1
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Miyaue N, Yamamoto H, Liu S, Ito Y, Yamanishi Y, Ando R, Suzuki Y, Mogi M, Nagai M. Association of Enterococcus faecalis and tyrosine decarboxylase gene levels with levodopa pharmacokinetics in Parkinson's disease. NPJ Parkinsons Dis 2025; 11:49. [PMID: 40102479 PMCID: PMC11920041 DOI: 10.1038/s41531-025-00903-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Accepted: 03/06/2025] [Indexed: 03/20/2025] Open
Abstract
Multiple factors affect the absorption of orally administered levodopa, the gold standard for the treatment of Parkinson's disease (PD). Enterococcus faecalis (E. faecalis) expresses the enzyme tyrosine decarboxylase (tyrDC), which metabolizes levodopa into dopamine and thereby may influence its absorption in patients with PD. This study investigated the association between fecal E. faecalis and tyrDC gene levels and the pharmacokinetics of orally administered levodopa in 21 patients with PD. Our results revealed a significant association between elevated fecal levels of E. faecalis and tyrDC gene levels and reduced peak plasma levodopa concentrations. Additionally, among patients receiving levodopa-carbidopa intestinal gel treatment, strong positive correlations were observed between E. faecalis and tyrDC gene levels in fecal samples and those from the tip of the jejunal tube. Further prospective studies are required to explore the potential role of gut microbiota as a therapeutic target in patients with PD.
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Affiliation(s)
- Noriyuki Miyaue
- Department of Clinical Pharmacology and Therapeutics, Ehime University Graduate School of Medicine, Toon, Ehime, Japan.
| | - Haruto Yamamoto
- Department of Clinical Pharmacology and Therapeutics, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Shuang Liu
- Department of Pharmacology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Yuko Ito
- Department of Clinical Pharmacology and Therapeutics, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Yuki Yamanishi
- Department of Clinical Pharmacology and Therapeutics, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Rina Ando
- Department of Clinical Pharmacology and Therapeutics, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Yasuyuki Suzuki
- Department of Pharmacology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
- Department of Anesthesiology, Saiseikai Matsuyama Hospital, Matsuyama, Ehime, Japan
- Research Division, Saiseikai Research Institute of Health Care and Welfare, Tokyo, Japan
| | - Masaki Mogi
- Department of Pharmacology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Masahiro Nagai
- Department of Clinical Pharmacology and Therapeutics, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
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2
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Luaces P, Sánchez R, Expósito J, Pérez-Pulido AJ, Pérez AG, Sanz C. Functional and Physiological Characterization of Tyrosine Decarboxylases from Olea europaea L. Involved in the Synthesis of the Main Phenolics in Olive Fruit and Virgin Olive Oil. Int J Mol Sci 2024; 25:10892. [PMID: 39456675 PMCID: PMC11507401 DOI: 10.3390/ijms252010892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 10/03/2024] [Accepted: 10/07/2024] [Indexed: 10/28/2024] Open
Abstract
The phenolic composition of virgin olive oil (VOO) primarily depends on the phenolic content of the olive fruit. The purpose of this work was to characterize the first metabolic step in the synthesis of tyrosol (Ty) and hydroxytyrosol (HTy), whose derivatives are by far the predominant phenolics in both olive fruit and VOO. To this end, two genes encoding tyrosine/DOPA decarboxylase enzymes, OeTDC1 and OeTDC2, have been identified and functionally and physiologically characterized. Both olive TDC proteins exclusively accept aromatic amino acids with phenolic side chains, such as tyrosine and 3,4-dihydroxyphenylalanine (DOPA), as substrates to produce tyramine and dopamine, respectively. These proteins exhibited a higher affinity for DOPA than for tyrosine, and the catalytic efficiency of both proteins was greater when DOPA was used as a substrate. Both olive TDC genes showed a fairly similar expression profile during olive fruit ontogeny, with OeTDC1 consistently expressed at higher levels than OeTDC2. Expression was particularly intense during the first few weeks after fruit set, coinciding with the active accumulation of Ty and HTy derivatives. The data suggest that both olive TDCs are responsible for the initial step in the synthesis of the most important phenolics, both quantitatively and functionally, in VOO.
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Affiliation(s)
- Pilar Luaces
- Department of Biochemistry and Molecular Biology of Plant Products, Instituto de la Grasa, Spanish National Research Council (CSIC), 41013 Seville, Spain; (P.L.); (R.S.); (J.E.)
| | - Rosario Sánchez
- Department of Biochemistry and Molecular Biology of Plant Products, Instituto de la Grasa, Spanish National Research Council (CSIC), 41013 Seville, Spain; (P.L.); (R.S.); (J.E.)
| | - Jesús Expósito
- Department of Biochemistry and Molecular Biology of Plant Products, Instituto de la Grasa, Spanish National Research Council (CSIC), 41013 Seville, Spain; (P.L.); (R.S.); (J.E.)
| | - Antonio J. Pérez-Pulido
- Andalusian Centre for Developmental Biology (CABD, UPO-CSIC-JA), Faculty of Experimental Sciences (Genetics Area), University Pablo de Olavide, 41013 Seville, Spain;
| | - Ana G. Pérez
- Department of Biochemistry and Molecular Biology of Plant Products, Instituto de la Grasa, Spanish National Research Council (CSIC), 41013 Seville, Spain; (P.L.); (R.S.); (J.E.)
| | - Carlos Sanz
- Department of Biochemistry and Molecular Biology of Plant Products, Instituto de la Grasa, Spanish National Research Council (CSIC), 41013 Seville, Spain; (P.L.); (R.S.); (J.E.)
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3
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Ferreira S, Balola A, Sveshnikova A, Hatzimanikatis V, Vilaça P, Maia P, Carreira R, Stoney R, Carbonell P, Souza CS, Correia J, Lousa D, Soares CM, Rocha I. Computer-aided design and implementation of efficient biosynthetic pathways to produce high added-value products derived from tyrosine in Escherichia coli. Front Bioeng Biotechnol 2024; 12:1360740. [PMID: 38978715 PMCID: PMC11228882 DOI: 10.3389/fbioe.2024.1360740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 06/03/2024] [Indexed: 07/10/2024] Open
Abstract
Developing efficient bioprocesses requires selecting the best biosynthetic pathways, which can be challenging and time-consuming due to the vast amount of data available in databases and literature. The extension of the shikimate pathway for the biosynthesis of commercially attractive molecules often involves promiscuous enzymes or lacks well-established routes. To address these challenges, we developed a computational workflow integrating enumeration/retrosynthesis algorithms, a toolbox for pathway analysis, enzyme selection tools, and a gene discovery pipeline, supported by manual curation and literature review. Our focus has been on implementing biosynthetic pathways for tyrosine-derived compounds, specifically L-3,4-dihydroxyphenylalanine (L-DOPA) and dopamine, with significant applications in health and nutrition. We selected one pathway to produce L-DOPA and two different pathways for dopamine-one already described in the literature and a novel pathway. Our goal was either to identify the most suitable gene candidates for expression in Escherichia coli for the known pathways or to discover innovative pathways. Although not all implemented pathways resulted in the accumulation of target compounds, in our shake-flask experiments we achieved a maximum L-DOPA titer of 0.71 g/L and dopamine titers of 0.29 and 0.21 g/L for known and novel pathways, respectively. In the case of L-DOPA, we utilized, for the first time, a mutant version of tyrosinase from Ralstonia solanacearum. Production of dopamine via the known biosynthesis route was accomplished by coupling the L-DOPA pathway with the expression of DOPA decarboxylase from Pseudomonas putida, resulting in a unique biosynthetic pathway never reported in literature before. In the context of the novel pathway, dopamine was produced using tyramine as the intermediate compound. To achieve this, tyrosine was initially converted into tyramine by expressing TDC from Levilactobacillus brevis, which, in turn, was converted into dopamine through the action of the enzyme encoded by ppoMP from Mucuna pruriens. This marks the first time that an alternative biosynthetic pathway for dopamine has been validated in microbes. These findings underscore the effectiveness of our computational workflow in facilitating pathway enumeration and selection, offering the potential to uncover novel biosynthetic routes, thus paving the way for other target compounds of biotechnological interest.
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Affiliation(s)
- Sofia Ferreira
- Systems and Synthetic Biology Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
| | - Alexandra Balola
- Systems and Synthetic Biology Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
| | - Anastasia Sveshnikova
- Laboratory of Computational Systems Biotechnology, École Polytechnique Fédérale de Lausanne, EPFL, Lausanne, Switzerland
| | - Vassily Hatzimanikatis
- Laboratory of Computational Systems Biotechnology, École Polytechnique Fédérale de Lausanne, EPFL, Lausanne, Switzerland
| | - Paulo Vilaça
- SilicoLife-Computational Biology Solutions for the Life Sciences, Braga, Portugal
| | - Paulo Maia
- SilicoLife-Computational Biology Solutions for the Life Sciences, Braga, Portugal
| | - Rafael Carreira
- SilicoLife-Computational Biology Solutions for the Life Sciences, Braga, Portugal
| | - Ruth Stoney
- Manchester Institute of Biotechnology, School of Chemistry, Faculty of Science and Engineering, University of Manchester, Manchester, United Kingdom
| | - Pablo Carbonell
- Institute of Industrial Control Systems and Computing (AI2), Universitat Politècnica de València (UPV), Valencia, Spain
- Institute for Integrative Systems Biology I2SysBio, Universitat de València-CSIC: Consejo Superior de Investigaciones Científicas, Paterna, Spain
| | - Caio Silva Souza
- Protein Modelling Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
| | - João Correia
- Protein Modelling Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
| | - Diana Lousa
- Protein Modelling Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
| | - Cláudio M Soares
- Protein Modelling Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
| | - Isabel Rocha
- Systems and Synthetic Biology Laboratory, ITQB Nova-Instituto de Tecnologia Química e Biológica António Xavier, Oeiras, Portugal
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Martinelli F, Thiele I. Microbial metabolism marvels: a comprehensive review of microbial drug transformation capabilities. Gut Microbes 2024; 16:2387400. [PMID: 39150897 PMCID: PMC11332652 DOI: 10.1080/19490976.2024.2387400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 07/22/2024] [Accepted: 07/25/2024] [Indexed: 08/18/2024] Open
Abstract
This comprehensive review elucidates the pivotal role of microbes in drug metabolism, synthesizing insights from an exhaustive analysis of over two hundred papers. Employing a structural classification system grounded in drug atom involvement, the review categorizes the microbiome-mediated drug-metabolizing capabilities of over 80 drugs. Additionally, it compiles pharmacodynamic and enzymatic details related to these reactions, striving to include information on encoding genes and specific involved microorganisms. Bridging biochemistry, pharmacology, genetics, and microbiology, this review not only serves to consolidate diverse research fields but also highlights the potential impact of microbial drug metabolism on future drug design and in silico studies. With a visionary outlook, it also lays the groundwork for personalized medicine interventions, emphasizing the importance of interdisciplinary collaboration for advancing drug development and enhancing therapeutic strategies.
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Affiliation(s)
- Filippo Martinelli
- School of Medicine, University of Galway, Galway, Ireland
- Digital Metabolic Twin Centre, University of Galway, Galway, Ireland
- The Ryan Institute, University of Galway, Galway, Ireland
| | - Ines Thiele
- School of Medicine, University of Galway, Galway, Ireland
- Digital Metabolic Twin Centre, University of Galway, Galway, Ireland
- The Ryan Institute, University of Galway, Galway, Ireland
- School of Microbiology, University of Galway, Galway, Ireland
- APC Microbiome Ireland, Cork, Ireland
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5
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Malwe AS, Sharma VK. Application of artificial intelligence approaches to predict the metabolism of xenobiotic molecules by human gut microbiome. Front Microbiol 2023; 14:1254073. [PMID: 38116528 PMCID: PMC10728657 DOI: 10.3389/fmicb.2023.1254073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/12/2023] [Indexed: 12/21/2023] Open
Abstract
A highly complex, diverse, and dense community of more than 1,000 different gut bacterial species constitutes the human gut microbiome that harbours vast metabolic capabilities encoded by more than 300,000 bacterial enzymes to metabolise complex polysaccharides, orally administered drugs/xenobiotics, nutraceuticals, or prebiotics. One of the implications of gut microbiome mediated biotransformation is the metabolism of xenobiotics such as medicinal drugs, which lead to alteration in their pharmacological properties, loss of drug efficacy, bioavailability, may generate toxic byproducts and sometimes also help in conversion of a prodrug into its active metabolite. Given the diversity of gut microbiome and the complex interplay of the metabolic enzymes and their diverse substrates, the traditional experimental methods have limited ability to identify the gut bacterial species involved in such biotransformation, and to study the bacterial species-metabolite interactions in gut. In this scenario, computational approaches such as machine learning-based tools presents unprecedented opportunities and ability to predict the gut bacteria and enzymes that can potentially metabolise a candidate drug. Here, we have reviewed the need to identify the gut microbiome-based metabolism of xenobiotics and have provided comprehensive information on the available methods, tools, and databases to address it along with their scope and limitations.
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Affiliation(s)
| | - Vineet K. Sharma
- MetaBioSys Lab, Department of Biological Sciences, Indian Institute of Science Education and Research, Bhopal, India
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6
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Kleine Bardenhorst S, Cereda E, Severgnini M, Barichella M, Pezzoli G, Keshavarzian A, Desideri A, Pietrucci D, Aho VTE, Scheperjans F, Hildebrand F, Weis S, Egert M, Karch A, Vital M, Rübsamen N. Gut microbiota dysbiosis in Parkinson disease: A systematic review and pooled analysis. Eur J Neurol 2023; 30:3581-3594. [PMID: 36593694 DOI: 10.1111/ene.15671] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 11/04/2022] [Accepted: 12/07/2022] [Indexed: 01/04/2023]
Abstract
BACKGROUND AND PURPOSE The role of the gut microbiome in the pathogenesis of Parkinson disease (PD) is under intense investigation, and the results presented are still very heterogeneous. These discrepancies arise not only from the highly heterogeneous pathology of PD, but also from widely varying methodologies at all stages of the workflow, from sampling to final statistical analysis. The aim of the present work is to harmonize the workflow across studies to reduce the methodological heterogeneity and to perform a pooled analysis to account for other sources of heterogeneity. METHODS We performed a systematic review to identify studies comparing the gut microbiota of PD patients to healthy controls. A workflow was designed to harmonize processing across all studies from bioinformatics processing to final statistical analysis using a Bayesian random-effects meta-analysis based on individual patient-level data. RESULTS The results show that harmonizing workflows minimizes differences between statistical methods and reveals only a small set of taxa being associated with the pathogenesis of PD. Increased shares of the genera Akkermansia and Bifidobacterium and decreased shares of the genera Roseburia and Faecalibacterium were most characteristic for PD-associated microbiota. CONCLUSIONS Our study summarizes evidence that reduced levels of butyrate-producing taxa in combination with possible degradation of the mucus layer by Akkermansia may promote intestinal inflammation and reduced permeability of the gut mucosal layer. This may allow potentially pathogenic metabolites to transit and enter the enteric nervous system.
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Affiliation(s)
| | - Emanuele Cereda
- Clinical Nutrition and Dietetics Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Marco Severgnini
- Institute of Biomedical Technologies, Italian National Research Council, Milan, Italy
| | | | - Gianni Pezzoli
- Parkinson Institute, ASST-Pini-CTO, Milan, Italy
- Fondazione Grigioni per il Morbo di Parkinson, Milan, Italy
| | - Ali Keshavarzian
- Rush Center for Integrated Microbiome & Chronobiology Research, Chicago, Illinois, USA
- Departments of Medicine, Physiology, Anatomy, and Cell Biology, Rush University, Chicago, Illinois, USA
| | | | - Daniele Pietrucci
- Department for Innovation in Biological, Agro-food, and Forest Systems, University of Tuscia, Viterbo, Italy
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, IBIOM, Italian National Research Council, Bari, Italy
| | - Velma T E Aho
- DNA Sequencing and Genomics Laboratory, Institute of Biotechnology, University of Helsinki, Helsinki, Finland
- Department of Neurology, Helsinki University Hospital, and Clinicum, University of Helsinki, Helsinki, Finland
| | - Filip Scheperjans
- Department of Neurology, Helsinki University Hospital, and Clinicum, University of Helsinki, Helsinki, Finland
| | | | - Severin Weis
- Microbiology and Hygiene Group, Institute of Precision Medicine, Furtwangen University, Furtwangen, Germany
| | - Markus Egert
- Microbiology and Hygiene Group, Institute of Precision Medicine, Furtwangen University, Furtwangen, Germany
| | - André Karch
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
| | - Marius Vital
- Institute for Medical Microbiology and Hospital Epidemiology, Hannover Medical School, Hannover, Germany
| | - Nicole Rübsamen
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Germany
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Nguyen VH, Wemheuer B, Song W, Bennett H, Webster N, Thomas T. Identification, classification, and functional characterization of novel sponge-associated acidimicrobiial species. Syst Appl Microbiol 2023; 46:126426. [PMID: 37141831 DOI: 10.1016/j.syapm.2023.126426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 04/11/2023] [Accepted: 04/23/2023] [Indexed: 05/06/2023]
Abstract
Sponges are known to harbour an exceptional diversity of uncultured microorganisms, including members of the phylum Actinobacteriota. While members of the actinobacteriotal class Actinomycetia have been studied intensively due to their potential for secondary metabolite production, the sister class of Acidimicrobiia is often more abundant in sponges. However, the taxonomy, functions, and ecological roles of sponge-associated Acidimicrobiia are largely unknown. Here, we reconstructed and characterized 22 metagenome-assembled genomes (MAGs) of Acidimicrobiia from three sponge species. These MAGs represented six novel species, belonging to five genera, four families, and two orders, which are all uncharacterized (except the order Acidimicrobiales) and for which we propose nomenclature. These six uncultured species have either only been found in sponges and/or corals and have varying degrees of specificity to their host species. Functional gene profiling indicated that these six species shared a similar potential to non-symbiotic Acidimicrobiia with respect to amino acid biosynthesis and utilization of sulfur compounds. However, sponge-associated Acidimicrobiia differed from their non-symbiotic counterparts by relying predominantly on organic rather than inorganic sources of energy, and their predicted capacity to synthesise bioactive compounds or their precursors implicated in host defence. Additionally, the species possess the genetic capacity to degrade aromatic compounds that are frequently found in sponges. The novel Acidimicrobiia may also potentially mediate host development by modulating Hedgehog signalling and by the production of serotonin, which can affect host body contractions and digestion. These results highlight unique genomic and metabolic features of six new acidimicrobiial species that potentially support a sponge-associated lifestyle.
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Affiliation(s)
- Viet Hung Nguyen
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Bernd Wemheuer
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Weizhi Song
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia
| | - Holly Bennett
- Australian Institute of Marine Science, Townsville, Queensland, Australia
| | - Nicole Webster
- Australian Institute of Marine Science, Townsville, Queensland, Australia; Australian Antarctic Division, Hobart, Tasmania, Australia
| | - Torsten Thomas
- Centre for Marine Science and Innovation, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, New South Wales, Australia.
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8
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Zhang C, Zhang J, Xin X, Niu H, Liao X, Liu D. Reduced formation of biogenic amines in low-salt Zhacai via fermentation under CO 2-modified atmosphere. Food Res Int 2023; 163:112256. [PMID: 36596167 DOI: 10.1016/j.foodres.2022.112256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/25/2022] [Accepted: 11/27/2022] [Indexed: 12/03/2022]
Abstract
Reducing sodium salt content in traditional fermented vegetables and developing low-salt fermented products have attracted increasing attention.However, low-salt fermented vegetables are prone to accumulate toxic biogenic amines (BAs) caused by the undesirable metabolism of spoilage microorganisms. This study aimed to investigate the impact of a CO2-modified atmosphere (MA) approach to the fermentation of low-salt Zhacai and the accumulation of BAs. The results show CO2-MA effectively suppressed the production of excessive BAs in low-salt Zhacai, as evidenced by a decrease in the total BA content from 63.66 to 161.41 mg/ kg under natural air conditions to 1.88-24.76 mg/ kg under CO2-MA. Overall, the mechanism of hindering BA formation was closely related to the change in the microbial community and the downregulation of BA-producing enzymes. Lactic acid bacteria, including Lactiplantibacillus plantarum, Weissella spp., and Pediococcus spp., were enriched under CO2-MA, whereas amine-producing microorganisms (e.g., Halomonas spp., Psychrobacter spp., Corynebacterium spp., and Levilactobacillus brevis) were greatly inhibited. Moreover, metagenomic analysis revealed that genes encoding amino acid decarboxylase, amine deiminase, and amine synthase were downregulated, which could be the fundamental reason for BA reduction. This study provides an alternative method for reducing BA production in fermented food.
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Affiliation(s)
- Chengcheng Zhang
- Food Science Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, PR China; Key Laboratory of Postharvest Preservation and Processing of Vegetables (Co-construction by Ministry and Province), Ministry of Agriculture and Rural Affairs, Hangzhou 310021, PR China
| | - Jianming Zhang
- Food Science Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, PR China
| | - Xiaoting Xin
- Food Science Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, PR China
| | - Haiyue Niu
- Food Science Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, PR China
| | - Xiaojun Liao
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, PR China.
| | - Daqun Liu
- Food Science Institute, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, PR China; Key Laboratory of Postharvest Preservation and Processing of Vegetables (Co-construction by Ministry and Province), Ministry of Agriculture and Rural Affairs, Hangzhou 310021, PR China; College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, PR China.
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9
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Ruigrok RAAA, Weersma RK, Vich Vila A. The emerging role of the small intestinal microbiota in human health and disease. Gut Microbes 2023; 15:2201155. [PMID: 37074215 PMCID: PMC10120449 DOI: 10.1080/19490976.2023.2201155] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Accepted: 04/03/2023] [Indexed: 04/20/2023] Open
Abstract
The human gut microbiota continues to demonstrate its importance in human health and disease, largely owing to the countless number of studies investigating the fecal microbiota. Underrepresented in these studies, however, is the role played by microbial communities found in the small intestine, which, given the essential function of the small intestine in nutrient absorption, host metabolism, and immunity, is likely highly relevant. This review provides an overview of the methods used to study the microbiota composition and dynamics along different sections of the small intestine. Furthermore, it explores the role of the microbiota in facilitating the small intestine in its physiological functions and discusses how disruption of the microbial equilibrium can influence disease development. The evidence suggests that the small intestinal microbiota is an important regulator of human health and its characterization has the potential to greatly advance gut microbiome research and the development of novel disease diagnostics and therapeutics.
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Affiliation(s)
- Renate A. A. A. Ruigrok
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, The Netherlands
- Department of Genetics, University Medical Centre Groningen, Groningen, The Netherlands
| | - Rinse K. Weersma
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, The Netherlands
| | - Arnau Vich Vila
- Department of Gastroenterology and Hepatology, University Medical Centre Groningen, Groningen, The Netherlands
- Department of Genetics, University Medical Centre Groningen, Groningen, The Netherlands
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10
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Gianolio S, Roura Padrosa D, Paradisi F. Combined chemoenzymatic strategy for sustainable continuous synthesis of the natural product hordenine. GREEN CHEMISTRY : AN INTERNATIONAL JOURNAL AND GREEN CHEMISTRY RESOURCE : GC 2022; 24:8434-8440. [PMID: 36353210 PMCID: PMC9621339 DOI: 10.1039/d2gc02767d] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 10/06/2022] [Indexed: 06/16/2023]
Abstract
To improve sustainability, safety and cost-efficiency of synthetic methodologies, biocatalysis can be a helpful ally. In this work, a novel chemoenzymatic stategy ensures the rapid synthesis of hordenine, a valuable phenolic phytochemical under mild working conditions. In a two-step cascade, the immobilized tyrosine decarboxylase from Lactobacillus brevis (LbTDC) is here coupled with the chemical reductive amination of tyramine. Starting from the abundant and cost-effective amino acid l-tyrosine, the complete conversion to hordenine is achieved in less than 5 minutes residence time in a fully-automated continuous flow system. Compared to the metal-catalyzed N,N-dimethylation of tyramine, this biocatalytic approach reduces the process environmental impact and improves its STY to 2.68 g L-1 h-1.
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Affiliation(s)
- Stefania Gianolio
- Department of Chemistry, Biochemistry and Pharmacology, University of Bern Freistrasse 3 Bern Switzerland
| | - David Roura Padrosa
- Department of Chemistry, Biochemistry and Pharmacology, University of Bern Freistrasse 3 Bern Switzerland
| | - Francesca Paradisi
- Department of Chemistry, Biochemistry and Pharmacology, University of Bern Freistrasse 3 Bern Switzerland
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11
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Bai Y, Jia P, Zhao Y, Yang L, Wang X, Wang X, Wang J, Zhong N, Deng H, Du L, Fang J, Xue Y, Chen Y, Gao S, Feng Y, Yan Y, Xiong T, Liu J, Sun Y, Xie J, He X, An X, Liu P, Xu J, Qin F, Meng X, Yin Q, Yang Q, Gao R, Gao X, Luo K, Li Q, Wang X, Liang J, Yang P, Zhang Y, Liao S, Wang S, Zhao X, Xiao C, Yu J, Liu Q, Wang R, Peng N, Wang X, Guo J, Li X, Liu H, Bai Y, Li Z, Zhang Y, Nan Y, Zhang Q, Zhang X, Lei J, Alberts E, de Man A, Kim HK, Hsu SJ, Jia YS, Riener J, Zheng J, Zhang W, Zheng X, Cai Y, Wang M, Fan TP, Zheng X. Discovery and therapeutic implications of bioactive dihydroxylated phenolic acids in patients with severe heart disease and conditions associated with inflammation and hypoxia. Pharmacol Res 2022; 185:106458. [PMID: 36152740 DOI: 10.1016/j.phrs.2022.106458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 09/16/2022] [Accepted: 09/18/2022] [Indexed: 11/26/2022]
Abstract
Our initial studies detected elevated levels of 3,4-dihydroxyphenyllactic acid (DHPLA) in urine samples of patients with severe heart disease when compared with healthy subjects. Given the reported anti-inflammatory properties of DHPLA and related dihydroxylated phenolic acids (DPAs), we embarked on an exploratory multi-centre investigation in patients with no urinary tract infections to establish the possible pathophysiological significance and therapeutic implications of these findings. Chinese and Caucasian patients being treated for severe heart disease or those conditions associated with inflammation (WBC ≥ 10×109/L or hsCRP ≥ 3.0mg/L) and/or hypoxia (PaO2 ≤ 75mmHg) were enrolled; their urine samples were analyzed by HPLC, HPLC-MS, GC-MS and biotransformation assays. DHPLA was detected in urine samples of patients, but undetectable in healthy volunteers. Dynamic monitoring of inpatients undergoing treatment showed their DHPLA levels declined in proportion to their clinical improvement. In DHPLA-positive patients' fecal samples, Proteus vulgaris and P. mirabilis were more abundant than healthy volunteers. In culture, these gut bacteria were capable of reversible interconversion between DOPA and DHPLA. Furthermore, porcine and rodent organs were able to metabolize DOPA to DHPLA and related phenolic acids. The elevated levels of DHPLA in these patients suggest bioactive DPAs are generated de novo as part of a human's defense mechanism against disease. Because DHPLA isolated from Radix Salvia miltiorrhizae has a multitude of pharmacological activities, these data underpin the scientific basis of this medicinal plant's ethnopharmacological applications as well as highlighting the therapeutic potential of endogenous, natural or synthetic DPAs and their derivatives in humans.
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Affiliation(s)
- Yajun Bai
- Northwest University, Xi'an 710069, China
| | - Pu Jia
- Northwest University, Xi'an 710069, China
| | - Ye Zhao
- Northwest University, Xi'an 710069, China
| | | | | | - Xue Wang
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | - Jing Wang
- Northwest University, Xi'an 710069, China
| | - Ni'er Zhong
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | - Huaxiang Deng
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Linxiang Du
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | | | - Yanbo Xue
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | | | - Shuomo Gao
- Northwest University, Xi'an 710069, China
| | - Ying Feng
- Northwest University, Xi'an 710069, China
| | - Yi Yan
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Tianzheng Xiong
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Jinbin Liu
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Ying Sun
- Northwest University, Xi'an 710069, China
| | - Jing Xie
- Northwest University, Xi'an 710069, China
| | - Xirui He
- Northwest University, Xi'an 710069, China
| | - Xuexia An
- Northwest University, Xi'an 710069, China
| | - Pei Liu
- Northwest University, Xi'an 710069, China
| | - Jinjin Xu
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | | | - Xue Meng
- Northwest University, Xi'an 710069, China
| | - Qian Yin
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China; Institute of Vascular Medicine, Peking University, Third Hospital and Key Laboratory of Molecular Cardiovascular Sciences, Ministry of Education, Beijing 100083, China
| | - Qiuxiang Yang
- Northwest University, Xi'an 710069, China; Institute of Vascular Medicine, Peking University, Third Hospital and Key Laboratory of Molecular Cardiovascular Sciences, Ministry of Education, Beijing 100083, China
| | - Rong Gao
- Northwest University, Xi'an 710069, China
| | | | - Kai Luo
- Northwest University, Xi'an 710069, China
| | - Qiannan Li
- Northwest University, Xi'an 710069, China
| | - Xing Wang
- Northwest University, Xi'an 710069, China
| | - Jing Liang
- Northwest University, Xi'an 710069, China
| | - Puye Yang
- Department of Infectious Diseases, Xi'an North Hospital, Xi'an 710043, China
| | | | - Sha Liao
- Northwest University, Xi'an 710069, China; Department of Pharmacology, University of Cambridge, Cambridge CB2 1PD, UK
| | | | | | | | - Jie Yu
- Northwest University, Xi'an 710069, China
| | - Qinshe Liu
- Shaanxi Provincial People's Hospital, Xi'an 710068, China
| | - Rui Wang
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | - Ning Peng
- Shaanxi Provincial People's Hospital, Xi'an 710068, China
| | - Xiaowen Wang
- Shaanxi Provincial People's Hospital, Xi'an 710068, China
| | - Jianbo Guo
- Shaanxi Institute for Food and Drug Control, Xi'an 710065, China
| | - Xia Li
- Shaanxi Institute for Food and Drug Control, Xi'an 710065, China
| | - Haijing Liu
- Shaanxi Institute for Food and Drug Control, Xi'an 710065, China
| | - Yan Bai
- School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China; Department of Pharmacology, University of Cambridge, Cambridge CB2 1PD, UK
| | - Zijian Li
- Institute of Vascular Medicine, Peking University, Third Hospital and Key Laboratory of Molecular Cardiovascular Sciences, Ministry of Education, Beijing 100083, China
| | - Youyi Zhang
- Institute of Vascular Medicine, Peking University, Third Hospital and Key Laboratory of Molecular Cardiovascular Sciences, Ministry of Education, Beijing 100083, China
| | - Yefei Nan
- College of Chemistry and Chemical Engineering, Xi'an Shiyou University, Xi'an 710065, China; Northwest University, Xi'an 710069, China
| | - Qunzheng Zhang
- College of Chemistry and Chemical Engineering, Xi'an Shiyou University, Xi'an 710065, China
| | - Xunli Zhang
- Faculty of Engineering and the Environment, University of Southampton, Southampton SO17 1BJ, U.K
| | - Jin'e Lei
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | - Erna Alberts
- Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Cardiovascular Sciences (ACS), Amsterdam Infection and Immunity Institute (AI&II), Amsterdam University Medical Centers, Location VUmc, De Boelelaan 1117, 1081, HV, Amsterdam, the Netherlands
| | - Angélique de Man
- Department of Intensive Care Medicine, Research VUmc Intensive Care (REVIVE), Amsterdam Cardiovascular Sciences (ACS), Amsterdam Infection and Immunity Institute (AI&II), Amsterdam University Medical Centers, Location VUmc, De Boelelaan 1117, 1081, HV, Amsterdam, the Netherlands
| | - Hye Kyong Kim
- Plant Science and Natural Products, Institute of Biology Leiden, Leiden University, Sylviusweg 72, 2333BE Leiden, the Netherlands
| | - Su-Jung Hsu
- Plant Science and Natural Products, Institute of Biology Leiden, Leiden University, Sylviusweg 72, 2333BE Leiden, the Netherlands
| | - Yu Sheng Jia
- Leiden University-European Center for Chinese Medicine and Natural Compounds, Institute of Biology, Leiden University, Sylviusweg 72, 2333BE, Leiden, the Netherlands
| | - Joerg Riener
- Agilent Technologies, Hewlett-Packard-Strasse 8, 76337 Waldbronn, Germany
| | | | - Wanbin Zhang
- School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xiaopu Zheng
- First Affiliated Hospital of Medical College, Xi'an Jiaotong University, Xi'an 710061, China
| | - Yujie Cai
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Mei Wang
- Leiden University-European Center for Chinese Medicine and Natural Compounds, Institute of Biology, Leiden University, Sylviusweg 72, 2333BE, Leiden, the Netherlands; Northwest University, Xi'an 710069, China
| | - Tai-Ping Fan
- Department of Pharmacology, University of Cambridge, Cambridge CB2 1PD, UK; Northwest University, Xi'an 710069, China
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12
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Han SW, Shin JS. Aromatic L-amino acid decarboxylases: mechanistic features and microbial applications. Appl Microbiol Biotechnol 2022; 106:4445-4458. [DOI: 10.1007/s00253-022-12028-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 06/04/2022] [Accepted: 06/10/2022] [Indexed: 11/02/2022]
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13
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Yang YH, Yang MR, Zhu JY, Dong KW, Yi YJ, Li RF, Zeng L, Zhang CF. Functional characterization of tyrosine decarboxylase genes that contribute to acteoside biosynthesis in Rehmannia glutinosa. PLANTA 2022; 255:64. [PMID: 35147783 DOI: 10.1007/s00425-022-03849-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 01/27/2022] [Indexed: 06/14/2023]
Abstract
The RgTyDCs possess typical decarboxylase functional activity in vitro and in vivo and participate in acteoside biosynthesis in R. glutinosa, positively controlling its production via activated acteoside/tyrosine-derived pathways. Acteoside is an important ingredient in Rehmannia glutinosa and an active natural component that contributes to human health. Tyrosine decarboxylase (TyDC) is thought to play an important role in acteoside biosynthesis. Several plant TyDC family genes have been functionally characterized and shown to play roles in some bioactive metabolites' biosynthesis by mediating the decarboxylation of L-tyrosine and L-dihydroxyphenylalanine (L-DOPA); however, one TyDC (named RgTyDC1) in R. glutinosa has been identified to date, but the family genes that contribute to acteoside biosynthesis remain largely characterized. Here, by in silico and experimental analyses, we isolated and identified three RgTyDCs (RgTyDC2 to RgTyDC4) in this species; these genes' sequences showed 50.92-82.55% identity, included highly conserved domains with homologues in other plants, classified into two subsets, and encoded proteins that localized to the cytosol. Enzyme kinetic analyses of RgTyDC2 and RgTyDC4 indicated that they both efficiently catalysed L-tyrosine and L-dopa. The overexpression of RgTyDC2 and RgTyDC4 in R. glutinosa, which was associated with enhanced TyDC activity, significantly increased tyramine and dopamine contents, which was positively correlated with improved acteoside production; moreover, the overexpression of RgTyDCs led to upregulated expression of some other genes-related to acteoside biosynthesis. This result suggested that the overexpression of RgTyDCs can positively activate the molecular networks of acteoside pathways, enhancing the accumulation of tyramine and dopamine, and promoting end-product acteoside biosynthesis. Our findings provide an evidence that RgTyDCs play vital molecular roles in acteoside biosynthesis pathways, contributing to the increase in acteoside yield in R. glutinosa.
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Affiliation(s)
- Yan Hui Yang
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China.
| | - Mu Rong Yang
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
| | - Jian Yu Zhu
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
| | - Ke Wei Dong
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
| | - Yan Jie Yi
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
| | - Rui Fang Li
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
| | - Lei Zeng
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
| | - Chang Fu Zhang
- College of Bioengineering, Henan University of Technology, Lianhua Street 100, High-Technology Zone, Zhengzhou, 450001, Henan, China
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14
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Munoz-Pinto MF, Empadinhas N, Cardoso SM. The neuromicrobiology of Parkinson's disease: A unifying theory. Ageing Res Rev 2021; 70:101396. [PMID: 34171417 DOI: 10.1016/j.arr.2021.101396] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 06/11/2021] [Accepted: 06/19/2021] [Indexed: 02/07/2023]
Abstract
Recent evidence confirms that PD is indeed a multifactorial disease with different aetiologies and prodromal symptomatology that likely depend on the initial trigger. New players with important roles as triggers, facilitators and aggravators of the PD neurodegenerative process have re-emerged in the last few years, the microbes. Having evolved in association with humans for ages, microbes and their products are now seen as fundamental regulators of human physiology with disturbances in their balance being increasingly accepted to have a relevant impact on the progression of disease in general and on PD in particular. In this review, we comprehensively address early studies that have directly or indirectly linked bacteria or other infectious agents to the onset and progression of PD, from the earliest suspects to the most recent culprits, the gut microbiota. The quest for effective treatments to arrest PD progression must inevitably address the different interactions between microbiota and human cells, and naturally consider the gut-brain axis. The comprehensive characterization of such mechanisms will help design innovative bacteriotherapeutic approaches to selectively shape the gut microbiota profile ultimately to halt PD progression. The present review describes our current understanding of the role of microorganisms and their endosymbiotic relatives, the mitochondria, in inducing, facilitating, or aggravating PD pathogenesis.
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15
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Lei Q, Wu T, Wu J, Hu X, Guan Y, Wang Y, Yan J, Shi G. Roles of α‑synuclein in gastrointestinal microbiome dysbiosis‑related Parkinson's disease progression (Review). Mol Med Rep 2021; 24:734. [PMID: 34414447 PMCID: PMC8404091 DOI: 10.3892/mmr.2021.12374] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 07/16/2021] [Indexed: 02/07/2023] Open
Abstract
Parkinson's disease (PD) is the second most common neurodegenerative disease amongst the middle-aged and elderly populations. Several studies have confirmed that the microbiota-gut-brain axis (MGBA) serves a key role in the pathogenesis of PD. Changes to the gastrointestinal microbiome (GM) cause misfolding and abnormal aggregation of α-synuclein (α-syn) in the intestine. Abnormal α-syn is not eliminated via physiological mechanisms and is transported into the central nervous system (CNS) via the vagus nerve. The abnormal levels of α-syn aggregate in the substantia nigra pars compacta, not only leading to the formation of eosinophilic Lewis Bodies in the cytoplasm and mitochondrial dysfunction in dopaminergic (DA) neurons, but also leading to the stimulation of an inflammatory response in the microglia. These pathological changes result in an increase in oxidative stress (OS), which triggers nerve cell apoptosis, a characteristic of PD. This increase in OS further oxidizes and intensifies abnormal aggregation of α-syn, eventually forming a positive feedback loop. The present review discusses the abnormal accumulation of α-syn in the intestine caused by the GM changes and the increased levels of α-syn transport to the CNS via the MGBA, resulting in the loss of DA neurons and an increase in the inflammatory response of microglial cells in the brain of patients with PD. In addition, relevant clinical therapeutic strategies for improving the GM and reducing α-syn accumulation to relieve the symptoms and progression of PD are described.
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Affiliation(s)
- Qingchun Lei
- Department of Neurosurgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650101, P.R. China
| | - Tingting Wu
- Department of Neurosurgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650101, P.R. China
| | - Jin Wu
- Department of Neurosurgery, Puer People's Hospital, Pu'er, Yunnan 665000, P.R. China
| | - Xiaogang Hu
- Department of Neurosurgery, Puer People's Hospital, Pu'er, Yunnan 665000, P.R. China
| | - Yingxia Guan
- Department of Vasculocardiology, The Affiliated Hospital of Yunnan University, Kunming, Yunnan 650021, P.R. China
| | - Ying Wang
- Department of Neurosurgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650101, P.R. China
| | - Jinyuan Yan
- Department of Neurosurgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650101, P.R. China
| | - Guolin Shi
- Department of Neurosurgery, The Second Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650101, P.R. China
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16
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Discovery and mining of enzymes from the human gut microbiome. Trends Biotechnol 2021; 40:240-254. [PMID: 34304905 DOI: 10.1016/j.tibtech.2021.06.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 06/24/2021] [Accepted: 06/25/2021] [Indexed: 12/19/2022]
Abstract
Advances in technological and bioinformatics approaches have led to the generation of a plethora of human gut metagenomic datasets. Metabolomics has also provided substantial data regarding the small metabolites produced and modified by the microbiota. Comparatively, the microbial enzymes mediating the transformation of metabolites have not been intensively investigated. Here, we discuss the recent efforts and technologies used for discovering and mining enzymes from the human gut microbiota. The wealth of knowledge on metabolites, reactions, genome sequences, and structures of proteins, may drive the development of strategies for enzyme mining. Ongoing efforts to annotate gut microbiota enzymes will explain catalytic mechanisms that may guide the clinical applications of the gut microbiome for diagnostic and therapeutic purposes.
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17
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Kim YC, Lee J, Park JH, Mah JH, Kim SY, Kim YW. Development of a colorimetric enzymatic assay method for aromatic biogenic monoamine-producing decarboxylases. Food Sci Biotechnol 2021; 30:971-977. [PMID: 34395028 PMCID: PMC8302707 DOI: 10.1007/s10068-021-00938-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 06/16/2021] [Accepted: 06/21/2021] [Indexed: 10/20/2022] Open
Abstract
Biogenic amines (BAs) produced by the action of bacterial amino acid decarboxylases in fermented foods cause various health problems in human. Despite the importance, detailed characterizations of the BA-producing decarboxylases are relatively less progressed than the studies on BA-producing bacteria, due to the time-consuming chromatography-based assay method. In this study, a simple and general colorimetric assay for aromatic amino acid decarboxylases coupled with an amine oxidase from Arthrobacter aurescens (AMAO) and horseradish peroxidase was developed using a tyrosine decarboxylase from Enterococcus faecium DSM20477 (EfmTDC) as a model enzyme. The activity profiles over pH and temperature and the kinetic analysis for EfmTDC revealed that the results by the colorimetric assay are compatible with those by the chromatographic assay. In addition, due to the broad substrate specificity of AMAO for histamine and 2-phenylethylamine, the colorimetric assay would be applicable to the characterization of other aromatic amino acid decarboxylases including histidine decarboxylases. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s10068-021-00938-4.
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Affiliation(s)
- Young-Chang Kim
- Department of Food and Biotechnology, Korea University, Sejong, 30019 South Korea
| | - Jaeick Lee
- Department of Food and Biotechnology, Korea University, Sejong, 30019 South Korea
| | - Jin-Hong Park
- Department of Food and Biotechnology, Korea University, Sejong, 30019 South Korea
| | - Jae-Hyung Mah
- Department of Food and Biotechnology, Korea University, Sejong, 30019 South Korea
| | - So-Young Kim
- Fermented Processing Food Science Division, Rural Development Administration, Wanju, 55365 South Korea
| | - Young-Wan Kim
- Department of Food and Biotechnology, Korea University, Sejong, 30019 South Korea
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Dalvi-Garcia F, Fonseca LL, Vasconcelos ATR, Hedin-Pereira C, Voit EO. A model of dopamine and serotonin-kynurenine metabolism in cortisolemia: Implications for depression. PLoS Comput Biol 2021; 17:e1008956. [PMID: 33970902 PMCID: PMC8136856 DOI: 10.1371/journal.pcbi.1008956] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 05/20/2021] [Accepted: 04/10/2021] [Indexed: 12/31/2022] Open
Abstract
A major factor contributing to the etiology of depression is a neurochemical imbalance of the dopaminergic and serotonergic systems, which is caused by persistently high levels of circulating stress hormones. Here, a computational model is proposed to investigate the interplay between dopaminergic and serotonergic-kynurenine metabolism under cortisolemia and its consequences for the onset of depression. The model was formulated as a set of nonlinear ordinary differential equations represented with power-law functions. Parameter values were obtained from experimental data reported in the literature, biological databases, and other general information, and subsequently fine-tuned through optimization. Model simulations predict that changes in the kynurenine pathway, caused by elevated levels of cortisol, can increase the risk of neurotoxicity and lead to increased levels of 3,4-dihydroxyphenylaceltahyde (DOPAL) and 5-hydroxyindoleacetaldehyde (5-HIAL). These aldehydes contribute to alpha-synuclein aggregation and may cause mitochondrial fragmentation. Further model analysis demonstrated that the inhibition of both serotonin transport and kynurenine-3-monooxygenase decreased the levels of DOPAL and 5-HIAL and the neurotoxic risk often associated with depression. The mathematical model was also able to predict a novel role of the dopamine and serotonin metabolites DOPAL and 5-HIAL in the ethiology of depression, which is facilitated through increased cortisol levels. Finally, the model analysis suggests treatment with a combination of inhibitors of serotonin transport and kynurenine-3-monooxygenase as a potentially effective pharmacological strategy to revert the slow-down in monoamine neurotransmission that is often triggered by inflammation.
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Affiliation(s)
- Felipe Dalvi-Garcia
- Bioinformatics Lab, National Laboratory for Scientific Computing, Petrópolis, Rio de Janeiro, Brazil
- School of Medicine and Surgery, Federal University of the State of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Luis L. Fonseca
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Ana Tereza R. Vasconcelos
- Bioinformatics Lab, National Laboratory for Scientific Computing, Petrópolis, Rio de Janeiro, Brazil
| | - Cecilia Hedin-Pereira
- Center of Health Sciences, Federal University of Rio de Janeiro, Rio de Janeiro, Rio de Janeiro, Brazil
- Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Eberhard O. Voit
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, Georgia, United States of America
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Bai P, Wang L, Wei K, Ruan L, Wu L, He M, Ni D, Cheng H. Biochemical characterization of specific Alanine Decarboxylase (AlaDC) and its ancestral enzyme Serine Decarboxylase (SDC) in tea plants (Camellia sinensis). BMC Biotechnol 2021; 21:17. [PMID: 33648478 PMCID: PMC7923638 DOI: 10.1186/s12896-021-00674-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 12/10/2020] [Indexed: 12/15/2022] Open
Abstract
Background Alanine decarboxylase (AlaDC), specifically present in tea plants, is crucial for theanine biosynthesis. Serine decarboxylase (SDC), found in many plants, is a protein most closely related to AlaDC. To investigate whether the new gene AlaDC originate from gene SDC and to determine the biochemical properties of the two proteins from Camellia sinensis, the sequences of CsAlaDC and CsSDC were analyzed and the two proteins were over-expressed, purified, and characterized. Results The results showed that exon-intron structures of AlaDC and SDC were quite similar and the protein sequences, encoded by the two genes, shared a high similarity of 85.1%, revealing that new gene AlaDC originated from SDC by gene duplication. CsAlaDC and CsSDC catalyzed the decarboxylation of alanine and serine, respectively. CsAlaDC and CsSDC exhibited the optimal activities at 45 °C (pH 8.0) and 40 °C (pH 7.0), respectively. CsAlaDC was stable under 30 °C (pH 7.0) and CsSDC was stable under 40 °C (pH 6.0–8.0). The activities of the two enzymes were greatly enhanced by the presence of pyridoxal-5′-phosphate. The specific activity of CsSDC (30,488 IU/mg) was 8.8-fold higher than that of CsAlaDC (3467 IU/mg). Conclusions Comparing to CsAlaDC, its ancestral enzyme CsSDC exhibited a higher specific activity and a better thermal and pH stability, indicating that CsSDC acquired the optimized function after a longer evolutionary period. The biochemical properties of CsAlaDC might offer reference for theanine industrial production. Supplementary Information The online version contains supplementary material available at 10.1186/s12896-021-00674-x.
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Affiliation(s)
- Peixian Bai
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China.,College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, Hubei, China
| | - Liyuan Wang
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China
| | - Kang Wei
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China
| | - Li Ruan
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China
| | - Liyun Wu
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China
| | - Mengdi He
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China
| | - Dejiang Ni
- College of Horticulture and Forestry Sciences, Huazhong Agricultural University, Wuhan, 430070, Hubei, China.
| | - Hao Cheng
- National Center for Tea Improvement, Tea Research Institute Chinese Academy of Agricultural Sciences (TRICAAS), 9 Meiling South Road, Hangzhou, 310008, Zhejiang, China.
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20
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Okawa A, Shiba T, Hayashi M, Onoue Y, Murota M, Sato D, Inagaki J, Tamura T, Harada S, Inagaki K. Structural basis for substrate specificity of l-methionine decarboxylase. Protein Sci 2021; 30:663-677. [PMID: 33452696 DOI: 10.1002/pro.4027] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/09/2020] [Accepted: 01/11/2021] [Indexed: 11/08/2022]
Abstract
l -Methionine decarboxylase (MetDC) from Streptomyces sp. 590 is a vitamin B6 -dependent enzyme and catalyzes the non-oxidative decarboxylation of l -methionine to produce 3-methylthiopropylamine and carbon dioxide. We present here the crystal structures of the ligand-free form of MetDC and of several enzymatic reaction intermediates. Group II amino acid decarboxylases have many residues in common around the active site but the residues surrounding the side chain of the substrate differ. Based on information obtained from the crystal structure, and mutational and biochemical experiments, we propose a key role for Gln64 in determining the substrate specificity of MetDC, and for Tyr421 as the acid catalyst that participates in protonation after the decarboxylation reaction.
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Affiliation(s)
- Atsushi Okawa
- Department of Biofunctional Chemistry, Okayama University, Okayama, Japan
| | - Tomoo Shiba
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan.,The Center for Advanced Insect Research Promotion (CAIRP), Kyoto Institute of Technology, Kyoto, Japan
| | - Masaya Hayashi
- Department of Biofunctional Chemistry, Okayama University, Okayama, Japan
| | - Yuki Onoue
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan
| | - Masaki Murota
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan
| | - Dan Sato
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan
| | - Junko Inagaki
- Dentistry and Pharmaceutical Sciences, Okayama University Graduate School of Medicine, Okayama, Japan
| | - Takashi Tamura
- Department of Biofunctional Chemistry, Okayama University, Okayama, Japan
| | - Shigeharu Harada
- Department of Applied Biology, Kyoto Institute of Technology, Kyoto, Japan
| | - Kenji Inagaki
- Department of Biofunctional Chemistry, Okayama University, Okayama, Japan
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21
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Perioperative neurocognitive dysfunction: thinking from the gut? Aging (Albany NY) 2020; 12:15797-15817. [PMID: 32805716 PMCID: PMC7467368 DOI: 10.18632/aging.103738] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 07/07/2020] [Indexed: 12/12/2022]
Abstract
With the aging of the world population, and improvements in medical and health technologies, there are increasing numbers of elderly patients undergoing anaesthesia and surgery. Perioperative neurocognitive dysfunction has gradually attracted increasing attention from academics. Very recently, 6 well-known journals jointly recommended that the term perioperative neurocognitive dysfunction (defined according to the Diagnostic and Statistical Manual of Mental Disorders, fifth edition) should be adopted to improve the quality and consistency of academic communications. Perioperative neurocognitive dysfunction currently includes preoperatively diagnosed cognitive decline, postoperative delirium, delayed neurocognitive recovery, and postoperative cognitive dysfunction. Increasing evidence shows that the gut microbiota plays a pivotal role in neuropsychiatric diseases, and in central nervous system functions via the microbiota-gut-brain axis. We recently reported that abnormalities in the composition of the gut microbiota might underlie the mechanisms of postoperative cognitive dysfunction and postoperative delirium, suggesting a critical role for the gut microbiota in perioperative neurocognitive dysfunction. This article therefore reviewed recent findings on the linkage between the gut microbiota and the underlying mechanisms of perioperative neurocognitive dysfunction.
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22
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Kostyn K, Boba A, Kostyn A, Kozak B, Starzycki M, Kulma A, Szopa J. Expression of the Tyrosine Hydroxylase Gene from Rat Leads to Oxidative Stress in Potato Plants. Antioxidants (Basel) 2020; 9:antiox9080717. [PMID: 32784799 PMCID: PMC7465045 DOI: 10.3390/antiox9080717] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2020] [Revised: 07/21/2020] [Accepted: 08/05/2020] [Indexed: 01/07/2023] Open
Abstract
Catecholamines are biogenic aromatic amines common among both animals and plants. In animals, they are synthesized via tyrosine hydroxylation, while both hydroxylation or decarboxylation of tyrosine are possible in plants, depending on the species, though no tyrosine hydroxylase-a counterpart of the animal enzyme-has been identified yet. It is known that in potato plants, it is the decarboxylation of tyrosine that leads to catecholamine production. In this paper, we present the effects of the induction of an alternative route of catecholamine production by introducing the tyrosine hydroxylase gene from rat. We demonstrate that an animal system can be used by the plant. However, it does not function to synthesize catecholamines. Instead, it leads to elevated reactive oxygen species content and a constant stress condition in the plant, which responds with elevated antioxidant levels and improved resistance to infection.
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Affiliation(s)
- Kamil Kostyn
- Department of Genetics, Plant Breeding and Seed Production, Faculty of Life Sciences and Technology, Wroclaw University of Environmental and Life Sciences, pl. Grunwaldzki 24A, 50-363 Wroclaw, Poland; (B.K.); (J.S.)
- Correspondence:
| | - Aleksandra Boba
- Department of Genetic Biochemistry, Faculty of Biotechnology, University of Wroclaw, Przybyszewskiego 63, 51-148 Wroclaw, Poland; (A.B.); (A.K.); (A.K.)
| | - Anna Kostyn
- Department of Genetic Biochemistry, Faculty of Biotechnology, University of Wroclaw, Przybyszewskiego 63, 51-148 Wroclaw, Poland; (A.B.); (A.K.); (A.K.)
- Institute of Genetics and Microbiology, Faculty of Biological Sciences, University of Wroclaw, Przybyszewskiego 63, 51-148 Wroclaw, Poland
| | - Bartosz Kozak
- Department of Genetics, Plant Breeding and Seed Production, Faculty of Life Sciences and Technology, Wroclaw University of Environmental and Life Sciences, pl. Grunwaldzki 24A, 50-363 Wroclaw, Poland; (B.K.); (J.S.)
| | - Michał Starzycki
- The Plant Breeding and Acclimatization Inst. (IHAR)—National Research Inst., Research Div, Poznan, ul. Strzeszyńska 36, 60-479 Poznan, Poland;
| | - Anna Kulma
- Department of Genetic Biochemistry, Faculty of Biotechnology, University of Wroclaw, Przybyszewskiego 63, 51-148 Wroclaw, Poland; (A.B.); (A.K.); (A.K.)
| | - Jan Szopa
- Department of Genetics, Plant Breeding and Seed Production, Faculty of Life Sciences and Technology, Wroclaw University of Environmental and Life Sciences, pl. Grunwaldzki 24A, 50-363 Wroclaw, Poland; (B.K.); (J.S.)
- Department of Genetic Biochemistry, Faculty of Biotechnology, University of Wroclaw, Przybyszewskiego 63, 51-148 Wroclaw, Poland; (A.B.); (A.K.); (A.K.)
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23
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O'Donnell MP, Fox BW, Chao PH, Schroeder FC, Sengupta P. A neurotransmitter produced by gut bacteria modulates host sensory behaviour. Nature 2020; 583:415-420. [PMID: 32555456 PMCID: PMC7853625 DOI: 10.1038/s41586-020-2395-5] [Citation(s) in RCA: 160] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Accepted: 03/27/2020] [Indexed: 12/18/2022]
Abstract
Animals coexist in commensal, pathogenic or mutualistic relationships with complex communities of diverse organisms, including microorganisms1. Some bacteria produce bioactive neurotransmitters that have previously been proposed to modulate nervous system activity and behaviours of their hosts2,3. However, the mechanistic basis of this microbiota-brain signalling and its physiological relevance are largely unknown. Here we show that in Caenorhabditis elegans, the neuromodulator tyramine produced by commensal Providencia bacteria, which colonize the gut, bypasses the requirement for host tyramine biosynthesis and manipulates a host sensory decision. Bacterially produced tyramine is probably converted to octopamine by the host tyramine β-hydroxylase enzyme. Octopamine, in turn, targets the OCTR-1 octopamine receptor on ASH nociceptive neurons to modulate an aversive olfactory response. We identify the genes that are required for tyramine biosynthesis in Providencia, and show that these genes are necessary for the modulation of host behaviour. We further find that C. elegans colonized by Providencia preferentially select these bacteria in food choice assays, and that this selection bias requires bacterially produced tyramine and host octopamine signalling. Our results demonstrate that a neurotransmitter produced by gut bacteria mimics the functions of the cognate host molecule to override host control of a sensory decision, and thereby promotes fitness of both the host and the microorganism.
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Affiliation(s)
| | - Bennett W Fox
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, USA
| | - Pin-Hao Chao
- Department of Biology, Brandeis University, Waltham, MA, USA
| | - Frank C Schroeder
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, USA
| | - Piali Sengupta
- Department of Biology, Brandeis University, Waltham, MA, USA.
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24
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Zhou Y, Liao L, Liu X, Liu B, Chen X, Guo Y, Huang C, Zhao Y, Zeng Z. Crystal structure of Oryza sativa TDC reveals the substrate specificity for TDC-mediated melatonin biosynthesis. J Adv Res 2020; 24:501-511. [PMID: 32595985 PMCID: PMC7306523 DOI: 10.1016/j.jare.2020.06.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 04/20/2020] [Accepted: 06/08/2020] [Indexed: 01/01/2023] Open
Abstract
Plant tryptophan decarboxylase (TDC) is a type II Pyridoxal-5'-phosphate-dependent decarboxylase (PLP_DC) that could be used as a target to genetically improve crops. However, lack of accurate structural information on plant TDC hampers the understanding of its decarboxylation mechanisms. In the present study, the crystal structures of Oryza sativa TDC (OsTDC) in its complexes with pyridoxal-5'-phosphate, tryptamine and serotonin were determined. The structures provide detailed interaction information between TDC and its substrates. The Y359 residue from the loop gate is a proton donor and forms a Lewis acid-base pair with serotonin/tryptamine, which is associated with product release. The H214 residue is responsible for PLP binding and proton transfer, and its proper interaction with Y359 is essential for OsTDC enzyme activity. The extra hydrogen bonds formed between the 5-hydroxyl group of serotonin and the backbone carboxyl groups of F104 and P105 explain the discrepancy between the catalytic activity of TDC in tryptophan and in 5-hydroxytryptophan. In addition, an evolutionary analysis revealed that type II PLP_DC originated from glutamic acid decarboxylase, potentially as an adaptive evolution of mechanism in organisms in extreme environments. This study is, to our knowledge, the first to present a detailed analysis of the crystal structure of OsTDC in these complexes. The information regarding the catalytic mechanism described here could facilitate the development of protocols to regulate melatonin levels and thereby contribute to crop improvement efforts to improve food security worldwide.
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Affiliation(s)
- Yuanze Zhou
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Lijing Liao
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Xikai Liu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Biao Liu
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Xinxin Chen
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Yan Guo
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan 430070, China
| | - Chuanlong Huang
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210014, China
| | - Yucheng Zhao
- Jiangsu Key Laboratory of Bioactive Natural Product Research and State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210014, China
| | - Zhixiong Zeng
- Shandong Provincial Key Laboratory of Microbial Engineering, College of Bioengineering, Qilu University of Technology, Jinan 250353, China
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25
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Structural basis for divergent and convergent evolution of catalytic machineries in plant aromatic amino acid decarboxylase proteins. Proc Natl Acad Sci U S A 2020; 117:10806-10817. [PMID: 32371491 DOI: 10.1073/pnas.1920097117] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Radiation of the plant pyridoxal 5'-phosphate (PLP)-dependent aromatic l-amino acid decarboxylase (AAAD) family has yielded an array of paralogous enzymes exhibiting divergent substrate preferences and catalytic mechanisms. Plant AAADs catalyze either the decarboxylation or decarboxylation-dependent oxidative deamination of aromatic l-amino acids to produce aromatic monoamines or aromatic acetaldehydes, respectively. These compounds serve as key precursors for the biosynthesis of several important classes of plant natural products, including indole alkaloids, benzylisoquinoline alkaloids, hydroxycinnamic acid amides, phenylacetaldehyde-derived floral volatiles, and tyrosol derivatives. Here, we present the crystal structures of four functionally distinct plant AAAD paralogs. Through structural and functional analyses, we identify variable structural features of the substrate-binding pocket that underlie the divergent evolution of substrate selectivity toward indole, phenyl, or hydroxyphenyl amino acids in plant AAADs. Moreover, we describe two mechanistic classes of independently arising mutations in AAAD paralogs leading to the convergent evolution of the derived aldehyde synthase activity. Applying knowledge learned from this study, we successfully engineered a shortened benzylisoquinoline alkaloid pathway to produce (S)-norcoclaurine in yeast. This work highlights the pliability of the AAAD fold that allows change of substrate selectivity and access to alternative catalytic mechanisms with only a few mutations.
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26
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Wang H, Yu J, Satoh Y, Nakagawa Y, Tanaka R, Kato K, Yao M. Crystal structures clarify cofactor binding of plant tyrosine decarboxylase. Biochem Biophys Res Commun 2020; 523:500-505. [DOI: 10.1016/j.bbrc.2019.12.077] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 12/16/2019] [Indexed: 10/25/2022]
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27
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Bugda Gwilt K, González DP, Olliffe N, Oller H, Hoffing R, Puzan M, El Aidy S, Miller GM. Actions of Trace Amines in the Brain-Gut-Microbiome Axis via Trace Amine-Associated Receptor-1 (TAAR1). Cell Mol Neurobiol 2020; 40:191-201. [PMID: 31836967 PMCID: PMC11448870 DOI: 10.1007/s10571-019-00772-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2019] [Accepted: 12/04/2019] [Indexed: 12/13/2022]
Abstract
Trace amines and their primary receptor, Trace Amine-Associated Receptor-1 (TAAR1) are widely studied for their involvement in the pathogenesis of neuropsychiatric disorders despite being found in the gastrointestinal tract at physiological levels. With the emergence of the "brain-gut-microbiome axis," we take the opportunity to review what is known about trace amines in the brain, the defined sources of trace amines in the gut, and emerging understandings on the levels of trace amines in various gastrointestinal disorders. Similarly, we discuss localization of TAAR1 expression in the gut, novel findings that TAAR1 may be implicated in inflammatory bowel diseases, and the reported comorbidities of neuropsychiatric disorders and gastrointestinal disorders. With the emergence of TAAR1 specific compounds as next-generation therapeutics for schizophrenia (Roche) and Parkinson's related psychoses (Sunovion), we hypothesize a therapeutic benefit of these compounds in clinical trials in the brain-gut-microbiome axis, as well as a potential for thoughtful manipulation of the brain-gut-microbiome axis to modulate symptoms of neuropsychiatric disease.
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Affiliation(s)
- Katlynn Bugda Gwilt
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA.
- Center for Drug Discovery, Northeastern University, Boston, MA, USA.
- Boston Children's Hospital, Harvard Medical School, 300 Longwood Avenue, Boston, MA, USA.
| | - Dulce Pamela González
- Department of Molecular Immunology and Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute (GBB), University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
| | - Neva Olliffe
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
- Department of Biology, College of Science, Northeastern University, Boston, MA, USA
| | - Haley Oller
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
- Center for Drug Discovery, Northeastern University, Boston, MA, USA
| | - Rachel Hoffing
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
- Department of Biology, College of Science, Northeastern University, Boston, MA, USA
| | - Marissa Puzan
- Department of Chemical Engineering, College of Engineering, Northeastern University, Boston, MA, USA
| | - Sahar El Aidy
- Department of Molecular Immunology and Microbiology, Groningen Biomolecular Sciences and Biotechnology Institute (GBB), University of Groningen, Nijenborgh 7, 9747 AG, Groningen, The Netherlands
| | - Gregory M Miller
- Department of Pharmaceutical Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, MA, USA
- Center for Drug Discovery, Northeastern University, Boston, MA, USA
- Department of Chemical Engineering, College of Engineering, Northeastern University, Boston, MA, USA
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28
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Maini Rekdal V, Bess EN, Bisanz JE, Turnbaugh PJ, Balskus EP. Discovery and inhibition of an interspecies gut bacterial pathway for Levodopa metabolism. Science 2019; 364:364/6445/eaau6323. [PMID: 31196984 PMCID: PMC7745125 DOI: 10.1126/science.aau6323] [Citation(s) in RCA: 427] [Impact Index Per Article: 71.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 04/18/2019] [Accepted: 05/02/2019] [Indexed: 12/19/2022]
Abstract
The human gut microbiota metabolizes the Parkinson’s disease medication Levodopa (L-dopa), potentially reducing drug availability and causing side effects. However, the organisms, genes, and enzymes responsible for this activity in patients and their susceptibility to inhibition by host-targeted drugs are unknown. Here, we describe an interspecies pathway for gut bacterial L-dopa metabolism. Conversion of L-dopa to dopamine by a pyridoxal phosphate-dependent tyrosine decarboxylase from Enterococcus faecalis is followed by transformation of dopamine to m-tyramine by a molybdenum-dependent dehydroxylase from Eggerthella lenta. These enzymes predict drug metabolism in complex human gut microbiotas. Although a drug that targets host aromatic amino acid decarboxylase does not prevent gut microbial L-dopa decarboxylation, we identified a compound that inhibits this activity in Parkinson’s patient microbiotas and increases L-dopa bioavailability in mice.
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Affiliation(s)
- Vayu Maini Rekdal
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford Street, Cambridge, MA 02138, USA
| | - Elizabeth N Bess
- Department of Microbiology and Immunology, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA.,Department of Chemistry, University of California, Irvine, 1102 Natural Sciences 2, Irvine, CA 92617, USA.,Department of Molecular Biology and Biochemistry, University of California, Irvine, 1102 Natural Sciences 2, Irvine, CA 92617, USA
| | - Jordan E Bisanz
- Department of Microbiology and Immunology, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA
| | - Peter J Turnbaugh
- Department of Microbiology and Immunology, University of California, San Francisco, 513 Parnassus Avenue, San Francisco, CA 94143, USA. .,Chan Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Emily P Balskus
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford Street, Cambridge, MA 02138, USA.
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29
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Structural insights into the mechanism of internal aldimine formation and catalytic loop dynamics in an archaeal Group II decarboxylase. J Struct Biol 2019; 208:137-151. [PMID: 31445086 DOI: 10.1016/j.jsb.2019.08.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2019] [Revised: 08/15/2019] [Accepted: 08/20/2019] [Indexed: 01/01/2023]
Abstract
Formation of the internal aldimine (LLP) is the first regulatory step that activates pyridoxal 5'-phosphate (PLP) dependent enzymes. The process involves a nucleophilic attack on PLP by an active site Lys residue, followed by proton transfers resulting in a carbinolamine (CBA) intermediate that undergoes dehydration to form the aldimine. Despite a general understanding of the pathway, the structural basis of the mechanistic roles of specific residues in each of these steps is unclear. Here we determined the crystal structure of the LLP form (holo-form) of a Group II PLP-dependent decarboxylase from Methanocaldococcus jannaschii (MjDC) at 1.7 Å resolution. By comparing the crystal structure of MjDC in the LLP form with that of the pyridoxal-P (non-covalently bound aldehyde) form, we demonstrate structural evidence for a water-mediated mechanism of LLP formation. A conserved extended hydrogen-bonding network around PLP coupled to the pyridinyl nitrogen influences activation and catalysis by affecting the electronic configuration of PLP. Furthermore, the two cofactor bound forms revealed open and closed conformations of the catalytic loop (CL) in the absence of a ligand, supporting a hypothesis for a regulatory link between LLP formation and CL dynamics. The evidence suggests that activation of Group II decarboxylases involves a complex interplay of interactions between the electronic states of PLP, the active site micro-environment and CL dynamics.
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30
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Abstract
Levodopa (L-dopa) is the primary treatment for Parkinson's disease. The gut microbiome can metabolize levodopa, potentially leading to decreased efficacy and side effects, but responsible bacteria were unknown. Maini Rekdal et al. (2019) characterize enzymes in two gut bacteria that sequentially metabolize L-dopa and identify a novel inhibitor that may improve outcomes.
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Affiliation(s)
- Reese Hitchings
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, 1300 Morris Park Ave., The Bronx, NY 10461, USA
| | - Libusha Kelly
- Department of Systems and Computational Biology, Albert Einstein College of Medicine, 1300 Morris Park Ave., The Bronx, NY 10461, USA; Department of Microbiology and Immunology, Albert Einstein College of Medicine, 1300 Morris Park Ave., The Bronx, NY 10461, USA.
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31
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Abstract
Particular bacteria from the gut microbiota metabolize Levodopa (L-dopa), reducing bioavailability of the drug for treating Parkinson’s disease.
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32
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Affiliation(s)
- Cora O'Neill
- School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland. .,APC Microbiome Ireland, University College Cork, Cork, Ireland.,Cork Neuroscience Centre, University College Cork, Cork, Ireland
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33
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Yamaguchi H, Nakata K, Tatsumi M, Sugiki M, Miyano H, Mizukoshi T. Development of a novel l-histidine assay method using histamine dehydrogenase and a stable mutant of histidine decarboxylase. Anal Biochem 2019; 570:13-20. [PMID: 30586560 DOI: 10.1016/j.ab.2018.12.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 12/19/2018] [Accepted: 12/21/2018] [Indexed: 02/07/2023]
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34
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Liang J, Han Q, Tan Y, Ding H, Li J. Current Advances on Structure-Function Relationships of Pyridoxal 5'-Phosphate-Dependent Enzymes. Front Mol Biosci 2019; 6:4. [PMID: 30891451 PMCID: PMC6411801 DOI: 10.3389/fmolb.2019.00004] [Citation(s) in RCA: 120] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Accepted: 01/25/2019] [Indexed: 12/23/2022] Open
Abstract
Pyridoxal 5′-phosphate (PLP) functions as a coenzyme in many enzymatic processes, including decarboxylation, deamination, transamination, racemization, and others. Enzymes, requiring PLP, are commonly termed PLP-dependent enzymes, and they are widely involved in crucial cellular metabolic pathways in most of (if not all) living organisms. The chemical mechanisms for PLP-mediated reactions have been well elaborated and accepted with an emphasis on the pure chemical steps, but how the chemical steps are processed by enzymes, especially by functions of active site residues, are not fully elucidated. Furthermore, the specific mechanism of an enzyme in relation to the one for a similar class of enzymes seems scarcely described or discussed. This discussion aims to link the specific mechanism described for the individual enzyme to the same types of enzymes from different species with aminotransferases, decarboxylases, racemase, aldolase, cystathionine β-synthase, aromatic phenylacetaldehyde synthase, et al. as models. The structural factors that contribute to the reaction mechanisms, particularly active site residues critical for dictating the reaction specificity, are summarized in this review.
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Affiliation(s)
- Jing Liang
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Qian Han
- Laboratory of Tropical Veterinary Medicine and Vector Biology, Hainan Key Laboratory of Sustainable Utilization of Tropical Bioresources, Institute of Agriculture and Forestry, Hainan University, Haikou, China
| | - Yang Tan
- Institute of Synthetic Biology, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
| | - Haizhen Ding
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Jianyong Li
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
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35
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Gut bacterial tyrosine decarboxylases restrict levels of levodopa in the treatment of Parkinson's disease. Nat Commun 2019; 10:310. [PMID: 30659181 PMCID: PMC6338741 DOI: 10.1038/s41467-019-08294-y] [Citation(s) in RCA: 324] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 12/19/2018] [Indexed: 12/15/2022] Open
Abstract
Human gut microbiota senses its environment and responds by releasing metabolites, some of which are key regulators of human health and disease. In this study, we characterize gut-associated bacteria in their ability to decarboxylate levodopa to dopamine via tyrosine decarboxylases. Bacterial tyrosine decarboxylases efficiently convert levodopa to dopamine, even in the presence of tyrosine, a competitive substrate, or inhibitors of human decarboxylase. In situ levels of levodopa are compromised by high abundance of gut bacterial tyrosine decarboxylase in patients with Parkinson’s disease. Finally, the higher relative abundance of bacterial tyrosine decarboxylases at the site of levodopa absorption, proximal small intestine, had a significant impact on levels of levodopa in the plasma of rats. Our results highlight the role of microbial metabolism in drug availability, and specifically, that abundance of bacterial tyrosine decarboxylase in the proximal small intestine can explain the increased dosage regimen of levodopa treatment in Parkinson’s disease patients. The gut microbiota can impact the bioavailability of therapeutic drugs. Here, the authors show that bacterial tyrosine decarboxylases (TDC) decrease the levels of levodopa, the primary treatment in Parkinson’s disease, by conversion to dopamine, and suggest TDC as a potential predictive biomarker for treatment.
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36
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Kalinski JCJ, Waterworth SC, Noundou XS, Jiwaji M, Parker-Nance S, Krause RWM, McPhail KL, Dorrington RA. Molecular Networking Reveals Two Distinct Chemotypes in Pyrroloiminoquinone-Producing Tsitsikamma favus Sponges. Mar Drugs 2019; 17:60. [PMID: 30654589 PMCID: PMC6356464 DOI: 10.3390/md17010060] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 01/09/2019] [Accepted: 01/11/2019] [Indexed: 12/11/2022] Open
Abstract
The temperate marine sponge, Tsitsikamma favus, produces pyrroloiminoquinone alkaloids with potential as anticancer drug leads. We profiled the secondary metabolite reservoir of T. favus sponges using HR-ESI-LC-MS/MS-based molecular networking analysis followed by preparative purification efforts to map the diversity of new and known pyrroloiminoquinones and related compounds in extracts of seven specimens. Molecular taxonomic identification confirmed all sponges as T. favus and five specimens (chemotype I) were found to produce mainly discorhabdins and tsitsikammamines. Remarkably, however, two specimens (chemotype II) exhibited distinct morphological and chemical characteristics: the absence of discorhabdins, only trace levels of tsitsikammamines and, instead, an abundance of unbranched and halogenated makaluvamines. Targeted chromatographic isolation provided the new makaluvamine Q, the known makaluvamines A and I, tsitsikammamine B, 14-bromo-7,8-dehydro-3-dihydro-discorhabdin C, and the related pyrrolo-ortho-quinones makaluvamine O and makaluvone. Purified compounds displayed different activity profiles in assays for topoisomerase I inhibition, DNA intercalation and antimetabolic activity against human cell lines. This is the first report of makaluvamines from a Tsitsikamma sponge species, and the first description of distinct chemotypes within a species of the Latrunculiidae family. This study sheds new light on the putative pyrroloiminoquinone biosynthetic pathway of latrunculid sponges.
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Affiliation(s)
- Jarmo-Charles J Kalinski
- Department of Biochemistry and Microbiology, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
| | - Samantha C Waterworth
- Department of Biochemistry and Microbiology, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
- Division of Pharmaceutical Sciences, University of Wisconsin-Madison, Madison, WI, USA.
| | - Xavier Siwe Noundou
- Department of Biochemistry and Microbiology, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
| | - Meesbah Jiwaji
- Department of Biochemistry and Microbiology, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
| | - Shirley Parker-Nance
- Department of Biochemistry and Microbiology, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
- South African Environmental Observation Network, Elwandle Node, Nelson Mandela University Ocean Sciences Campus, Summerstrand, Port Elizabeth 6001, South Africa.
| | - Rui W M Krause
- Department of Chemistry, Rhodes University PO Box 94, Grahamstown 6140, South Africa.
| | - Kerry L McPhail
- Department of Pharmaceutical Sciences, College of Pharmacy, Oregon State University, Corvallis 97331, OR, USA.
| | - Rosemary A Dorrington
- Department of Biochemistry and Microbiology, Rhodes University, PO Box 94, Grahamstown 6140, South Africa.
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37
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Ni J, Xu G, Dai W, Zhao YL, Ni Y. Hyperconjugation promoted by hydrogen bonding between His98/His241 and a carboxyl group contributes to tyrosine decarboxylase catalysis. Catal Sci Technol 2019. [DOI: 10.1039/c9cy01290g] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
This article first demonstrates the utility of the σ → π* hyperconjugation by His98 and His241 in pyridoxal 5′-phosphate-dependent tyrosine decarboxylase.
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Affiliation(s)
- Jie Ni
- Key Laboratory of Industrial Biotechnology
- Ministry of Education
- School of Biotechnology
- Jiangnan University
- Wuxi 214122
| | - Guochao Xu
- Key Laboratory of Industrial Biotechnology
- Ministry of Education
- School of Biotechnology
- Jiangnan University
- Wuxi 214122
| | - Wei Dai
- Key Laboratory of Industrial Biotechnology
- Ministry of Education
- School of Biotechnology
- Jiangnan University
- Wuxi 214122
| | - Yi-Lei Zhao
- State Key Laboratory of Microbial Metabolism
- Joint International Research Laboratory of Metabolic and Developmental Sciences
- MOE-LSB and MOE-LSC
- School of Life Sciences and Biotechnology
- Shanghai Jiao Tong University
| | - Ye Ni
- Key Laboratory of Industrial Biotechnology
- Ministry of Education
- School of Biotechnology
- Jiangnan University
- Wuxi 214122
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38
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Torrens-Spence MP, Liu CT, Pluskal T, Chung YK, Weng JK. Monoamine Biosynthesis via a Noncanonical Calcium-Activatable Aromatic Amino Acid Decarboxylase in Psilocybin Mushroom. ACS Chem Biol 2018; 13:3343-3353. [PMID: 30484626 DOI: 10.1021/acschembio.8b00821] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Aromatic l-amino acid decarboxylases (AAADs) are a phylogenetically diverse group of enzymes responsible for the decarboxylation of aromatic amino acid substrates into their corresponding aromatic arylalkylamines. AAADs have been extensively studied in mammals and plants as they catalyze the first step in the production of neurotransmitters and bioactive phytochemicals, respectively. Unlike mammals and plants, the hallucinogenic psilocybin mushroom Psilocybe cubensis reportedly employs an unrelated phosphatidylserine-decarboxylase-like enzyme to catalyze l-tryptophan decarboxylation, the first step in psilocybin biosynthesis. To explore the origin of this chemistry in psilocybin mushroom, we generated the first de novo transcriptomes of P. cubensis and investigated several putative l-tryptophan-decarboxylase-like enzymes. We report the biochemical characterization of a noncanonical AAAD from P. cubensis ( PcncAAAD) that exhibits substrate permissiveness toward l-phenylalanine, l-tyrosine, and l-tryptophan, as well as chloro-tryptophan derivatives. The crystal structure of PcncAAAD revealed the presence of a unique C-terminal appendage domain featuring a novel double-β-barrel fold. This domain is required for PcncAAAD activity and regulates catalytic rate and thermal stability through calcium binding. PcncAAAD likely plays a role in psilocybin production in P. cubensis and offers a new tool for metabolic engineering of aromatic-amino-acid-derived natural products.
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Affiliation(s)
| | - Chun-Ting Liu
- Whitehead Institute for Biomedical Research, 455 Main Street, Cambridge, Massachusetts 02142, United States
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Tomáš Pluskal
- Whitehead Institute for Biomedical Research, 455 Main Street, Cambridge, Massachusetts 02142, United States
| | - Yin Kwan Chung
- Whitehead Institute for Biomedical Research, 455 Main Street, Cambridge, Massachusetts 02142, United States
- Division of Life Science, Hong Kong University of Science & Technology, Clear Water Bay, Hong Kong, China
| | - Jing-Ke Weng
- Whitehead Institute for Biomedical Research, 455 Main Street, Cambridge, Massachusetts 02142, United States
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States
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39
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Coskuner O, Uversky VN. Tyrosine Regulates β-Sheet Structure Formation in Amyloid-β42: A New Clustering Algorithm for Disordered Proteins. J Chem Inf Model 2017; 57:1342-1358. [DOI: 10.1021/acs.jcim.6b00761] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Orkid Coskuner
- Department
of Chemistry and Neurosciences Institute, The University of Texas at San Antonio, One UTSA Circle, San Antonio, Texas 78249, United States
- Institut
für Physikalische Chemie, Universität zu Köln, Luxemburger
Strasse 116, 50939 Köln, Germany
- Molecular
Biotechnology Division, Turkisch-Deutsche Universität, Sahinkaya
Caddesi, No. 71, Beykoz, Istanbul 34820, Turkey
| | - Vladimir N. Uversky
- Department
of Molecular Medicine, USF Health Byrd Alzheimer’s Research
Institute, Morsani College of Medicine, University of South Florida, Tampa, Florida 33612, United States
- Laboratory
of New Methods in Biology, Institute for Biological Instrumentation, Russian Academy of Sciences, Pushchino, Moscow region 142290, Russia
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