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Bhat A, Carranza FR, Tuckowski AM, Leiser SF. Flavin-containing monooxygenase (FMO): Beyond xenobiotics. Bioessays 2024; 46:e2400029. [PMID: 38713170 DOI: 10.1002/bies.202400029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 04/23/2024] [Accepted: 04/24/2024] [Indexed: 05/08/2024]
Abstract
Flavin-containing monooxygenases (FMOs), traditionally known for detoxifying xenobiotics, are now recognized for their involvement in endogenous metabolism. We recently discovered that an isoform of FMO, fmo-2 in Caenorhabditis elegans, alters endogenous metabolism to impact longevity and stress tolerance. Increased expression of fmo-2 in C. elegans modifies the flux through the key pathway known as One Carbon Metabolism (OCM). This modified flux results in a decrease in the ratio of S-adenosyl-methionine (SAM) to S-adenosyl-homocysteine (SAH), consequently diminishing methylation capacity. Here we discuss how FMO-2-mediated formate production during tryptophan metabolism may serve as a trigger for changing the flux in OCM. We suggest formate bridges tryptophan and OCM, altering metabolic flux away from methylation during fmo-2 overexpression. Additionally, we highlight how these metabolic results intersect with the mTOR and AMPK pathways, in addition to mitochondrial metabolism. In conclusion, the goal of this essay is to bring attention to the central role of FMO enzymes but lack of understanding of their mechanisms. We justify a call for a deeper understanding of FMO enzyme's role in metabolic rewiring through tryptophan/formate or other yet unidentified substrates. Additionally, we emphasize the identification of novel drugs and microbes to induce FMO activity and extend lifespan.
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Affiliation(s)
- Ajay Bhat
- Molecular & Integrative Physiology Department, University of Michigan, Ann Arbor, Michigan, USA
| | - Faith R Carranza
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, Michigan, USA
| | - Angela M Tuckowski
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, Michigan, USA
| | - Scott F Leiser
- Molecular & Integrative Physiology Department, University of Michigan, Ann Arbor, Michigan, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
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2
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Schaller ML, Sykes ML, Mecano J, Solanki S, Huang W, Rebernick RJ, Beydoun S, Wang E, Bugarin-Lapuz A, Shah YM, Leiser SF. Fmo5 plays a sex-specific role in goblet cell maturation and mucus barrier formation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.05.588360. [PMID: 38645243 PMCID: PMC11030302 DOI: 10.1101/2024.04.05.588360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
The intestine plays a key role in metabolism, nutrient and water absorption, and provides both physical and immunological defense against dietary and luminal antigens. The protective mucus lining in the intestine is a critical component of intestinal barrier function that when compromised, can lead to dysfunctional intestinal barriers that are a defining characteristic of inflammatory bowel disease (IBD), among other intestinal diseases. Here, we define a new role for the flavin-containing monooxygenase family of enzymes in maintaining a healthy intestinal epithelium. In nematodes, we find that Cefmo-2 is necessary and sufficient for proper intestinal barrier function, intestinal actin expression, and is induced by intestinal damage. In mice, we utilize an intestine-specific, inducible knockout model of the prevalent gut Fmo (Fmo5) and find striking phenotypes within two weeks of knockout. These phenotypes include sex-dependent changes in colon epithelial histology, goblet cell localization and maturation factors, and mucus barrier formation. Each of these changes are significantly more severe in female mice, plausibly mirroring differences observed in some types of IBD in humans. Looking further at these phenotypes, we find increased protein folding stress in Fmo5 knockout animals and successfully rescue the severe female phenotype with addition of a chemical ER chaperone. Together, our results identify a new role for Fmo5 in the mammalian intestine and support a key role for Fmo5 in maintenance of ER/protein homeostasis and proper mucus barrier formation.
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Phillips IR, Veeravalli S, Khadayate S, Shephard EA. Metabolomic and transcriptomic analyses of Fmo5-/- mice reveal roles for flavin-containing monooxygenase 5 (FMO5) in NRF2-mediated oxidative stress response, unfolded protein response, lipid homeostasis, and carbohydrate and one-carbon metabolism. PLoS One 2023; 18:e0286692. [PMID: 37267233 PMCID: PMC10237457 DOI: 10.1371/journal.pone.0286692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 05/20/2023] [Indexed: 06/04/2023] Open
Abstract
Flavin-containing monooxygenase 5 (FMO5) is a member of the FMO family of proteins, best known for their roles in the detoxification of foreign chemicals and, more recently, in endogenous metabolism. We have previously shown that Fmo5-/- mice display an age-related lean phenotype, with much reduced weight gain from 20 weeks of age. The phenotype is characterized by decreased fat deposition, lower plasma concentrations of glucose, insulin and cholesterol, higher glucose tolerance and insulin sensitivity, and resistance to diet-induced obesity. In the present study we report the use of metabolomic and transcriptomic analyses of livers of Fmo5-/- and wild-type mice to identify factors underlying the lean phenotype of Fmo5-/- mice and gain insights into the function of FMO5. Metabolomics was performed by the Metabolon platform, utilising ultrahigh performance liquid chromatography-tandem mass spectroscopy. Transcriptomics was performed by RNA-Seq and results analysed by DESeq2. Disruption of the Fmo5 gene has wide-ranging effects on the abundance of metabolites and expression of genes in the liver. Metabolites whose concentration differed between Fmo5-/- and wild-type mice include several saturated and monounsaturated fatty acids, complex lipids, amino acids, one-carbon intermediates and ADP-ribose. Among the genes most significantly and/or highly differentially expressed are Apoa4, Cd36, Fitm1, Hspa5, Hyou1, Ide, Me1 and Mme. The results reveal that FMO5 is involved in upregulating the NRF2-mediated oxidative stress response, the unfolded protein response and response to hypoxia and cellular stress, indicating a role for the enzyme in adaptation to oxidative and metabolic stress. FMO5 also plays a role in stimulating a wide range of metabolic pathways and processes, particularly ones involved in lipid homeostasis, the uptake and metabolism of glucose, the generation of cytosolic NADPH, and in one-carbon metabolism. The results predict that FMO5 acts by stimulating the NRF2, XBP1, PPARA and PPARG regulatory pathways, while inhibiting STAT1 and IRF7 pathways.
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Affiliation(s)
- Ian R. Phillips
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
- School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom
| | - Sunil Veeravalli
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Sanjay Khadayate
- MRC London Institute of Medical Sciences (LMS), London, United Kingdom
| | - Elizabeth A. Shephard
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
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The chromosome-level genome and key genes associated with mud-dwelling behavior and adaptations of hypoxia and noxious environments in loach (Misgurnus anguillicaudatus). BMC Biol 2023; 21:18. [PMID: 36726103 PMCID: PMC9893644 DOI: 10.1186/s12915-023-01517-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 01/18/2023] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND The loach (Misgurnus anguillicaudatus), the most widely distributed species of the family Cobitidae, displays a mud-dwelling behavior and intestinal air-breathing, inhabiting the muddy bottom of extensive freshwater habitats. However, lack of high-quality reference genome seriously limits the interpretation of the genetic basis of specialized adaptations of the loach to the adverse environments including but not limited to the extreme water temperature, hypoxic and noxious mud environment. RESULTS This study generated a 1.10-Gb high-quality, chromosome-anchored genome assembly, with a contig N50 of 3.83 Mb. Multiple comparative genomic analyses found that proto-oncogene c-Fos (fos), a regulator of bone development, is positively selected in loach. Knockout of fos (ID: Mis0086400.1) led to severe osteopetrosis and movement difficulties, combined with the comparison results of bone mineral density, supporting the hypothesis that fos is associated with loach mud-dwelling behavior. Based on genomic and transcriptomic analysis, we identified two key elements involved in the intestinal air-breathing of loach: a novel gene (ID: mis0158000.1) and heat shock protein beta-1 (hspb1). The flavin-containing monooxygenase 5 (fmo5) genes, central to xenobiotic metabolism, undergone expansion in loach and were identified as differentially expressed genes in a drug stress trial. A fmo5-/- (ID: Mis0185930.1) loach displayed liver and intestine injury, indicating the importance of this gene to the adaptation of the loach to the noxious mud. CONCLUSIONS Our work provides valuable insights into the genetic basis of biological adaptation to adverse environments.
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Neurobiological Basis of Aversion-Resistant Ethanol Seeking in C. elegans. Metabolites 2022; 13:metabo13010062. [PMID: 36676987 PMCID: PMC9861758 DOI: 10.3390/metabo13010062] [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: 10/05/2022] [Revised: 12/23/2022] [Accepted: 12/26/2022] [Indexed: 01/03/2023] Open
Abstract
Persistent alcohol seeking despite the risk of aversive consequences is a crucial characteristic of alcohol use disorders (AUDs). Therefore, an improved understanding of the molecular basis of alcohol seeking despite aversive stimuli or punishment in animal models is an important strategy to understand the mechanism that underpins the pathology of AUDs. Aversion-resistant seeking (ARS) is characterized by disruption in control of alcohol use featured by an imbalance between the urge for alcohol and the mediation of aversive stimuli. We exploited C. elegans, a genetically tractable invertebrate, as a model to elucidate genetic components related to this behavior. We assessed the seb-3 neuropeptide system and its transcriptional regulation to progress aversion-resistant ethanol seeking at the system level. Our functional genomic approach preferentially selected molecular components thought to be involved in cholesterol metabolism, and an orthogonal test defined functional roles in ARS through behavioral elucidation. Our findings suggest that fmo-2 (flavin-containing monooxygenase-2) plays a role in the progression of aversion-resistant ethanol seeking in C. elegans.
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Veeravalli S, Varshavi D, Scott FH, Varshavi D, Pullen FS, Veselkov K, Phillips IR, Everett JR, Shephard EA. Treatment of wild-type mice with 2,3-butanediol, a urinary biomarker of Fmo5 -/- mice, decreases plasma cholesterol and epididymal fat deposition. Front Physiol 2022; 13:859681. [PMID: 36003643 PMCID: PMC9393927 DOI: 10.3389/fphys.2022.859681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 07/11/2022] [Indexed: 11/25/2022] Open
Abstract
We previously showed that Fmo5 -/- mice exhibit a lean phenotype and slower metabolic ageing. Their characteristics include lower plasma glucose and cholesterol, greater glucose tolerance and insulin sensitivity, and a reduction in age-related weight gain and whole-body fat deposition. In this paper, nuclear magnetic resonance (NMR) spectroscopy-based metabolite analyses of the urine of Fmo5 -/- and wild-type mice identified two isomers of 2,3-butanediol as discriminating urinary biomarkers of Fmo5 -/- mice. Antibiotic-treatment of Fmo5 -/- mice increased plasma cholesterol concentration and substantially reduced urinary excretion of 2,3-butanediol isomers, indicating that the gut microbiome contributed to the lower plasma cholesterol of Fmo5 -/- mice, and that 2,3-butanediol is microbially derived. Short- and long-term treatment of wild-type mice with a 2,3-butanediol isomer mix decreased plasma cholesterol and epididymal fat deposition but had no effect on plasma concentrations of glucose or insulin, or on body weight. In the case of long-term treatment, the effects were maintained after withdrawal of 2,3-butanediol. Short-, but not long-term treatment, also decreased plasma concentrations of triglycerides and non-esterified fatty acids. Fecal transplant from Fmo5 -/- to wild-type mice had no effect on plasma cholesterol, and 2,3-butanediol was not detected in the urine of recipient mice, suggesting that the microbiota of the large intestine was not the source of 2,3-butanediol. However, 2,3-butanediol was detected in the stomach of Fmo5 -/- mice, which was enriched for Lactobacillus genera, known to produce 2,3-butanediol. Our results indicate a microbial contribution to the phenotypic characteristic of Fmo5 -/- mice of decreased plasma cholesterol and identify 2,3-butanediol as a potential agent for lowering plasma cholesterol.
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Affiliation(s)
- Sunil Veeravalli
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Dorsa Varshavi
- Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, United Kingdom
| | - Flora H. Scott
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Dorna Varshavi
- Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, United Kingdom
| | - Frank S. Pullen
- Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, United Kingdom
| | - Kirill Veselkov
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College, London, United Kingdom
| | - Ian R. Phillips
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
- School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom
| | - Jeremy R. Everett
- Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, United Kingdom
| | - Elizabeth A. Shephard
- Department of Structural and Molecular Biology, University College London, London, United Kingdom
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Veshkini A, M Hammon H, Vogel L, Delosière M, Viala D, Dèjean S, Tröscher A, Ceciliani F, Sauerwein H, Bonnet M. Liver proteome profiling in dairy cows during the transition from gestation to lactation: Effects of supplementation with essential fatty acids and conjugated linoleic acids as explored by PLS-DA. J Proteomics 2022; 252:104436. [PMID: 34839038 DOI: 10.1016/j.jprot.2021.104436] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 10/11/2021] [Accepted: 11/09/2021] [Indexed: 01/08/2023]
Abstract
This study aimed at investigating the synergistic effects of essential fatty acids (EFA) and conjugated linoleic acids (CLA) on the liver proteome profile of dairy cows during the transition to lactation. 16 Holstein cows were infused from 9 wk. antepartum to 9 wk. postpartum into the abomasum with either coconut oil (CTRL) or a mixture of EFA (linseed + safflower oil) and CLA (EFA + CLA). Label-free quantitative proteomics was performed in liver tissue biopsied at days -21, +1, +28, and + 63 relative to calving. Differentially abundant proteins (DAP) between treatment groups were identified at the intersection between a multivariate and a univariate analysis. In total, 1680 proteins were identified at each time point, of which between groups DAP were assigned to the metabolism of xenobiotics by cytochrome P450, drug metabolism - cytochrome P450, steroid hormone biosynthesis, glycolysis/gluconeogenesis, and glutathione metabolism. Cytochrome P450, as a central hub, enriched with specific CYP enzymes comprising: CYP51A1 (d - 21), CYP1A1 & CYP4F2 (d + 28), and CYP4V2 (d + 63). Collectively, supplementation of EFA + CLA in transition cows impacted hepatic lipid metabolism and enriched several common biological pathways at all time points that were mainly related to ω-oxidation of fatty acids through the Cytochrome p450 pathway. SIGNIFICANCE: In three aspects this manuscript is notable. First, this is among the first longitudinal proteomics studies in nutrition of dairy cows. The selected time points are critical periods around parturition with profound endocrine and metabolic adaptations. Second, our findings provided novel information on key drivers of biologically relevant pathways suggested according to previously reported performance, zootechnical, and metabolism data (already published elsewhere). Third, our results revealed the role of cytochrome P450 that is hardly investigated, and of ω-oxidation pathways in the metabolism of fatty acids with the involvement of specific enzymes.
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Affiliation(s)
- Arash Veshkini
- Institute of Animal Science, Physiology Unit, University of Bonn, Bonn, Germany; Research Institute for Farm Animal Biology (FBN), 18196 Dummerstorf, Germany; INRAE, Université Clermont Auvergne, VetAgro Sup, UMR Herbivores, F-63122 Saint-Genès-Champanelle, France; Department of Veterinary Medicine, Università degli Studi di Milano, Lodi, Italy
| | - Harald M Hammon
- Research Institute for Farm Animal Biology (FBN), 18196 Dummerstorf, Germany.
| | - Laura Vogel
- Research Institute for Farm Animal Biology (FBN), 18196 Dummerstorf, Germany
| | - Mylène Delosière
- INRAE, Université Clermont Auvergne, VetAgro Sup, UMR Herbivores, F-63122 Saint-Genès-Champanelle, France
| | - Didier Viala
- INRAE, Université Clermont Auvergne, VetAgro Sup, UMR Herbivores, F-63122 Saint-Genès-Champanelle, France
| | - Sèbastien Dèjean
- Institut de Mathématiques de Toulouse, UMR5219, Université de Toulouse, CNRS, UPS, 31062 Toulouse, France
| | | | - Fabrizio Ceciliani
- Department of Veterinary Medicine, Università degli Studi di Milano, Lodi, Italy
| | - Helga Sauerwein
- Institute of Animal Science, Physiology Unit, University of Bonn, Bonn, Germany
| | - Muriel Bonnet
- INRAE, Université Clermont Auvergne, VetAgro Sup, UMR Herbivores, F-63122 Saint-Genès-Champanelle, France.
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Delpero M, Arends D, Sprechert M, Krause F, Kluth O, Schürmann A, Brockmann GA, Hesse D. Identification of four novel QTL linked to the metabolic syndrome in the Berlin Fat Mouse. Int J Obes (Lond) 2021; 46:307-315. [PMID: 34689180 PMCID: PMC8794782 DOI: 10.1038/s41366-021-00991-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 10/01/2021] [Accepted: 10/06/2021] [Indexed: 12/30/2022]
Abstract
Background The Berlin Fat Mouse Inbred line (BFMI) is a model for obesity and the metabolic syndrome. This study aimed to identify genetic variants associated with impaired glucose metabolism using the obese lines BFMI861-S1 and BFMI861-S2, which are genetically closely related, but differ in several traits. BFMI861-S1 is insulin resistant and stores ectopic fat in the liver, whereas BFMI861-S2 is insulin sensitive. Methods In generation 10, 397 males of an advanced intercross line (AIL) BFMI861-S1 × BFMI861-S2 were challenged with a high-fat, high-carbohydrate diet and phenotyped over 25 weeks. QTL-analysis was performed after selective genotyping of 200 mice using the GigaMUGA Genotyping Array. Additional 197 males were genotyped for 7 top SNPs in QTL regions. For the prioritization of positional candidate genes whole genome sequencing and gene expression data of the parental lines were used. Results Overlapping QTL for gonadal adipose tissue weight and blood glucose concentration were detected on chromosome (Chr) 3 (95.8–100.1 Mb), and for gonadal adipose tissue weight, liver weight, and blood glucose concentration on Chr 17 (9.5–26.1 Mb). Causal modeling suggested for Chr 3-QTL direct effects on adipose tissue weight, but indirect effects on blood glucose concentration. Direct effects on adipose tissue weight, liver weight, and blood glucose concentration were suggested for Chr 17-QTL. Prioritized positional candidate genes for the identified QTL were Notch2 and Fmo5 (Chr 3) and Plg and Acat2 (Chr 17). Two additional QTL were detected for gonadal adipose tissue weight on Chr 15 (67.9–74.6 Mb) and for body weight on Chr 16 (3.9–21.4 Mb). Conclusions QTL mapping together with a detailed prioritization approach allowed us to identify candidate genes associated with traits of the metabolic syndrome. In addition, we provided evidence for direct and indirect genetic effects on blood glucose concentration in the insulin-resistant mouse line BFMI861-S1.
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Affiliation(s)
- Manuel Delpero
- Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Danny Arends
- Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Maximilian Sprechert
- Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Florian Krause
- Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Oliver Kluth
- Department für Experimentelle Diabetologie, Deutsches Institut für Ernährungsforschung Potsdam-Rehbrücke (DIfE), Nuthetal, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Annette Schürmann
- Department für Experimentelle Diabetologie, Deutsches Institut für Ernährungsforschung Potsdam-Rehbrücke (DIfE), Nuthetal, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany.,University of Potsdam, Institute of Nutritional Science, Potsdam, Germany
| | - Gudrun A Brockmann
- Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Deike Hesse
- Albrecht Daniel Thaer-Institut für Agrar- und Gartenbauwissenschaften, Humboldt-Universität zu Berlin, Berlin, Germany.
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Zhao S, Xu J, Zhang W, Yan W, Li G. Paternal exposure to microcystin-LR triggers developmental neurotoxicity in zebrafish offspring via an epigenetic mechanism involving MAPK pathway. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 792:148437. [PMID: 34153754 DOI: 10.1016/j.scitotenv.2021.148437] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 05/27/2021] [Accepted: 06/09/2021] [Indexed: 06/13/2023]
Abstract
Microcystin-LR (MCLR) induced impairment to male reproductive system and revealed the effects of transgenerational toxicity on offspring. But very little is known about the inheritance of these effects to offspring and the mechanisms involved. Here, we used methylated DNA immunoprecipitation sequencing (MeDIP-Seq) and microarray to characterize whole-genome DNA methylation and mRNA expression patterns in zebrafish testis after 6-week exposure to 5 and 20 μg/L MCLR. Accompanied with these analyses it revealed that MAPK pathway and ER pathway significantly enriched in zebrafish testes. Apoptosis and testicular damage were also observed in testis. Next, we test the transmission of effects to compare control-father and MCLR exposure-father progenies. DNA methylation analyses (via reduced representation bisulfite sequencing) reveal that the enrichment of differentially methylated regions on neurodevelopment after paternal MCLR exposure. Meanwhile, several genes associated with neurodevelopment were markedly downregulated in zebrafish larvae, and swimming speed was also reduced in the larvae. Interestingly, paternal MCLR exposure also triggered activation the phosphorylation of mitogen-activated protein kinase (MAPK) pathway which is also associated with neurodevelopmental disorders. These results demonstrated the significant effect that paternal MCLR exposure may have on gene-specific DNA methylation patterns in testis. Inherited epigenetic alterations through the germline may be the mechanism leading to developmental neurotoxicity in the offspring.
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Affiliation(s)
- Sujuan Zhao
- School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Jiayi Xu
- School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Weiyun Zhang
- School of Public Health, Anhui Medical University, Hefei 230032, China
| | - Wei Yan
- Institute of Agricultural Quality Standards & Testing Technology, Hubei Academy of Agricultural Sciences, Wuhan 430064, China
| | - Guangyu Li
- College of Fisheries, Huazhong Agricultural University, Wuhan 430070, China.
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10
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Luo R, Zhang H, Mukherjee N, Karmaus W, Patil V, Arshad H, Mzayek F. Association of grandmaternal smoking during pregnancy with DNA methylation of grandchildren: the Isle of Wight study. Epigenomics 2021; 13:1473-1483. [PMID: 34596434 DOI: 10.2217/epi-2020-0433] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Background: To investigate the intergenerational effects of grandmaternal smoking during pregnancy (GMSDP) on the DNA methylation of grandchildren. Methods: Data from the Isle of Wight birth cohort with information regarding GMSDP and DNA methylation profiling at the birth of grandchildren (n = 161) were used. Differentially methylated CpG sites related to GMSDP were identified using testing-training screening, analysis of variance and multivariate analysis of covariance. The association between identified CpG sites and expression levels of neighboring genes was tested by linear regression. Results: Twenty-three CpG sites were differentially methylated in grandchildren because of GMSDP, and eight of these were associated with expression levels of 13 neighboring genes. Conclusion: GMSDP has an intergenerational effect on the DNA methylation profile of grandchildren independent of maternal smoking during pregnancy.
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Affiliation(s)
- Rui Luo
- Division of Epidemiology, Biostatistics and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, USA
| | - Hongmei Zhang
- Division of Epidemiology, Biostatistics and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, USA
| | - Nandini Mukherjee
- Division of Epidemiology, Biostatistics and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, USA
| | - Wilfried Karmaus
- Division of Epidemiology, Biostatistics and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, USA
| | - Veeresh Patil
- David Hide Asthma and Allergy Research Centre, Newport, PO30 5TG, UK
| | - Hasan Arshad
- David Hide Asthma and Allergy Research Centre, Newport, PO30 5TG, UK.,Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, SO16 6YD, UK
| | - Fawaz Mzayek
- Division of Epidemiology, Biostatistics and Environmental Health, School of Public Health, University of Memphis, Memphis, TN 38152, USA
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Krueger ES, Lloyd TS, Tessem JS. The Accumulation and Molecular Effects of Trimethylamine N-Oxide on Metabolic Tissues: It's Not All Bad. Nutrients 2021; 13:nu13082873. [PMID: 34445033 PMCID: PMC8400152 DOI: 10.3390/nu13082873] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/15/2021] [Accepted: 08/19/2021] [Indexed: 02/07/2023] Open
Abstract
Since elevated serum levels of trimethylamine N-oxide (TMAO) were first associated with increased risk of cardiovascular disease (CVD), TMAO research among chronic diseases has grown exponentially. We now know that serum TMAO accumulation begins with dietary choline metabolism across the microbiome-liver-kidney axis, which is typically dysregulated during pathogenesis. While CVD research links TMAO to atherosclerotic mechanisms in vascular tissue, its molecular effects on metabolic tissues are unclear. Here we report the current standing of TMAO research in metabolic disease contexts across relevant tissues including the liver, kidney, brain, adipose, and muscle. Since poor blood glucose management is a hallmark of metabolic diseases, we also explore the variable TMAO effects on insulin resistance and insulin production. Among metabolic tissues, hepatic TMAO research is the most common, whereas its effects on other tissues including the insulin producing pancreatic β-cells are largely unexplored. Studies on diseases including obesity, diabetes, liver diseases, chronic kidney disease, and cognitive diseases reveal that TMAO effects are unique under pathologic conditions compared to healthy controls. We conclude that molecular TMAO effects are highly context-dependent and call for further research to clarify the deleterious and beneficial molecular effects observed in metabolic disease research.
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Affiliation(s)
- Emily S. Krueger
- Department of Nutrition, Dietetics and Food Science, Brigham Young University, Provo, UT 84602, USA; (E.S.K.); (T.S.L.)
| | - Trevor S. Lloyd
- Department of Nutrition, Dietetics and Food Science, Brigham Young University, Provo, UT 84602, USA; (E.S.K.); (T.S.L.)
- Medical Education Program, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA
| | - Jeffery S. Tessem
- Department of Nutrition, Dietetics and Food Science, Brigham Young University, Provo, UT 84602, USA; (E.S.K.); (T.S.L.)
- Correspondence: ; Tel.: +1-801-422-9082
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Huang S, Howington MB, Dobry CJ, Evans CR, Leiser SF. Flavin-Containing Monooxygenases Are Conserved Regulators of Stress Resistance and Metabolism. Front Cell Dev Biol 2021; 9:630188. [PMID: 33644069 PMCID: PMC7907451 DOI: 10.3389/fcell.2021.630188] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 01/15/2021] [Indexed: 01/14/2023] Open
Abstract
Flavin-Containing Monooxygenases are conserved xenobiotic-detoxifying enzymes. Recent studies have revealed endogenous functions of FMOs in regulating longevity in Caenorhabditis elegans and in regulating aspects of metabolism in mice. To explore the cellular mechanisms of FMO's endogenous function, here we demonstrate that all five functional mammalian FMOs may play similar endogenous roles to improve resistance to a wide range of toxic stresses in both kidney and liver cells. We further find that stress-activated c-Jun N-terminal kinase activity is enhanced in FMO-overexpressing cells, which may lead to increased survival under stress. Furthermore, FMO expression modulates cellular metabolic activity as measured by mitochondrial respiration, glycolysis, and metabolomics analyses. FMO expression augments mitochondrial respiration and significantly changes central carbon metabolism, including amino acid and energy metabolism pathways. Together, our findings demonstrate an important endogenous role for the FMO family in regulation of cellular stress resistance and major cellular metabolic activities including central carbon metabolism.
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Affiliation(s)
- Shijiao Huang
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, United States
| | - Marshall B. Howington
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, MI, United States
| | - Craig J. Dobry
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, United States
| | - Charles R. Evans
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Scott F. Leiser
- Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, United States
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
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Kong L, Chen J, Ji X, Qin Q, Yang H, Liu D, Li D, Sun M. Alcoholic fatty liver disease inhibited the co-expression of Fmo5 and PPARα to activate the NF-κB signaling pathway, thereby reducing liver injury via inducing gut microbiota disturbance. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2021; 40:18. [PMID: 33413501 PMCID: PMC7788704 DOI: 10.1186/s13046-020-01782-w] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 11/15/2020] [Indexed: 02/07/2023]
Abstract
Background Alcohol-induced intestinal dysbiosis disrupts and inflammatory responses are essential in the development of alcoholic fatty liver disease (AFLD). Here, we investigated the effects of Fmo5 on changes in enteric microbiome composition in a model of AFLD and dissected the pathogenic role of Fmo5 in AFLD-induced liver pathology. Methods The expression profile data of GSE8006 and GSE40334 datasets were downloaded from the GEO database. The WGCNA approach allowed us to investigate the AFLD-correlated module. DEGs were used to perform KEGG pathway enrichment analyses. Four PPI networks were constructed using the STRING database and visualized using Cytoscape software. The Cytohubba plug-in was used to identify the hub genes. Western blot and immunohistochemistry assays were used to detect protein expression. ELISA assay was used to detect the levels of serum inflammatory cytokines. Lipid droplets in the cytoplasm were observed using Oil Red O staining. Apoptosis was detected using a TUNEL assay and flow cytometry analysis. ROS levels were detected using flow cytometry analysis. Nuclear translocation of NF-κB p65 was observed using immunofluorescence staining. Co-immunoprecipitation was used to detect the co-expression of PPARα and Fmo5 in L02 cells. 16S rDNA sequencing defined the bacterial communities in mice with AFLD. Results Fmo5 is a key DEG and is closely associated with the gut microbiota and PPAR signaling pathway. Gut microbiome function in AFLD was significantly related to the PPAR signaling pathway. AFLD induced shifts in various bacterial phyla in the cecum, including a reduction in Bacteroidetes and increased Firmicutes. Fmo5 and PPARα co-expression in cell and animal models with AFLD, which decreased significantly. Silencing of Fmo5 and PPARα aggravated the functions of AFLD inducing apoptosis and inflammatory response, promoting liver injury, and activating the NF-κB signaling pathway in vivo and in vitro. The NF-κB inhibitor abolished the functions of silencing of Fmo5 and PPARα promoting AFLD-induced apoptosis, inflammatory response, and liver injury. Conclusion Our data indicated that the co-expression of Fmo5 and PPARα was involved in AFLD-related gut microbiota composition and alleviated AFLD-induced liver injury, apoptosis, and inflammatory response by inhibiting the nuclear translocation of NF-κB p65 to inhibit the NF-κB signaling pathway. Supplementary Information The online version contains supplementary material available at 10.1186/s13046-020-01782-w.
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Affiliation(s)
- Lingjian Kong
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe East Road, Henan Province, Zhengzhou, 450052, PR China.
| | - Jing Chen
- Department of Gastroenterology, The Second Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, 150086, PR China
| | - Xiaoli Ji
- Department of Intervention, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, 450052, PR China
| | - Qian Qin
- Physical Examination Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, 450052, PR China
| | - Huiyu Yang
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe East Road, Henan Province, Zhengzhou, 450052, PR China
| | - Dan Liu
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe East Road, Henan Province, Zhengzhou, 450052, PR China
| | - Deliang Li
- Department of Gastroenterology, The First Affiliated Hospital of Zhengzhou University, No.1 Jianshe East Road, Henan Province, Zhengzhou, 450052, PR China
| | - Meiling Sun
- Department of Gastroenterology, ZhuJiang Hospital of Southern Medical University, Guangzhou, Guangdong Province, 510280, PR China
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Veeravalli S, Phillips IR, Freire RT, Varshavi D, Everett JR, Shephard EA. Flavin-Containing Monooxygenase 1 Catalyzes the Production of Taurine from Hypotaurine. Drug Metab Dispos 2020; 48:378-385. [PMID: 32156684 DOI: 10.1124/dmd.119.089995] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Accepted: 02/03/2020] [Indexed: 12/22/2022] Open
Abstract
Taurine is one of the most abundant amino acids in mammalian tissues. It is obtained from the diet and by de novo synthesis from cysteic acid or hypotaurine. Despite the discovery in 1954 that the oxygenation of hypotaurine produces taurine, the identification of an enzyme catalyzing this reaction has remained elusive. In large part, this is due to the incorrect assignment, in 1962, of the enzyme as an NAD-dependent hypotaurine dehydrogenase. For more than 55 years, the literature has continued to refer to this enzyme as such. Here we show, both in vivo and in vitro, that the enzyme that oxygenates hypotaurine to produce taurine is flavin-containing monooxygenase (FMO) 1. Metabolite analysis of the urine of Fmo1-null mice by 1H NMR spectroscopy revealed a buildup of hypotaurine and a deficit of taurine in comparison with the concentrations of these compounds in the urine of wild-type mice. In vitro assays confirmed that human FMO1 catalyzes the conversion of hypotaurine to taurine, utilizing either NADPH or NADH as cofactor. FMO1 has a wide substrate range and is best known as a xenobiotic- or drug-metabolizing enzyme. The identification that the endogenous molecule hypotaurine is a substrate for the FMO1-catalyzed production of taurine resolves a long-standing mystery. This finding should help establish the role FMO1 plays in a range of biologic processes in which taurine or its deficiency is implicated, including conjugation of bile acids, neurotransmitter, antioxidant and anti-inflammatory functions, and the pathogenesis of obesity and skeletal muscle disorders. SIGNIFICANCE STATEMENT: The identity of the enzyme that catalyzes the biosynthesis of taurine from hypotaurine has remained elusive. Here we show, both in vivo and in vitro, that flavin-containing monooxygenase 1 catalyzes the oxygenation of hypotaurine to produce taurine.
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Affiliation(s)
- Sunil Veeravalli
- Department of Structural and Molecular Biology, University College London, London, United Kingdom (S.V., I.R.P., E.A.S.); School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.); and Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent, United Kingdom (R.T.F., D.V., J.R.E.)
| | - Ian R Phillips
- Department of Structural and Molecular Biology, University College London, London, United Kingdom (S.V., I.R.P., E.A.S.); School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.); and Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent, United Kingdom (R.T.F., D.V., J.R.E.)
| | - Rafael T Freire
- Department of Structural and Molecular Biology, University College London, London, United Kingdom (S.V., I.R.P., E.A.S.); School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.); and Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent, United Kingdom (R.T.F., D.V., J.R.E.)
| | - Dorsa Varshavi
- Department of Structural and Molecular Biology, University College London, London, United Kingdom (S.V., I.R.P., E.A.S.); School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.); and Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent, United Kingdom (R.T.F., D.V., J.R.E.)
| | - Jeremy R Everett
- Department of Structural and Molecular Biology, University College London, London, United Kingdom (S.V., I.R.P., E.A.S.); School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.); and Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent, United Kingdom (R.T.F., D.V., J.R.E.)
| | - Elizabeth A Shephard
- Department of Structural and Molecular Biology, University College London, London, United Kingdom (S.V., I.R.P., E.A.S.); School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.); and Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent, United Kingdom (R.T.F., D.V., J.R.E.)
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15
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Phillips IR, Shephard EA. Flavin-containing monooxygenases: new structures from old proteins. Nat Struct Mol Biol 2020; 27:3-4. [DOI: 10.1038/s41594-019-0356-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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16
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Ancestral-sequence reconstruction unveils the structural basis of function in mammalian FMOs. Nat Struct Mol Biol 2019; 27:14-24. [PMID: 31873300 DOI: 10.1038/s41594-019-0347-2] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 11/01/2019] [Indexed: 02/02/2023]
Abstract
Flavin-containing monooxygenases (FMOs) are ubiquitous in all domains of life and metabolize a myriad of xenobiotics, including toxins, pesticides and drugs. However, despite their pharmacological importance, structural information remains bereft. To further our understanding behind their biochemistry and diversity, we used ancestral-sequence reconstruction, kinetic and crystallographic techniques to scrutinize three ancient mammalian FMOs: AncFMO2, AncFMO3-6 and AncFMO5. Remarkably, all AncFMOs could be crystallized and were structurally resolved between 2.7- and 3.2-Å resolution. These crystal structures depict the unprecedented topology of mammalian FMOs. Each employs extensive membrane-binding features and intricate substrate-profiling tunnel networks through a conspicuous membrane-adhering insertion. Furthermore, a glutamate-histidine switch is speculated to induce the distinctive Baeyer-Villiger oxidation activity of FMO5. The AncFMOs exhibited catalysis akin to human FMOs and, with sequence identities between 82% and 92%, represent excellent models. Our study demonstrates the power of ancestral-sequence reconstruction as a strategy for the crystallization of proteins.
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Abstract
Flavin-containing monooxygenases (FMOs) catalyze the oxygenation of numerous foreign chemicals. This review considers the roles of FMOs in the metabolism of endogenous substrates and in physiological processes, and focuses on FMOs of human and mouse. Tyramine, phenethylamine, trimethylamine, cysteamine, methionine, lipoic acid and lipoamide have been identified as endogenous or dietary-derived substrates of FMOs in vitro. However, with the exception of trimethylamine, the role of FMOs in the metabolism of these compounds in vivo is unclear. The use, as experimental models, of knockout-mouse lines deficient in various Fmo genes has revealed previously unsuspected roles for FMOs in endogenous metabolic processes. FMO1 has been identified as a novel regulator of energy balance that acts to promote metabolic efficiency, and also as being involved in the biosynthesis of taurine, by catalyzing the S-oxygenation of hypotaurine. FMO5 has been identified as a regulator of metabolic ageing and glucose homeostasis that apparently acts by sensing or responding to gut bacteria. Thus, FMOs do not function only as xenobiotic-metabolizing enzymes and there is a risk that exposure to drugs and environmental chemicals that are substrates or inducers of FMOs would perturb the endogenous functions of these enzymes.
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Chen M, Guan B, Xu H, Yu F, Zhang T, Wu B. The Molecular Mechanism Regulating Diurnal Rhythm of Flavin-Containing Monooxygenase 5 in Mouse Liver. Drug Metab Dispos 2019; 47:1333-1342. [PMID: 31515204 DOI: 10.1124/dmd.119.088450] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 08/28/2019] [Indexed: 01/06/2023] Open
Abstract
Flavin-containing monooxygenase 5 (FMO5) is a phase I enzyme that plays an important role in xenobiotic metabolism. Here, we aimed to characterize diurnal rhythms of Fmo5 expression and activity in mouse liver and to investigate the potential roles of clock genes (Bmal1, Rev-erbα, and E4bp4) in the generation of diurnal rhythms. Fmo5 mRNA and protein showed robust diurnal rhythms, with peak values at zeitgeber time (ZT) 10/14 and trough values at ZT2/22 in mouse liver. Consistently, a diurnal rhythm was observed for in vitro microsomal Baeyer-Villiger oxidation of pentoxifylline (PTX), a specific reaction catalyzed by Fmo5. Pharmacokinetic studies revealed a more extensive Baeyer-Villiger oxidation of PTX at dosing time of ZT14 than at ZT2, consistent with the diurnal pattern of Fmo5 protein. Fmo5 expression was downregulated and its rhythm was blunted in Bmal1 -/- and Rev-erbα -/- mice. Positive regulation of Fmo5 by Bmal1 and Rev-erbα was confirmed in primary mouse hepatocytes and/or Hepa1-6 cells. Furthermore, Fmo5 expression was upregulated and its rhythm was attenuated in E4bp4 -/- mice. Negative regulation of Fmo5 by E4bp4 was validated using primary mouse hepatocytes. Combined luciferase reporter and chromatin immunoprecipitation assays demonstrated that Bmal1 (a known Rev-erbα activator) activated Fmo5 transcription via direct binding to an E-box (-1822/-1816 bp) in the promoter, whereas E4bp4 (a known Rev-erbα target gene) inhibited Fmo5 transcription by binding to two D-boxes (-1726/-1718 and -804/-796 bp). In conclusion, circadian clock genes control diurnal expression of Fmo5 through transcriptional actions on E-box and D-box cis-elements. SIGNIFICANCE STATEMENT: Hepatic Fmo5 displayed diurnal rhythmicities in expression and activity in mice. We uncovered the molecular mechanism by which the rhythmic Fmo5 expression was generated. Fmo5 promoter presents E-box and D-box binding elements for transcriptional actions from circadian clock proteins such as Bmal1, E4bp4, and Dbp. These findings have implications for understanding clock-controlled drug metabolism and for facilitating the practice of chronotherapeutics.
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Affiliation(s)
- Min Chen
- Research Center for Biopharmaceutics and Pharmacokinetics (M.C., H.X., FY., T.Z., B.W.) and International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) (M.C., B.W.), College of Pharmacy, Jinan University, Guangzhou, China; and Department of Nephrology, the First Affiliated Hospital of Jinan University, Guangzhou, China (B.G.)
| | - Baozhang Guan
- Research Center for Biopharmaceutics and Pharmacokinetics (M.C., H.X., FY., T.Z., B.W.) and International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) (M.C., B.W.), College of Pharmacy, Jinan University, Guangzhou, China; and Department of Nephrology, the First Affiliated Hospital of Jinan University, Guangzhou, China (B.G.)
| | - Haiman Xu
- Research Center for Biopharmaceutics and Pharmacokinetics (M.C., H.X., FY., T.Z., B.W.) and International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) (M.C., B.W.), College of Pharmacy, Jinan University, Guangzhou, China; and Department of Nephrology, the First Affiliated Hospital of Jinan University, Guangzhou, China (B.G.)
| | - Fangjun Yu
- Research Center for Biopharmaceutics and Pharmacokinetics (M.C., H.X., FY., T.Z., B.W.) and International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) (M.C., B.W.), College of Pharmacy, Jinan University, Guangzhou, China; and Department of Nephrology, the First Affiliated Hospital of Jinan University, Guangzhou, China (B.G.)
| | - Tianpeng Zhang
- Research Center for Biopharmaceutics and Pharmacokinetics (M.C., H.X., FY., T.Z., B.W.) and International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) (M.C., B.W.), College of Pharmacy, Jinan University, Guangzhou, China; and Department of Nephrology, the First Affiliated Hospital of Jinan University, Guangzhou, China (B.G.)
| | - Baojian Wu
- Research Center for Biopharmaceutics and Pharmacokinetics (M.C., H.X., FY., T.Z., B.W.) and International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug Development of Chinese Ministry of Education (MOE) (M.C., B.W.), College of Pharmacy, Jinan University, Guangzhou, China; and Department of Nephrology, the First Affiliated Hospital of Jinan University, Guangzhou, China (B.G.)
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Phillips IR, Shephard EA. Flavin-containing monooxygenase 3 (FMO3): genetic variants and their consequences for drug metabolism and disease. Xenobiotica 2019; 50:19-33. [DOI: 10.1080/00498254.2019.1643515] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Ian R. Phillips
- Research Department of Structural and Molecular Biology, University College London, London, UK
- School of Biological and Chemical Sciences, Queen Mary University of London, London, UK
| | - Elizabeth A. Shephard
- Research Department of Structural and Molecular Biology, University College London, London, UK
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Forsingdal A, Jørgensen TN, Olsen L, Werge T, Didriksen M, Nielsen J. Can Animal Models of Copy Number Variants That Predispose to Schizophrenia Elucidate Underlying Biology? Biol Psychiatry 2019; 85:13-24. [PMID: 30144930 DOI: 10.1016/j.biopsych.2018.07.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Revised: 06/15/2018] [Accepted: 07/03/2018] [Indexed: 12/21/2022]
Abstract
The diagnosis of schizophrenia rests on clinical criteria that cannot be assessed in animal models. Together with absence of a clear underlying pathology and understanding of what causes schizophrenia, this has hindered development of informative animal models. However, recent large-scale genomic studies have identified copy number variants (CNVs) that confer high risk of schizophrenia and have opened a new avenue for generation of relevant animal models. Eight recurrent CNVs have reproducibly been shown to increase the risk of schizophrenia by severalfold: 22q11.2(del), 15q13.3(del), 1q21(del), 1q21(dup), NRXN1(del), 3q29(del), 7q11.23(dup), and 16p11.2(dup). Five of these CNVs have been modeled in animals, mainly mice, but also rats, flies, and zebrafish, and have been shown to recapitulate behavioral and electrophysiological aspects of schizophrenia. Here, we provide an overview of the schizophrenia-related phenotypes found in animal models of schizophrenia high-risk CNVs. We also discuss strengths and limitations of the CNV models, and how they can advance our biological understanding of mechanisms that can lead to schizophrenia and can be used to develop new and better treatments for schizophrenia.
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Affiliation(s)
- Annika Forsingdal
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde; Institute of Biological Psychiatry, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde; Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Copenhagen, Denmark
| | - Trine Nygaard Jørgensen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde
| | - Line Olsen
- Institute of Biological Psychiatry, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde; iPSYCH, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Copenhagen, Denmark
| | - Thomas Werge
- Institute of Biological Psychiatry, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde; Institute of Clinical Sciences, Faculty of Medicine and Health Sciences, University of Copenhagen, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Copenhagen, Denmark; iPSYCH, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Copenhagen, Denmark
| | - Michael Didriksen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde
| | - Jacob Nielsen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Mental Health Center, Sankt Hans Hospital, Mental Health Services, Roskilde.
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Varshavi D, Scott FH, Varshavi D, Veeravalli S, Phillips IR, Veselkov K, Strittmatter N, Takats Z, Shephard EA, Everett JR. Metabolic Biomarkers of Ageing in C57BL/6J Wild-Type and Flavin-Containing Monooxygenase 5 (FMO5)-Knockout Mice. Front Mol Biosci 2018; 5:28. [PMID: 29686991 PMCID: PMC5900034 DOI: 10.3389/fmolb.2018.00028] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2017] [Accepted: 03/19/2018] [Indexed: 12/16/2022] Open
Abstract
It was recently demonstrated in mice that knockout of the flavin-containing monooxygenase 5 gene, Fmo5, slows metabolic ageing via pleiotropic effects. We have now used an NMR-based metabonomics approach to study the effects of ageing directly on the metabolic profiles of urine and plasma from male, wild-type C57BL/6J and Fmo5-/- (FMO5 KO) mice back-crossed onto the C57BL/6J background. The aim of this study was to identify metabolic signatures that are associated with ageing in both these mouse lines and to characterize the age-related differences in the metabolite profiles between the FMO5 KO mice and their wild-type counterparts at equivalent time points. We identified a range of age-related biomarkers in both urine and plasma. Some metabolites, including urinary 6-hydroxy-6-methylheptan-3-one (6H6MH3O), a mouse sex pheromone, showed similar patterns of changes with age, regardless of genetic background. Others, however, were altered only in the FMO5 KO, or only in the wild-type mice, indicating the impact of genetic modifications on mouse ageing. Elevated concentrations of urinary taurine represent a distinctive, ageing-related change observed only in wild-type mice.
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Affiliation(s)
- Dorsa Varshavi
- Medway Metabonomics Research Group, University of Greenwich, Chatham, United Kingdom
| | - Flora H Scott
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Dorna Varshavi
- Medway Metabonomics Research Group, University of Greenwich, Chatham, United Kingdom
| | - Sunil Veeravalli
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Ian R Phillips
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom.,School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom
| | - Kirill Veselkov
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College, London, United Kingdom
| | - Nicole Strittmatter
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College, London, United Kingdom
| | - Zoltan Takats
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College, London, United Kingdom
| | - Elizabeth A Shephard
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom
| | - Jeremy R Everett
- Medway Metabonomics Research Group, University of Greenwich, Chatham, United Kingdom
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Zhang T, Yang P, Wei J, Li W, Zhong J, Chen H, Cao J. Overexpression of flavin-containing monooxygenase 5 predicts poor prognosis in patients with colorectal cancer. Oncol Lett 2018; 15:3923-3927. [PMID: 29456741 DOI: 10.3892/ol.2018.7724] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2017] [Accepted: 11/21/2017] [Indexed: 12/15/2022] Open
Abstract
The present study investigated the expression and clinical significance of flavin-containing monooxygenase 5 (FMO5) in colorectal cancer (CRC). The expression of FMO5 was detected by immunohistochemistry in 208 colon cancer tissues and 8 normal colon tissues. Then, the correlations of FMO5 expression with several clinicopathological features were evaluated. FMO5 mRNA expression from The Cancer Genome Atlas dataset was assessed for further validation. In addition, the association of the expression of FMO5 with prognosis was further evaluated by Kaplan-Meier survival curves and Cox proportional hazards model. The FMO5 protein level in colon cancer tissues was significantly higher than that in normal colon tissues (P<0.001). Overexpression of FMO5 was associated with an advanced clinical stage of cancer (P=0.018) and lymph node metastasis (P=0.03). The TCGA dataset also demonstrated that FMO5 was upregulated in CRC with advanced clinical stage (P=0.047), lymph node metastasis (P=0.045) and distant metastasis (P=0.030). The Kaplan-Meier survival curves showed that higher FMO5 mRNA indicated a shorter overall survival in patients with CRC compared with a low expression of FMO5 (P=0.029). Cox proportional hazards regression revealed that a high FMO5 mRNA level served as an independent prognostic factor for patients with CRC (hazard ratio, 2.865; 95% confidence interval, 1.116-7.355; P=0.029). A high expression of FMO5 may serve roles in colorectal carcinogenesis and distant metastasis. FMO5 may be an independent predictive factor for the prognosis of CRC.
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Affiliation(s)
- Tong Zhang
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Ping Yang
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Jianchang Wei
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Wanglin Li
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Junbin Zhong
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Huacui Chen
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
| | - Jie Cao
- Department of General Surgery, Guangzhou Digestive Disease Center, Guangzhou First People's Hospital, Guangzhou Medical University, Guangzhou, Guangdong 510180, P.R. China
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Nielsen J, Fejgin K, Sotty F, Nielsen V, Mørk A, Christoffersen CT, Yavich L, Lauridsen JB, Clausen D, Larsen PH, Egebjerg J, Werge TM, Kallunki P, Christensen KV, Didriksen M. A mouse model of the schizophrenia-associated 1q21.1 microdeletion syndrome exhibits altered mesolimbic dopamine transmission. Transl Psychiatry 2017; 7:1261. [PMID: 29187755 PMCID: PMC5802512 DOI: 10.1038/s41398-017-0011-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 07/19/2017] [Accepted: 08/04/2017] [Indexed: 01/07/2023] Open
Abstract
1q21.1 hemizygous microdeletion is a copy number variant leading to eightfold increased risk of schizophrenia. In order to investigate biological alterations induced by this microdeletion, we generated a novel mouse model (Df(h1q21)/+) and characterized it in a broad test battery focusing on schizophrenia-related assays. Df(h1q21)/+ mice displayed increased hyperactivity in response to amphetamine challenge and increased sensitivity to the disruptive effects of amphetamine and phencyclidine hydrochloride (PCP) on prepulse inhibition. Probing of the direct dopamine (DA) pathway using the DA D1 receptor agonist SKF-81297 revealed no differences in induced locomotor activity compared to wild-type mice, but Df(h1q21)/+ mice showed increased sensitivity to the DA D2 receptor agonist quinpirole and the D1/D2 agonist apomorphine. Electrophysiological characterization of DA neuron firing in the ventral tegmental area revealed more spontaneously active DA neurons and increased firing variability in Df(h1q21)/+ mice, and decreased feedback reduction of DA neuron firing in response to amphetamine. In a range of other assays, Df(h1q21)/+ mice showed no difference from wild-type mice: gross brain morphology and basic functions such as reflexes, ASR, thermal pain sensitivity, and motor performance were unaltered. Similarly, anxiety related measures, baseline prepulse inhibition, and seizure threshold were unaltered. In addition to the central nervous system-related phenotypes, Df(h1q21)/+ mice exhibited reduced head-to tail length, which is reminiscent of the short stature reported in humans with 1q21.1 deletion. With aspects of both construct and face validity, the Df(h1q21)/+ model may be used to gain insight into schizophrenia-relevant alterations in dopaminergic transmission.
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MESH Headings
- Abnormalities, Multiple/metabolism
- Abnormalities, Multiple/pathology
- Abnormalities, Multiple/physiopathology
- Amphetamine/pharmacology
- Animals
- Apomorphine/pharmacology
- Behavior, Animal/drug effects
- Benzazepines/pharmacology
- Chromosome Deletion
- Chromosomes, Human, Pair 1/metabolism
- Disease Models, Animal
- Dopamine Agonists/administration & dosage
- Dopamine Agonists/pharmacology
- Dopamine Uptake Inhibitors/administration & dosage
- Dopamine Uptake Inhibitors/pharmacology
- Dopaminergic Neurons/drug effects
- Dopaminergic Neurons/metabolism
- Excitatory Amino Acid Antagonists/administration & dosage
- Excitatory Amino Acid Antagonists/pharmacology
- Megalencephaly/metabolism
- Megalencephaly/pathology
- Megalencephaly/physiopathology
- Mice
- Mice, Inbred C57BL
- Nucleus Accumbens/drug effects
- Nucleus Accumbens/metabolism
- Phencyclidine/pharmacology
- Phenotype
- Prepulse Inhibition/drug effects
- Quinpirole/pharmacology
- Receptors, Dopamine/drug effects
- Receptors, Dopamine/metabolism
- Schizophrenia/metabolism
- Schizophrenia/pathology
- Schizophrenia/physiopathology
- Ventral Tegmental Area/drug effects
- Ventral Tegmental Area/metabolism
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Affiliation(s)
- Jacob Nielsen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark.
| | - Kim Fejgin
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark
| | - Florence Sotty
- Division of Neurodegeneration, H. Lundbeck A/S, Valby, Denmark
| | - Vibeke Nielsen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark
| | - Arne Mørk
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark
| | | | - Leonid Yavich
- Invilog Research Ltd and School of Pharmacy, University of Eastern Finland, Kuopio, Finland
| | - Jes B Lauridsen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark
| | - Dorte Clausen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark
| | - Peter H Larsen
- Division of Synaptic Transmission, H. Lundbeck A/S, Valby, Denmark
| | - Jan Egebjerg
- Division of Neurodegeneration, H. Lundbeck A/S, Valby, Denmark
| | - Thomas M Werge
- Institute of Biological Psychiatry, Mental Health Services of Copenhagen, University of Copenhagen & The Lundbeck Foundation's IPSYCH Initiative, Copenhagen, Denmark
| | - Pekka Kallunki
- Division of Neurodegeneration, H. Lundbeck A/S, Valby, Denmark
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24
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Pravenec M, Saba LM, Zídek V, Landa V, Mlejnek P, Šilhavý J, Šimáková M, Strnad H, Trnovská J, Škop V, Hüttl M, Marková I, Oliyarnyk O, Malínská H, Kazdová L, Smith H, Tabakoff B. Systems genetic analysis of brown adipose tissue function. Physiol Genomics 2017; 50:52-66. [PMID: 29127223 DOI: 10.1152/physiolgenomics.00091.2017] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Brown adipose tissue (BAT) has been suggested to play an important role in lipid and glucose metabolism in rodents and possibly also in humans. In the current study, we used genetic and correlation analyses in the BXH/HXB recombinant inbred (RI) strains, derived from Brown Norway (BN) and spontaneously hypertensive rats (SHR), to identify genetic determinants of BAT function. Linkage analyses revealed a quantitative trait locus (QTL) associated with interscapular BAT mass on chromosome 4 and two closely linked QTLs associated with glucose oxidation and glucose incorporation into BAT lipids on chromosome 2. Using weighted gene coexpression network analysis (WGCNA) we identified 1,147 gene coexpression modules in the BAT from BXH/HXB rats and mapped their module eigengene QTLs. Through an unsupervised analysis, we identified modules related to BAT relative mass and function. The Coral4.1 coexpression module is associated with BAT relative mass (includes Cd36 highly connected gene), and the Darkseagreen coexpression module is associated with glucose incorporation into BAT lipids (includes Hiat1, Fmo5, and Sort1 highly connected transcripts). Because multiple statistical criteria were used to identify candidate modules, significance thresholds for individual tests were not adjusted for multiple comparisons across modules. In summary, a systems genetic analysis using genomic and quantitative transcriptomic and physiological information has produced confirmation of several known genetic factors and significant insight into novel genetic components functioning in BAT and possibly contributing to traits characteristic of the metabolic syndrome.
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Affiliation(s)
- Michal Pravenec
- Institute of Physiology of the Czech Academy of Sciences , Prague , Czech Republic
| | - Laura M Saba
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus , Aurora, Colorado
| | - Václav Zídek
- Institute of Physiology of the Czech Academy of Sciences , Prague , Czech Republic
| | - Vladimír Landa
- Institute of Physiology of the Czech Academy of Sciences , Prague , Czech Republic
| | - Petr Mlejnek
- Institute of Physiology of the Czech Academy of Sciences , Prague , Czech Republic
| | - Jan Šilhavý
- Institute of Physiology of the Czech Academy of Sciences , Prague , Czech Republic
| | - Miroslava Šimáková
- Institute of Physiology of the Czech Academy of Sciences , Prague , Czech Republic
| | - Hynek Strnad
- Institute of Molecular Genetics of the Czech Academy of Sciences , Prague , Czech Republic
| | - Jaroslava Trnovská
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Vojtěch Škop
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Martina Hüttl
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Irena Marková
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Olena Oliyarnyk
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Hana Malínská
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Ludmila Kazdová
- Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Harry Smith
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus , Aurora, Colorado.,Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus , Aurora, Colorado
| | - Boris Tabakoff
- Department of Pharmaceutical Sciences, Skaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado Anschutz Medical Campus , Aurora, Colorado
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25
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Veeravalli S, Karu K, Scott F, Fennema D, Phillips IR, Shephard EA. Effect of Flavin-Containing Monooxygenase Genotype, Mouse Strain, and Gender on Trimethylamine N-oxide Production, Plasma Cholesterol Concentration, and an Index of Atherosclerosis. Drug Metab Dispos 2017; 46:20-25. [PMID: 29070510 PMCID: PMC5733448 DOI: 10.1124/dmd.117.077636] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 10/19/2017] [Indexed: 11/22/2022] Open
Abstract
The objectives of the study were to determine the contribution, in mice, of members of the flavin-containing monooxygenase (FMO) family to the production of trimethylamine (TMA) N-oxide (TMAO), a potential proatherogenic molecule, and whether under normal dietary conditions differences in TMAO production were associated with changes in plasma cholesterol concentration or with an index of atherosclerosis (Als). Concentrations of urinary TMA and TMAO and plasma cholesterol were measured in 10-week-old male and female C57BL/6J and CD-1 mice and in mouse lines deficient in various Fmo genes (Fmo1−/−, 2−/−, 4−/−, and Fmo5−/−). In female mice most TMA N-oxygenation was catalyzed by FMO3, but in both genders 11%–12% of TMA was converted to TMAO by FMO1. Gender-, Fmo genotype-, and strain-related differences in TMAO production were accompanied by opposite effects on plasma cholesterol concentration. Plasma cholesterol was negatively, but weakly, correlated with TMAO production and urinary TMAO concentration. Fmo genotype had no effect on Als. There was no correlation between Als and either TMAO production or urinary TMAO concentration. Our results indicate that under normal dietary conditions TMAO does not increase plasma cholesterol or act as a proatherogenic molecule.
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Affiliation(s)
- Sunil Veeravalli
- Institute of Structural and Molecular Biology (S.V., F.S., D.F., I.R.P., E.A.S.) and Mass Spectrometry Facility, Department of Chemistry (K.K.), University College London, London, United Kingdom; and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Kersti Karu
- Institute of Structural and Molecular Biology (S.V., F.S., D.F., I.R.P., E.A.S.) and Mass Spectrometry Facility, Department of Chemistry (K.K.), University College London, London, United Kingdom; and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Flora Scott
- Institute of Structural and Molecular Biology (S.V., F.S., D.F., I.R.P., E.A.S.) and Mass Spectrometry Facility, Department of Chemistry (K.K.), University College London, London, United Kingdom; and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Diede Fennema
- Institute of Structural and Molecular Biology (S.V., F.S., D.F., I.R.P., E.A.S.) and Mass Spectrometry Facility, Department of Chemistry (K.K.), University College London, London, United Kingdom; and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Ian R Phillips
- Institute of Structural and Molecular Biology (S.V., F.S., D.F., I.R.P., E.A.S.) and Mass Spectrometry Facility, Department of Chemistry (K.K.), University College London, London, United Kingdom; and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Elizabeth A Shephard
- Institute of Structural and Molecular Biology (S.V., F.S., D.F., I.R.P., E.A.S.) and Mass Spectrometry Facility, Department of Chemistry (K.K.), University College London, London, United Kingdom; and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
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26
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Scott F, Gonzalez Malagon SG, O'Brien BA, Fennema D, Veeravalli S, Coveney CR, Phillips IR, Shephard EA. Identification of Flavin-Containing Monooxygenase 5 (FMO5) as a Regulator of Glucose Homeostasis and a Potential Sensor of Gut Bacteria. Drug Metab Dispos 2017. [PMID: 28646079 PMCID: PMC5539585 DOI: 10.1124/dmd.117.076612] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
We have previously identified flavin-containing monooxygenase 5 (FMO5) as a regulator of metabolic aging. The aim of the present study was to investigate the role of FMO5 in glucose homeostasis and the impact of diet and gut flora on the phenotype of mice in which the Fmo5 gene has been disrupted (Fmo5−/− mice). In comparison with wild-type (WT) counterparts, Fmo5−/− mice are resistant to age-related changes in glucose homeostasis and maintain the higher glucose tolerance and insulin sensitivity characteristic of young animals. When fed a high-fat diet, they are protected against weight gain and reduction of insulin sensitivity. The phenotype of Fmo5−/− mice is independent of diet and the gut microbiome and is determined solely by the host genotype. Fmo5−/− mice have metabolic characteristics similar to those of germ-free mice, indicating that FMO5 plays a role in sensing or responding to gut bacteria. In WT mice, FMO5 is present in the mucosal epithelium of the gastrointestinal tract where it is induced in response to a high-fat diet. In comparison with WT mice, Fmo5−/− mice have fewer colonic goblet cells, and they differ in the production of the colonic hormone resistin-like molecule β. Fmo5−/− mice have lower concentrations of tumor necrosis factor α in plasma and of complement component 3 in epididymal white adipose tissue, indicative of improved inflammatory tone. Our results implicate FMO5 as a regulator of body weight and of glucose disposal and insulin sensitivity and, thus, identify FMO5 as a potential novel therapeutic target for obesity and insulin resistance.
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Affiliation(s)
- Flora Scott
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Sandra G Gonzalez Malagon
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Brett A O'Brien
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Diede Fennema
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Sunil Veeravalli
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Clarissa R Coveney
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Ian R Phillips
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
| | - Elizabeth A Shephard
- Institute of Structural and Molecular Biology, University College London, London, United Kingdom (F.S., S.G.G.M., B.A.O., D.F., S.V., C.R.C., I.R.P., E.A.S.); and School of Biological and Chemical Sciences, Queen Mary University of London, London, United Kingdom (I.R.P.)
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27
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Rossner R, Kaeberlein M, Leiser SF. Flavin-containing monooxygenases in aging and disease: Emerging roles for ancient enzymes. J Biol Chem 2017; 292:11138-11146. [PMID: 28515321 DOI: 10.1074/jbc.r117.779678] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
Flavin-containing monooxygenases (FMOs) are primarily studied as xenobiotic metabolizing enzymes with a prominent role in drug metabolism. In contrast, endogenous functions and substrates of FMOs are less well understood. A growing body of recent evidence, however, implicates FMOs in aging, several diseases, and metabolic pathways. The evidence suggests an important role for these well-conserved proteins in multiple processes and raises questions about the endogenous substrate(s) and regulation of FMOs. Here, we present an overview of evidence for FMOs' involvement in aging and disease, discussing the biological context and arguing for increased investigation into the function of these enzymes.
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Affiliation(s)
- Ryan Rossner
- From the Department of Pathology, University of Washington, Seattle, Washington 98195 and
| | - Matt Kaeberlein
- From the Department of Pathology, University of Washington, Seattle, Washington 98195 and
| | - Scott F Leiser
- the Departments of Molecular & Integrative Physiology and .,Internal Medicine, University of Michigan, Ann Arbor, Michigan 48109
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28
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Castrignanò S, Bortolussi S, Catucci G, Gholami O, Valetti F, Gilardi G, Sadeghi SJ. Bioelectrochemical profiling of two common polymorphic variants of human FMO3 in presence of graphene oxide. Electrochim Acta 2017. [DOI: 10.1016/j.electacta.2017.01.131] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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29
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Kupsco A, Schlenk D. Developmental expression and regulation of flavin-containing monooxygenase by the unfolded protein response in Japanese medaka (Oryzias latipes). Comp Biochem Physiol C Toxicol Pharmacol 2017; 191:7-13. [PMID: 27612667 DOI: 10.1016/j.cbpc.2016.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 08/31/2016] [Accepted: 09/01/2016] [Indexed: 12/19/2022]
Abstract
Flavin-containing monooxygenases (FMOs) play a key role in xenobiotic metabolism, are regulated by environmental conditions, and are differentially regulated during mammalian development. Japanese medaka (Oryzias latipes) are a common model organism for toxicological studies. The goal of the current research was to characterize developmental expression and regulation of FMOs in Japanese medaka embryos to better understand the role of FMOs in this model species. Five putative medaka fmos were characterized from the medaka genome through the National Center for Biotechnology Information (NCBI) database by protein motifs and alignments, then identified as fmo4, fmo5A, fmo5B, fmo5C and fmo5D for the current study. Fmo gene expression was analyzed at 1dpf, 3dpf, 6dpf and 9dpf and distinct developmental patterns of expression were observed. Fmo4 and fmo5D increased 3-fold during mid organogenesis (6dpf), while fmo5B and fmo5C decreased significantly in early organogenesis (3dpf) and fmo5A was unaltered. Promoter analysis was performed for transcription factor binding sites and indicated regulation by developmental factors and a role for the unfolded protein response in fmo modulation. Fmo regulation by the UPR was assessed with treatments of 1μg/ml, 2μg/ml, and 4μg/ml Tunicamycin (Tm), and 2mM and 4mM dithiothreitol (DTT), well-known inducers of endoplasmic reticulum stress, for 24h from 5-6dpf. High concentrations to Tm induced fmo4 and fmo5A up to two-fold, while DTT significantly decreased expression of fmo5A, fmo5B, and fmo5C. Results suggest that medaka fmos are variably regulated by the UPR during organogenesis with variable developmental expression, and suggesting potential stage-dependent activation or detoxification of xenobiotics.
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Affiliation(s)
- Allison Kupsco
- Environmental Toxicology Program, Department of Environmental Sciences, University of California-Riverside, Riverside, CA, United States.
| | - Daniel Schlenk
- Environmental Toxicology Program, Department of Environmental Sciences, University of California-Riverside, Riverside, CA, United States
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30
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Phillips IR, Shephard EA. Drug metabolism by flavin-containing monooxygenases of human and mouse. Expert Opin Drug Metab Toxicol 2016; 13:167-181. [PMID: 27678284 DOI: 10.1080/17425255.2017.1239718] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
INTRODUCTION Flavin-containing monooxygenases (FMOs) play an important role in drug metabolism. Areas covered: We focus on the role of FMOs in the metabolism of drugs in human and mouse. We describe FMO genes and proteins of human and mouse; the catalytic mechanism of FMOs and their significance for drug metabolism; differences between FMOs and CYPs; factors contributing to potential underestimation of the contribution of FMOs to drug metabolism; the developmental and tissue-specific expression of FMO genes and differences between human and mouse; and factors that induce or inhibit FMOs. We discuss the contribution of FMOs of human and mouse to the metabolism of drugs and how genetic variation of FMOs affects drug metabolism. Finally, we discuss the utility of animal models for FMO-mediated drug metabolism in humans. Expert opinion: The contribution of FMOs to drug metabolism may be underestimated. As FMOs are not readily induced or inhibited and their reactions are generally detoxifications, the design of drugs that are metabolized predominantly by FMOs offers clinical advantages. Fmo1(-/-),Fmo2(-/-),Fmo4(-/-) mice provide a good animal model for FMO-mediated drug metabolism in humans. Identification of roles for FMO1 and FMO5 in endogenous metabolism has implications for drug therapy and initiates an exciting area of research.
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Affiliation(s)
- Ian R Phillips
- a Institute of Structural and Molecular Biology , University College London , London , UK.,b School of Biological and Chemical Sciences , Queen Mary University of London , London , UK
| | - Elizabeth A Shephard
- a Institute of Structural and Molecular Biology , University College London , London , UK
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31
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Sanchon-Lopez B, Everett JR. New Methodology for Known Metabolite Identification in Metabonomics/Metabolomics: Topological Metabolite Identification Carbon Efficiency (tMICE). J Proteome Res 2016; 15:3405-19. [PMID: 27490438 DOI: 10.1021/acs.jproteome.6b00631] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
A new, simple-to-implement and quantitative approach to assessing the confidence in NMR-based identification of known metabolites is introduced. The approach is based on a topological analysis of metabolite identification information available from NMR spectroscopy studies and is a development of the metabolite identification carbon efficiency (MICE) method. New topological metabolite identification indices are introduced, analyzed, and proposed for general use, including topological metabolite identification carbon efficiency (tMICE). Because known metabolite identification is one of the key bottlenecks in either NMR-spectroscopy- or mass spectrometry-based metabonomics/metabolomics studies, and given the fact that there is no current consensus on how to assess metabolite identification confidence, it is hoped that these new approaches and the topological indices will find utility.
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Affiliation(s)
- Beatriz Sanchon-Lopez
- Medway Metabonomics Research Group, University of Greenwich , Chatham Maritime, Kent ME4 4TB, United Kingdom
| | - Jeremy R Everett
- Medway Metabonomics Research Group, University of Greenwich , Chatham Maritime, Kent ME4 4TB, United Kingdom
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32
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Fennema D, Phillips IR, Shephard EA. Trimethylamine and Trimethylamine N-Oxide, a Flavin-Containing Monooxygenase 3 (FMO3)-Mediated Host-Microbiome Metabolic Axis Implicated in Health and Disease. ACTA ACUST UNITED AC 2016; 44:1839-1850. [PMID: 27190056 PMCID: PMC5074467 DOI: 10.1124/dmd.116.070615] [Citation(s) in RCA: 230] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2016] [Accepted: 05/13/2016] [Indexed: 02/06/2023]
Abstract
Flavin-containing monooxygenase 3 (FMO3) is known primarily as an enzyme involved in the metabolism of therapeutic drugs. On a daily basis, however, we are exposed to one of the most abundant substrates of the enzyme trimethylamine (TMA), which is released from various dietary components by the action of gut bacteria. FMO3 converts the odorous TMA to nonodorous TMA N-oxide (TMAO), which is excreted in urine. Impaired FMO3 activity gives rise to the inherited disorder primary trimethylaminuria (TMAU). Affected individuals cannot produce TMAO and, consequently, excrete large amounts of TMA. A dysbiosis in gut bacteria can give rise to secondary TMAU. Recently, there has been much interest in FMO3 and its catalytic product, TMAO, because TMAO has been implicated in various conditions affecting health, including cardiovascular disease, reverse cholesterol transport, and glucose and lipid homeostasis. In this review, we consider the dietary components that can give rise to TMA, the gut bacteria involved in the production of TMA from dietary precursors, the metabolic reactions by which bacteria produce and use TMA, and the enzymes that catalyze the reactions. Also included is information on bacteria that produce TMA in the oral cavity and vagina, two key microbiome niches that can influence health. Finally, we discuss the importance of the TMA/TMAO microbiome-host axis in health and disease, considering factors that affect bacterial production and host metabolism of TMA, the involvement of TMAO and FMO3 in disease, and the implications of the host-microbiome axis for management of TMAU.
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Affiliation(s)
- Diede Fennema
- Institute of Structural and Molecular Biology, University College London (D.F., I.R.P., E.A.S.), and School of Biological and Chemical Sciences, Queen Mary University of London (I.R.P.), London, United Kingdom
| | - Ian R Phillips
- Institute of Structural and Molecular Biology, University College London (D.F., I.R.P., E.A.S.), and School of Biological and Chemical Sciences, Queen Mary University of London (I.R.P.), London, United Kingdom
| | - Elizabeth A Shephard
- Institute of Structural and Molecular Biology, University College London (D.F., I.R.P., E.A.S.), and School of Biological and Chemical Sciences, Queen Mary University of London (I.R.P.), London, United Kingdom
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33
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Hirani N, Westenberg M, Seed PT, Petalcorin MIR, Dolphin CT. C. elegans flavin-containing monooxygenase-4 is essential for osmoregulation in hypotonic stress. Biol Open 2016; 5:537-49. [PMID: 27010030 PMCID: PMC4874355 DOI: 10.1242/bio.017400] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Studies in Caenorhabditis elegans have revealed osmoregulatory systems engaged when worms experience hypertonic conditions, but less is known about measures employed when faced with hypotonic stress. Inactivation of fmo-4, which encodes flavin-containing monooxygenase-4, results in dramatic hypoosmotic hypersensitivity; worms are unable to prevent overwhelming water influx and swell rapidly, finally rupturing due to high internal hydrostatic pressure. fmo-4 is expressed prominently in hypodermis, duct and pore cells but is excluded from the excretory cell. Thus, FMO-4 plays a crucial osmoregulatory role by promoting clearance of excess water that enters during hypotonicity, perhaps by synthesizing an osmolyte that acts to establish an osmotic gradient from excretory cell to duct and pore cells. C. elegans FMO-4 contains a C-terminal extension conserved in all nematode FMO-4s. The coincidently numbered human FMO4 also contains an extended C-terminus with features similar to those of FMO-4. Although these shared sequence characteristics suggest potential orthology, human FMO4 was unable to rescue the fmo-4 osmoregulatory defect. Intriguingly, however, mammalian FMO4 is expressed predominantly in the kidney - an appropriate site if it too is, or once was, involved in osmoregulation.
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Affiliation(s)
- Nisha Hirani
- Institute of Pharmaceutical Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Marcel Westenberg
- Institute of Pharmaceutical Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Paul T Seed
- Division of Women's Health, King's College London, St Thomas' Hospital, London SE1 7EH, UK
| | - Mark I R Petalcorin
- Institute of Pharmaceutical Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
| | - Colin T Dolphin
- Institute of Pharmaceutical Science, King's College London, Franklin-Wilkins Building, 150 Stamford Street, London SE1 9NH, UK
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Fiorentini F, Geier M, Binda C, Winkler M, Faber K, Hall M, Mattevi A. Biocatalytic Characterization of Human FMO5: Unearthing Baeyer-Villiger Reactions in Humans. ACS Chem Biol 2016; 11:1039-48. [PMID: 26771671 DOI: 10.1021/acschembio.5b01016] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Flavin-containing mono-oxygenases are known as potent drug-metabolizing enzymes, providing complementary functions to the well-investigated cytochrome P450 mono-oxygenases. While human FMO isoforms are typically involved in the oxidation of soft nucleophiles, the biocatalytic activity of human FMO5 (along its physiological role) has long remained unexplored. In this study, we demonstrate the atypical in vitro activity of human FMO5 as a Baeyer-Villiger mono-oxygenase on a broad range of substrates, revealing the first example to date of a human protein catalyzing such reactions. The isolated and purified protein was active on diverse carbonyl compounds, whereas soft nucleophiles were mostly non- or poorly reactive. The absence of the typical characteristic sequence motifs sets human FMO5 apart from all characterized Baeyer-Villiger mono-oxygenases so far. These findings open new perspectives in human oxidative metabolism.
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Affiliation(s)
- Filippo Fiorentini
- Department
of Biology and Biotechnology, University of Pavia, via Ferrata
9, 27100 Pavia, Italy
- Austrian
Centre of Industrial Biotechnology, c/o Institute of Molecular Biotechnology, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
| | - Martina Geier
- Austrian
Centre of Industrial Biotechnology, c/o Institute of Molecular Biotechnology, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
| | - Claudia Binda
- Department
of Biology and Biotechnology, University of Pavia, via Ferrata
9, 27100 Pavia, Italy
| | - Margit Winkler
- Austrian
Centre of Industrial Biotechnology, c/o Institute of Molecular Biotechnology, Graz University of Technology, Petersgasse 14, 8010 Graz, Austria
| | - Kurt Faber
- Department
of Chemistry, University of Graz, Heinrichstrasse 28, 8010 Graz, Austria
| | - Mélanie Hall
- Department
of Chemistry, University of Graz, Heinrichstrasse 28, 8010 Graz, Austria
| | - Andrea Mattevi
- Department
of Biology and Biotechnology, University of Pavia, via Ferrata
9, 27100 Pavia, Italy
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Dona AC, Kyriakides M, Scott F, Shephard EA, Varshavi D, Veselkov K, Everett JR. A guide to the identification of metabolites in NMR-based metabonomics/metabolomics experiments. Comput Struct Biotechnol J 2016; 14:135-53. [PMID: 27087910 PMCID: PMC4821453 DOI: 10.1016/j.csbj.2016.02.005] [Citation(s) in RCA: 193] [Impact Index Per Article: 24.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 02/16/2016] [Accepted: 02/23/2016] [Indexed: 01/14/2023] Open
Abstract
Metabonomics/metabolomics is an important science for the understanding of biological systems and the prediction of their behaviour, through the profiling of metabolites. Two technologies are routinely used in order to analyse metabolite profiles in biological fluids: nuclear magnetic resonance (NMR) spectroscopy and mass spectrometry (MS), the latter typically with hyphenation to a chromatography system such as liquid chromatography (LC), in a configuration known as LC-MS. With both NMR and MS-based detection technologies, the identification of the metabolites in the biological sample remains a significant obstacle and bottleneck. This article provides guidance on methods for metabolite identification in biological fluids using NMR spectroscopy, and is illustrated with examples from recent studies on mice.
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Affiliation(s)
- Anthony C Dona
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom
| | - Michael Kyriakides
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom
| | - Flora Scott
- Institute of Structural and Molecular Biology, University College London, London WC1E 6BT, United Kingdom
| | - Elizabeth A Shephard
- Institute of Structural and Molecular Biology, University College London, London WC1E 6BT, United Kingdom
| | - Dorsa Varshavi
- Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent ME4 4TB, United Kingdom
| | - Kirill Veselkov
- Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, SW7 2AZ, United Kingdom
| | - Jeremy R Everett
- Medway Metabonomics Research Group, University of Greenwich, Chatham Maritime, Kent ME4 4TB, United Kingdom
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