,03 medical and health sciences ,030104 developmental biology ,Biochemistry ,Gene Expression Regulation, Plant ,Chemical diversity ,Monoterpenes ,Surface modification ,Plant Proteins ,010606 plant biology & botany - Abstract
The plant kingdom supports an extraordinary chemical diversity, with terpenoids representing a particularly diversified class of secondary (or specialized) metabolites. Volatile and semi-volatile terpenoids in the C10-C20 range are often formed in specialized cell types and secretory structures. In the angiosperm lineage, glandular trichomes play an important role in enabling the biosynthesis and storage (or in some cases secretion) of functionalized terpenoids. The 'decoration' of a terpenoid scaffold with functional groups changes its physical and chemical properties, and can therefore affect the perception of a specific metabolite by other organisms. Because of the ecological implications (e.g. plant-herbivore interactions) and commercial relevance (e.g. volatiles used in the flavor and fragrance industries), terpenoid functionalization has been researched extensively. Recent successes in the cloning and functional evaluation of genes as well as the structural and biochemical characterization of enzyme catalysts have laid the foundation for an improved understanding of how pathways toward functionalized monoterpenes may have evolved. In this review, we will focus on an up-to-date account of functionalization reactions present in glandular trichomes.
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- 2019
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13. Assessment of flux through oleoresin biosynthesis in epithelial cells of loblolly pine resin ducts
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Amber N. Parrish, Jordan J. Zager, Glenn W. Turner, B. Markus Lange, and Justin T. Fischedick
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0106 biological sciences ,0301 basic medicine ,Cell type ,Physiology ,Plant Science ,Metabolism ,01 natural sciences ,Cell biology ,Gene expression profiling ,Transcriptome ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,Biosynthesis ,chemistry ,Gene expression ,Oleoresin ,Flux (metabolism) ,010606 plant biology & botany - Abstract
The shoot system of pines contains abundant resin ducts, which harbor oleoresins that play important roles in constitutive and inducible defenses. In a pilot study, we assessed the chemical diversity of oleoresins obtained from mature tissues of loblolly pine trees (Pinus taeda L.). Building on these data sets, we designed experiments to assess oleoresin biosynthesis in needles of 2-year-old saplings. Comparative transcriptome analyses of single cell types indicated that genes involved in the biosynthesis of oleoresins are significantly enriched in isolated epithelial cells of resin ducts, compared with those expressed in mesophyll cells. Simulations using newly developed genome-scale models of epithelial and mesophyll cells, which incorporate our data on oleoresin yield and composition as well as gene expression patterns, predicted that heterotrophic metabolism in epithelial cells involves enhanced levels of oxidative phosphorylation and fermentation (providing redox and energy equivalents). Furthermore, flux was predicted to be more evenly distributed across the metabolic network of mesophyll cells, which, in contrast to epithelial cells, do not synthesize high levels of specialized metabolites. Our findings provide novel insights into the remarkable specialization of metabolism in epithelial cells.
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- 2018
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14. Assessing Flux Distribution Associated with Metabolic Specialization of Glandular Trichomes
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B. Markus Lange and Jordan J. Zager
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0106 biological sciences ,0301 basic medicine ,chemistry.chemical_classification ,Flux distribution ,Anatomical structures ,Aromatic plants ,Trichomes ,Plant Science ,Plants ,Biology ,01 natural sciences ,Trichome ,Magnoliopsida ,03 medical and health sciences ,030104 developmental biology ,Enzyme ,chemistry ,Evolutionary biology ,Chemical diversity ,Specialization (functional) ,Gene ,010606 plant biology & botany - Abstract
Many aromatic plants accumulate mixtures of secondary (or specialized) metabolites in anatomical structures called glandular trichomes (GTs). Different GT types may also synthesize different mixtures of secreted metabolites, and this contributes to the enormous chemical diversity reported to occur across species. Over the past two decades, significant progress has been made in characterizing the genes and enzymes that are responsible for the unique metabolic capabilities of GTs in different lineages of flowering plants. Less is known about the processes that regulate flux distribution through precursor pathways toward metabolic end-products. We discuss here the results from a meta-analysis of genome-scale models that were developed to capture the unique metabolic capabilities of different GT types.
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- 2018
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15. Taxanes and taxoids of the genus Taxus – A comprehensive inventory of chemical diversity
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Caleb F. Conner and B. Markus Lange
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Taxane ,Paclitaxel ,biology ,Genus Taxus ,Antineoplastic Agents ,Plant Science ,General Medicine ,Horticulture ,biology.organism_classification ,Biochemistry ,Article ,Taxoid ,chemistry.chemical_compound ,Taxol biosynthesis ,chemistry ,Taxus ,Chemical diversity ,Taxoids ,Diterpenes ,Diterpene ,Molecular Biology - Abstract
The pseudoalkaloid diterpene Taxol® (paclitaxel) emerged as a best-selling anti-cancer drug in the mid-1990s. The compound attracted considerable interest because of its unique mechanism to stabilize microtubules, thus reducing dynamicity and ultimately promoting mitotic arrest. Taxol was originally isolated from members of the genus Taxus. Over the last 50 years, close to 600 metabolites with taxane scaffolds were isolated from various Taxus species and their structures reported. The present review article provides an overview of the known chemical diversity of taxanes, with an emphasis on the functionalization of diterpene scaffolds. The implications of the occurrence of chemically diverse taxane metabolites for unraveling Taxol biosynthesis and enabling pathway engineering are discussed as well.
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- 2021
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16. Integrating RNA-seq with functional expression to analyze the regulation and characterization of genes involved in monoterpenoid biosynthesis in Nepeta tenuifolia Briq [Plant Physiol. Biochem. 167 (October 2021) 31-41]
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Mengjiao Yin, Qian Wang, Guyin Lin, Mengru Sang, Qinan Wu, Shilin Dai, B. Markus Lange, Licheng Liu, Chanchan Liu, and Peina Zhou
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biology ,Biochemistry ,Physiology ,Functional expression ,Nepeta ,Genetics ,Monoterpenoid biosynthesis ,RNA-Seq ,Plant Science ,biology.organism_classification ,Gene - Published
- 2021
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17. Land use in mountain grasslands alters drought response and recovery of carbon allocation and plant-microbial interactions
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Roland Hasibeder, Stefan Karlowsky, Sandra Lavorel, Markus Lange, Angela Augusti, Michael Bahn, Gerd Gleixner, and Johannes Ingrisch
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0106 biological sciences ,carbohydrates ,Plant Science ,Biology ,complex mixtures ,01 natural sciences ,Grassland ,13 C pulse labelling ,resistance ,Plant–Soil (Below‐ground) Interactions ,Nutrient ,natural sciences ,Below-ground carbon allocation ,13C pulse labelling ,resilience ,Ecology, Evolution, Behavior and Systematics ,2. Zero hunger ,geography ,below‐ground carbon allocation ,Nitrate uptake ,geography.geographical_feature_category ,stress tolerance ,Ecology ,Land use ,land abandonment ,fungi ,food and beverages ,04 agricultural and veterinary sciences ,15. Life on land ,nitrogen uptake ,Microbial population biology ,Agronomy ,NLFA ,13. Climate action ,PLFA ,040103 agronomy & agriculture ,Hay ,0401 agriculture, forestry, and fisheries ,Carbohydrate storage ,Research Article ,010606 plant biology & botany ,Recovery phase - Abstract
Mountain grasslands have recently been exposed to substantial changes in land use and climate and in the near future will likely face an increased frequency of extreme droughts. To date, how the drought responses of carbon (C) allocation, a key process in the C cycle, are affected by land‐use changes in mountain grassland is not known.We performed an experimental summer drought on an abandoned grassland and a traditionally managed hay meadow and traced the fate of recent assimilates through the plant–soil continuum. We applied two 13 CO 2 pulses, at peak drought and in the recovery phase shortly after rewetting.Drought decreased total C uptake in both grassland types and led to a loss of above‐ground carbohydrate storage pools. The below‐ground C allocation to root sucrose was enhanced by drought, especially in the meadow, which also held larger root carbohydrate storage pools.The microbial community of the abandoned grassland comprised more saprotrophic fungal and Gram(+) bacterial markers compared to the meadow. Drought increased the newly introduced AM and saprotrophic (A+S) fungi:bacteria ratio in both grassland types. At peak drought, the 13C transfer into AM and saprotrophic fungi, and Gram(−) bacteria was more strongly reduced in the meadow than in the abandoned grassland, which contrasted the patterns of the root carbohydrate pools.In both grassland types, the C allocation largely recovered after rewetting. Slowest recovery was found for AM fungi and their 13C uptake. In contrast, all bacterial markers quickly recovered C uptake. In the meadow, where plant nitrate uptake was enhanced after drought, C uptake was even higher than in control plots. Synthesis. Our results suggest that resistance and resilience (i.e. recovery) of plant C dynamics and plant‐microbial interactions are negatively related, that is, high resistance is followed by slow recovery and vice versa. The abandoned grassland was more resistant to drought than the meadow and possibly had a stronger link to AM fungi that could have provided better access to water through the hyphal network. In contrast, meadow communities strongly reduced C allocation to storage and C transfer to the microbial community in the drought phase, but in the recovery phase invested C resources in the bacterial communities to gain more nutrients for regrowth. We conclude that the management of mountain grasslands increases their resilience to drought.
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- 2017
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18. Biosynthesis of Diterpenoids in Tripterygium Adventitious Root Cultures
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Justin T. Fischedick, Reuben J. Peters, Michael Hartmann, Fainmarinat S. Inabuy, Iris Lange, Narayanan Srividya, B. Markus Lange, Meimei Xu, and Amber N. Parrish
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0106 biological sciences ,0301 basic medicine ,Subfamily ,biology ,Physiology ,Tripterygium regelii ,Plant Science ,biology.organism_classification ,01 natural sciences ,Terpenoid ,Terpene ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,Biochemistry ,chemistry ,Botany ,Genetics ,Gene family ,Heterologous expression ,Diterpene ,010606 plant biology & botany ,Abietane - Abstract
Adventitious root cultures were developed from Tripterygium regelii, and growth conditions were optimized for the abundant production of diterpenoids, which can be collected directly from the medium. An analysis of publicly available transcriptome data sets collected with T. regelii roots and root cultures indicated the presence of a large gene family (with 20 members) for terpene synthases (TPSs). Nine candidate diterpene synthase genes were selected for follow-up functional evaluation, of which two belonged to the TPS-c, three to the TPS-e/f, and four to the TPS-b subfamilies. These genes were characterized by heterologous expression in a modular metabolic engineering system in Escherichia coli Members of the TPS-c subfamily were characterized as copalyl diphosphate (diterpene) synthases, and those belonging to the TPS-e/f subfamily catalyzed the formation of precursors of kaurane diterpenoids. The TPS-b subfamily encompassed genes coding for enzymes involved in abietane diterpenoid biosynthesis and others with activities as monoterpene synthases. The structural characterization of diterpenoids accumulating in the medium of T. regelii adventitious root cultures, facilitated by searching the Spektraris online spectral database, enabled us to formulate a biosynthetic pathway for the biosynthesis of triptolide, a diterpenoid with pharmaceutical potential. Considering the significant enrichment of diterpenoids in the culture medium, fast-growing adventitious root cultures may hold promise as a sustainable resource for the large-scale production of triptolide.
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- 2017
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19. Draft Genome Sequence of Mentha longifolia and Development of Resources for Mint Cultivar Improvement
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Sean R. Johnson, Rodney Croteau, B. Markus Lange, S Trapp, Kelly J. Vining, Iris Lange, Amber N. Parrish, Shannon C. K. Straub, Iovanna Pandelova, and Amirhossein Ahkami
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0106 biological sciences ,0301 basic medicine ,Plant Science ,01 natural sciences ,Genome ,03 medical and health sciences ,chemistry.chemical_compound ,Polyploid ,Molecular marker ,Botany ,Promoter Regions, Genetic ,Molecular Biology ,Gene ,Plant Diseases ,Whole genome sequencing ,Molecular breeding ,Base Sequence ,biology ,biology.organism_classification ,Plant Breeding ,030104 developmental biology ,chemistry ,Genetic marker ,Genome, Plant ,Mentha ,010606 plant biology & botany ,Mentha longifolia - Abstract
The genus Mentha encompasses mint species cultivated for their essential oils, which are formulated into a vast array of consumer products. Desirable oil characteristics and resistance to the fungal disease Verticillium wilt are top priorities for the mint industry. However, cultivated mints have complex polyploid genomes and are sterile. Breeding efforts, therefore, require the development of genomic resources for fertile mint species. Here, we present draft de novo genome and plastome assemblies for a wilt-resistant South African accession of Mentha longifolia (L.) Huds., a diploid species ancestral to cultivated peppermint and spearmint. The 353 Mb genome contains 35 597 predicted protein-coding genes, including 292 disease resistance gene homologs, and nine genes determining essential oil characteristics. A genetic linkage map ordered 1397 genome scaffolds on 12 pseudochromosomes. More than two million simple sequence repeats were identified, which will facilitate molecular marker development. The M. longifolia genome is a valuable resource for both metabolic engineering and molecular breeding. This is exemplified by employing the genome sequence to clone and functionally characterize the promoters in a peppermint cultivar, and demonstrating the utility of a glandular trichome-specific promoter to increase expression of a biosynthetic gene, thereby modulating essential oil composition.
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- 2017
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20. Assessing Chemical Diversity in Psilotum nudum (L.) Beauv., a Pantropical Whisk Fern That Has Lost Many of Its Fern-Like Characters
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Dunja Šamec, Verena Pierz, Narayanan Srividya, Matthias Wüst, and B. Markus Lange
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0106 biological sciences ,Psilotum nudum ,Plant Science ,lcsh:Plant culture ,Mass spectrometry ,01 natural sciences ,Metabolomics ,Botany ,lcsh:SB1-1110 ,Biology ,Original Research ,arylpyrone ,mass spectrometry ,chemistry.chemical_classification ,biology ,010401 analytical chemistry ,Glycoside ,Biflavonoid ,whisk fern ,biology.organism_classification ,biflavonoid ,metabolomics ,0104 chemical sciences ,Rhizome ,Psilotum ,nuclear magnetic resonance ,chemistry ,Fern ,010606 plant biology & botany - Abstract
Members of the Psilotales (whisk ferns) have a unique anatomy, with conducting tissues but lacking true leaves and roots. Based on recent phyogenies, these features appear to represent a reduction from a more typical modern fern plant rather than the persistence of ancestral features. In this study, extracts of several Psilotum organs and tissues were analyzed by Gas Chromatography - Mass Spectrometry (GC-MS) and High Performance Liquid Chromatography - Quadrupole Time of Flight - Mass Spectrometry (HPLC-QTOF-MS). Some arylpyrones and biflavonoids had previously been reported to occur in Psilotum and these metabolite classes were found to be prominent constituents in the present study. Some of these were enriched and further characterized by Nuclear Magnetic Resonance (NMR) spectroscopy. HPLC-QTOF-MS and NMR data were searched against an updated Spektraris database (expanded by incorporating over 300 new arylpyrone and biflavonoid spectral records) to aid significantly with peak annotation. Principal Component Analysis (PCA) with combined GC-MS and HPLC-QTOF-MS data sets obtained with several Psilotum organs and tissues indicated a clear separation of the sample types. The principal component scores for below-ground rhizome samples corresponded to the vectors for carbohydrate monomers and dimers and small organic acids. Above-ground rhizome samples had principal component scores closer to the direction of vectors for arylpyrone glycosides and sucrose (which had high concentrations in above-and below-ground rhizomes). The unique position of brown synangia in a PCA plot correlated with the vector for biflavonoid glycosides. Principal component scores for green and yellow synangia correlated with the direction of vectors for arylpyrone glycosides and biflavonoid aglycones. Localization studies with cross sections of above-ground rhizomes, using Matrix-Assisted Laser Desorption/Ionization - Mass Spectrometry (MALDI-MS), provided evidence for a preferential accumulation of arylpyrone glycosides and biflavonoid aglycones in cells of the chlorenchyma. Our results indicate a differential localization of metabolites with potentially tissue-specific functions in defenses against biotic and abiotic stresses. The data are also a foundation for follow-up work to better understand chemical diversity in the Psilotales and other members of the fern lineage.
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- 2019
21. Online resources for gene discovery and biochemical research with aromatic and medicinal plants
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Bernd Markus Lange
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0106 biological sciences ,0301 basic medicine ,business.industry ,Genomics ,Plant Science ,Computational biology ,Biology ,01 natural sciences ,Biotechnology ,03 medical and health sciences ,030104 developmental biology ,Data sequences ,Medicinal plants ,business ,Gene Discovery ,010606 plant biology & botany - Abstract
The elucidation of pathways leading to the signature metabolites accumulated in aromatic and medicinal plants has traditionally been fairly slow in comparison to progress made with much simpler microbes, where gene clustering for natural product biosynthesis is very common. However, recent advances in next-generation sequencing and innovative new approaches to gene discovery have narrowed this gap, and the elucidation of even complex plant pathways has now become significantly faster. A wealth of sequence data has been generated with aromatic and medicinal plants, and it has become increasingly difficult for researchers to stay abreast of new developments. In this review article, I will summarize the functionality of currently available genomics databases and will comment on future needs to maximize their utility.
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- 2016
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22. Ultrastructure of Grapefruit Secretory Cavities and Immunocytochemical Localization of (+)-Limonene Synthase
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Glenn W. Turner and B. Markus Lange
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Plastoglobule ,Monoterpene ,food and beverages ,Leucoplast ,Plant Science ,Biology ,law.invention ,Freeze substitution ,Biochemistry ,law ,Botany ,Extracellular ,Ultrastructure ,Secretion ,Ecology, Evolution, Behavior and Systematics ,Essential oil - Abstract
Premise of research. The genus Citrus includes species that are among the most important tree fruit crops. Although fruit juice is the primary product, monoterpenoid essential oil obtained from the peel is an important value-added commodity. Peel monoterpenes are synthesized by subepidermal secretory cavities that consist of glandular cells surrounding an extracellular oil storage space. Several previous studies have focused on early secretory cavity development, ending with the initiation of secretion. In order to better understand the process of monoterpene formation, transport, and storage, it is important to obtain detailed information concerning plant oil glands during all phases of development.Methodology. TEM was performed on secretory cavities isolated from the exocarp of grapefruit (Citrus × paradisi Macfad. ‘Duncan’) preserved by microwave-assisted fixation or high-pressure freezing and freeze substitution. Immunocytochemistry was employed to localize (+)-limonene synthase. Tomography was used t...
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- 2015
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23. NMR spectroscopic search module for Spektraris, an online resource for plant natural product identification – Taxane diterpenoids from Taxus×media cell suspension cultures as a case study
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Justin T. Fischedick, B. Markus Lange, Sean R. Johnson, Rodney Croteau, and Raymond E.B. Ketchum
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Bridged-Ring Compounds ,Stereochemistry ,Metabolite ,Plant Science ,Horticulture ,Biochemistry ,Article ,chemistry.chemical_compound ,Metabolomics ,Nuclear Magnetic Resonance, Biomolecular ,Molecular Biology ,Biological Products ,Natural product ,Taxane ,Molecular Structure ,biology ,Chemistry ,Taxus × media ,General Medicine ,Carbon-13 NMR ,biology.organism_classification ,Taxus ,Proton NMR ,Taxoids ,Diterpenes - Abstract
Development and testing of Spektraris-NMR an online spectral resource, is reported for the NMR-based structural identification of plant natural products (PNPs). Spektraris-NMRallows users to search with multiple spectra at once and returns a table with alist of hits arranged according to the goodness of fit between query data and database entries. For each hit, a link to a tabulated alignment of 1H-NMR and 13C-NMR spectroscopic peaks (query versus database entry) is provided. Furthermore, full spectroscopic records and experimental meta information about each database entry can be accessed online. To test the utility of Spektraris-NMR for PNP identification, the database was populated with NMR data (total of 466 spectra) for ∼250 taxanes, which are structurally complex diterpenoids (including the anticancer drug taxol) commonly found in the genus Taxus. NMR data generated used was then generated with metabolites purified from Taxus cell suspension cultures to search Spektraris-NMR, and were able to identify eight taxanes with high confidence. A ninth isolated metabolite could be assigned, based on spectral searches, to a taxane skeletal class, but no high confidence hit was produced. Using various spectroscopic methods, this metabolite was characterized as the taxane 2-deacetylbaccatin IV, a novel taxane. These results indicate that Spektraris-NMR is a valuable resource for rapid and reliable identification of known metabolites and has the potential to contribute to de-replication efforts in the search for novel PNPs.
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- 2015
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24. The Evolution of Plant Secretory Structures and Emergence of Terpenoid Chemical Diversity
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Bernd Markus Lange
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Physiology ,Metabolite ,ved/biology.organism_classification_rank.species ,Plant Science ,Biology ,chemistry.chemical_compound ,Terrestrial plant ,Botany ,Herbivory ,Molecular Biology ,Disease Resistance ,Plant Diseases ,Herbivore ,Terpenes ,ved/biology ,fungi ,food and beverages ,Trichomes ,Cell Biology ,Plants ,Vascular bundle ,Biological Evolution ,Terpenoid ,Trichome ,Cell biology ,chemistry ,Adaptation ,Plant Structures ,Function (biology) - Abstract
Secretory structures in terrestrial plants appear to have first emerged as intracellular oil bodies in liverworts. In vascular plants, internal secretory structures, such as resin ducts and laticifers, are usually found in conjunction with vascular bundles, whereas subepidermal secretory cavities and epidermal glandular trichomes generally have more complex tissue distribution patterns. The primary function of plant secretory structures is related to defense responses, both constitutive and induced, against herbivores and pathogens. The ability to sequester secondary (or specialized) metabolites and defense proteins in secretory structures was a critical adaptation that shaped plant-herbivore and plant-pathogen interactions. Although this review places particular emphasis on describing the evolution of pathways leading to terpenoids, it also assesses the emergence of other metabolite classes to outline the metabolic capabilities of different plant lineages.
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- 2015
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25. Patterns of Metabolite Changes Identified from Large-Scale Gene Perturbations in Arabidopsis Using a Genome-Scale Metabolic Network
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Basil J. Nikolau, Insuk Lee, Seung Y. Rhee, Eve Syrkin Wurtele, Oliver Fiehn, Ricardo Nilo-Poyanco, Kate Dreher, Lloyd W. Sumner, Taehyong Kim, Bernd Markus Lange, and Ruth Welti
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Genetics ,biology ,Physiology ,Metabolite ,Mutant ,Metabolic network ,Plant Science ,biology.organism_classification ,Isozyme ,chemistry.chemical_compound ,Metabolomics ,chemistry ,Arabidopsis ,Arabidopsis thaliana ,sense organs ,skin and connective tissue diseases ,Gene - Abstract
Metabolomics enables quantitative evaluation of metabolic changes caused by genetic or environmental perturbations. However, little is known about how perturbing a single gene changes the metabolic system as a whole and which network and functional properties are involved in this response. To answer this question, we investigated the metabolite profiles from 136 mutants with single gene perturbations of functionally diverse Arabidopsis (Arabidopsis thaliana) genes. Fewer than 10 metabolites were changed significantly relative to the wild type in most of the mutants, indicating that the metabolic network was robust to perturbations of single metabolic genes. These changed metabolites were closer to each other in a genome-scale metabolic network than expected by chance, supporting the notion that the genetic perturbations changed the network more locally than globally. Surprisingly, the changed metabolites were close to the perturbed reactions in only 30% of the mutants of the well-characterized genes. To determine the factors that contributed to the distance between the observed metabolic changes and the perturbation site in the network, we examined nine network and functional properties of the perturbed genes. Only the isozyme number affected the distance between the perturbed reactions and changed metabolites. This study revealed patterns of metabolic changes from large-scale gene perturbations and relationships between characteristics of the perturbed genes and metabolic changes.
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- 2015
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26. Connecting experimental biodiversity research to real-world grasslands
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Christiane Roscher, Markus Lange, Nina Hacker, Alexandra Weigelt, Yvonne Oelmann, Wolfgang Wilcke, Jens Schumacher, Markus Fischer, Nico Eisenhauer, Gerd Gleixner, Anne Ebeling, Tina Buchmann, Wolfgang W. Weisser, and Ernst Detlef Schulze
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0106 biological sciences ,Biomass (ecology) ,geography ,geography.geographical_feature_category ,010504 meteorology & atmospheric sciences ,Ecology ,Biodiversity ,Plant Science ,Biology ,580 Plants (Botany) ,010603 evolutionary biology ,01 natural sciences ,Grassland ,Spatial heterogeneity ,Forb ,Species evenness ,Ecosystem ,Species richness ,Ecology, Evolution, Behavior and Systematics ,0105 earth and related environmental sciences - Abstract
During the last decades, a number of biodiversity experiments have been established to study the effects of plant diversity on ecosystem functioning. This research has been accompanied by a controversial discussion how “diversity effects” in experimental communities are related to the role of biodiversity in “real-world” ecosystems. To explore potential relationships, we compared plant community characteristics of 12 semi-natural managed reference grasslands to selected 10-year old communities of a large grassland biodiversity experiment (Jena Experiment): two communities initially sown with 60 species (JE60), and two communities assembled naturally during succession from bare soil (JESuc). Compared to semi-natural grasslands (17.6 ± 5.6), JE60 had higher species richness (27.5 ± 0.8), while species richness in JESuc (15.2 ± 0.5) was not different on subplots of 0.64 m2 size. Evenness and spatial heterogeneity were similar among grassland types, but biomass proportions of legumes and forbs were higher in JE60, while JESuc and semi-natural grasslands were dominated by grasses. Structural equation modelling applied to identify the drivers of biomass production in mixtures of the Jena Experiment with similar species richness (sown with 8, 16, and 60 species) and reference grasslands, showed no direct relationships between observed species richness and biomass production. In contrast, functional characteristics related to nitrogen acquisition and use were the most important variables explaining community biomass production. These functional characteristics were either driven by management intensity (fertilisation) in the “real world” reference grasslands or established by sowing in the experimental grasslands. Our results imply that species functional characteristics are key for a better understanding of the mechanisms underlying community assembly and ecosystem functioning and that the drivers of ecosystem functioning are not fundamentally different between experimental and “real-world” grasslands. Thus, experimental studies with designed extinction scenarios may help to predict the consequences of species loss for ecosystem functioning in “real-world” ecosystems.
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- 2018
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27. Multiple Levels of Regulation Determine Monoterpenoid Essential Oil Compositional Variation in the Mint Family
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Bernd Markus Lange, Sean R. Johnson, Amirhossein Ahkami, and Narayanan Srividya
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business.industry ,food and beverages ,Plant Science ,Biology ,food.food ,law.invention ,Biotechnology ,food ,Polyploid ,Gene Expression Regulation, Plant ,law ,Botany ,Monoterpenes ,Oils, Volatile ,Mint family ,Compositional variation ,Cultivar ,business ,Molecular Biology ,Essential oil ,Mentha ,Clonal selection ,Aromatherapy ,Hybrid - Abstract
The genus Mentha has considerable economic importance as a source of essential oils for the flavor, fragrance, and aromatherapy industries (Lange and Ahkami, 2013). The history of commercial mint cultivars is complex and involves various polyploid hybrids. The most widely grown cultivars are essentially sterile, which has impeded the development of genetic resources. The work presented here aims to shed more light into the factors that determine oil composition, which is important for clonal selection strategies.
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- 2015
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28. Morphology of glandular trichomes of Japanese catnip (Schizonepeta tenuifolia Briquet) and developmental dynamics of their secretory activity
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Mingqiu Shan, Qinan Wu, Chanchan Liu, Amber N. Parrish, Narayanan Srividya, B. Markus Lange, and Wei Yue
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0106 biological sciences ,0301 basic medicine ,Morphology (linguistics) ,Chromatography, Gas ,Plant Science ,Cyclohexane Monoterpenes ,Horticulture ,Biology ,01 natural sciences ,Biochemistry ,law.invention ,03 medical and health sciences ,chemistry.chemical_compound ,Japan ,law ,Botany ,Cyclohexenes ,Oils, Volatile ,Schizonepeta tenuifolia ,Molecular Biology ,Essential oil ,Limonene ,Plants, Medicinal ,Terpenes ,Stereoisomerism ,General Medicine ,Trichomes ,Trichome ,Terpenoid ,Plant Leaves ,Menthol ,030104 developmental biology ,chemistry ,Plant morphology ,Germination ,Monoterpenes ,Nepeta ,Medicine, Traditional ,010606 plant biology & botany - Abstract
Schizonepeta tenuifolia Briquet, commonly known as Japanese catnip, is used for the treatment of colds, headaches, fevers, and skin rashes in traditional Asian medicine (China, Japan and Korea). The volatile oil and its constituents have various demonstrated biological activities, but there is currently limited information regarding the site of biosynthesis. Light microscopy and scanning electron microscopy indicated the presence of three distinct glandular trichome types which, based on their morphological features, are referred to as peltate, capitate and digitiform glandular trichomes. Laser scanning microscopy and 3D reconstruction demonstrated that terpenoid-producing peltate glandular trichomes contain a disk of twelve secretory cells. The oil of peltate glandular trichomes, collected by laser microdissection or using custom-made micropipettes, was demonstrated to contain (−)-pulegone, (+)-menthone and (+)-limonene as major constituents. Digitiform and capitate glandular trichomes did not contain appreciable levels of terpenoid volatiles. The yield of distilled oil from spikes was significantly (44%) higher than that from leaves, while the composition of oils was very similar. Oils collected directly from leaf peltate glandular trichomes over the course of a growing season contained primarily (−)-pulegone (>80% at 32 days after germination) in young plants, while (+)-menthone began to accumulate later (>75% at 80 days after germination), at the expense of (−)-pulegone (the levels of (+)-limonene remained fairly stable at 3–5%). The current study establishes the morphological and chemical characteristics of glandular trichome types of S. tenuifolia, and also provides the basis for unraveling the biosynthesis of essential oil in this popular medicinal plant.
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- 2017
29. Bioenergetics of Monoterpenoid Essential Oil Biosynthesis in Nonphotosynthetic Glandular Trichomes
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Narayanan Srividya, Sean R. Johnson, B. Markus Lange, and Iris Lange
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0301 basic medicine ,inorganic chemicals ,Models, Molecular ,Bioenergetics ,Physiology ,Plant Science ,Oxidative phosphorylation ,Biology ,Reductase ,environment and public health ,Oxidative Phosphorylation ,03 medical and health sciences ,Metabolomics ,food ,Adenosine Triphosphate ,Genetics ,Mint family ,Oils, Volatile ,Computer Simulation ,Amino Acid Sequence ,Ferredoxin ,fungi ,Mentha piperita ,Metabolism ,Trichomes ,Articles ,Trichome ,food.food ,Carbon ,Biosynthetic Pathways ,Plant Leaves ,enzymes and coenzymes (carbohydrates) ,030104 developmental biology ,Biochemistry ,Monoterpenes ,bacteria ,Ferredoxins ,Energy Metabolism ,Sequence Alignment - Abstract
The commercially important essential oils of peppermint (Mentha × piperita) and its relatives in the mint family (Lamiaceae) are accumulated in specialized anatomical structures called glandular trichomes (GTs). A genome-scale stoichiometric model of secretory phase metabolism in peppermint GTs was constructed based on current biochemical and physiological knowledge. Fluxes through the network were predicted based on metabolomic and transcriptomic data. Using simulated reaction deletions, this model predicted that two processes, the regeneration of ATP and ferredoxin (in its reduced form), exert substantial control over flux toward monoterpenes. Follow-up biochemical assays with isolated GTs indicated that oxidative phosphorylation and ethanolic fermentation were active and that cooperation to provide ATP depended on the concentration of the carbon source. We also report that GTs with high flux toward monoterpenes express, at very high levels, genes coding for a unique pair of ferredoxin and ferredoxin-NADP+ reductase isoforms. This study provides, to our knowledge, the first evidence of how bioenergetic processes determine flux through monoterpene biosynthesis in GTs.
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- 2017
30. Metabolic shifts associated with drought-induced senescence in Brachypodium
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Thomas W. Wietsma, Tanya E. Winkler, B. Markus Lange, Christer Jansson, Nate G. McDowell, Amir H. Ahkami, Wenzhi Wang, and Iris Lange
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Chlorophyll ,Senescence ,Drought tolerance ,Plant Science ,chemistry.chemical_compound ,Phytol ,Stress, Physiological ,Botany ,Genetics ,Biomass ,biology ,Abiotic stress ,fungi ,Water ,food and beverages ,General Medicine ,biology.organism_classification ,Droughts ,Plant Leaves ,chemistry ,Brachypodium ,Malic acid ,Brachypodium distachyon ,Agronomy and Crop Science - Abstract
The metabolic underpinnings of plant survival under severe drought-induced senescence conditions are poorly understood. In this study, we assessed the morphological, physiological and metabolic responses to sustained water deficit in Brachypodium distachyon, a model organism for research on temperate grasses. Relative to control plants, fresh biomass, leaf water potential, and chlorophyll levels decreased rapidly in plants grown under drought conditions, demonstrating an early onset of senescence. The leaf C/N ratio and protein content showed an increase in plants subjected to drought stress. The concentrations of several small molecule carbohydrates and amino acid-derived metabolites previously implicated in osmotic protection increased rapidly in plants experiencing water deficit. Malic acid, a low molecular weight organic acid with demonstrated roles in stomatal closure, also increased rapidly as a response to drought treatment. The concentrations of prenyl lipids, such as phytol and α-tocopherol, increased early during the drought treatment but then dropped dramatically. Surprisingly, continued changes in the quantities of metabolites were observed, even in samples harvested from visibly senesced plants. The data presented here provide insights into the processes underlying persistent metabolic activity during sustained water deficit and can aid in identifying mechanisms of drought tolerance in plants.
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- 2019
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31. Integrative approaches for the identification and localization of specialized metabolites in Tripterygium roots
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Brenton C. Poirier, Narayanan Srividya, Justin T. Fischedick, Dunja Šamec, B. Markus Lange, and Malte F. Lange
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0301 basic medicine ,Cell type ,Databases, Factual ,Tripterygium ,Physiology ,Metabolite ,Plant Science ,Sesquiterpene ,Plant Roots ,Cell wall ,03 medical and health sciences ,chemistry.chemical_compound ,Alkaloids ,Triterpenoid ,Plant Cells ,Botany ,Image Processing, Computer-Assisted ,Genetics ,Metabolomics ,biology ,Plant Extracts ,accurate mass-time tag ,mass spectrometry imaging ,nuclear ma gnetic resonance ,spectroscopy ,Spektraris database ,Articles ,biology.organism_classification ,Rapid identification ,030104 developmental biology ,chemistry ,Biochemistry ,Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization ,Identification (biology) ,Sesquiterpenes - Abstract
Members of the genus Tripterygium are known to contain an astonishing diversity of specialized metabolites. The lack of authentic standards has been an impediment to the rapid identification of such metabolites in extracts. We employed an approach that involves the searching of multiple, complementary chromatographic and spectroscopic data sets against the Spektraris database to speed up the metabolite identification process. Mass spectrometry-based imaging indicated a differential localization of triterpenoids to the periderm and sesquiterpene alkaloids to the cortex layer of Tripterygium roots. We further provide evidence that triterpenoids are accumulated to high levels in cells that contain suberized cell walls, which might indicate a mechanism for storage. To our knowledge, our data provide first insights into the cell type specificity of metabolite accumulation in Tripterygium and set the stage for furthering our understanding of the biological implications of specialized metabolites in this genus.
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- 2017
32. Metabolic engineering of plant monoterpenes, sesquiterpenes and diterpenes-current status and future opportunities
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B. Markus Lange and Amirhossein Ahkami
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Paclitaxel ,Plant Science ,Biology ,Metabolic engineering ,chemistry.chemical_compound ,Genetic resources ,Botany ,Oils, Volatile ,Herbivory ,Volatile Organic Compounds ,Natural product ,business.industry ,fungi ,food and beverages ,Plants ,Artemisinins ,Terpenoid ,Biosynthetic Pathways ,Biotechnology ,Metabolic Engineering ,chemistry ,Odorants ,Monoterpenes ,Diterpenes ,business ,Sesquiterpenes ,Agronomy and Crop Science - Abstract
Terpenoids (a.k.a. isoprenoids) represent the most diverse class of natural products found in plants, with tens of thousands of reported structures. Plant-derived terpenoids have a multitude of pharmaceutical and industrial applications, but the natural resources for their extraction are often limited and, in many cases, synthetic routes are not commercially viable. Some of the most valuable terpenoids are not accumulated in model plants or crops, and genetic resources for breeding of terpenoid natural product traits are thus poorly developed. At present, metabolic engineering, either in the native producer or a heterologous host, is the only realistic alternative to improve yield and accessibility. In this review article, we will evaluate the state of the art of modulating the biosynthetic pathways for the production of mono-, sesqui- and diterpenes in plants.
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- 2012
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33. Terpenoid biosynthesis in trichomes-current status and future opportunities
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Glenn W. Turner and B. Markus Lange
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Terpenoid biosynthesis ,Plant Extracts ,Terpenes ,fungi ,Anatomical structures ,Plant Science ,Biology ,Trichome ,Terpenoid ,Phylogenetic distribution ,Plant Epidermis ,Metabolic engineering ,Biochemistry ,Plant Cells ,Botany ,Oils, Volatile ,Agronomy and Crop Science ,Biotechnology - Abstract
Summary Glandular trichomes are anatomical structures specialized for the synthesis of secreted natural products. In this review we focus on the description of glands that accumulate terpenoid essential oils and oleoresins. We also provide an in-depth account of the current knowledge about the biosynthesis of terpenoids and secretion mechanisms in the highly specialized secretory cells of glandular trichomes, and highlight the implications for metabolic engineering efforts. Phylogenetic distribution of glandular trichomes
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- 2012
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34. Cell Type-Specific Transcriptome Analysis of the Soybean Leaf Paraveinal Mesophyll Layer
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Siau Sie Voo, Howard D. Grimes, and Bernd Markus Lange
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Microarray analysis techniques ,Cell ,Plant Science ,Biology ,Proteomics ,Transcriptome ,medicine.anatomical_structure ,Photoassimilate ,Biochemistry ,parasitic diseases ,Gene expression ,medicine ,Molecular Biology ,Gene ,Laser capture microdissection - Abstract
The paraveinal mesophyll (PVM) layer of soybean leaves, which contains cells with various unique ultrastructural properties, has been studied for decades, and several hypotheses regarding its functional role have been developed. Here, we describe a method for obtaining PVM cells using laser capture microdissection and pressure catapulting, subsequent isolation of RNA from these cells, and downstream microarray analysis. A cell type-specific transcriptome analysis was used to compare the gene expression patterns in PVM cells with those of a mesophyll cell type (palisade parenchyma) as a reference. Transcripts related to vegetative storage protein (Vsp) and certain vegetative lipoxygenase (Vlx) isoforms were significantly enriched in PVM cells, which is in accordance with prior work that demonstrated an accumulation of the corresponding proteins. Potential roles of Vsp and Vlx in phosphate mobilization and defense responses, respectively, are discussed. In addition, we found an enrichment of several transport-related genes in PVM cells. Building on our transcriptome data, we provide a fresh discussion of the hypothesis that the PVM plays a role in photoassimilate mobilization and translocation.
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- 2012
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35. Assessing the Biosynthetic Capabilities of Secretory Glands in Citrus Peel
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B. Markus Lange, Siau Sie Voo, and Howard D. Grimes
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Transcription, Genetic ,Physiology ,Biochemical Processes and Macromolecular Structures ,Laser Capture Microdissection ,Plant Science ,Biology ,Genes, Plant ,law.invention ,Citrus paradisi ,Gene Expression Regulation, Plant ,law ,Plant Cells ,Parenchyma ,Gene expression ,Oils, Volatile ,Genetics ,Plant Oils ,Gene ,Secretory pathway ,Essential oil ,Oligonucleotide Array Sequence Analysis ,Laser capture microdissection ,Regulation of gene expression ,Secretory Pathway ,Terpenes ,food and beverages ,Biochemistry ,RNA, Plant ,Fruit - Abstract
Epithelial cells (ECs) lining the secretory cavities of Citrus peel have been hypothesized to be responsible for the synthesis of essential oil, but direct evidence for such a role is currently sparse. We used laser-capture microdissection and pressure catapulting to isolate ECs and parenchyma cells (as controls not synthesizing oil) from the peel of young grapefruit (Citrus × paradisi ‘Duncan’), isolated RNA, and evaluated transcript patterns based on oligonucleotide microarrays. A Gene Ontology analysis of these data sets indicated an enrichment of genes involved in the biosynthesis of volatile terpenoids and nonvolatile phenylpropanoids in ECs (when compared with parenchyma cells), thus indicating a significant metabolic specialization in this cell type. The gene expression patterns in ECs were consistent with the accumulation of the major essential oil constituents (monoterpenes, prenylated coumarins, and polymethoxylated flavonoids). Morphometric analyses demonstrated that secretory cavities are formed early during fruit development, whereas the expansion of cavities, and thus oil accumulation, correlates with later stages of fruit expansion. Our studies have laid the methodological and experimental groundwork for a vastly improved knowledge of the as yet poorly understood processes controlling essential oil biosynthesis in Citrus peel.
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- 2012
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36. Experimental sink removal induces stress responses, including shifts in amino acid and phenylpropanoid metabolism, in soybean leaves
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Siau Sie Voo, Glenn W. Turner, Howard D. Grimes, B. Markus Lange, Matthew L. Settles, and Daniel J. Cuthbertson
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Crops, Agricultural ,Carbon Sequestration ,Propanols ,Flavonoid ,Plant Science ,Biology ,Genes, Plant ,Article ,Sink (geography) ,Flavonols ,Plant Growth Regulators ,Gene Expression Regulation, Plant ,Stress, Physiological ,Gene expression ,Genetics ,Storage protein ,Amino Acids ,gamma-Aminobutyric Acid ,Oligonucleotide Array Sequence Analysis ,chemistry.chemical_classification ,Abiotic component ,Proteinogenic amino acid ,geography ,geography.geographical_feature_category ,Gene Expression Profiling ,food and beverages ,Adaptation, Physiological ,Up-Regulation ,Amino acid ,Plant Leaves ,chemistry ,Biochemistry ,Soybeans - Abstract
The repeated removal of flower, fruit, or vegetative buds is a common treatment to simulate sink limitation. These experiments usually lead to the accumulation of specific proteins, which are degraded during later stages of seed development, and have thus been designated as vegetative storage proteins. We used oligonucleotide microarrays to assess global effects of sink removal on gene expression patterns in soybean leaves and found an induction of the transcript levels of hundreds of genes with putative roles in the responses to biotic and abiotic stresses. In addition, these data sets indicated potential changes in amino acid and phenylpropanoid metabolism. As a response to sink removal we detected an induced accumulation of γ-aminobutyric acid, while proteinogenic amino acid levels decreased. We also observed a shift in phenylpropanoid metabolism with an increase in isoflavone levels, concomitant with a decrease in flavones and flavonols. Taken together, we provide evidence that sink removal leads to an up-regulation of stress responses in distant leaves, which needs to be considered as an unintended consequence of this experimental treatment.
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- 2011
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37. Functional composition has stronger impact than species richness on carbon gain and allocation in experimental grasslands
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Markus Lange, Damien Landais, Tanja Strecker, Arthur Gessler, Stefan Karlowsky, Olivier Ravel, Annette Jesch, Perla Griselle Mellado-Vázquez, Nina Buchmann, Christiane Roscher, Dörte Bachmann, Alexandru Milcu, Jacques Roy, Gerd Gleixner, Centre d’Ecologie Fonctionnelle et Evolutive (CEFE), Université Paul-Valéry - Montpellier 3 (UPVM)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École Pratique des Hautes Études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Écotron Européen de Montpellier, Centre National de la Recherche Scientifique (CNRS), Inst Landscape Biogeochem, Leibniz-Zentrum für Agrarlandschaftsforschung = Leibniz Centre for Agricultural Landscape Research (ZALF), Institute of Agricultural Sciences [Zürich], Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich), Max Planck Institute for Biogeochemistry (MPI-BGC), Max-Planck-Gesellschaft, Université Paul-Valéry - Montpellier 3 (UM3)-Institut National de la Recherche Agronomique (INRA)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-École pratique des hautes études (EPHE)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), Écotron Européen de Montpellier - UPS 3248, Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology in Zürich [Zürich] (ETH Zürich), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre international d'études supérieures en sciences agronomiques (Montpellier SupAgro)-Institut National de la Recherche Agronomique (INRA)-Université Paul-Valéry - Montpellier 3 (UPVM)-Institut national d’études supérieures agronomiques de Montpellier (Montpellier SupAgro), and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut de Recherche pour le Développement (IRD [France-Sud])
- Subjects
0106 biological sciences ,Canopy ,Leaves ,Sucrose ,Biodiversity ,Plant Science ,Disaccharides ,Biochemistry ,01 natural sciences ,Starches ,Grassland ,Soil ,chemistry.chemical_compound ,Biomass ,Photosynthesis ,ComputingMilieux_MISCELLANEOUS ,Carbon Isotopes ,0303 health sciences ,Biomass (ecology) ,Multidisciplinary ,geography.geographical_feature_category ,Ecology ,Organic Compounds ,Plant Biochemistry ,Plant Anatomy ,food and beverages ,Chemistry ,Physical Sciences ,Shoot ,[SDE]Environmental Sciences ,Medicine ,Research Article ,Stomatal conductance ,Ecological Metrics ,Nitrogen ,Science ,Carbohydrates ,Biology ,Poaceae ,complex mixtures ,010603 evolutionary biology ,Species diversity ,03 medical and health sciences ,Nitrogen cycle ,030304 developmental biology ,geography ,Ecology and Environmental Sciences ,Organic Chemistry ,Chemical Compounds ,Biology and Life Sciences ,Species Diversity ,15. Life on land ,Plant Leaves ,chemistry ,Agronomy ,Species richness ,[SDE.BE]Environmental Sciences/Biodiversity and Ecology ,Sugars ,010606 plant biology & botany - Abstract
Numerous experiments have shown positive diversity effects on plant productivity, but little is known about related processes of carbon gain and allocation. We investigated these processes in a controlled environment (Montpellier European Ecotron) applying a continuous 13CO2 label for three weeks to 12 soil-vegetation monoliths originating from a grassland biodiversity experiment (Jena Experiment) and representing two diversity levels (4 and 16 sown species). Plant species richness did not affect community- and species-level 13C abundances neither in total biomass nor in non-structural carbohydrates (NSC). Community-level 13C excess tended to be higher in the 16-species than in the 4-species mixtures. Community-level 13C excess was positively related to canopy leaf nitrogen (N), i.e. leaf N per unit soil surface. At the species level shoot 13C abundances varied among plant functional groups and were larger in legumes and tall herbs than in grasses and small herbs and correlated positively with traits as leaf N concentrations, stomatal conductance and shoot height. The 13C abundances in NSC were larger in transport sugars (sucrose, raffinose-family oligosaccharides) than in free glucose, fructose and compounds of the storage pool (starch) suggesting that newly assimilated carbon is to a small portion allocated to storage. Our results emphasize that the functional composition of communities is key in explaining carbon assimilation in grasslands.
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- 2019
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38. PlantMetabolomics.org: A Web Portal for Plant Metabolomics Experiments
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Seung Y. Rhee, Ruth Welti, Oliver Fiehn, Lloyd W. Sumner, B. Markus Lange, Thomas C. Walk, Vladimir Shulaev, Kun He, Eve Syrkin Wurtele, Julie A. Dickerson, Kate Dreher, Philip M. Dixon, Ricardo Leitao, Mary R. Roth, Lenore Barkan, Gert Wohlgemuth, Stephanie Michelle Moon, Basil J. Nikolau, Preeti Bais, and Yves Sucaet
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Internet ,Bioinformatics ,Physiology ,business.industry ,Arabidopsis ,Plant Science ,Computational biology ,Biology ,Visualization ,Metabolomics data ,Public access ,Metadata ,Annotation ,Metabolomics ,Genetics ,The Internet ,business ,Functional genomics - Abstract
PlantMetabolomics.org (PM) is a web portal and database for exploring, visualizing, and downloading plant metabolomics data. Widespread public access to well-annotated metabolomics datasets is essential for establishing metabolomics as a functional genomics tool. PM integrates metabolomics data generated from different analytical platforms from multiple laboratories along with the key visualization tools such as ratio and error plots. Visualization tools can quickly show how one condition compares to another and which analytical platforms show the largest changes. The database tries to capture a complete annotation of the experiment metadata along with the metabolite abundance databased on the evolving Metabolomics Standards Initiative. PM can be used as a platform for deriving hypotheses by enabling metabolomic comparisons between genetically unique Arabidopsis (Arabidopsis thaliana) populations subjected to different environmental conditions. Each metabolite is linked to relevant experimental data and information from various annotation databases. The portal also provides detailed protocols and tutorials on conducting plant metabolomics experiments to promote metabolomics in the community. PM currently houses Arabidopsis metabolomics data generated by a consortium of laboratories utilizing metabolomics to help elucidate the functions of uncharacterized genes. PM is publicly available at http://www.plantmetabolomics.org.
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- 2010
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39. Abscisic acid-induced modulation of metabolic and redox control pathways in Arabidopsis thaliana
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B. Markus Lange, Iris Lange, Wenqiong Chen, Hur-Song Chang, Majid Ghassemian, Xun Wang, Tong Zhu, and Jason Lutes
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Alternative oxidase ,Arabidopsis ,Respiratory chain ,Ascorbic Acid ,Plant Science ,Horticulture ,Biology ,Biochemistry ,chemistry.chemical_compound ,Oxygen Consumption ,Plant Growth Regulators ,Biosynthesis ,Gene Expression Regulation, Plant ,Molecular Biology ,Abscisic acid ,Regulation of gene expression ,chemistry.chemical_classification ,Arabidopsis Proteins ,food and beverages ,General Medicine ,Ascorbic acid ,Amino acid ,Metabolic pathway ,chemistry ,Oxidation-Reduction ,Abscisic Acid - Abstract
Abscisic acid (ABA) has been implicated as a mediator in plant responses to various environmental stresses. To evaluate the transcriptional and metabolic events downstream of ABA perception, Arabidopsis thaliana seedlings were analyzed by transcript and metabolite profiling, and results were integrated, using the recently developed BioPathAt tool, in the context of the biochemical pathways affected by this treatment. Besides the up-regulation of pathways related to the biosynthesis of compatible solutes (raffinose family oligosaccharides and certain amino acids) as a response to ABA treatment, we also observed a down-regulation of numerous genes putatively localized to and possibly involved in the reorganization of cell walls, an association that had not been recognized previously. Metabolite profiling indicated that specific antioxidants, particularly alpha-tocopherol and L-ascorbic acid, were accumulated at higher levels in ABA-treated seedlings compared to appropriate controls. The transcription of genes involved in alpha-tocopherol biosynthesis were coordinately up-regulated and appeared to be integrated into a network of reactions controlling the levels of reactive oxygen species. Based upon the observed gene expression patterns, these redox control mechanisms might involve an ABA-mediated transition of mitochondrial respiration to the alternative, non-phosphorylating respiratory chain mode. The presented data herein provide indirect evidence for crosstalk between metabolic pathways and pathways regulating redox homeostasis as a response to ABA treatment, and allowed us to identify candidate genes for follow-up studies to dissect this interaction at the biochemical and molecular level. Our results also indicate an intricate relationship, at the transcriptional and possibly post-transcriptional levels, between ABA biosynthesis, the xanthophyll cycle, and ascorbic acid recycling.
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- 2008
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40. Metabolite profiling of Calvin cycle intermediates by HPLC-MS using mixed-mode stationary phases
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B. Markus Lange, David Kramer, Matthias Wüst, Jeffrey A. Cruz, and Caroline Emery
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Analyte ,Ion suppression in liquid chromatography–mass spectrometry ,Plant Science ,Biology ,Mass spectrometry ,Sensitivity and Specificity ,High-performance liquid chromatography ,chemistry.chemical_compound ,Tandem Mass Spectrometry ,Tobacco ,Genetics ,Ammonium formate ,Photosynthesis ,Chromatography, High Pressure Liquid ,chemistry.chemical_classification ,Sugar phosphates ,Chromatography ,Selected reaction monitoring ,Reproducibility of Results ,Cell Biology ,Plants, Genetically Modified ,Standard curve ,chemistry ,Biochemistry ,Calibration ,Sugar Phosphates - Abstract
SUMMARY A sensitive and robust mixed-mode high performance liquid chromatography-tandem mass spectrometry method was developed for the qualitative and quantitative determination of sugar phosphates, which are notoriously difficult to separate using reversed-phase materials. Sugar phosphates were separated on a Primesep SB column by gradient elution using aqueous ammonium formate and acetonitrile as mobile phases. Target analytes were identified by their precursor/product ions and retention times. Quantitative analysis was performed in negative ionization/multiple reaction monitoring mode with five different time segments. The method was validated by spiking authentic sugar phosphate standards into complex plant tissue extracts. Standard curves of neat authentic standards and spiked extracts were generated for concentrations in the low picomole to nanomole range, with correlation coefficients of R(2) > 0.991, and the degree of ion suppression in the presence of a plant matrix was calculated for each analyte. Analyte recoveries, which were determined by including known quantities of authentic standards in the sugar phosphate extraction protocol, ranged from 40.0% to 57.4%. The analytical reproducibility was assessed by determining the coefficient of variance based on repeated extractions/measurements (
- Published
- 2008
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41. Misexpression of the Niemann-Pick disease type C1 (NPC1)-like protein in Arabidopsis causes sphingolipid accumulation and reproductive defects
- Author
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Maximilian J. Feldman, B. Markus Lange, and Brenton C. Poirier
- Subjects
Mutant ,Population ,Molecular Sequence Data ,Arabidopsis ,Plant Science ,Genes, Plant ,Homology (biology) ,Niemann-Pick C1 Protein ,Genetics ,Amino Acid Sequence ,education ,Gene ,education.field_of_study ,Sphingolipids ,Membrane Glycoproteins ,biology ,Sequence Homology, Amino Acid ,Fatty Acids ,Intracellular Signaling Peptides and Proteins ,biology.organism_classification ,Sphingolipid ,Sterol ,Cell biology ,Sterols ,Biochemistry ,NPC1 ,Carrier Proteins - Abstract
Misexpression of the AtNPC1 - 1 and AtNPC1 - 2 genes leads to altered sphingolipid metabolism, growth impairment, and male reproductive defects in a hemizygous Arabidopsis thaliana (L.) double-mutant population. Abolishing the expression of both gene copies has lethal effects. Niemann-Pick disease type C1 is a lysosomal storage disorder caused by mutations in the NPC1 gene. At the cellular level, the disorder is characterized by the accumulation of storage lipids and lipid trafficking defects. The Arabidopsis thaliana genome contains two genes (At1g42470 and At4g38350) with weak homology to mammalian NPC1. The corresponding proteins have 11 predicted membrane-spanning regions and contain a putative sterol-sensing domain. The At1g42470 protein is localized to the plasma membrane, while At4g38350 protein has a dual localization in the plasma and tonoplast membranes. A phenotypic analysis of T-DNA insertion mutants indicated that At1g42470 and At4g38350 (designated AtNPC1-1 and AtNPC1-2, respectively) have partially redundant functions and are essential for plant reproductive viability and development. Homozygous plants impaired in the expression of both genes were not recoverable. Plants of a hemizygous AtNPC1-1/atnpc1-1/atnpc1-2/atnpc1-2 population were severely dwarfed and exhibited male gametophytic defects. These gene disruptions did not have an effect on sterol concentrations; however, hemizygous AtNPC1-1/atnpc1-1/atnpc1-2/atnpc1-2 mutants had increased fatty acid amounts. Among these, fatty acid α-hydroxytetracosanoic acid (h24:0) occurs in plant sphingolipids. Follow-up analyses confirmed the accumulation of significantly increased levels of sphingolipids (assayed as hydrolyzed sphingoid base component) in the hemizygous double-mutant population. Certain effects of NPC1 misexpression may be common across divergent lineages of eukaryotes (sphingolipid accumulation), while other defects (sterol accumulation) may occur only in certain groups of eukaryotic organisms.
- Published
- 2015
42. [Untitled]
- Author
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B. Markus Lange and Majid Ghassemian
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biology ,organic chemicals ,Plant Science ,General Medicine ,biology.organism_classification ,Homology (biology) ,Metabolic pathway ,Biochemistry ,Arabidopsis ,Genetics ,Plant defense against herbivory ,Gene family ,Arabidopsis thaliana ,lipids (amino acids, peptides, and proteins) ,Sequence motif ,Agronomy and Crop Science ,Gene - Abstract
The isoprenoid biosynthetic pathway provides intermediates for the synthesis of a multitude of natural products which serve numerous biochemical functions in plants: sterols (isoprenoids with a C30 backbone) are essential components of membranes; carotenoids (C40) and chlorophylls (which contain a C20 isoprenoid side-chain) act as photosynthetic pigments; plastoquinone, phylloquinone and ubiquinone (all of which contain long isoprenoid side-chains) participate in electron transport chains; gibberellins (C20), brassinosteroids (C30) and abscisic acid (C15) are phytohormones derived from isoprenoid intermediates; prenylation of proteins (with C15 or C20 isoprenoid moieties) may mediate subcellular targeting and regulation of activity; and several monoterpenes (C10), sesquiterpenes (C15) and diterpenes (C20) have been demonstrated to be involved in plant defense. Here we present a comprehensive analysis of genes coding for enzymes involved in the metabolism of isoprenoid-derived compounds in Arabidopsis thaliana. By combining homology and sequence motif searches with knowledge regarding the phylogenetic distribution of pathways of isoprenoid metabolism across species, candidate genes for these pathways in A. thaliana were obtained. A detailed analysis of the vicinity of chromosome loci for genes of isoprenoid metabolism in A. thaliana provided evidence for the clustering of genes involved in common pathways. Multiple sequence alignments were used to estimate the number of genes in gene families and sequence relationship trees were utilized to classify their individual members. The integration of all these datasets allows the generation of a knowledge-based metabolic map of isoprenoid metabolic pathways in A. thaliana and provides a substantial improvement of the currently available gene annotation.
- Published
- 2003
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43. Isoprenoid Biosynthesis. Metabolite Profiling of Peppermint Oil Gland Secretory Cells and Application to Herbicide Target Analysis
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B. Markus Lange, Raymond E.B. Ketchum, and Rodney Croteau
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Physiology ,Chemistry ,Stereochemistry ,Metabolite ,Plant Science ,Metabolic intermediate ,Terpenoid ,Fosmidomycin ,chemistry.chemical_compound ,Metabolic pathway ,Biosynthesis ,Biochemistry ,Genetics ,medicine ,Mevalonate pathway ,Secondary metabolism ,medicine.drug - Abstract
Two independent pathways operate in plants for the synthesis of isopentenyl diphosphate and dimethylallyl diphosphate, the central intermediates in the biosynthesis of all isoprenoids. The mevalonate pathway is present in the cytosol, whereas the recently discovered mevalonate-independent pathway is localized to plastids. We have used isolated peppermint (Mentha piperita) oil gland secretory cells as an experimental model system to study the effects of the herbicides fosmidomycin, phosphonothrixin, methyl viologen, benzyl viologen, clomazone, 2-(dimethylamino)ethyl diphosphate, alendronate, and pamidronate on the pools of metabolites related to monoterpene biosynthesis via the mevalonate-independent pathway. A newly developed isolation protocol for polar metabolites together with an improved separation and detection method based on liquid chromatography-mass spectrometry have allowed assessment of the enzyme targets for a number of these herbicides.
- Published
- 2001
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44. Biosynthesis of sesquiterpenes in grape berry exocarp of Vitis vinifera L.: evidence for a transport of farnesyl diphosphate precursors from plastids to the cytosol
- Author
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Bianca May, B. Markus Lange, and Matthias Wüst
- Subjects
Mevalonic Acid ,Plant Science ,Mevalonic acid ,Horticulture ,Sesquiterpene ,Biochemistry ,Article ,chemistry.chemical_compound ,Cytosol ,Biosynthesis ,Polyisoprenyl Phosphates ,Plant Cells ,Vitis ,Plastids ,Rotundone ,Molecular Biology ,chemistry.chemical_classification ,Xylulose ,Pentosephosphates ,ATP synthase ,biology ,food and beverages ,Biological Transport ,General Medicine ,Terpenoid ,Erythritol ,chemistry ,Fruit ,biology.protein ,Sugar Phosphates ,Sesquiterpenes ,Lactone - Abstract
The participation of the mevalonic acid (MVA) and 1-deoxy- d -xylulose 5-phosphate/2-C-methyl- d -erythritol-4-phosphate (DOXP/MEP) pathways in sesquiterpene biosynthesis of grape berries was investigated. There is an increasing interest in this class of terpenoids, since the oxygenated sesquiterpene rotundone was identified as the peppery aroma impact compound in Australian Shiraz wines. To investigate precursor supply pathway utilization, in vivo feeding experiments were performed with the deuterium labeled, pathway specific, precursors [5,5-2H2]-1-deoxy- d -xylulose and [5,5-2H2]-mevalonic acid lactone. Head Space-Solid Phase Micro Extraction-Gas Chromatography-Mass Spectrometry (HS-SPME-GC–MS) analysis of the generated volatile metabolites demonstrated that de novo sesquiterpene biosynthesis is mainly located in the grape berry exocarp (skin), with no detectable activity in the mesocarp (flesh) of the Lemberger variety. Interestingly, precursors from both the (primarily) cytosolic MVA and plastidial DOXP/MEP pathways were incorporated into grape sesquiterpenes in the varieties Lemberger, Gewurztraminer and Syrah. Our labeling data provide evidence for a homogenous, cytosolic pool of precursors for sesquiterpene biosynthesis, indicating that a transport of precursors occurs mostly from plastids to the cytosol. The labeling patterns of the sesquiterpene germacrene D were in agreement with a cyclization mechanism analogous to that of a previously cloned enantioselective (R)-germacrene D synthase from Solidago canadensis. This observation was subsequently confirmed by enantioselective GC–MS analysis demonstrating the exclusive presence of (R)-germacrene D, and not the (S)-enantiomer, in grape berries.
- Published
- 2013
45. Accurate mass - time tag library for LC/MS-based metabolite profiling of medicinal plants
- Author
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Joaquim V. Marques, Toni M. Kutchan, Rodney Croteau, Laurence B. Davin, B. Markus Lange, Norman G. Lewis, Julia Kappel, Matthias Wüst, Daniel J. Cuthbertson, Djaja D. Soejarto, Raymond E.B. Ketchum, Jasenka Piljac-Žegarac, Sean R. Johnson, Sarah Schäfer, and Megan Rolf
- Subjects
Electrospray ,Biological Products ,Chromatography ,Plants, Medicinal ,Time Factors ,Molecular Structure ,Chemistry ,Atmospheric-pressure chemical ionization ,AMT tag library ,mass spectrometry ,metabolomics ,natural product ,Plant Science ,General Medicine ,Horticulture ,Mass spectrometry ,Biochemistry ,Combinatorial chemistry ,Article ,Mass Spectrometry ,Metabolomics ,Liquid chromatography–mass spectrometry ,Metabolite profiling ,Plant species ,Complex Extracts ,Molecular Biology ,Chromatography, High Pressure Liquid - Abstract
We report the development and testing of an accurate mass – time (AMT) tag approach for the LC/MS-based identification of plant natural products (PNPs) in complex extracts. An AMT tag library was developed for approximately 500 PNPs with diverse chemical structures, detected in electrospray and atmospheric pressure chemical ionization modes (both positive and negative polarities). In addition, to enable peak annotations with high confidence, MS/MS spectra were acquired with three different fragmentation energies. The LC/MS and MS/MS data sets were integrated into online spectral search tools and repositories (Spektraris and MassBank), thus allowing users to interrogate their own data sets for the potential presence of PNPs. The utility of the AMT tag library approach is demonstrated by the detection and annotation of active principles in 27 different medicinal plant species with diverse chemical constituents.
- Published
- 2013
46. Frontiers In Plant Science
- Author
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Libuse Brachova, Oliver Fiehn, Basil J. Nikolau, B. Markus Lange, Vladimir Shulaev, Julie A. Dickerson, Kun-Yan He, Lloyd W. Sumner, Eve Syrkin Wurtele, Seung Y. Rhee, Lenore Barkan, Stephanie M. Quanbeck, Mary R. Roth, Insuk Lee, Diego F. Cortes, Philip M. Dixon, Hilal Ilarslan, Alexis Ann Campbell, Preeti Bais, Joel L. Shuman, Carolina Salazar, Xin-Lei Guan, Ruth Welti, Gert Wohlgemuth, David V. Huhman, Ann Perera, and Iris Lange
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0106 biological sciences ,Arabidopsis ,Genomics ,Computational biology ,Plant Science ,lcsh:Plant culture ,computer.software_genre ,01 natural sciences ,03 medical and health sciences ,Annotation ,Metabolomics ,Metabolome ,lcsh:SB1-1110 ,Technology Report ,Organism ,database ,030304 developmental biology ,2. Zero hunger ,0303 health sciences ,biology ,Gene Annotation ,biology.organism_classification ,metabolomics ,gene annotation ,Data mining ,computer ,Functional genomics ,functional genomics ,010606 plant biology & botany - Abstract
Metabolomics is the methodology that identifies and measures global pools of small molecules (of less than about 1,000 Da) of a biological sample, which are collectively called the metabolome. Metabolomics can therefore reveal the metabolic outcome of a genetic or environmental perturbation of a metabolic regulatory network, and thus provide insights into the structure and regulation of that network. Because of the chemical complexity of the metabolome and limitations associated with individual analytical platforms for determining the metabolome, it is currently difficult to capture the complete metabolome of an organism or tissue, which is in contrast to genomics and transcriptomics. This paper describes the analysis of Arabidopsis metabolomics data sets acquired by a consortium that includes five analytical laboratories, bioinformaticists, and biostatisticians, which aims to develop and validate metabolomics as a hypothesis-generating functional genomics tool. The consortium is determining the metabolomes of Arabidopsis T-DNA mutant stocks, grown in standardized controlled environment optimized to minimize environmental impacts on the metabolomes. Metabolomics data were generated with seven analytical platforms, and the combined data is being provided to the research community to formulate initial hypotheses about genes of unknown function (GUFs). A public database (www.PlantMetabolomics.org) has been developed to provide the scientific community with access to the data along with tools to allow for its interactive analysis. Exemplary datasets are discussed to validate the approach, which illustrate how initial hypotheses can be generated from the consortium-produced metabolomics data, integrated with prior knowledge to provide a testable hypothesis concerning the functionality of GUFs. National Science Foundation [MCB 0520140, 0820823, DBI-0640769] National Science Foundation Major Research Instrumentation grant [DBI 0521587] National Science Foundation Arabidopsis [2010 DBI0520267] Samuel Roberts Noble Foundation This work was supported by the National Science Foundation (grants no. MCB 0520140 and 0820823). Additional support included: funding from the National Science Foundation Major Research Instrumentation grant no. DBI 0521587 (Ruth Welti); National Science Foundation Arabidopsis 2010 DBI0520267 (Eve S. Wurtele); The Samuel Roberts Noble Foundation for personnel support (Lloyd W. Sumner and David V. Hultman) and instrumentation purchase; Carnegie Institution for Science (Kun He, Seung Y. Rhee) and National Science Foundation grant DBI-0640769 (Seung Y. Rhee); Yun Lu for performing GC TOEMS in the Fiehn laboratory; Agricultural Research Center at Washington State University (B. Markus Lange). The authors would also like to acknowledge the W. M. Keck Foundation for support at Iowa State University. We acknowledge the very kind support of all the collaborators listed at www.plantmetabolomics.org, who contributed Arabidopsis T-DNA tagged mutant seed stocks, in particular the late Dr. Christian R. H. Raetz (Duke University) for the seed stock carrying the lpxA-1 allele, and Dr. David J. Oliver (Iowa State University) for the seed stock carrying the oxp1 allele.
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- 2012
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47. Elicitor-induced formation of free and cell-wall-bound stilbenes in cell-suspension cultures of Scots pine (Pinus sylvestris L.)
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Werner Heller, Heinrich Sandermann, Bernd Markus Lange, Christian Langebartels, and Monika Trost
- Subjects
biology ,Chemistry ,Pinosylvin ,Pinosylvin synthase ,Plant Science ,Phenylalanine ammonia-lyase ,biology.organism_classification ,Elicitor ,Cell wall ,chemistry.chemical_compound ,Lophodermium seditiosum ,Biochemistry ,Genetics ,Extracellular ,biology.protein ,Intracellular - Abstract
Treatment of Pinus sylvestris L. cell-suspension cultures with an elicitor preparation from the pine needle pathogen Lophodermium seditiosum, resulted in a severalhundredto thousandfold accumulation of the stilbenes pinosylvin and pinosylvin 3-O-methyl ether in methanolic cell extracts. There was a simultaneous induction of the biosynthetic enzymes phenylalanine ammonia-lyase (E.C. 4.3.1.5.) and stilbene synthase (pinosylvin-forming, E.C. 2.3.1.146). For the first time, an incorporation of stilbenes into the cell wall fraction as well as stilbene excretion into the extracellular space was demonstrated in addition to intracellular accumulation.
- Published
- 1994
- Full Text
- View/download PDF
48. Soybean vegetative lipoxygenases are not vacuolar storage proteins
- Author
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Glenn W. Turner, B. Markus Lange, and Howard D. Grimes
- Subjects
chemistry.chemical_classification ,Ecophysiology ,Nucleoplasm ,Plant Science ,Vacuole ,Biology ,Isozyme ,Vacuolar storage ,Cell biology ,Biochemistry ,chemistry ,Cytoplasm ,Storage protein ,Agronomy and Crop Science ,Developmental biology - Abstract
The paraveinal mesophyll (PVM) of soybean is a distinctive uniseriate layer of branched cells situated between the spongy and palisade chlorenchyma of leaves that contains an abundance of putative vegetative storage proteins, Vspα and Vspβ, in its vacuoles. Soybean vegetative lipoxygenases (five isozymes designated as Vlx(A–E)) have been reported to co-localise with Vsp in PVM vacuoles; however, conflicting results regarding the tissue-level and subcellular localisations of specific Vlx isozymes have been reported. We employed immuno-cytochemistry with affinity-purified, isozyme-specific antibodies to reinvestigate the subcellular locations of soybean Vlx isozymes during a sink limitation experiment. VlxB and VlxC were localised to the cytoplasm and nucleoplasm of PVM cells, whereas VlxD was present in the cytoplasm and nucleoplasm of mesophyll chlorenchyma (MC) cells. Label was not associated with storage vacuoles or any evident protein bodies, so our results cast doubt on the hypothesis that Vlx isozymes function as vegetative storage proteins.
- Published
- 2011
49. Mathematical modeling-guided evaluation of biochemical, developmental, environmental, and genotypic determinants of essential oil composition and yield in peppermint leaves
- Author
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B. Markus Lange, James M. Lee, Rigoberto Ríos-Estepa, and Iris Lange
- Subjects
Genotype ,Physiology ,Plant physiology ,Mentha piperita ,Plant Science ,Genetically modified crops ,Biology ,Models, Theoretical ,Genes, Plant ,Plants, Genetically Modified ,Trichome ,law.invention ,Systems Biology, Molecular Biology, and Gene Regulation ,Metabolic engineering ,Plant Leaves ,law ,Yield (chemistry) ,Botany ,Genetics ,Oils, Volatile ,Composition (visual arts) ,Gene–environment interaction ,Biological system ,Essential oil - Abstract
We have previously reported the use of a combination of computational simulations and targeted experiments to build a first generation mathematical model of peppermint (Mentha × piperita) essential oil biosynthesis. Here, we report on the expansion of this approach to identify the key factors controlling monoterpenoid essential oil biosynthesis under adverse environmental conditions. We also investigated determinants of essential oil biosynthesis in transgenic peppermint lines with modulated essential oil profiles. A computational perturbation analysis, which was implemented to identify the variables that exert prominent control over the outputs of the model, indicated that the essential oil composition should be highly dependent on certain biosynthetic enzyme concentrations [(+)-pulegone reductase and (+)-menthofuran synthase], whereas oil yield should be particularly sensitive to the density and/or distribution of leaf glandular trichomes, the specialized anatomical structures responsible for the synthesis and storage of essential oils. A microscopic evaluation of leaf surfaces demonstrated that the final mature size of glandular trichomes was the same across all experiments. However, as predicted by the perturbation analysis, differences in the size distribution and the total number of glandular trichomes strongly correlated with differences in monoterpenoid essential oil yield. Building on various experimental data sets, appropriate mathematical functions were selected to approximate the dynamics of glandular trichome distribution/density and enzyme concentrations in our kinetic model. Based on a χ 2 statistical analysis, simulated and measured essential oil profiles were in very good agreement, indicating that modeling is a valuable tool for guiding metabolic engineering efforts aimed at improving essential oil quality and quantity.
- Published
- 2010
50. Experimental and mathematical approaches to modeling plant metabolic networks
- Author
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Rigoberto Ríos-Estepa and Bernd Markus Lange
- Subjects
Plant Science ,Horticulture ,Biology ,Biochemistry ,Laboratory testing ,Models, Biological ,Metabolic engineering ,Metabolic flux analysis ,Computer Simulation ,Molecular Biology ,Nuclear Magnetic Resonance, Biomolecular ,Metabolic pathway analysis ,Ecology ,Computational Biology ,General Medicine ,Plants ,Carbon ,Metabolic network modelling ,Metabolic pathway ,Kinetics ,Metabolic control analysis ,Isotope Labeling ,Seeds ,Biochemical engineering ,Soybeans ,Flux (metabolism) ,Software - Abstract
To support their sessile and autotrophic lifestyle higher plants have evolved elaborate networks of metabolic pathways. Dynamic changes in these metabolic networks are among the developmental forces underlying the functional differentiation of organs, tissues and specialized cell types. They are also important in the various interactions of a plant with its environment. Further complexity is added by the extensive compartmentation of the various interconnected metabolic pathways in plants. Thus, although being used widely for assessing the control of metabolic flux in microbes, mathematical modeling approaches that require steady-state approximations are of limited utility for understanding complex plant metabolic networks. However, considerable progress has been made when manageable metabolic subsystems were studied. In this article, we will explain in general terms and using simple examples the concepts underlying stoichiometric modeling (metabolic flux analysis and metabolic pathway analysis) and kinetic approaches to modeling (including metabolic control analysis as a special case). Selected studies demonstrating the prospects of these approaches, or combinations of them, for understanding the control of flux through particular plant pathways are discussed. We argue that iterative cycles of (dry) mathematical modeling and (wet) laboratory testing will become increasingly important for simulating the distribution of flux in plant metabolic networks and deriving rational experimental designs for metabolic engineering efforts.
- Published
- 2007
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