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Anita NZ, Herrmann N, Ryoo SW, Major-Orfao C, Lin WZ, Kwan F, Noor S, Rabin JS, Marzolini S, Nestor S, Ruthirakuhan MT, MacIntosh BJ, Goubran M, Yang P, Cogo-Moreira H, Rapoport M, Gallagher D, Black SE, Goldstein BI, Lanctôt KL, Oh PI, Taha AY, Swardfager W. Cytochrome P450-soluble epoxide hydrolase oxylipins, depression and cognition in type 2 diabetes. J Diabetes Complications 2024; 38:108826. [PMID: 39059187 DOI: 10.1016/j.jdiacomp.2024.108826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/11/2024] [Accepted: 07/21/2024] [Indexed: 07/28/2024]
Abstract
AIMS This study examined serum cytochrome P450-soluble epoxide hydrolase (CYP450-sEH) oxylipins and depressive symptoms together in relation to cognitive performance in individuals with type 2 diabetes mellitus (T2DM). METHODS Clinically cognitively normal T2DM individuals were recruited (NCT04455867). Depressive symptom severity was assessed using the Beck Depression Inventory-II (BDI-II; total scores ≤13 indicated minimal depressive symptoms and ≥ 14 indicated significant depressive symptoms). Executive function and verbal memory were assessed. Fasting serum oxylipins were quantified by ultra-high-performance liquid chromatography tandem mass-spectrometry. RESULTS The study included 85 participants with minimal depressive symptoms and 27 with significant symptoms (mean age: 63.3 ± 9.8 years, 49 % women). In all participants, higher concentrations of linoleic acid derived sEH (12,13-dihydroxyoctadecamonoenoic acid; DiHOME) and CYP450 (12(13)-epoxyoctadecamonoenoic acid; EpOME) metabolites were associated with poorer executive function (F1,101 = 6.094, p = 0.015 and F1,101 = 5.598, p = 0.020, respectively). Concentrations of multiple sEH substrates interacted with depressive symptoms to predict 1) poorer executive function, including 9(10)-EpOME (F1,100 = 12.137, p < 0.001), 5(6)-epoxyeicosatrienoic acid (5(6)-EpETrE; F1,100 = 6.481, p = 0.012) and 11(12)-EpETrE (F1,100 = 4.409, p = 0.038), and 2) verbal memory, including 9(10)-EpOME (F1,100 = 4.286, p = 0.041), 5(6)-EpETrE (F1,100 = 6.845, p = 0.010), 11(12)-EpETrE (F1,100 = 3.981, p = 0.049) and 14(15)-EpETrE (F1,100 = 5.019, p = 0.027). CONCLUSIONS Associations of CYP450-sEH metabolites and depressive symptoms with cognition highlight the biomarker and therapeutic potential of the CYP450-sEH pathway in T2DM.
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Affiliation(s)
- Natasha Z Anita
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - Nathan Herrmann
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Psychiatry - University of Toronto, Canada
| | - Si Won Ryoo
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - Chelsi Major-Orfao
- Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - William Z Lin
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - Felicia Kwan
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - Shiropa Noor
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - Jennifer S Rabin
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Rehabilitation Sciences Institute, Temerty Faculty of Medicine, University of Toronto, Canada
| | - Susan Marzolini
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada; Department of Exercise Sciences, Faculty of Kinesiology and Physical Education, University of Toronto, Canada
| | - Sean Nestor
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Department of Psychiatry - University of Toronto, Canada
| | - Myuri T Ruthirakuhan
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada
| | - Bradley J MacIntosh
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Department of Medical Biophysics - University of Toronto, Canada
| | - Maged Goubran
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Department of Medical Biophysics - University of Toronto, Canada
| | - Pearl Yang
- Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Hugo Cogo-Moreira
- Department of Education, Østfold University College, 1757 B R A Veien 4, Halden 1757, Norway
| | - Mark Rapoport
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada; Department of Psychiatry - University of Toronto, Canada
| | - Damien Gallagher
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Department of Psychiatry - University of Toronto, Canada
| | - Sandra E Black
- Sunnybrook Research Institute, Toronto, Ontario, Canada; Division of Neurology, Department of Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Canada
| | - Benjamin I Goldstein
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Department of Psychiatry - University of Toronto, Canada; Centre for Youth Bipolar Disorder, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Krista L Lanctôt
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada; Department of Psychiatry - University of Toronto, Canada
| | - Paul I Oh
- KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada
| | - Ameer Y Taha
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA, USA; West Coast Metabolomics Center, Genome Center, University of California, Davis, CA, USA; Center for Neuroscience, One Shields Avenue, University of California, Davis, CA, USA
| | - Walter Swardfager
- Department of Pharmacology & Toxicology, Temerty Faculty of Medicine - University of Toronto, Canada; Sunnybrook Research Institute, Toronto, Ontario, Canada; KITE Research Institute, Toronto Rehabilitation Institute-University Health Network, Canada.
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2
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Mingo-Casas P, Sanchez-Céspedes J, Blázquez AB, Casas J, Balsera-Manzanero M, Herrero L, Vázquez A, Pachón J, Aguilar-Guisado M, Cisneros JM, Saiz JC, Martín-Acebes MA. Lipid signatures of West Nile virus infection unveil alterations of sphingolipid metabolism providing novel biomarkers. Emerg Microbes Infect 2023:2231556. [PMID: 37377355 DOI: 10.1080/22221751.2023.2231556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
West Nile virus (WNV) is a neurotropic flavivirus transmitted by the bites of infected mosquitoes. Severe forms of West Nile disease (WND) can curse with meningitis, encephalitis or acute flaccid paralysis. A better understanding of the physiopathology associated with disease progression is mandatory to find biomarkers and effective therapies. In this scenario, blood derivatives (plasma and serum) constitute the more commonly used biofluids due to its ease of collection and high value for diagnostic purposes. Therefore, the potential impact of this virus in the circulating lipidome was addressed combining the analysis of samples from experimentally infected mice and naturally WND patients. Our results unveil dynamic alterations in the lipidome that define specific metabolic fingerprints of different infection stages. Concomitant with neuroinvasion in mice, the lipid landscape was dominated by a metabolic reprograming that resulted in significant elevations of circulating sphingolipids (ceramides, dihydroceramides and dihydrosphingomyelins), phosphatidylethanolamines and triacylglycerols. Remarkably, patients suffering from WND also displayed an elevation of ceramides, dihydroceramides, lactosylceramides and monoacylglycerols in their sera. The dysregulation of sphingolipid metabolism by WNV may provide new therapeutic opportunities and supports the potential of certain lipids as novel peripheral biomarkers of WND progression.
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Affiliation(s)
- Patricia Mingo-Casas
- Department of Biotechnology, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA-CSIC), Madrid, Spain
| | - Javier Sanchez-Céspedes
- Department of Infectious Diseases, Microbiology and Parasitology, Virgen del Rocío University Hospital, Seville, Spain
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Ana-Belén Blázquez
- Department of Biotechnology, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA-CSIC), Madrid, Spain
| | - Josefina Casas
- Department of Biological Chemistry, Institute for Advanced Chemistry of Catalonia (IQAC-CSIC), Barcelona, Spain
- Liver and Digestive Diseases Networking Biomedical Research Centre (CIBEREHD), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
| | - María Balsera-Manzanero
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - Lura Herrero
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
| | - Ana Vázquez
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, Madrid, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Jerónimo Pachón
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
- Department of Medicine, School of Medicine, University of Seville, Seville, Spain
| | - Manuela Aguilar-Guisado
- Department of Infectious Diseases, Microbiology and Parasitology, Virgen del Rocío University Hospital, Seville, Spain
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - José Miguel Cisneros
- Department of Infectious Diseases, Microbiology and Parasitology, Virgen del Rocío University Hospital, Seville, Spain
- Institute of Biomedicine of Seville (IBiS), Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Juan-Carlos Saiz
- Department of Biotechnology, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA-CSIC), Madrid, Spain
| | - Miguel A Martín-Acebes
- Department of Biotechnology, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA-CSIC), Madrid, Spain
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3
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Ferreri C, Ferocino A, Batani G, Chatgilialoglu C, Randi V, Riontino MV, Vetica F, Sansone A. Plasmalogens: Free Radical Reactivity and Identification of Trans Isomers Relevant to Biological Membranes. Biomolecules 2023; 13:biom13050730. [PMID: 37238600 DOI: 10.3390/biom13050730] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/18/2023] [Accepted: 04/21/2023] [Indexed: 05/28/2023] Open
Abstract
Plasmalogens are membrane phospholipids with two fatty acid hydrocarbon chains linked to L-glycerol, one containing a characteristic cis-vinyl ether function and the other one being a polyunsaturated fatty acid (PUFA) residue linked through an acyl function. All double bonds in these structures display the cis geometrical configuration due to desaturase enzymatic activity and they are known to be involved in the peroxidation process, whereas the reactivity through cis-trans double bond isomerization has not yet been identified. Using 1-(1Z-octadecenyl)-2-arachidonoyl-sn-glycero-3-phosphocholine (C18 plasm-20:4 PC) as a representative molecule, we showed that the cis-trans isomerization can occur at both plasmalogen unsaturated moieties, and the product has characteristic analytical signatures useful for omics applications. Using plasmalogen-containing liposomes and red blood cell (RBC) ghosts under biomimetic Fenton-like conditions, in the presence or absence of thiols, peroxidation, and isomerization processes were found to occur with different reaction outcomes due to the particular liposome compositions. These results allow gaining a full scenario of plasmalogen reactivity under free radical conditions. Moreover, clarification of the plasmalogen reactivity under acidic and alkaline conditions was carried out, identifying the best protocol for RBC membrane fatty acid analysis due to their plasmalogen content of 15-20%. These results are important for lipidomic applications and for achieving a full scenario of radical stress in living organisms.
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Affiliation(s)
- Carla Ferreri
- Institute for Organic Synthesis and Photoreactivity (ISOF), National Research Council (CNR), Via P. Gobetti, 101, 40129 Bologna, Italy
| | - Alessandra Ferocino
- Institute for Organic Synthesis and Photoreactivity (ISOF), National Research Council (CNR), Via P. Gobetti, 101, 40129 Bologna, Italy
| | - Gessica Batani
- Institute for Organic Synthesis and Photoreactivity (ISOF), National Research Council (CNR), Via P. Gobetti, 101, 40129 Bologna, Italy
| | - Chryssostomos Chatgilialoglu
- Institute for Organic Synthesis and Photoreactivity (ISOF), National Research Council (CNR), Via P. Gobetti, 101, 40129 Bologna, Italy
- Center for Advanced Technologies, Adam Mickiewicz University, 61-614 Poznan, Poland
| | - Vanda Randi
- Centro Regionale Sangue Regione Emilia Romagna (CRS-RER), Casa dei Donatori di Sangue, Via dell'Ospedale, 20, 40133 Bologna, Italy
| | - Maria Vittoria Riontino
- Centro Regionale Sangue Regione Emilia Romagna (CRS-RER), Casa dei Donatori di Sangue, Via dell'Ospedale, 20, 40133 Bologna, Italy
| | - Fabrizio Vetica
- Institute for Organic Synthesis and Photoreactivity (ISOF), National Research Council (CNR), Via P. Gobetti, 101, 40129 Bologna, Italy
| | - Anna Sansone
- Institute for Organic Synthesis and Photoreactivity (ISOF), National Research Council (CNR), Via P. Gobetti, 101, 40129 Bologna, Italy
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4
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Otoki Y, Yu D, Shen Q, Sahlas DJ, Ramirez J, Gao F, Masellis M, Swartz RH, Chan PC, Pettersen JA, Kato S, Nakagawa K, Black SE, Swardfager W, Taha AY. Quantitative Lipidomic Analysis of Serum Phospholipids Reveals Dissociable Markers of Alzheimer's Disease and Subcortical Cerebrovascular Disease. J Alzheimers Dis 2023; 93:665-682. [PMID: 37092220 DOI: 10.3233/jad-220795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
BACKGROUND Circulating phospholipid species have been shown to predict Alzheimer's disease (AD) prognosis but the link between phospholipid disturbances and subcortical small vessel cerebrovascular disease (CeVD) common in AD patients is not known. OBJECTIVE This study used quantitative lipidomics to measure serum diacyl, alkenyl (ether), alkyl, and lyso phospholipid species in individuals with extensive CeVD (n = 29), AD with minimal CeVD (n = 16), and AD with extensive CeVD (n = 14), and compared them to age-matched controls (n = 27). Memory was assessed using the California Verbal Learning Test. 3.0T MRI was used to assess hippocampal volume, atrophy, and white matter hyperintensity (WMH) volumes as manifestations of CeVD. RESULTS AD was associated with significantly higher concentrations of choline plasmalogen 18:0_18:1 and alkyl-phosphocholine 18:1. CeVD was associated with significantly lower lysophospholipids containing 16:0. Phospholipids containing arachidonic acid (AA) were associated with poorer memory in controls, whereas docosahexaenoic acid (DHA)-containing phospholipids were associated with better memory in individuals with AD+CeVD. In controls, DHA-containing phospholipids were associated with more atrophy and phospholipids containing linoleic acid and AA were associated with less atrophy. Lysophospholipids containing 16:0, 18:0, and 18:1 were correlated with less atrophy in controls, and of these, alkyl-phosphocholine 18:1 was correlated with smaller WMH volumes. Conversely, 16:0_18:1 choline plasmalogen was correlated with greater WMH volumes in controls. CONCLUSION This study demonstrates discernable differences in circulating phospholipids in individuals with AD and CeVD, as well as new associations between phospholipid species with memory and brain structure that were specific to contexts of commonly comorbid vascular and neurodegenerative pathologies.
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Affiliation(s)
- Yurika Otoki
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA, USA
- Laboratory of Food Function Analysis, Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi, Japan
| | - Di Yu
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
- Canadian Partnership for Stroke Recovery, Sunnybrook Research Institute, Toronto, Canada
- LC Campbell Cognitive Neurology Unit, Sunnybrook Research Institute, Toronto, Canada
| | - Qing Shen
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA, USA
| | - Demetrios J Sahlas
- Department of Medicine (Neurology Division), McMaster University, Hamilton, Canada
| | - Joel Ramirez
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
| | - Fuqiang Gao
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
| | - Mario Masellis
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Department of Medicine (Neurology Division) and the Northern Medical Program, University of British Columbia, Vancouver, Canada
| | - Richard H Swartz
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
| | - Pak Cheung Chan
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Canada
- Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Jacqueline A Pettersen
- Department of Medicine (Neurology Division) and the Northern Medical Program, University of British Columbia, Vancouver, Canada
| | - Shunji Kato
- Laboratory of Food Function Analysis, Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi, Japan
| | - Kiyotaka Nakagawa
- Laboratory of Food Function Analysis, Graduate School of Agricultural Science, Tohoku University, Sendai, Miyagi, Japan
| | - Sandra E Black
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Canadian Partnership for Stroke Recovery, Sunnybrook Research Institute, Toronto, Canada
- LC Campbell Cognitive Neurology Unit, Sunnybrook Research Institute, Toronto, Canada
- Department of Medicine (Neurology Division), University of Toronto, Toronto, Canada
| | - Walter Swardfager
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada
- Department of Pharmacology & Toxicology, University of Toronto, Toronto, Canada
- Canadian Partnership for Stroke Recovery, Sunnybrook Research Institute, Toronto, Canada
- LC Campbell Cognitive Neurology Unit, Sunnybrook Research Institute, Toronto, Canada
- University Health Network Toronto Rehabilitation Institute, Toronto, Canada
| | - Ameer Y Taha
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA, USA
- West Coast Metabolomics Center, Genome Center, University of California - Davis, Davis, CA, USA
- Center for Neuroscience, University of California - Davis, Davis, CA, USA
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5
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Bussmann H, Bremer S, Häberlein H, Boonen G, Drewe J, Butterweck V, Franken S. Impact of St. John's wort extract Ze 117 on stress induced changes in the lipidome of PBMC. Mol Med 2023; 29:50. [PMID: 37029349 PMCID: PMC10082490 DOI: 10.1186/s10020-023-00644-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 03/22/2023] [Indexed: 04/09/2023] Open
Abstract
BACKGROUND Membrane lipids have an important function in the brain as they not only provide a physical barrier segregating the inner and outer cellular environments, but are also involved in cell signaling. It has been shown that the lipid composition effects membrane fluidity which affects lateral mobility and activity of membrane-bound receptors. METHODS Since changes in cellular membrane properties are considered to play an important role in the development of depression, the effect of St. John's wort extract Ze 117 on plasma membrane fluidity in peripheral blood mononuclear cells (PBMC) was investigated using fluorescence anisotropy measurements. Changes in fatty acid residues in phospholipids after treatment of cortisol-stressed [1 μM] PBMCs with Ze 117 [10-50 µg/ml] were analyzed by mass spectrometry. RESULTS Cortisol increased membrane fluidity significantly by 3%, co-treatment with Ze 117 [50 µg/ml] counteracted this by 4.6%. The increased membrane rigidity by Ze 117 in cortisol-stressed [1 μM] PBMC can be explained by a reduced average number of double bonds and shortened chain length of fatty acid residues in phospholipids, as shown by lipidomics experiments. CONCLUSION The increase in membrane rigidity after Ze 117 treatment and therefore the ability to normalize membrane structure points to a new mechanism of antidepressant action of the extract.
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Affiliation(s)
- Hendrik Bussmann
- Max Zeller Söhne AG, Seeblickstrasse 4, 8590, Romanshorn, Switzerland
| | - Swen Bremer
- Institute of Biochemistry and Molecular Biology, Medical Faculty, University of Bonn, Nussallee 11, 53115, Bonn, Germany
| | - Hanns Häberlein
- Institute of Biochemistry and Molecular Biology, Medical Faculty, University of Bonn, Nussallee 11, 53115, Bonn, Germany
| | - Georg Boonen
- Max Zeller Söhne AG, Seeblickstrasse 4, 8590, Romanshorn, Switzerland
| | - Jürgen Drewe
- Max Zeller Söhne AG, Seeblickstrasse 4, 8590, Romanshorn, Switzerland
| | | | - Sebastian Franken
- Institute of Biochemistry and Molecular Biology, Medical Faculty, University of Bonn, Nussallee 11, 53115, Bonn, Germany.
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6
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Zhang T, Guo L, Li R, Wang F, Yang WM, Yang JB, Cui ZQ, Zhou CH, Chen YH, Yu H, Peng ZW, Tan QR. Alterations of Plasma Lipids in Adult Women With Major Depressive Disorder and Bipolar Depression. Front Psychiatry 2022; 13:927817. [PMID: 35923457 PMCID: PMC9339614 DOI: 10.3389/fpsyt.2022.927817] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 06/21/2022] [Indexed: 11/13/2022] Open
Abstract
Lipidomics has been established as a potential tool for the investigation of mental diseases. However, the composition analysis and the comparison of the peripheral lipids regarding adult women with major depressive depression (MDD) or bipolar depression (BPD) has been poorly addressed. In the present study, age-matched female individuals with MDD (n = 28), BPD (n = 22) and healthy controls (HC, n = 25) were enrolled. Clinical symptoms were assessed and the plasma samples were analyzed by comprehensive lipid profiling based on liquid chromatography-mass spectrometry (LC/MS). We found that the composition of lipids was remarkably changed in the patients with MDD and BPD when compared to HC or compared to each other. Moreover, we identified diagnostic potential biomarkers comprising 20 lipids that can distinguish MDD from HC (area under the curve, AUC = 0.897) and 8 lipids that can distinguish BPD from HC (AUC = 0.784), as well as 13 lipids were identified to distinguish MDD from BPD with moderate reliability (AUC = 0.860). This study provides further understanding of abnormal lipid metabolism in adult women with MDD and BPD and may develop lipid classifiers able to effectively discriminate MDD from BPD and HC.
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Affiliation(s)
- Ting Zhang
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Lin Guo
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Rui Li
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Fei Wang
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Wen-Mao Yang
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Jia-Bin Yang
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Zhi-Quan Cui
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
| | - Cui-Hong Zhou
- Department of Psychiatry, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Yi-Huan Chen
- Department of Psychiatry, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Huan Yu
- Department of Psychiatry, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Zheng-Wu Peng
- Department of Psychiatry, Chang'an Hospital, Xi'an, China.,Department of Psychiatry, Xijing Hospital, Air Force Medical University, Xi'an, China
| | - Qing-Rong Tan
- Department of Psychiatry, Chang'an Hospital, Xi'an, China
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7
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Otoki Y, Kato S, Nakagawa K, Harvey DJ, Jin LW, Dugger BN, Taha AY. Lipidomic Analysis of Postmortem Prefrontal Cortex Phospholipids Reveals Changes in Choline Plasmalogen Containing Docosahexaenoic Acid and Stearic Acid Between Cases With and Without Alzheimer's Disease. Neuromolecular Med 2021; 23:161-175. [PMID: 33475971 DOI: 10.1007/s12017-020-08636-w] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 11/22/2020] [Indexed: 12/22/2022]
Abstract
Alzheimer's disease (AD) is a progressive and incurable brain disorder that has been associated with structural changes in brain phospholipids (PLs), including diacyl species and ether-linked PLs known as plasmalogens. Most studies have characterized total changes in brain PL pools (e.g., choline plasmalogens), particularly in prefrontal cortex, but detailed and quantitative information on the molecular PL species impacted by the disease is limited. In this study, we used a comprehensive mass-spectrometry method to quantify diacyl and plasmalogen species, alkyl synthetic precursors of plasmalogens, and lysophospholipid degradation products of diacyl and plasmalogen PLs, in postmortem samples of prefrontal cortex from 21 AD patients and 20 age-matched controls. Total PLs were also quantified with gas-chromatography analysis of bound fatty acids following thin layer chromatography isolation. There was a significant 27% reduction in the concentration (nmol/g wet weight) of choline plasmalogen containing stearic acid (alkenyl group) and docosahexaenoic acid in AD compared to controls. Stearic acid concentration in total PLs was reduced by 26%. Our findings suggest specific changes in PLs containing stearic acid and docosahexaenoic acid in AD prefrontal cortex, highlighting structural and turnover PL pathways that could be targeted.
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Affiliation(s)
- Yurika Otoki
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA.,Food and Biodynamic Chemistry Laboratory, Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan
| | - Shunji Kato
- Food and Biodynamic Chemistry Laboratory, Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan.,J-Oil Mills Innovation Laboratory, Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan
| | - Kiyotaka Nakagawa
- Food and Biodynamic Chemistry Laboratory, Graduate School of Agricultural Science, Tohoku University, Miyagi, Japan
| | - Danielle J Harvey
- Department of Public Health Sciences, University of California - Davis, Davis, CA, USA
| | - Lee-Way Jin
- Department of Pathology, University of California - Davis School of Medicine, Davis, CA, USA
| | - Britany N Dugger
- Department of Pathology, University of California - Davis School of Medicine, Davis, CA, USA
| | - Ameer Y Taha
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California Davis, One Shields Avenue, Davis, CA, 95616, USA. .,NIH-West Coast Metabolomics Center, Genome Center, University of California - Davis, Davis, CA, USA.
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Gwanyanya A, Godsmark CN, Kelly-Laubscher R. Ethanolamine: A Potential Promoiety with Additional Effects in the Brain. CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS 2020; 21:108-117. [PMID: 33319663 DOI: 10.2174/1871527319999201211204645] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 08/14/2020] [Accepted: 09/11/2020] [Indexed: 11/22/2022]
Abstract
Ethanolamine is a bioactive molecule found in several cells, including those in the central nervous system (CNS). In the brain, ethanolamine and ethanolamine-related molecules have emerged as prodrug moieties that can promote drug movement across the blood-brain barrier. This improvement in the ability to target drugs to the brain may also mean that in the process ethanolamine concentrations in the brain are increased enough for ethanolamine to exert its own neurological ac-tions. Ethanolamine and its associated products have various positive functions ranging from cell signaling to molecular storage, and alterations in their levels have been linked to neurodegenerative conditions such as Alzheimer's disease. This mini-review focuses on the effects of ethanolamine in the CNS and highlights the possible implications of these effects for drug design.
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Affiliation(s)
- Asfree Gwanyanya
- Department of Human Biology, Faculty of Health Sciences, University of Cape Town, Cape Town,. South Africa
| | - Christie Nicole Godsmark
- School of Public Health, College of Medicine and Health, University College Cork, Cork,. Ireland
| | - Roisin Kelly-Laubscher
- Department of Pharmacology and Therapeutics, School of Medicine, College of Medicine and Health, University College Cork, Cork,. Ireland
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9
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Liu LY, Zhang HJ, Luo LY, Pu JB, Liang WQ, Zhu CQ, Li YP, Wang PR, Zhang YY, Yang CY, Zhang ZJ. Blood and urinary metabolomic evidence validating traditional Chinese medicine diagnostic classification of major depressive disorder. Chin Med 2018; 13:53. [PMID: 30386416 PMCID: PMC6203264 DOI: 10.1186/s13020-018-0211-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 10/18/2018] [Indexed: 02/08/2023] Open
Abstract
Background Major depressive disorder (MDD) is a highly heterogeneous disease. Further classification may characterize its heterogeneity. The purpose of this study was to examine whether metabolomic variables could differentiate traditional Chinese medicine (TCM) diagnostic subtypes of MDD. Methods Fifty medication-free patients who were experiencing a recurrent depressive episode were classified into Liver Qi Stagnation (LQS, n = 30) and Heart and Spleen Deficiency (HSD, n = 20) subtypes according to TCM diagnosis. Healthy volunteers (n = 28) were included as controls. Gas chromatography-mass spectrometry (GC–MS) was used to examine serum and urinary metabolomic profiles. Results Twenty-eight metabolites were identified for good separations between TCM subtypes and healthy controls in serum samples. Both TCM subtypes had similar profiles in proteinogenic branched-chain amino acids (BCAAs) (valine, leucine, and isoleucine) and energy metabolism-related metabolites that were differentiated from healthy controls. The LQS subtype additionally differed from healthy controls in multiple amino acid metabolites that are involved in biosynthesis of monoamine and amino acid neurotransmitters, including phenylalanine, 3-hydroxybutric acid, o-tyrosine, glycine, l-tryptophan, and N-acetyl-l-aspartic acid. Threonic acid, methionine, stearic acid, and isobutyric acid are differentially associated with the two subtypes. Conclusions While both TCM subtypes are associated with aberrant BCAA and energy metabolism, the LQS subtype may represent an MDD subpopulation characterized by abnormalities in the biosynthesis of monoamine and amino acid neurotransmitters and closer associations with stress-related pathophysiology. The metabolites differentially associated with the two subtypes are promising biomarkers for predicting TCM subtype-specific antidepressant response [registered at http://www.clinicaltrials.gov (NCT02346682) on January 27, 2015]. Electronic supplementary material The online version of this article (10.1186/s13020-018-0211-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Lan-Ying Liu
- 1Department of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Hong-Jian Zhang
- 2Zhejiang Academy of Traditional Chinese Medicine, Hangzhou, 310007 Zhejiang China
| | - Li-Yuan Luo
- 1Department of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Jin-Bao Pu
- 2Zhejiang Academy of Traditional Chinese Medicine, Hangzhou, 310007 Zhejiang China
| | - Wei-Qing Liang
- 2Zhejiang Academy of Traditional Chinese Medicine, Hangzhou, 310007 Zhejiang China
| | - Chun-Qin Zhu
- 1Department of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Ya-Ping Li
- 3Department of Internal Chinese Medicine, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Pei-Rong Wang
- 1Department of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Yuan-Yuan Zhang
- 1Department of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Chun-Yu Yang
- 1Department of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 310012 Zhejiang China
| | - Zhang-Jin Zhang
- 4School of Chinese Medicine, LKS Faculty of Medicine, The University of Hong Kong, 10 Sassoon Road, Pokfulam, Hong Kong, China
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Larrieu T, Layé S. Food for Mood: Relevance of Nutritional Omega-3 Fatty Acids for Depression and Anxiety. Front Physiol 2018; 9:1047. [PMID: 30127751 PMCID: PMC6087749 DOI: 10.3389/fphys.2018.01047] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Accepted: 07/13/2018] [Indexed: 12/28/2022] Open
Abstract
The central nervous system (CNS) has the highest concentration of lipids in the organism after adipose tissue. Among these lipids, the brain is particularly enriched with polyunsaturated fatty acids (PUFAs) represented by the omega-6 (ω6) and omega-3 (ω3) series. These PUFAs include arachidonic acid (AA) and docosahexaenoic acid (DHA), respectively. PUFAs have received substantial attention as being relevant to many brain diseases, including anxiety and depression. This review addresses an important question in the area of nutritional neuroscience regarding the importance of ω3 PUFAs in the prevention and/or treatment of neuropsychiatric diseases, mainly depression and anxiety. In particular, it focuses on clinical and experimental data linking dietary intake of ω3 PUFAs and depression or anxiety. In particular, we will discuss recent experimental data highlighting how ω3 PUFAs can modulate neurobiological processes involved in the pathophysiology of anxiety and depression. Potential mechanisms involved in the neuroprotective and corrective activity of ω3 PUFAs in the brain are discussed, in particular the sensing activity of free fatty acid receptors and the activity of the PUFAs-derived endocannabinoid system and the hypothalamic-pituitary-adrenal axis.
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Affiliation(s)
- Thomas Larrieu
- UMR 1286, NutriNeuro: Laboratoire Nutrition et Neurobiologie Intégrée, Institut National de la Recherche Agronomique, Université de Bordeaux, Bordeaux, France
| | - Sophie Layé
- UMR 1286, NutriNeuro: Laboratoire Nutrition et Neurobiologie Intégrée, Institut National de la Recherche Agronomique, Université de Bordeaux, Bordeaux, France
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11
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Liang K, Gao H, Gu Y, Yang S, Zhang J, Li J, Wang Y, Wang Y, Li Y. Graphene oxide aggregate-assisted LDI-MS for the direct analysis of triacylglycerol in complex biological samples. Anal Chim Acta 2018; 1035:108-118. [PMID: 30224128 DOI: 10.1016/j.aca.2018.07.049] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 07/18/2018] [Accepted: 07/22/2018] [Indexed: 12/13/2022]
Abstract
Knowledge of blood triacylglycerol (TAG) species is essential to clarify the physiological functions of individual TAG molecules and also to develop potential biomarkers for related diseases. Commonly, lipid samples prepared by organic liquid-liquid extraction contain complex components, thus cannot be directly characterized by mass spectrometry (MS) and often require an additional purification step. Here, we described a laser desorption ionization - mass spectrometry (LDI-MS) method that utilized aggregated graphene oxide (AGO) as both lipid extractant and MS matrix (AGOLDI-MS), to characterize and quantify plasma TAG species without the use of harmful solvent or complex separation step. We first designed and synthesized the AGO material with a multi-layered sheet structure, which could efficiently break up the structure of lipoproteins, and extract plasma TAGs as solid-phase extraction material. Furthermore, in AGOLDI-MS procedure, the AGO could directly act as matrix and selectively produce the MS signals of TAGs without the interferences of phospholipids, which was hardly achieved by using the routine LDI-MS method based on liquid-liquid extraction and small molecular matrix. We confirmed the suitability of AGOLDI-MS as characterization and quantitative tool for TAG species through studying the analysis performances in TAG standards and real plasma samples. To establish potential utility of our method, we characterized 42 human plasmas from healthy and hyperlipemic donators, indicating that the AGOLDI-MS could not only generate comparable quantitative results of total TAGs to current clinical technology, but also monitor the changes of TAG species between different sample groups. This approach could further characterize the compositions of the fatty acid moieties in even low abundant TAGs by the assistance of tandem MS-MS. This concise, specific, and high-throughput approach will facilitate the rapid and precise characterizations of plasma TAGs, and make the MS approach for TAGs more adaptable for clinical uses.
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Affiliation(s)
- Kai Liang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Huanyu Gao
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yajun Gu
- School of Medical Laboratory, Tianjin Medical University, Tianjin, 300070, China
| | - Shaojie Yang
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China; GuangDong Bio-healtech Advanced Co., Ltd, Foshan City, GuangDong Province, 52800, China
| | | | - Jiejie Li
- Beijing Tian Tan Hospital, Beijing, 100050, China
| | - Yilong Wang
- Beijing Tian Tan Hospital, Beijing, 100050, China
| | - Yongjun Wang
- Beijing Tian Tan Hospital, Beijing, 100050, China
| | - Yan Li
- Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.
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12
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Niedzwiecki M, Samant P, Walker DI, Tran V, Jones DP, Prausnitz MR, Miller GW. Human Suction Blister Fluid Composition Determined Using High-Resolution Metabolomics. Anal Chem 2018; 90:3786-3792. [PMID: 29425024 PMCID: PMC5863097 DOI: 10.1021/acs.analchem.7b04073] [Citation(s) in RCA: 58] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Accepted: 02/09/2018] [Indexed: 12/22/2022]
Abstract
Interstitial fluid (ISF) surrounds the cells and tissues of the body. Since ISF has molecular components similar to plasma, as well as compounds produced locally in tissues, it may be a valuable source of biomarkers for diagnostics and monitoring. However, there has not been a comprehensive study to determine the metabolite composition of ISF and to compare it to plasma. In this study, the metabolome of suction blister fluid (SBF), which largely consists of ISF, collected from 10 human volunteers was analyzed using untargeted high-resolution metabolomics (HRM). A wide range of metabolites were detected in SBF, including amino acids, lipids, nucleotides, and compounds of exogenous origin. Various systemic and skin-derived metabolite biomarkers were elevated or found uniquely in SBF, and many other metabolites of clinical and physiological significance were well correlated between SBF and plasma. In sum, using untargeted HRM profiling, this study shows that SBF can be a valuable source of information about metabolites relevant to human health.
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Affiliation(s)
- Megan
M. Niedzwiecki
- Department
of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States
| | - Pradnya Samant
- School
of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Douglas I. Walker
- Clinical
Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical
Care Medicine, Emory University School of
Medicine, Atlanta, Georgia 30322, United
States
| | - ViLinh Tran
- Clinical
Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical
Care Medicine, Emory University School of
Medicine, Atlanta, Georgia 30322, United
States
| | - Dean P. Jones
- Clinical
Biomarkers Laboratory, Division of Pulmonary, Allergy, and Critical
Care Medicine, Emory University School of
Medicine, Atlanta, Georgia 30322, United
States
| | - Mark R. Prausnitz
- School
of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
| | - Gary W. Miller
- Department
of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, Georgia 30322, United States
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Swardfager W, Hennebelle M, Yu D, Hammock BD, Levitt AJ, Hashimoto K, Taha AY. Metabolic/inflammatory/vascular comorbidity in psychiatric disorders; soluble epoxide hydrolase (sEH) as a possible new target. Neurosci Biobehav Rev 2018; 87:56-66. [PMID: 29407524 DOI: 10.1016/j.neubiorev.2018.01.010] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2017] [Revised: 01/17/2018] [Accepted: 01/21/2018] [Indexed: 02/06/2023]
Abstract
The common and severe psychiatric disorders, including major depressive disorder (MDD) and bipolar disorder (BD), are associated with inflammation, oxidative stress and changes in peripheral and brain lipid metabolism. Those pathways are implicated in the premature development of vascular and metabolic comorbidities, which account for considerable morbidity and mortality, including increased dementia risk. During endoplasmic reticulum stress, the soluble epoxide hydrolase (sEH) enzyme converts anti-inflammatory fatty acid epoxides generated by cytochrome p450 enzymes into their corresponding and generally less anti-inflammatory, or even pro-inflammatory, diols, slowing the resolution of inflammation. The sEH enzyme and its oxylipin products are elevated post-mortem in MDD, BD and schizophrenia. Preliminary clinical data suggest that oxylipins increase with symptoms in seasonal MDD and anorexia nervosa, requiring confirmation in larger studies and other cohorts. In rats, a soluble sEH inhibitor mitigated the development of depressive-like behaviors. We discuss sEH inhibitors under development for cardiovascular diseases, post-ischemic brain injury, neuropathic pain and diabetes, suggesting new possibilities to address the mood and cognitive symptoms of psychiatric disorders, and their most common comorbidities.
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Affiliation(s)
- W Swardfager
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada; Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada; Department of Pharmacology & Toxicology, Faculty of Medicine, University of Toronto, Toronto, Canada; Canadian Partnership for Stroke Recovery, Sunnybrook Research Institute, Toronto, Canada; University Health Network Toronto Rehabilitation Institute, Toronto, Canada.
| | - M Hennebelle
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA, USA
| | - D Yu
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada; Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada; Department of Pharmacology & Toxicology, Faculty of Medicine, University of Toronto, Toronto, Canada; Canadian Partnership for Stroke Recovery, Sunnybrook Research Institute, Toronto, Canada
| | - B D Hammock
- Department of Entomology and Nematology and Comprehensive Cancer Center UCDMC, University of California, Davis, CA, USA
| | - A J Levitt
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Canada; Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - K Hashimoto
- Division of Clinical Neuroscience, Chiba University Center for Forensic Mental Health, Chiba, Japan
| | - A Y Taha
- Department of Food Science and Technology, College of Agriculture and Environmental Sciences, University of California, Davis, CA, USA
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