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1.
BMC Genomics ; 25(1): 15, 2024 Jan 02.
Article En | MEDLINE | ID: mdl-38166627

The sacred datura plant (Solanales: Solanaceae: Datura wrightii) has been used to study plant-herbivore interactions for decades. The wealth of information that has resulted leads it to have potential as a model system for studying the ecological and evolutionary genomics of these interactions. We present a de novo Datura wrightii genome assembled using PacBio HiFi long-reads. Our assembly is highly complete and contiguous (N50 = 179Mb, BUSCO Complete = 97.6%). We successfully detected a previously documented ancient whole genome duplication using our assembly and have classified the gene duplication history that generated its coding sequence content. We use it as the basis for a genome-guided differential expression analysis to identify the induced responses of this plant to one of its specialized herbivores (Coleoptera: Chrysomelidae: Lema daturaphila). We find over 3000 differentially expressed genes associated with herbivory and that elevated expression levels of over 200 genes last for several days. We also combined our analyses to determine the role that different gene duplication categories have played in the evolution of Datura-herbivore interactions. We find that tandem duplications have expanded multiple functional groups of herbivore responsive genes with defensive functions, including UGT-glycosyltranserases, oxidoreductase enzymes, and peptidase inhibitors. Overall, our results expand our knowledge of herbivore-induced plant transcriptional responses and the evolutionary history of the underlying herbivore-response genes.


Coleoptera , Datura , Animals , Herbivory , Gene Duplication , Datura/genetics , Datura/metabolism , Coleoptera/genetics
2.
Curr Biol ; 32(4): 861-869.e8, 2022 02 28.
Article En | MEDLINE | ID: mdl-35016007

In nature, plant-insect interactions occur in complex settings involving multiple trophic levels, often with multiple species at each level.1 Herbivore attack of a host plant typically dramatically alters the plant's odor emission in terms of concentration and composition.2,3 Therefore, a well-adapted herbivore should be able to predict whether a plant is still suitable as a host by judging these changes in the emitted bouquet. Although studies have demonstrated that oviposition preferences of successive insects were affected by previous infestations,4,5 the underlying molecular and olfactory mechanisms remain unknown. Here, we report that tobacco hawkmoths (Manduca sexta) preferentially oviposit on Jimson weed (Datura wrightii) that is already infested by a specialist, the three-lined potato beetle (Lema daturaphila). Interestingly, the moths' offspring do not benefit directly, as larvae develop more slowly when feeding together with Lema beetles. However, one of M. sexta's main enemies, the parasitoid wasp Cotesia congregata, prefers the headspace of M. sexta-infested plants to that of plants infested by both herbivores. Hence, we conclude that female M. sexta ignore the interspecific competition with beetles and oviposit deliberately on beetle-infested plants to provide their offspring with an enemy-reduced space, thus providing a trade-off that generates a net benefit to the survival and fitness of the subsequent generation. We identify that α-copaene, emitted by beetle-infested Datura, plays a role in this preference. By performing heterologous expression and single-sensillum recordings, we show that odorant receptor (Or35) is involved in α-copaene detection.


Coleoptera , Datura , Manduca , Moths , Animals , Datura/metabolism , Female , Herbivory , Insecta , Oviposition
3.
Z Naturforsch C J Biosci ; 76(5-6): 251-255, 2021 May 26.
Article En | MEDLINE | ID: mdl-33909956

Chemical investigation of the aerial parts (except fruits) of the medicinal, hallucinogen and toxic plant Datura innoxia Mill. [Solanaceae] led to the isolation of the new withanolide, dinnoxolide A (1), along with the known compounds 21,27-dihydroxy-1-oxowitha-2,5,24-trienolide (2), daturamalakin B (3) and withametelin (4). Their structures were established by analysis of their spectroscopic data, including 1D and 2D NMR experiments and MS. Compounds 2 and 3 were isolated as natural products for the first time and the name dinnoxolide B was given to compound 2. The four withanolides showed in vitro cytotoxic activity against U251 (glioblastoma) and SK-LU-1 (lung adenocarcinoma) human cancer cell lines, with IC50 values ranging from 1.2 to 19.6 µM, and also against the noncancerous monkey kidney cell line (COS-7), with IC50 values ranging from 5.0 to 19.7 µM. Compound 4 was two times more active than the reference compound, etoposide, against lung adenocarcinoma cells.


Antineoplastic Agents, Phytogenic/chemistry , Datura/chemistry , Withanolides/chemistry , Antineoplastic Agents, Phytogenic/isolation & purification , Antineoplastic Agents, Phytogenic/pharmacology , Cell Line, Tumor , Cell Survival/drug effects , Datura/metabolism , Drug Screening Assays, Antitumor , Humans , Magnetic Resonance Spectroscopy , Molecular Conformation , Plant Components, Aerial/chemistry , Plant Components, Aerial/metabolism , Plant Extracts/chemistry , Withanolides/isolation & purification , Withanolides/pharmacology
4.
Mini Rev Med Chem ; 20(12): 1101-1117, 2020.
Article En | MEDLINE | ID: mdl-29189150

Withanolides are a group of highly oxygenated steroids derived from a C28 ergostane skeleton, and have attracted significant scientific interest due to their complex structural features and multiple bioactivities. More than 170 new natural withanolides were isolated and identified in the last 5 years. This review provides a comprehensive summary of the structural, biological and pharmacological activities of these new compounds.


Anti-Infective Agents/chemistry , Withanolides/chemistry , Animals , Anthozoa/chemistry , Anthozoa/metabolism , Anti-Infective Agents/pharmacology , Cytokines/metabolism , Datura/chemistry , Datura/metabolism , Ergosterol/analogs & derivatives , Ergosterol/chemistry , Macrophages/cytology , Macrophages/drug effects , Macrophages/metabolism , Molecular Conformation , Withania/chemistry , Withania/metabolism
5.
J Plant Res ; 132(4): 473-480, 2019 Jul.
Article En | MEDLINE | ID: mdl-31020486

We examined the effects of light conditions on plant growth and production of defense compounds in the toxic species Datura inoxia and D. stramonium. Specifically, we investigated morphological and physiological traits, including the contents of nitrogen-based tropane alkaloids (atropine and scopolamine) as defense compounds, under three light conditions: 100%, 80%, and 50% of full sunlight. Both species showed similar morphological and physiological responses to exposure to different intensities of light. Although the total plant mass decreased under lower light conditions, the total leaf area per plant increased. The reason being that the leaf mass per plant did not decrease, while the leaf mass per unit area decreased. Leaf nitrogen and chlorophyll concentrations and the chlorophyll/nitrogen ratio increased under lower light conditions, whereas the chlorophyll a/b ratio decreased. These morphological and physiological changes may be seen as ways to increase light acquisition under low light conditions. Leaf atropine and scopolamine concentrations did not differ among the three light conditions for both species. In conclusion, both Datura species underwent morphological and physiological changes under low light conditions, enabling them to use carbon and nitrogen to increase light acquisition while maintaining their chemical defense capability.


Datura stramonium/growth & development , Datura/growth & development , Atropine/metabolism , Chlorophyll/metabolism , Datura/metabolism , Datura/radiation effects , Datura stramonium/metabolism , Datura stramonium/radiation effects , Light , Nitrogen/metabolism , Plant Leaves/metabolism , Scopolamine/metabolism
6.
Sci Rep ; 8(1): 17951, 2018 12 18.
Article En | MEDLINE | ID: mdl-30560886

Plant secondary metabolites play a major role in plant adaptation to stress. Species belonging to Solanaceae family and Datura genus produce tropane alkaloids: D. stramonium, D. tatula and D. innoxia. These species are cultivated for their hyoscyamine (HS) content, whence the interest of this study to induce transformed roots of these species with strain A4 of Agrobacterium rhizogenes. Hairy roots (HRs) of Datura were established at high frequency by infecting vitroplants. All HRs (343 independent lines) were next employed to study the production of HS and growth. A screening of HRs alkaloid content by GC/MS is performed; it reveals, for the first time, the production of 13 alkaloids by the selected root lines. The selection of high productive line offers an interesting option to enhance the productivity. As HS is the dominant compound, the lines of Datura species were selected for their characteristics for biomass and HS production. The elicitors salicylic acid (SA) and acetyl salicylic acid (ASA) were also used to increase HS production. The results showed that the optimal concentration of the two elicitors (AS and ASA) was 0.1 mM. The highest HS content (17.94 ± 0.14 mg g-1 D.W.) obtained in HRs of D. tatula treated with 0.1 mM of acetyl salicylic acid.


Biosynthetic Pathways/drug effects , Datura/drug effects , Datura/metabolism , Hyoscyamine/metabolism , Plant Roots/drug effects , Plant Roots/metabolism , Tropanes/pharmacology , Gas Chromatography-Mass Spectrometry , Tropanes/chemistry , Tropanes/isolation & purification
7.
Plant Sci ; 277: 166-176, 2018 Dec.
Article En | MEDLINE | ID: mdl-30466582

BACKGROUND: The production of secondary metabolites through the culture of entire plants is of great interest. Soilless culture, such as hydroponics, enables the control of plant growth and metabolism. Specific environmental conditions must be developed to maximize the productivity of medicinal plants used as efficient natural bioreactors. METHODS: The nutrient solution of newly established hydroponic cultures ofDatura innoxia Mill. were inoculated with Agrobacterium rhizogenes (A.r.) wild strains (TR7, TR107, 11325 or 15834). Growth and the alkaloid contents of roots and aerial parts were analyzed. Axenic cultures were also performed with modified TR7 strains containing the egfp or gus reporter gene. In vitro isolated root cultures enabled the phenological and molecular demonstration of gene transfer. RESULTS: A.r.TR 7 led to a greater improvement in plant secondary metabolism and growth. Positive expression of the reporter genes occurred. Isolation and subculture of some of the roots of these plants showed a hairy root phenotype; molecular tests proved the transfer of bacterial genes into the roots isolated from the plants. CONCLUSIONS: Hyoscyamine and scopolamine productivity is enhanced after A.r. inoculation in the nutrient solution of hydroponic plants. Transformation events occur in the original roots of the plants. This leads to chimeric plants with a part of their roots harboring a hairy root phenotype. Such semi-composite plants could be used for successful specialized metabolite bioproduction in greenhouses.


Agrobacterium/pathogenicity , Alkaloids/metabolism , Datura/metabolism , Datura/microbiology , Datura/growth & development , Hydroponics , Plant Development
8.
Anal Chem ; 89(6): 3421-3429, 2017 03 21.
Article En | MEDLINE | ID: mdl-28234459

Methods for the accomplishment of small-molecule imaging by mass spectrometry are challenged by the need for sample pretreatment steps, such as cryo-sectioning, dehydration, chemical fixation, or application of a matrix or solvent, that must be performed to obtain interpretable spatial distribution data. Furthermore, these steps along with requirements of the mass analyzer such as high vacuum, can severely limit the range of sample types that can be analyzed by this powerful method. Here, we report the development of a laser ablation-direct analysis in real time imaging mass spectrometry approach which couples a 213 nm Nd:YAG solid state UV laser to a direct analysis in a real time ion source and high-resolution time-of-flight mass spectrometer. This platform enables facile determination of the spatial distribution of small-molecules spanning a range of polarities in a diversity of sample types and requires no matrix, vacuum, solvent, or complicated sample pretreatment steps. It furnishes high-resolution data, can be performed under ambient conditions on samples in their native form, and results in little to no fragmentation of analytes. We demonstrate its application through determination of the spatial distribution of molecules involved in the biosynthetic cascade leading to formation of the clinically relevant alkaloids atropine and scopolamine in Datura leichhardtii seed tissue.


Atropine/biosynthesis , Datura/chemistry , Lasers , Scopolamine/metabolism , Atropine/chemistry , Atropine/metabolism , Datura/metabolism , Mass Spectrometry , Molecular Structure , Scopolamine/chemistry , Seeds/chemistry , Seeds/metabolism , Time Factors , Ultraviolet Rays
9.
Curr Opin Plant Biol ; 32: 31-36, 2016 08.
Article En | MEDLINE | ID: mdl-27286000

Linalool (3,7-dimethyl-1,6-octadien-3-ol) is a common floral volatile with two distinct enantiomers and related metabolites involved in the full spectrum of plant-pollinator interactions. Recent studies reveal a complex interplay between pollinator attraction and plant defense mediated by linalool and its derivatives, from the smallest (Arabidopsis, Mitella) to the largest (Datura) flowers studied. Accordingly, fig wasps, fungus gnats and moths of all sizes show remarkable electrophysiological, neural and behavioral sensitivity to different enantiomers and quantitative ratios of linalool in floral bouquets. The diverse functions of linalool, ranging from toxin to long distance pollinator attractant are discussed in the broader context of floral volatile ecology and evolution.


Flowers/metabolism , Monoterpenes/metabolism , Volatile Organic Compounds/metabolism , Acyclic Monoterpenes , Arabidopsis/metabolism , Datura/metabolism
10.
BMC Complement Altern Med ; 15: 376, 2015 Oct 19.
Article En | MEDLINE | ID: mdl-26481652

BACKGROUND: The present study aims to probe the impact of polarity dependent extraction efficiency variation on pharmacological spectrum of Datura innoxia Mill. in order to reconnoiter its underexplored therapeutic potential. METHODS: A range of solvent extracts was subjected to phytochemical and biological assays to find the most proficient solvent system and plant part for each type of bioactivity. Total phenolic and flavonoid contents were determined colorimetrically and specific polyphenols were quantified by HPLC-DAD analysis. The samples were biologically evaluated by employing multimode antioxidant, cytotoxic, protein kinase inhibition and antimicrobial assays. RESULTS: Among all the solvents used, maximum percent extract recovery (33.28 %) was obtained in aqueous leaf extract. The highest amount of gallic acid equivalent phenolic and quercetin equivalent flavonoid content was obtained in the distilled water and ethyl acetate-ethanol extracts of leaf i.e., 29.91 ± 0.12 and 15.68 ± 0.18 mg/g dry weight (DW) respectively. Reverse phase HPLC-DAD based quantification revealed the presence of significant amounts of catechin, caffiec acid, apigenin and rutin ranging from 0.16 to 5.41 mg/g DW. Highest DPPH radical scavenging activity (IC50 = 16.14 µg/ml) was displayed by the ethyl acetate-acetone stem extract. Maximum total antioxidant capacity and reducing power potential were recorded in the aqueous leaf and ethyl acetate stem extracts i.e., 46.98 ± 0.24 and 15.35 ± 0.61 mg ascorbic acid equivalent/g DW respectively. Cytotoxicity against brine shrimps categorized 25 % of the leaf, 16 % of the stem and 8.3 % of the fruit extracts as highly potent (LC50 ≤ 100 µg/ml). Significant cytotoxicity against human leukemia (THP-1) cell line was exhibited by the chloroform and n-hexane fruit extracts with IC50 4.52 and 3.49 µg/ml respectively. Ethyl acetate and methanol-chloroform extracts of leaf and stem exhibited conspicuous protein kinase inhibitory activity against Streptomyces 85E strain with 22 mm bald phenotype. A noteworthy antimicrobial activity was exhibited by leaf extracts against Micrococcus luteus and n-hexane fruit extract against Aspergillus niger (MIC 3.70 and 12.5 µg/ml respectively). CONCLUSION: Multiple solvent system is a crucial variable to retrieve pharmacological potential of medicinal plants and D. innoxia can be envisaged as a novel source of natural antioxidants, antimicrobials and anticancer compounds.


Anti-Infective Agents/isolation & purification , Anti-Infective Agents/pharmacology , Datura/chemistry , Phytochemicals/isolation & purification , Phytochemicals/pharmacology , Plant Extracts/isolation & purification , Plant Extracts/pharmacology , Anti-Infective Agents/chemistry , Anti-Infective Agents/metabolism , Cell Line , Chemical Fractionation , Chromatography, High Pressure Liquid , Datura/metabolism , Flavonoids/analysis , Flavonoids/isolation & purification , Flavonoids/metabolism , Flavonoids/pharmacology , Humans , Micrococcus luteus/drug effects , Phenols/analysis , Phenols/isolation & purification , Phenols/metabolism , Phenols/pharmacology , Phytochemicals/analysis , Phytochemicals/metabolism , Plant Extracts/analysis , Plant Extracts/metabolism , Plant Leaves/chemistry , Streptomyces/drug effects
11.
Oecologia ; 179(4): 1159-71, 2015 Dec.
Article En | MEDLINE | ID: mdl-26298191

Insect carnivores frequently use olfactory cues from plants to find prey or hosts. For plants, the benefits of attracting parasitoids have been controversial, partly because parasitoids often do not kill their host insect immediately. Furthermore, most research has focused on the effects of solitary parasitoids on growth and feeding of hosts, even though many parasitoids are gregarious (multiple siblings inhabit the same host). Here, we examine how a gregarious parasitoid, the tachinid fly Drino rhoeo, uses olfactory cues from the host plant Datura wrightii to find the sphingid herbivore Manduca sexta, and how parasitism affects growth and feeding of host larvae. In behavioral trials using a Y-olfactometer, female flies were attracted to olfactory cues emitted by attacked plants and by cues emitted from the frass produced by larval Manduca sexta. M. sexta caterpillars that were parasitized by D. rhoeo grew to lower maximum weights, grew more slowly, and ate less of their host plant. We also present an analytical model to predict how tri-trophic interactions change with varying herbivory levels, parasitization rates and plant sizes. This model predicted that smaller plants gain a relatively greater benefit compared to large plants in attracting D. rhoeo. By assessing the behavior, the effects of host performance, and the variation in ecological parameters of the system, we can better understand the complex interactions between herbivorous insects, the plants they live on and the third trophic level members that attack them.


Datura/physiology , Diptera , Herbivory , Manduca/physiology , Odorants , Parasites , Animals , Datura/metabolism , Ecology , Female , Larva , Manduca/growth & development , Manduca/parasitology , Pheromones/metabolism , Smell
12.
Elife ; 2: e00421, 2013 May 14.
Article En | MEDLINE | ID: mdl-23682312

The ability to decrypt volatile plant signals is essential if herbivorous insects are to optimize their choice of host plants for their offspring. Green leaf volatiles (GLVs) constitute a widespread group of defensive plant volatiles that convey a herbivory-specific message via their isomeric composition: feeding of the tobacco hornworm Manduca sexta converts (Z)-3- to (E)-2-GLVs thereby attracting predatory insects. Here we show that this isomer-coded message is monitored by ovipositing M. sexta females. We detected the isomeric shift in the host plant Datura wrightii and performed functional imaging in the primary olfactory center of M. sexta females with GLV structural isomers. We identified two isomer-specific regions responding to either (Z)-3- or (E)-2-hexenyl acetate. Field experiments demonstrated that ovipositing Manduca moths preferred (Z)-3-perfumed D. wrightii over (E)-2-perfumed plants. These results show that (E)-2-GLVs and/or specific (Z)-3/(E)-2-ratios provide information regarding host plant attack by conspecifics that ovipositing hawkmoths use for host plant selection. DOI:http://dx.doi.org/10.7554/eLife.00421.001.


Brain/metabolism , Datura/metabolism , Herbivory , Manduca/metabolism , Oviposition , Plant Leaves/metabolism , Smell , Volatile Organic Compounds/metabolism , Acetates/metabolism , Animals , Cues , Female , Isomerism , Signal Transduction , Time Factors
13.
Phytochemistry ; 74: 105-14, 2012 Feb.
Article En | MEDLINE | ID: mdl-22083085

The presence of two compounds, norlittorine and norhyoscyamine, has been reported in leaves and roots of Datura innoxia; however their metabolic origin in the tropane alkaloid pathway has remained unknown. Precise knowledge of this pathway is a necessary pre-requisite to optimize the production of hyoscyamine and scopolamine in D. innoxia hairy root cultures. The exact structure of norlittorine and norhyoscyamine was confirmed by LC-MS/MS and NMR analyses. Isotopic labeling experiments, using [1-(13)C]-phenylalanine, [1'-(13)C]-littorine and [1'-(13)C]-hyoscyamine, combined with elicitor treatments, using methyl jasmonate, coronalon and 1-aminocyclopropane-1-carboxylic acid, were used to investigate the metabolic origin of the N-demethylated tropane alkaloids. The results suggest that norlittorine and norhyoscyamine are induced under stress conditions by conversion of littorine and hyoscyamine. We propose the N-demethylation of tropane alkaloids as a mechanism to detoxify cells in overproducing conditions.


Adaptation, Physiological , Atropine Derivatives/metabolism , Atropine/metabolism , Datura/metabolism , Stress, Physiological , Acetates/metabolism , Amino Acids, Cyclic/metabolism , Carbon Isotopes , Cell Culture Techniques , Cyclopentanes/metabolism , Isoleucine/analogs & derivatives , Isoleucine/metabolism , Methylation , Molecular Structure , Oxylipins/metabolism , Plant Roots/metabolism , Scopolamine/metabolism , Staining and Labeling
14.
J Chem Ecol ; 37(7): 751-64, 2011 Jul.
Article En | MEDLINE | ID: mdl-21691808

Natural enemies of herbivorous insects utilize numerous chemical cues to locate and identify their prey. Among these, volatile plant compounds produced after attack by herbivores may play a significant role (hereafter herbivore-induced plant volatiles or HIPVs). One unresolved question is whether the composition of the volatile cue blends induced by different herbivore species differ consistently enough to indicate not only that the plants are damaged by herbivores but also the identity of the herbivore species causing the damage. We studied HIPV production in the undomesticated plant species Datura wrightii in the laboratory when damaged by either of two leaf-chewing herbivore species, Lema daturaphila or Manduca sexta, or when damaged by L. daturaphila and the piercing-sucking bug, Tupiocoris notatus, or both L. daturaphila and T. notatus, for 24 hr. HIPV production was monitored 1 d before induction, the day of induction, and for 7 d after induction. In all experiments, both the quantities and composition of the HIPV blends varied with the time since induction as different components reached peak production at different times after induction. HIPV blends did not differ consistently with the herbivore species causing the damage. For plants damaged by both L. daturaphila and T. notatus, greater amounts of HIPVs were produced than by plants damaged by either species alone, but the amounts did not differ from that predicted as the sum from damage inflicted by each herbivore species independently. The HIPVs of D. wrightii are a general rather than specific indicator of damage by herbivores. Because generalist predators are the most abundant natural enemies in this system, general cues of herbivore damage may be all that are required to facilitate the discovery by predators of plants damaged by any of several suitable prey species.


Datura/metabolism , Insecta/physiology , Volatile Organic Compounds , Acetates/isolation & purification , Alkenes/isolation & purification , Animals , Plant Leaves/metabolism , Polycyclic Sesquiterpenes , Sesquiterpenes/isolation & purification , Species Specificity , Terpenes/isolation & purification , Time Factors , Volatile Organic Compounds/isolation & purification , Volatile Organic Compounds/metabolism
15.
J Chem Ecol ; 37(5): 430-42, 2011 May.
Article En | MEDLINE | ID: mdl-21484445

Natural enemies of herbivorous insects utilize numerous cues to locate and identify their prey. One class of such cues is volatile organic compounds (VOCs) often produced by plants after attack by herbivores (hereafter herbivore-induced plant volatiles or HIPVs). Under simplified laboratory conditions, natural enemies often make clear choices between different HIPV blends, but such clear choices may be more difficult in more complex field environments. We studied the impact of VOC production by the undomesticated species, Datura wrightii on predation of eggs and larvae of Lema daturaphila by the omnivore, Geocoris pallens in the field. HIPV production in D. wrightii is developmentally and seasonally constrained to the early stages of plant growth even though L. daturaphila and G. pallens inhabit plants throughout the plant's growing season. We, therefore, asked if predation of L. daturaphila by G. pallens might be similarly constrained seasonally. Higher levels of VOC production were associated with higher levels of predation throughout the growing season, and the greater quantities of VOC production in May caused greater increases in predation than did VOC production later in the season (June-September). However, predation in the absence of VOC production ranged from 60-70% in June-September compared to only 14% in May, probably because plants were already colonized by predators later in the season. High levels of VOCs in response to herbivore damage by D. wrightii therefore may aid in the discovery of herbivore-damaged plants early in the season but the seasonal decline in VOC production does not limit predation of L. daturaphila by G. pallens later in the season.


Coleoptera/parasitology , Datura/metabolism , Hemiptera/physiology , Predatory Behavior , Volatile Organic Compounds/metabolism , Animals , Seasons
16.
Biotechnol Prog ; 26(3): 847-56, 2010.
Article En | MEDLINE | ID: mdl-20187141

This article proposes a feeding strategy based on a kinetic model to enhance hairy roots growth. A new approach for modeling hairy root growth is used, considering that there is no nutrient limitation thanks to an appropriate feeding, and the intracellular pools are supposed to be always saturated. Thus, the model describes the specific growth rate from extracellular concentration of the major nutrients and nutrient uptakes depend on biomass growth. An optimized feeding strategy was determined thanks to the model to maintain the major nutrient levels at their optimum assuming optimal initial concentrations. The optimal feed rate is computed in open loop using kinetic model prediction or in closed loop using conductivity measurements to estimate biomass growth. Datura innoxia was chosen as the model culture system. Shake flask cultures were used to calibrate the model. Finally, cultures in bioreactor were performed to validate the model and the control laws.


Bioreactors , Datura/growth & development , Models, Biological , Plant Roots/growth & development , Tissue Culture Techniques/methods , Algorithms , Biomass , Computer Simulation , Culture Media/chemistry , Culture Media/metabolism , Datura/metabolism , Kinetics , Plant Roots/metabolism , Regression Analysis , Reproducibility of Results
17.
Phytochem Anal ; 21(1): 118-27, 2010.
Article En | MEDLINE | ID: mdl-19904728

INTRODUCTION: Hydroponics has been shown as a possible way to produce high quality plant biomass with improved phytochemical levels. Nevertheless, effects of plant biotic and abiotic environment can lead to drastic changes and plant growth conditions must be optimised. OBJECTIVE: To evaluate how much microbes and Agrobacterium rhizogenes TR7 wild strain may affect the tropane alkaloid profile in Datura innoxia Mill. plants cultivated in hydroponic conditions. METHODOLOGY: Datura innoxia Mill. plants were cultivated in hydroponic with sterile or non-sterile conditions. For half of the non-sterile plants, Agrobacterium rhizogenes TR7 strain was added to the nutrient solution for hydroponics. The tropane alkaloid content of leaves and roots was analysed by UFLC/ESI-HRMS and MS/MS. The metabolite profiles were compared using partial least square-discriminant analysis. RESULTS: In sterile conditions, aerial parts contained more scopolamine than the roots. However, the diversity of tropane alkaloids was greater in roots. Furthermore, 21 known compounds and four non-elucidated tropane alkaloids were found. The tropane alkaloid profile was shown to be statistically different between sterile and non-sterile hydroponic conditions. The levels of 3-acetoxy-6-hydroxytropane and 3-hydroxylittorine were higher in plants inoculated with A. rhizogenes. Five other tropane compounds were found in higher amounts in non-axenic control plants. Hyoscyamine and scopolamine total contents were much higher in the whole plant co-cultivated with A. rhizogenes TR7 than in controls. Furthermore, the leaves and roots of axenic plants contained more alkaloids than non-sterile ones. CONCLUSION: In hydroponic conditions, microbes induced variations of the phytochemical levels. Addition of A. rhizogenes TR7 into the nutrient solutions improved the total hyoscyamine and scopolamine production.


Alkaloids/metabolism , Datura/metabolism , Rhizobium/pathogenicity , Tropanes/metabolism , Chromatography, Liquid , Datura/microbiology , Spectrometry, Mass, Electrospray Ionization , Tandem Mass Spectrometry
18.
J Exp Biol ; 212(Pt 21): 3448-54, 2009 Nov.
Article En | MEDLINE | ID: mdl-19837886

Virtually all aspects of insect biology are affected by body temperature, and many taxa have evolved sophisticated temperature-control mechanisms. All insects, however, begin life as eggs and lack the ability to thermoregulate. Eggs laid on leaves experience a thermal environment, and thus a body temperature, that is strongly influenced by the leaves themselves. Because plants can maintain leaf temperatures that differ from ambient, e.g. by evapotranspiration, plant hosts may protect eggs from extreme ambient temperatures. We examined the degree to which leaves buffer ambient thermal variation and whether that buffering benefits leaf-associated insect eggs. In particular, we: (1) measured temperature variation at oviposition sites in the field, (2) manipulated temperatures in the laboratory to determine the effect of different thermal conditions on embryo development time and survival, and (3) tested embryonic metabolic rates over increasing temperatures. Our results show that Datura wrightii leaves buffer Manduca sexta eggs from fatally high ambient temperatures in the southwestern USA. Moreover, small differences in temperature profiles among leaves can cause large variation in egg metabolic rate and development time. Specifically, large leaves were hotter than small leaves during the day, reaching temperatures that are stressfully high for eggs. This study provides the first mechanistic demonstration of how this type of leaf-constructed thermal refuge interacts with egg physiology.


Body Temperature Regulation , Ovum/metabolism , Plant Leaves/metabolism , Temperature , Animals , Datura/anatomy & histology , Datura/metabolism , Female , Manduca/physiology , Oviposition , Plant Leaves/anatomy & histology , Survival Rate
19.
Chemosphere ; 72(5): 763-71, 2008 Jun.
Article En | MEDLINE | ID: mdl-18472140

In soil, chromium can be found in two main valence states: hexavalent Cr(VI) and trivalent Cr(III). In this study, we investigated the impact of Cr on photosynthetic gas exchange, photosystem II (PSII) activity, Cr translocation and accumulation, proline content and alkaloids production, i.e. scopolamine and hyoscyamine, in Datura innoxia. Cr uptake was influenced by its oxidation state and its concentration in growth medium. The plant roots were determined as being the main organ of Cr accumulation. Cr(VI) was more toxic than Cr(III) as indicated by reduction in plant biomass and net photosynthesis. The stomatal conductance showed a similar trend to that of photosynthetic capacity. Cr(III) and Cr(VI) had a different impact on substomatal CO(2) concentration then Cr toxicity was related to its oxidation states. In plants stressed with a Cr(VI) excess, a down regulation of PSII activity was observed with an impairment of photochemical activity. Indeed, the maximum quantum yield of PSII (F(v)/F(m)), the quantum yield of PSII (PhiPSII) and the efficiency of excitation capture by open centers (F'(v)/F'(m)) decreased. Cr(III) had little effects on PSII primary photochemistry, whatever its form induces an increase of scopolamine content without changes in hyoscyamine content in leaves of D. innoxia. These results provide that chromium contamination can change the secondary metabolites composition of leaves, thereby, impacting the quality, safety and efficacy of natural plant products synthesized by D. innoxia plants.


Chromium Compounds/toxicity , Datura/chemistry , Datura/physiology , Alkaloids/biosynthesis , Chromatography, Gas , Datura/metabolism , Electron Transport/physiology , Kinetics , Nutritional Physiological Phenomena , Photosynthesis/drug effects , Plant Transpiration/drug effects , Plant Transpiration/physiology , Proline/analysis , Proline/metabolism
20.
Environ Pollut ; 153(3): 555-63, 2008 Jun.
Article En | MEDLINE | ID: mdl-18029071

EDTA and citric acid were tested to solubilize metals and enhance their uptake by Datura innoxia, chosen because of its ability to accumulate and tolerate metals. Two application modes were used on an industrial soil contaminated mainly by Cr and Ni. The results showed that citric acid was the most effective at increasing the uptake of Cr and EDTA for Ni. These results are consistent with the effectiveness of both chelants in solubilizing metals from the soil. The translocation factor (TF) of Ni was 1.6- and 6.7-fold higher than the control, respectively, for one and two applications of 1mmolkg(-1) EDTA. After two applications of 5 and 10mmolkg(-1) citric acid, the TF of Cr increased 2- and 3.5-fold relative to the control. Whatever the concentration, the application of EDTA modified the plant physiology significantly. For citric acid this was only observed with the highest dose (10mmolkg(-1)).


Chelating Agents , Chromium/metabolism , Citric Acid , Datura/metabolism , Edetic Acid , Environmental Restoration and Remediation/methods , Industrial Waste , Nickel/metabolism , Soil Pollutants/metabolism , Biodegradation, Environmental , Chromium/analysis , Nickel/analysis , Plant Roots/chemistry , Plant Shoots/chemistry , Soil Pollutants/analysis
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