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1.
J Microbiol Biotechnol ; 33(10): 1317-1328, 2023 Oct 28.
Article in English | MEDLINE | ID: mdl-37435870

ABSTRACT

Green tea (GT) polyphenols undergo extensive metabolism within gastrointestinal tract (GIT), where their derivatives compounds potentially modulate the gut microbiome. This biotransformation process involves a cascade of exclusive gut microbial enzymes which chemically modify the GT polyphenols influencing both their bioactivity and bioavailability in host. Herein, we examined the in vitro interactions between 37 different human gut microbiota and the GT polyphenols. UHPLC-LTQ-Orbitrap-MS/MS analysis of the culture broth extracts unravel that genera Adlercreutzia, Eggerthella and Lactiplantibacillus plantarum KACC11451 promoted C-ring opening reaction in GT catechins. In addition, L. plantarum also hydrolyzed catechin galloyl esters to produce gallic acid and pyrogallol, and also converted flavonoid glycosides to their aglycone derivatives. Biotransformation of GT polyphenols into derivative compounds enhanced their antioxidant bioactivities in culture broth extracts. Considering the effects of GT polyphenols on specific growth rates of gut bacteria, we noted that GT polyphenols and their derivate compounds inhibited most species in phylum Actinobacteria, Bacteroides, and Firmicutes except genus Lactobacillus. The present study delineates the likely mechanisms involved in the metabolism and bioavailability of GT polyphenols upon exposure to gut microbiota. Further, widening this workflow to understand the metabolism of various other dietary polyphenols can unravel their biotransformation mechanisms and associated functions in human GIT.


Subject(s)
Antioxidants , Catechin , Humans , Antioxidants/pharmacology , Tandem Mass Spectrometry , Polyphenols/pharmacology , Polyphenols/chemistry , Polyphenols/metabolism , Bacteria , Tea , Catechin/pharmacology
2.
PLoS One ; 15(7): e0236813, 2020.
Article in English | MEDLINE | ID: mdl-32726342

ABSTRACT

High salt accumulation, resulting from the rampant use of chemical fertilizers in greenhouse cultivation, has deleterious effects on plant growth and crop yield. Herein, we delineated the effects of magnesium (Mg) oversupply on Perilla frutescens leaves, a traditional edible and medicinal herb used in East-Asian countries. Mg oversupply resulted in significantly higher chlorophyll content coupled with lower antioxidant activities and growth, suggesting a direct effect on subtle metabolomes. The relative abundance of bioactive phytochemicals, such as triterpenoids, flavonoids, and cinnamic acids, was lower in the Mg-oversupplied plants than in the control. Correlation analysis between plant phenotypes (plant height, total fresh weight of the shoot, leaf chlorophyll content, and leaf antioxidant content) and the altered metabolomes in P. frutescens leaves suggested an acclimatization mechanism to Mg oversupply. In conclusion, P. frutescens preferentially accumulated compatible solutes, i.e., carbohydrates and amino acids, to cope with higher environmental Mg levels, instead of employing secondary and antioxidative metabolism.


Subject(s)
Acclimatization/drug effects , Magnesium/pharmacology , Metabolomics , Perilla frutescens/drug effects , Perilla frutescens/metabolism , Plant Leaves/drug effects , Plant Leaves/metabolism , Antioxidants/metabolism , Dose-Response Relationship, Drug , Perilla frutescens/growth & development , Perilla frutescens/physiology , Phenotype , Plant Leaves/physiology
3.
BMC Plant Biol ; 20(1): 39, 2020 Jan 28.
Article in English | MEDLINE | ID: mdl-31992195

ABSTRACT

BACKGROUND: Plants have been used as an important source of indispensable bioactive compounds in various cosmetics, foods, and medicines. However, the subsequent functional annotation of these compounds seems arduous because of the largely uncharacterized, vast metabolic repertoire of plant species with known biological phenotypes. Hence, a rapid multi-parallel screening and characterization approach is needed for plant functional metabolites. RESULTS: Fifty-one species representing three plant families, namely Asteraceae, Fabaceae, and Rosaceae, were subjected to metabolite profiling using gas chromatography time-of-flight mass spectrometry (GC-TOF-MS) and ultrahigh-performance liquid chromatography quadrupole orbitrap ion trap tandem mass spectrometry (UHPLC-Q-orbitrap-MS/MS) as well as multivariate analyses. Partial least squares discriminant analysis (PLS-DA) of the metabolite profiling datasets indicated a distinct clustered pattern for 51 species depending on plant parts (leaves and stems) and relative phylogeny. Examination of their relative metabolite contents showed that the extracts from Fabaceae plants were abundant in amino acids, fatty acids, and genistein compounds. However, the extracts from Rosaceae had higher levels of catechin and ellagic acid derivatives, whereas those from Asteraceae were higher in kaempferol derivatives and organic acids. Regardless of the different families, aromatic amino acids, branch chain amino acids, chlorogenic acid, flavonoids, and phenylpropanoids related to the shikimate pathway were abundant in leaves. Alternatively, certain amino acids (proline, lysine, and arginine) as well as fatty acids levels were higher in stem extracts. Further, we investigated the associated phenotypes, i.e., antioxidant activities, affected by the observed spatial (leaves and stem) and intra-family metabolomic disparity in the plant extracts. Pearson's correlation analysis indicated that ellagic acid, mannitol, catechin, epicatechin, and quercetin derivatives were positively correlated with antioxidant phenotypes, whereas eriodictyol was positively correlated with tyrosinase inhibition activity. CONCLUSIONS: This work suggests that metabolite profiling, including multi-parallel approaches and integrated bioassays, may help the expeditious characterization of plant-derived metabolites while simultaneously unraveling their chemodiversity.


Subject(s)
Metabolome , Plant Extracts/chemistry , Plant Leaves/chemistry , Plant Stems/chemistry , Amino Acids/metabolism , Antioxidants/chemistry , Antioxidants/metabolism , Asteraceae/chemistry , Asteraceae/metabolism , Chromatography, High Pressure Liquid , Chromatography, Liquid , Fabaceae/chemistry , Fabaceae/metabolism , Fatty Acids/metabolism , Flavonoids/chemistry , Flavonoids/metabolism , Gas Chromatography-Mass Spectrometry , Metabolic Networks and Pathways , Metabolomics/methods , Monophenol Monooxygenase/metabolism , Plant Extracts/metabolism , Plant Leaves/metabolism , Plant Stems/metabolism , Rosaceae/chemistry , Rosaceae/metabolism , Tandem Mass Spectrometry
4.
Metabolites ; 9(9)2019 Sep 16.
Article in English | MEDLINE | ID: mdl-31527409

ABSTRACT

Plant species have traditionally been revered for their unparalleled pharmacognostic applications. We outline a non-iterative multi-parallel metabolomic-cum-bioassay-guided methodology toward the functional characterization of ethanol extracts from the Betulaceae family plants (n = 10). We performed mass spectrometry (MS)-based multivariate analyses and bioassay-guided (ABTS antioxidant activity and cytoprotective effects against H2O2-induced cell damage) analyses of SPE fractions. A clearly distinct metabolomic pattern coupled with significantly higher bioactivities was observed for 40% methanol SPE eluate. Further, the 40% SPE eluate was subjected to preparative high-performance liquid chromatography (prep-HPLC) analysis, yielding 72 sub-fractions (1 min-1), with the highest antioxidant activities observed for the 15 min and 31 min sub-fractions. We simultaneously performed hyphenated-MS-based metabolite characterization of bioactive components for both the 40% methanol SPE fraction and its prep-HPLC sub-fraction (15 min and 31 min). Altogether, 19 candidate metabolites were mainly observed to contribute toward the observed bioactivities. In particular, ethyl gallate was mainly observed to affect the antioxidant activities of SPE and prep-HPLC fractions of Alnus firma extracts. We propose an integrated metabolomic-cum-bioassay-guided approach for the expeditious selection and characterization of discriminant metabolites with desired phenotypes or bioactivities.

5.
Molecules ; 23(7)2018 Jul 23.
Article in English | MEDLINE | ID: mdl-30041442

ABSTRACT

Liquid chromatography-mass spectrometry (LC-MS)-based untargeted metabolomics implies that annotated metabolites can serve as potential markers of the associated bioactivities of plant extracts. Firstly, we selected Aphananthe aspera and Zelkova serrata (Family: Ulmaceae) from 16 Korean plant species based on their distinct principal component analysis (PCA) patterns in LC-MS datasets and antioxidant activity assays. Further, we chose 40% solid-phase extraction (SPE) extracts of the two species displaying the highest antioxidant activities coupled with distinct PCA patterns. Examining the metabolite compositions of the 40% SPE extracts, we observed relatively higher abundances of quercetin, kaempferol, and isorhamnetin O-glucosides for A. aspera, whereas quercetin, isorhamnetin O-glucuronides, and procyanidin dimer were relatively higher in Z. serrata. These metabolites were clearly distinguished in pathway map and displayed strong positive correlations with antioxidant activity. Further, we performed preparative high-performance liquid chromatography (prep-HPLC) analysis coupled with the 2,2'-azino-bis (3-ethylbenzothiazoline-6-sulfonic acid) assay to validate their functional correlations. As a result, quercetin O-sophoroside was determined as the main antioxidant in A. aspera, while isorhamnetin O-glucuronide and procyanidin dimer were the primary antioxidants in Z. serrata. The current study suggests that the LC-MS-based untargeted metabolomics strategy can be used to illuminate subtle metabolic disparities as well as compounds associated with bioactivities.


Subject(s)
Antioxidants/chemistry , Antioxidants/pharmacology , Plant Extracts/chemistry , Plant Extracts/pharmacology , Ulmaceae/chemistry , Chromatography, High Pressure Liquid , Chromatography, Liquid , Drug Discovery , Metabolome , Metabolomics/methods , Molecular Structure , Tandem Mass Spectrometry , Ulmaceae/metabolism
6.
PLoS One ; 13(6): e0198739, 2018.
Article in English | MEDLINE | ID: mdl-29879203

ABSTRACT

Plants are an important and inexhaustible source of bioactive molecules in food, medicine, agriculture, and industry. In this study, we performed systematic liquid chromatography-mass spectrometry (LC-MS)-based metabolic profiling coupled with antioxidant assays for indigenous plant family extracts. Partial least-squares discriminant analysis of LC-MS datasets for the extracts of 34 plant species belonging to the families Aceraceae, Asteraceae, and Rosaceae showed that these species were clustered according to their respective phylogenies. In particular, seven Aceraceae species were clearly demarcated with higher average antioxidant activities, rationalizing their application for bioconversion studies. On the basis of further evaluation of the interspecies variability of metabolic profiles and antioxidant activities among Aceraceae family plants, we found that Acer tataricum (TA) extracts were clearly distinguished from those of other species, with a higher relative abundance of tannin derivatives. Further, we detected a strong positive correlation between most tannin derivatives and the observed higher antioxidant activities. Following Aspergillus oryzae-mediated fermentative bioconversion of Acer plant extracts, we observed a time-correlated (0-8 days) linear increase in antioxidant phenotypes for all species, with TA having the highest activity. Temporal analysis of the MS data revealed tannin bioconversion mechanisms with a relatively higher abundance of gallic acid (m/z 169) accumulated at the end of 8 days, particularly in TA. Similarly, quercetin precursor (glycoside) metabolites were also transformed to quercetin aglycones (m/z 301) in most Acer plant extracts. The present study underscores the efficacy of fermentative bioconversion strategies aimed at enhancing the quality and availability of bioactive metabolites from plant extracts.


Subject(s)
Acer/chemistry , Acer/metabolism , Aspergillus oryzae/growth & development , Metabolome , Plant Extracts/chemistry , Antioxidants/chemistry , Antioxidants/metabolism , Chromatography, Liquid , Gallic Acid/chemistry , Gallic Acid/metabolism , Mass Spectrometry , Metabolomics , Quercetin/chemistry , Quercetin/metabolism , Tannins/chemistry , Tannins/metabolism
7.
PLoS One ; 12(11): e0187154, 2017.
Article in English | MEDLINE | ID: mdl-29117187

ABSTRACT

The attenuating effects of green tea supplements (GTS) against the ultraviolet (UV) radiation induced skin damages are distinguished. However, the concomitant effects of GTS on the large intestinal microbiomes and associated metabolomes are largely unclear. Herein, we performed an integrated microbiome-metabolome analysis to uncover the esoteric links between gut microbiome and exo/endogenous metabolome maneuvered in the large intestine of UVB-exposed mice subjected to dietary GTS. In UVB-exposed mice groups (UVB), class Bacilli and order Bifidobacteriales were observed as discriminant taxa with decreased lysophospholipid levels compared to the unexposed mice groups subjected to normal diet (NOR). Conversely, in GTS fed UVB-exposed mice (U+GTS), the gut-microbiome diversity was greatly enhanced with enrichment in the classes, Clostridia and Erysipelotrichia, as well as genera, Allobaculum and Lachnoclostridium. Additionally, the gut endogenous metabolomes changed with an increase in amino acids, fatty acids, lipids, and bile acids contents coupled with a decrease in nucleobases and carbohydrate levels. The altered metabolomes exhibited high correlations with GTS enriched intestinal microflora. Intriguingly, the various conjugates of green tea catechins viz., sulfated, glucuronided, and methylated ones including their exogenous derivatives were detected from large intestinal contents and liver samples. Hence, we conjecture that the metabolic conversions for the molecular components in GTS strongly influenced the gut micro-environment in UVB-exposed mice groups, ergo modulate their gut-microbiome as well as exo/endogenous metabolomes.


Subject(s)
Gastrointestinal Microbiome/radiation effects , Metabolome/radiation effects , Tea/chemistry , Ultraviolet Rays , Animals , Body Weight/radiation effects , Catechin/analysis , Diet , Dietary Supplements , Eating/radiation effects , Female , Gas Chromatography-Mass Spectrometry , Intestine, Large/metabolism , Intestine, Large/microbiology , Intestine, Large/radiation effects , Liver/metabolism , Metabolic Networks and Pathways/radiation effects , Mice
8.
J Agric Food Chem ; 65(41): 9031-9040, 2017 Oct 18.
Article in English | MEDLINE | ID: mdl-28952314

ABSTRACT

Temporal geo-climatic variations are presumably vital determinants of phenotypic traits and quality characteristics of berries manifested through reconfigured metabolomes. We performed an untargeted mass spectrometry (MS)-based metabolomic analysis of blueberry (Vaccinium spp.) and chokeberry (Aronia melanocarpa) sample extracts harvested from different geo-climatic regions in Korea. The multivariate statistical analysis indicated distinct metabolite compositions of berry groups based on different species and regions. The amino acids levels were relatively more abundant in chokeberry than in blueberry, while the sugar contents were comparatively higher in blueberry. However, the metabolite compositions were also dependent on geo-climatic conditions, especially latitude. Notwithstanding the cultivar types, amino acids, and sucrose were relatively more abundant in berries harvested from 35°N and 36°N geo-climatic regions, respectively, characterized by distinct duration of sunshine and rainfall patterns. The present study showed the ability of a metabolomics approach for recapitulating the significance of geo-climatic parameters for quality characterization of commercial berry types.


Subject(s)
Blueberry Plants/chemistry , Fruit/chemistry , Photinia/chemistry , Antioxidants/analysis , Antioxidants/metabolism , Blueberry Plants/growth & development , Blueberry Plants/metabolism , Carbohydrates/analysis , Chromatography, High Pressure Liquid , Environment , Fruit/growth & development , Fruit/metabolism , Mass Spectrometry , Photinia/growth & development , Photinia/metabolism , Plant Extracts/analysis , Plant Extracts/metabolism , Republic of Korea
9.
Mol Nutr Food Res ; 61(8)2017 08.
Article in English | MEDLINE | ID: mdl-28106337

ABSTRACT

SCOPE: The esoteric anti-obesity effects of hyacinth bean (Dolichos lablab L) have largely remained unexplored. Herein, we investigated the anti-obesity mechanisms of hyacinth bean compared to milk thistle, a natural herb employed for ameliorating obesity-related diseases, using high-fat diet (HFD) fed mice towards unfolding the perplexing mechanisms. METHODS AND RESULTS: C57BL/6J mice were orally administered hyacinth bean (25 mg/kg/day) and milk thistle (100 mg/kg/day) for 9 weeks along with HFD. Intriguingly, a number of anti-obesity mechanisms indexed through clinical parameters, suppression in weight gains and liver steatosis were found similar to some disparity. Furthermore, the corresponding metabolic implications were studied through MS-based metabolite profiling, and using the Kyoto Encyclopedia of Genes and Genomes for metabolic pathways revealing that hyacinth bean or milk thistle administration effectively attenuates the HFD-induced lipid, glucose, and bile acid metabolism, with former specifically attenuates pyruvate-derived amino acids metabolism. Among them, valine, asparagine, and lysine displayed high correlation with blood clinical parameters. CONCLUSION: A lower dose of hyacinth bean resulted in similar anti-obesity effects as milk thistle, as confirmed by both clinical and metabolomics analyses. Equivocally, we conjecture that hyacinth bean could be used as a potent anti-obesity herbal functional food.


Subject(s)
Anti-Obesity Agents/pharmacology , Dolichos/chemistry , Obesity/diet therapy , Plant Extracts/pharmacology , Animals , Anti-Obesity Agents/pharmacokinetics , Bile Acids and Salts/metabolism , Diet, High-Fat/adverse effects , Functional Food , Gas Chromatography-Mass Spectrometry , Lipid Metabolism/drug effects , Mice, Inbred C57BL , Silybum marianum/chemistry , Obesity/etiology , Plant Extracts/chemistry
10.
Molecules ; 21(6)2016 Jun 22.
Article in English | MEDLINE | ID: mdl-27338333

ABSTRACT

Ultrahigh pressure (UHP) treatments are non-thermal processing methods that have customarily been employed to enhance the quality and productivity of plant consumables. We aimed to evaluate the effects of UHP treatments on ginseng samples (white ginseng: WG; UHP-treated WG: UWG; red ginseng: RG; UHP-treated RG: URG; ginseng berries: GB; and UHP-treated GB: UGB) using metabolite profiling based on ultrahigh performance liquid chromatography-linear trap quadrupole-ion trap-tandem mass spectrometry (UHPLC-LTQ-IT-MS/MS) and gas chromatography time-of-flight mass spectrometry (GC-TOF-MS). Multivariate data analyses revealed a clear demarcation among the GB and UGB samples, and the phenotypic evaluations correlated the highest antioxidant activities and the total phenolic and flavonoid compositions with the UGB samples. Overall, eight amino acids, seven organic acids, seven sugars and sugar derivatives, two fatty acids, three notoginsenosides, three malonylginsenosides, and three ginsenosides, were identified as significantly discriminant metabolites between the GB and UGB samples, with relatively higher proportions in the latter. Ideally, these metabolites can be used as quality biomarkers for the assessment of ginseng products and our results indicate that UHP treatment likely led to an elevation in the proportions of total extractable metabolites in ginseng samples.


Subject(s)
Antioxidants/metabolism , Ginsenosides/metabolism , Panax/metabolism , Plant Extracts/metabolism , Antioxidants/chemistry , Flavonoids/chemistry , Flavonoids/metabolism , Panax/chemistry , Phenols/chemistry , Plant Extracts/chemistry , Pressure
11.
Plant Cell Rep ; 35(9): 1917-31, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27344340

ABSTRACT

KEY MESSAGE: A multi-parallel approach gauging the mass spectrometry-based metabolite fingerprinting coupled with bioactivity and pathway evaluations could serve as an efficacious tool for inferring plant taxonomic orders. Thirty-four species from three plant families, namely Cornaceae (7), Fabaceae (9), and Rosaceae (18) were subjected to metabolite profiling using gas chromatography-time-of-flight-mass spectrometry (GC-TOF-MS) and ultrahigh performance liquid chromatography-linear trap quadrupole-ion trap-mass spectrometry (UHPLC-LTQ-IT-MS/MS), followed by multivariate analyses to determine the metabolites characteristic of these families. The partial least squares discriminant analysis (PLS-DA) revealed the distinct clustering pattern of metabolites for each family. The pathway analysis further highlighted the relatively higher proportions of flavonols and ellagitannins in the Cornaceae family than in the other two families. Higher levels of phenolic acids and flavan-3-ols were observed among species from the Rosaceae family, while amino acids, flavones, and isoflavones were more abundant among the Fabaceae family members. The antioxidant activities of plant extracts were measured using ABTS, DPPH, and FRAP assays, and indicated that extracts from the Rosaceae family had the highest activity, followed by those from Cornaceae and Fabaceae. The correlation map analysis positively links the proportional concentration of metabolites with their relative antioxidant activities, particularly in Cornaceae and Rosaceae. This work highlights the pre-eminence of the multi-parallel approach involving metabolite profiling and bioactivity evaluations coupled with metabolic pathways as an efficient methodology for the evaluation of plant phylogenies.


Subject(s)
Cornaceae/metabolism , Fabaceae/metabolism , Metabolic Networks and Pathways , Metabolomics/methods , Rosaceae/metabolism , Antioxidants/metabolism , Discriminant Analysis , Least-Squares Analysis , Metabolome , Secondary Metabolism , Species Specificity
12.
Molecules ; 21(2): 149, 2016 Jan 26.
Article in English | MEDLINE | ID: mdl-26821009

ABSTRACT

The study was aimed at exploring the curative effects of Rubus coreanus (RC) vinegar against postmenopausal osteoporosis by using ovariectomized rats as a model. The investigations were performed in five groups: sham, ovariectomized (OVX) rats without treatment, low-dose RC vinegar (LRV)-treated OVX rats, high-dose RC vinegar (HRV)-treated OVX rats and alendronate (ALEN)-treated OVX rats. The efficacy of RC vinegar was evaluated using physical, biochemical, histological and metabolomic parameters. Compared to the OVX rats, the LRV and HRV groups showed positive effects on the aforementioned parameters, indicating estrogen regulation. Plasma metabolome analysis of the groups using gas chromatography-time of flight mass spectrometry (GC-TOF-MS) and ultra-performance liquid chromatography quadrupole-TOF-MS (UPLC-Q-TOF-MS) with multivariate analysis revealed 19 and 16 metabolites, respectively. Notably, the levels of butyric acid, phenylalanine, glucose, tryptophan and some lysophosphatidylcholines were marginally increased in RC vinegar-treated groups compared to OVX. However, the pattern of metabolite levels in RC vinegar-treated groups was found similar to ALEN, but differed significantly from that in sham group. The results highlight the prophylactic and curative potential of dietary vinegar against postmenopausal osteoporosis. RC vinegar could be an effective natural alternative for the prevention of postmenopausal osteoporosis.


Subject(s)
Acetic Acid/administration & dosage , Metabolome/drug effects , Osteoporosis, Postmenopausal/drug therapy , Osteoporosis, Postmenopausal/metabolism , Rubus/chemistry , Acetic Acid/pharmacology , Alendronate/administration & dosage , Animals , Disease Models, Animal , Dose-Response Relationship, Drug , Female , Gas Chromatography-Mass Spectrometry , Humans , Osteoporosis, Postmenopausal/pathology , Ovariectomy/adverse effects , Plant Extracts/administration & dosage , Plant Extracts/pharmacology , Rats
13.
FEMS Microbiol Lett ; 347(1): 7-13, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23841458

ABSTRACT

Swainsonine is a polyhydroxy indolizidine alkaloid with various research and potential therapeutic applications. In this work, swainsonine was partially purified (2.5-folds) with acetone-methanol solvent system from Metarhizium anisopliae fermentation broth. The partially purified broth was further subjected to mass-directed preparative-cum-quantitative analysis. Swainsonine was eluted as MS1 fraction [M + H](+) 174.36 ± 0.21 at 4.91 ± 0.04 min with calculated yield of 7.85 ± 1.59 µg mL(-1) corresponding to 3.74 × 10(5) counts. In situ antiproliferative activity of standard and purified swainsonine fractions was tested against Spodoptera frugiperda, Sf-21 cell line with IC50 values of 2.96 µM and 3.28 µM, respectively, at 36 h. This analytical procedure for purification and quantitative analysis of swainsonine may ensure its suitability for routine laboratory studies and research.


Subject(s)
Antineoplastic Agents, Phytogenic , Cell Proliferation/drug effects , Swainsonine , Analysis of Variance , Animals , Antineoplastic Agents, Phytogenic/chemistry , Antineoplastic Agents, Phytogenic/isolation & purification , Antineoplastic Agents, Phytogenic/pharmacology , Chromatography, Liquid , Inhibitory Concentration 50 , Limit of Detection , Mass Spectrometry , Metarhizium/chemistry , Plant Extracts/chemistry , Reproducibility of Results , Sf9 Cells , Spodoptera , Swainsonine/chemistry , Swainsonine/isolation & purification , Swainsonine/pharmacology
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