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Zoicas I, Mühle C, Schumacher F, Kleuser B, Kornhuber J. Development of Comorbid Depression after Social Fear Conditioning in Mice and Its Effects on Brain Sphingolipid Metabolism. Cells 2023; 12:1355. [PMID: 37408189 DOI: 10.3390/cells12101355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 04/18/2023] [Accepted: 05/05/2023] [Indexed: 07/07/2023] Open
Abstract
Currently, there are no animal models for studying both specific social fear and social fear with comorbidities. Here, we investigated whether social fear conditioning (SFC), an animal model with face, predictive and construct validity for social anxiety disorder (SAD), leads to the development of comorbidities at a later stage over the course of the disease and how this affects the brain sphingolipid metabolism. SFC altered both the emotional behavior and the brain sphingolipid metabolism in a time-point-dependent manner. While social fear was not accompanied by changes in non-social anxiety-like and depressive-like behavior for at least two to three weeks, a comorbid depressive-like behavior developed five weeks after SFC. These different pathologies were accompanied by different alterations in the brain sphingolipid metabolism. Specific social fear was accompanied by increased activity of ceramidases in the ventral hippocampus and ventral mesencephalon and by small changes in sphingolipid levels in the dorsal hippocampus. Social fear with comorbid depression, however, altered the activity of sphingomyelinases and ceramidases as well as the sphingolipid levels and sphingolipid ratios in most of the investigated brain regions. This suggests that changes in the brain sphingolipid metabolism might be related to the short- and long-term pathophysiology of SAD.
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Affiliation(s)
- Iulia Zoicas
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Christiane Mühle
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
| | - Fabian Schumacher
- Institute of Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| | - Burkhard Kleuser
- Institute of Pharmacy, Freie Universität Berlin, 14195 Berlin, Germany
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany
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2
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Zhu Y, Jha SC, Shutta KH, Huang T, Balasubramanian R, Clish CB, Hankinson SE, Kubzansky LD. Psychological distress and metabolomic markers: A systematic review of posttraumatic stress disorder, anxiety, and subclinical distress. Neurosci Biobehav Rev 2022; 143:104954. [PMID: 36368524 PMCID: PMC9729460 DOI: 10.1016/j.neubiorev.2022.104954] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 08/30/2022] [Accepted: 11/06/2022] [Indexed: 11/09/2022]
Abstract
Psychological distress can be conceptualized as an umbrella term encompassing symptoms of depression, anxiety, posttraumatic stress disorder (PTSD), or stress more generally. A systematic review of metabolomic markers associated with distress has the potential to reveal underlying molecular mechanisms linking distress to adverse health outcomes. The current systematic review extends prior reviews of clinical depressive disorders by synthesizing 39 existing studies that examined metabolomic markers for PTSD, anxiety disorders, and subclinical psychological distress in biological specimens. Most studies were based on small sets of pre-selected candidate metabolites, with few metabolites overlapping between studies. Vast heterogeneity was observed in study design and inconsistent patterns of association emerged between distress and metabolites. To gain a more robust understanding of distress and its metabolomic signatures, future research should include 1) large, population-based samples and longitudinal assessments, 2) replication and validation in diverse populations, 3) and agnostic metabolomic strategies profiling hundreds of targeted and nontargeted metabolites. Addressing these research priorities will improve the scope and reproducibility of future metabolomic studies of psychological distress.
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Affiliation(s)
- Yiwen Zhu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Shaili C Jha
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Katherine H Shutta
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Tianyi Huang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Harvard Medical School, Boston, MA, USA
| | - Raji Balasubramanian
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, USA
| | - Clary B Clish
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA
| | - Susan E Hankinson
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, Amherst, MA, USA
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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3
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Acid Sphingomyelinase Is a Modulator of Contextual Fear. Int J Mol Sci 2022; 23:ijms23063398. [PMID: 35328819 PMCID: PMC8954852 DOI: 10.3390/ijms23063398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 03/14/2022] [Accepted: 03/18/2022] [Indexed: 11/23/2022] Open
Abstract
Acid sphingomyelinase (ASM) regulates a variety of physiological processes and plays an important role in emotional behavior. The role of ASM in fear-related behavior has not been investigated so far. Using transgenic mice overexpressing ASM (ASMtg) and ASM deficient mice, we studied whether ASM regulates fear learning and expression of cued and contextual fear in a classical fear conditioning paradigm, a model used to investigate specific attributes of post-traumatic stress disorder (PTSD). We show that ASM does not affect fear learning as both ASMtg and ASM deficient mice display unaltered fear conditioning when compared to wild-type littermates. However, ASM regulates the expression of contextual fear in a sex-specific manner. While ASM overexpression enhances the expression of contextual fear in both male and female mice, ASM deficiency reduces the expression of contextual fear specifically in male mice. The expression of cued fear, however, is not regulated by ASM as ASMtg and ASM deficient mice display similar tone-elicited freezing levels. This study shows that ASM modulates the expression of contextual fear but not of cued fear in a sex-specific manner and adds a novel piece of information regarding the involvement of ASM in hippocampal-dependent aversive memory.
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Al-Hakeim HK, Hadi HH, Jawad GA, Maes M. Intersections between Copper, β-Arrestin-1, Calcium, FBXW7, CD17, Insulin Resistance and Atherogenicity Mediate Depression and Anxiety Due to Type 2 Diabetes Mellitus: A Nomothetic Network Approach. J Pers Med 2022; 12:jpm12010023. [PMID: 35055338 PMCID: PMC8779500 DOI: 10.3390/jpm12010023] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 02/06/2023] Open
Abstract
Type 2 diabetes mellitus (T2DM) is frequently accompanied by affective disorders with a prevalence of comorbid depression of around 25%. Nevertheless, the biomarkers of affective symptoms including depression and anxiety due to T2DM are not well established. The present study delineated the effects of serum levels of copper, zinc, β-arrestin-1, FBXW7, lactosylceramide (LacCer), serotonin, calcium, magnesium on severity of depression and anxiety in 58 men with T2DM and 30 healthy male controls beyond the effects of insulin resistance (IR) and atherogenicity. Severity of affective symptoms was assessed using the Hamilton Depression and Anxiety rating scales. We found that 61.7% of the variance in affective symptoms was explained by the multivariate regression on copper, β-arrestin-1, calcium, and IR coupled with atherogenicity. Copper and LacCer (positive) and calcium and BXW7 (inverse) had significant specific indirect effects on affective symptoms, which were mediated by IR and atherogenicity. Copper, β-arrestin-1, and calcium were associated with affective symptoms above and beyond the effects of IR and atherogenicity. T2DM and affective symptoms share common pathways, namely increased atherogenicity, IR, copper, and β-arrestin-1, and lowered calcium, whereas copper, β-arrestin-1, calcium, LacCer, and FBXW7 may modulate depression and anxiety symptoms by affecting T2DM.
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Affiliation(s)
- Hussein Kadhem Al-Hakeim
- Department of Chemistry, College of Science, University of Kufa, Najaf 54001, Iraq; (H.K.A.-H.); (H.H.H.); (G.A.J.)
| | - Hadi Hasan Hadi
- Department of Chemistry, College of Science, University of Kufa, Najaf 54001, Iraq; (H.K.A.-H.); (H.H.H.); (G.A.J.)
| | - Ghoufran Akeel Jawad
- Department of Chemistry, College of Science, University of Kufa, Najaf 54001, Iraq; (H.K.A.-H.); (H.H.H.); (G.A.J.)
| | - Michael Maes
- Department of Psychiatry, Medical University of Plovdiv, 4002 Plovdiv, Bulgaria
- Department of Psychiatry, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
- IMPACT Strategic Research Centre, School of Medicine, Deakin University, P.O. Box 281, Geelong, VIC 3220, Australia
- Correspondence:
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De Novo Sphingolipid Biosynthesis in Atherosclerosis. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1372:31-46. [DOI: 10.1007/978-981-19-0394-6_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Shutta KH, Balasubramanian R, Huang T, Jha SC, Zeleznik OA, Kroenke CH, Tinker LF, Smoller JW, Casanova R, Tworoger SS, Manson JE, Clish CB, Rexrode KM, Hankinson SE, Kubzansky LD. Plasma metabolomic profiles associated with chronic distress in women. Psychoneuroendocrinology 2021; 133:105420. [PMID: 34597898 PMCID: PMC8547060 DOI: 10.1016/j.psyneuen.2021.105420] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 09/10/2021] [Accepted: 09/12/2021] [Indexed: 11/19/2022]
Abstract
Several forms of chronic distress including anxiety and depression are associated with adverse cardiometabolic outcomes. Metabolic alterations may underlie these associations. Whether these forms of distress are associated with metabolic alterations even after accounting for comorbid conditions and other factors remains unclear. Using an agnostic approach, this study examines a broad range of metabolites in relation to chronic distress among women. For this cross-sectional study of chronic distress and 577 plasma metabolites, data are from different substudies within the Women's Health Initiative (WHI) and Nurses' Health Studies (NHSI, NHSII). Chronic distress was characterized by depressive symptoms and other depression indicators in the WHI and NHSII substudies, and by combined indicators of anxiety and depressive symptoms in the NHSI substudy. We used a two-phase discovery-validation framework, with WHI (N = 1317) and NHSII (N = 218) substudies in the discovery phase (identifying metabolites associated with distress) and NHSI (N = 558) substudy in the validation phase. A differential network analysis provided a systems-level assessment of metabolomic alterations under chronic distress. Analyses adjusted for potential confounders and mediators (demographics, comorbidities, medications, lifestyle factors). In the discovery phase, 46 metabolites were significantly associated with depression measures. In validation, six of these metabolites demonstrated significant associations with chronic distress after adjustment for potential confounders. Among women with high distress, we found lower gamma-aminobutyric acid (GABA), threonine, biliverdin, and serotonin and higher C16:0 ceramide and 3-methylxanthine. Our findings suggest chronic distress is associated with metabolomic alterations and provide specific targets for future study of biological pathways in chronic diseases.
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Affiliation(s)
- Katherine H Shutta
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, 010 Arnold House, 715 North Pleasant Street, Amherst, MA 01003, USA.
| | - Raji Balasubramanian
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, 010 Arnold House, 715 North Pleasant Street, Amherst, MA 01003, USA.
| | - Tianyi Huang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Shaili C Jha
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Oana A Zeleznik
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
| | - Candyce H Kroenke
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA.
| | - Lesley F Tinker
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
| | - Jordan W Smoller
- Department of Psychiatry and Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
| | | | - Shelley S Tworoger
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Cancer Epidemiology, Moffit Cancer Center, Tampa, FL, USA.
| | - JoAnn E Manson
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| | - Clary B Clish
- Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA.
| | - Kathryn M Rexrode
- Harvard Medical School, Boston, MA, USA; Division of Women's Health, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
| | - Susan E Hankinson
- Department of Biostatistics and Epidemiology, University of Massachusetts Amherst, 010 Arnold House, 715 North Pleasant Street, Amherst, MA 01003, USA.
| | - Laura D Kubzansky
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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Ong SK, Husain SF, Wee HN, Ching J, Kovalik JP, Cheng MS, Schwarz H, Tang TB, Ho CS. Integration of the Cortical Haemodynamic Response Measured by Functional Near-Infrared Spectroscopy and Amino Acid Analysis to Aid in the Diagnosis of Major Depressive Disorder. Diagnostics (Basel) 2021; 11:diagnostics11111978. [PMID: 34829325 PMCID: PMC8617819 DOI: 10.3390/diagnostics11111978] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Revised: 10/22/2021] [Accepted: 10/22/2021] [Indexed: 01/02/2023] Open
Abstract
Background: Major depressive disorder (MDD) is a debilitating condition with a high disease burden and medical comorbidities. There are currently few to no validated biomarkers to guide the diagnosis and treatment of MDD. In the present study, we evaluated the differences between MDD patients and healthy controls (HCs) in terms of cortical haemodynamic responses during a verbal fluency test (VFT) using functional near-infrared spectroscopy (fNIRS) and serum amino acid profiles, and ascertained if these parameters were correlated with clinical characteristics. Methods: Twenty-five (25) patients with MDD and 25 age-, gender-, and ethnicity-matched HCs were recruited for the study. Real-time monitoring of the haemodynamic response during completion of a VFT was quantified using a 52-channel NIRS system. Serum samples were analysed and quantified by liquid chromatography-mass spectrometry for amino acid profiling. Receiver-operating characteristic (ROC) curves were used to classify potential candidate biomarkers. Results: The MDD patients had lower prefrontal and temporal activation during completion of the VFT than HCs. The MDD patients had lower mean concentrations of oxy-Hb in the left orbitofrontal cortex (OFC), and lower serum histidine levels. When the oxy-haemoglobin response was combined with the histidine concentration, the sensitivity and specificity of results improved significantly from 66.7% to 73.3% and from 65.0% to 90.0% respectively, as compared to results based only on the NIRS response. Conclusions: These findings demonstrate the use of combination biomarkers to aid in the diagnosis of MDD. This technique could be a useful approach to detect MDD with greater precision, but additional studies are required to validate the methodology.
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Affiliation(s)
- Samantha K. Ong
- Department of Psychological Medicine, National University Health System, Singapore 119228, Singapore;
| | - Syeda F. Husain
- Institute for Health Innovation and Technology (iHealthtech), National University of Singapore, Singapore 119276, Singapore;
| | - Hai Ning Wee
- Cardiovascular and Metabolic Disorders Programme, Duke-NUS Graduate Medical School, Singapore 169609, Singapore; (H.N.W.); (J.C.); (J.-P.K.)
| | - Jianhong Ching
- Cardiovascular and Metabolic Disorders Programme, Duke-NUS Graduate Medical School, Singapore 169609, Singapore; (H.N.W.); (J.C.); (J.-P.K.)
| | - Jean-Paul Kovalik
- Cardiovascular and Metabolic Disorders Programme, Duke-NUS Graduate Medical School, Singapore 169609, Singapore; (H.N.W.); (J.C.); (J.-P.K.)
| | - Man Si Cheng
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore; (M.S.C.); (H.S.)
| | - Herbert Schwarz
- Department of Physiology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Singapore; (M.S.C.); (H.S.)
| | - Tong Boon Tang
- Centre for Intelligent Signal and Imaging Research (CISIR), University Teknologi PETRONAS, Bandar Seri Iskandar 32610, Perak, Malaysia;
| | - Cyrus S. Ho
- Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore
- Correspondence: ; Tel.: +65-67795555
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8
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Kornhuber J, Gulbins E. New Molecular Targets for Antidepressant Drugs. Pharmaceuticals (Basel) 2021; 14:894. [PMID: 34577594 PMCID: PMC8472072 DOI: 10.3390/ph14090894] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 12/27/2022] Open
Abstract
Major depressive disorder (MDD) is a common and severe mental disorder that is usually recurrent and has a high risk of suicide. This disorder manifests not only with psychological symptoms but also multiple changes throughout the body, including increased risks of obesity, diabetes, and cardiovascular disease. Peripheral markers of oxidative stress and inflammation are elevated. MDD is therefore best described as a multisystem whole-body disease. Pharmacological treatment with antidepressants usually requires several weeks before the desired effects manifest. Previous theories of depression, such as the monoamine or neurogenesis hypotheses, do not explain these characteristics well. In recent years, new mechanisms of action have been discovered for long-standing antidepressants that also shed new light on depression, including the sphingolipid system and the receptor for brain-derived neurotrophic factor (BDNF).
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Affiliation(s)
- Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, University Hospital, Friedrich-Alexander-University of Erlangen-Nuremberg, 91054 Erlangen, Germany
| | - Erich Gulbins
- Department of Molecular Biology, University of Duisburg-Essen, 45117 Essen, Germany;
- Department of Surgery, University of Cincinnati, Cincinnati, OH 45267, USA
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9
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Rhein C, Zoicas I, Marx LM, Zeitler S, Hepp T, von Zimmermann C, Mühle C, Richter-Schmidinger T, Lenz B, Erim Y, Reichel M, Gulbins E, Kornhuber J. mRNA Expression of SMPD1 Encoding Acid Sphingomyelinase Decreases upon Antidepressant Treatment. Int J Mol Sci 2021; 22:ijms22115700. [PMID: 34071826 PMCID: PMC8198802 DOI: 10.3390/ijms22115700] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 05/14/2021] [Accepted: 05/23/2021] [Indexed: 12/24/2022] Open
Abstract
Major depressive disorder (MDD) is a severe psychiatric condition with key symptoms of low mood and lack of motivation, joy, and pleasure. Recently, the acid sphingomyelinase (ASM)/ceramide system has been implicated in the pathogenesis of MDD. ASM is a lysosomal glycoprotein that catalyzes the hydrolysis of sphingomyelin, an abundant component of membranes, into the bioactive sphingolipid ceramide, which impacts signaling pathways. ASM activity is inhibited by several common antidepressant drugs. Human and murine studies have confirmed that increased ASM activity and ceramide levels are correlated with MDD. To define a molecular marker for treatment monitoring, we investigated the mRNA expression of SMPD1, which encodes ASM, in primary cell culture models, a mouse study, and a human study with untreated MDD patients before and after antidepressive treatment. Our cell culture study showed that a common antidepressant inhibited ASM activity at the enzymatic level and also at the transcriptional level. In a genetically modified mouse line with depressive-like behavior, Smpd1 mRNA expression in dorsal hippocampal tissue was significantly decreased after treatment with a common antidepressant. The large human study showed that SMPD1 mRNA expression in untreated MDD patients decreased significantly after antidepressive treatment. This translational study shows that SMPD1 mRNA expression could serve as a molecular marker for treatment and adherence monitoring of MDD.
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Affiliation(s)
- Cosima Rhein
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
- Department of Psychosomatic Medicine and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), D-91054 Erlangen, Germany; (T.H.); (Y.E.)
- Correspondence: ; Tel.: +49-9131-85-44542
| | - Iulia Zoicas
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Lena M. Marx
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Stefanie Zeitler
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Tobias Hepp
- Department of Psychosomatic Medicine and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), D-91054 Erlangen, Germany; (T.H.); (Y.E.)
- Institute of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), D-91054 Erlangen, Germany
| | - Claudia von Zimmermann
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Christiane Mühle
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Tanja Richter-Schmidinger
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Bernd Lenz
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
- Department of Addictive Behavior and Addiction Medicine, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, D-68159 Mannheim, Germany
| | - Yesim Erim
- Department of Psychosomatic Medicine and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), D-91054 Erlangen, Germany; (T.H.); (Y.E.)
| | - Martin Reichel
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
| | - Erich Gulbins
- Department of Molecular Biology, University Hospital, University of Duisburg-Essen, D-45147 Essen, Germany;
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Schwabachanlage 6, D-91054 Erlangen, Germany; (I.Z.); (L.M.M.); (S.Z.); (C.v.Z.); (C.M.); (T.R.-S.); (B.L.); (M.R.); (J.K.)
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10
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Liu X, Wang J, Hu B, Yan P, Jia S, Du Z, Jiang H. Qualitative distribution of endogenous sphingolipids in plasma of human and rodent species by UPLC-Q-Exactive-MS. J Chromatogr B Analyt Technol Biomed Life Sci 2021; 1173:122684. [PMID: 33857888 DOI: 10.1016/j.jchromb.2021.122684] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 03/03/2021] [Accepted: 03/29/2021] [Indexed: 12/25/2022]
Abstract
Sphingolipids (SLs) are endogenously bioactive molecules with diverse structures, and its metabolic disorders are involved in the progression of many diseases. In this study, an ultra-performance liquid chromatography quadrupole exactive mass spectrometry (UPLC-Q-Exactive-MS) method was established to comprehensively profile SLs in plasma. First, the fragment patterns of SL standards of each subclass were investigated. Then, the SL species in plasma were characterized based on the fragmentation rules. Finally, a total of 144 endogenous SL species consisting of 216 regioisomers were identified in plasma of human, golden hamster and C57BL/6 mice, which was the most comprehensive identification for SLs in plasma. In addition to the known species, 19 SL species that have never been reported were also identified. The profile of SLs in plasma of human and two rodent species was compared subsequently. It was worth noting that a total of 9 SL molecular species consisting of 11 regioisomers with low abundance were successfully identified in human plasma through comparison among species. Those findings contribute to a deeper understanding of SLs in human plasma and provide scientific basis for the selection of animal model. The established profile of SLs in plasma could be used for screening of lipid biomarkers of various diseases.
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Affiliation(s)
- Xuechen Liu
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Jingchen Wang
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Bingying Hu
- Zhejiang Academy of Medical Sciences (Hangzhou Medical College), 182 Tianmushan Road, Hangzhou, Zhejiang, China
| | - Pan Yan
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Shuailong Jia
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Zhifeng Du
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China
| | - Hongliang Jiang
- Tongji School of Pharmacy, Huazhong University of Science and Technology, Wuhan 430030, China.
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11
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Zoicas I, Schumacher F, Kleuser B, Reichel M, Gulbins E, Fejtova A, Kornhuber J, Rhein C. The Forebrain-Specific Overexpression of Acid Sphingomyelinase Induces Depressive-Like Symptoms in Mice. Cells 2020; 9:cells9051244. [PMID: 32443534 PMCID: PMC7290754 DOI: 10.3390/cells9051244] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 05/14/2020] [Accepted: 05/15/2020] [Indexed: 11/16/2022] Open
Abstract
Human and murine studies identified the lysosomal enzyme acid sphingomyelinase (ASM) as a target for antidepressant therapy and revealed its role in the pathophysiology of major depression. In this study, we generated a mouse model with overexpression of Asm (Asm-tgfb) that is restricted to the forebrain to rule out any systemic effects of Asm overexpression on depressive-like symptoms. The increase in Asm activity was higher in male Asm-tgfb mice than in female Asm-tgfb mice due to the breeding strategy, which allows for the generation of wild-type littermates as appropriate controls. Asm overexpression in the forebrain of male mice resulted in a depressive-like phenotype, whereas in female mice, Asm overexpression resulted in a social anxiogenic-like phenotype. Ceramides in male Asm-tgfb mice were elevated specifically in the dorsal hippocampus. mRNA expression analyses indicated that the increase in Asm activity affected other ceramide-generating pathways, which might help to balance ceramide levels in cortical brain regions. This forebrain-specific mouse model offers a novel tool for dissecting the molecular mechanisms that play a role in the pathophysiology of major depression.
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Affiliation(s)
- Iulia Zoicas
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (I.Z.); (M.R.); (A.F.); (J.K.)
| | - Fabian Schumacher
- Department of Toxicology, University of Potsdam, 14558 Nuthetal, Germany; (F.S.); (B.K.)
- Department of Molecular Biology, University of Duisburg-Essen, 45147 Essen, Germany;
| | - Burkhard Kleuser
- Department of Toxicology, University of Potsdam, 14558 Nuthetal, Germany; (F.S.); (B.K.)
| | - Martin Reichel
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (I.Z.); (M.R.); (A.F.); (J.K.)
| | - Erich Gulbins
- Department of Molecular Biology, University of Duisburg-Essen, 45147 Essen, Germany;
| | - Anna Fejtova
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (I.Z.); (M.R.); (A.F.); (J.K.)
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (I.Z.); (M.R.); (A.F.); (J.K.)
| | - Cosima Rhein
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany; (I.Z.); (M.R.); (A.F.); (J.K.)
- Department of Psychosomatic Medicine and Psychotherapy, Friedrich-Alexander Universität Erlangen-Nürnberg, 91054 Erlangen, Germany
- Correspondence: ; Tel.: +49-9131-85-44542
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12
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Zoicas I, Mühle C, Schmidtner AK, Gulbins E, Neumann ID, Kornhuber J. Anxiety and Depression Are Related to Higher Activity of Sphingolipid Metabolizing Enzymes in the Rat Brain. Cells 2020; 9:cells9051239. [PMID: 32429522 PMCID: PMC7290887 DOI: 10.3390/cells9051239] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 05/13/2020] [Accepted: 05/15/2020] [Indexed: 12/11/2022] Open
Abstract
Changes in sphingolipid metabolism have been suggested to contribute to the pathophysiology of major depression. In this study, we investigated the activity of acid and neutral sphingomyelinases (ASM, NSM) and ceramidases (AC, NC), respectively, in twelve brain regions of female rats selectively bred for high (HAB) versus low (LAB) anxiety-like behavior. Concomitant with their highly anxious and depressive-like phenotype, HAB rats showed increased activity of ASM and NSM as well as of AC and NC in multiple brain regions associated with anxiety- and depressive-like behavior, including the lateral septum, hypothalamus, ventral hippocampus, ventral and dorsal mesencephalon. Strong correlations between anxiety-like behavior and ASM activity were found in female HAB rats in the amygdala, ventral hippocampus and dorsal mesencephalon, whereas NSM activity correlated with anxiety levels in the dorsal mesencephalon. These results provide novel information about the sphingolipid metabolism, especially about the sphingomyelinases and ceramidases, in major depression and comorbid anxiety.
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Affiliation(s)
- Iulia Zoicas
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (C.M.); (J.K.)
- Correspondence: ; Tel.: +49-9131-85-46005; Fax: +49-9131-85-36381
| | - Christiane Mühle
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (C.M.); (J.K.)
| | - Anna K. Schmidtner
- Department of Behavioural and Molecular Neurobiology, University of Regensburg, 93040 Regensburg, Germany; (A.K.S.); (I.D.N.)
- Edmond and Lily Safra Center for Brain Sciences, Hebrew University of Jerusalem, Jerusalem 9190401, Israel
| | - Erich Gulbins
- Department of Molecular Biology, University of Duisburg-Essen, 45147 Essen, Germany;
| | - Inga D. Neumann
- Department of Behavioural and Molecular Neurobiology, University of Regensburg, 93040 Regensburg, Germany; (A.K.S.); (I.D.N.)
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University Erlangen-Nürnberg (FAU), 91054 Erlangen, Germany; (C.M.); (J.K.)
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13
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Saleem M, Herrmann N, Dinoff A, Marzolini S, Mielke MM, Andreazza A, Oh PI, Vattem Venkata SL, Haughey NJ, Lanctôt KL. Association Between Sphingolipids and Cardiopulmonary Fitness in Coronary Artery Disease Patients Undertaking Cardiac Rehabilitation. J Gerontol A Biol Sci Med Sci 2020; 75:671-679. [PMID: 30535238 PMCID: PMC7931966 DOI: 10.1093/gerona/gly273] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Indexed: 11/23/2022] Open
Abstract
The long-term benefits conferred by cardiac rehabilitation (CR) in those with coronary artery disease (CAD) are strongly linked with an improvement in cardiopulmonary fitness. This study aimed to determine the association between peripheral sphingolipids and cardiopulmonary fitness in CAD subjects undertaking CR. Patients with CAD (n = 100, mean age = 64 ± 6 years, 85% male, mean years of education = 17 ± 3 years) underwent 6 months of CR with blood collected at baseline, 3 and 6 months. Cardiopulmonary fitness was assessed by measuring peak oxygen uptake (VO2peak) at all time points. High performance liquid chromatography coupled electrospray ionization tandem mass spectrometry was used to quantify plasma sphingolipid concentrations. Cross-sectional and longitudinal associations between sphingolipids and VO2peak were assessed using linear regressions and mixed models, respectively. Higher concentrations of sphingomyelin C18:1 (β = -0.26, p = .01), ceramides C16:0 (β = -0.24, p = .02), C18:0 (β = -0.29, p = .002), C20:0 (β = -0.24, p = .02) and C24:1 (β = -0.24, p = .01) and monohexylceramide C18:0 (β = -0.23, p = .02) were associated with poorer VO2peak at baseline. An improvement in VO2peak was associated with a decrease in sphingomyelin C18:1 (b = -10.09, p = .006), ceramides C16:0 (b = -9.25, p = .0003), C18:0 (b = -5.44, p = .0003) and C24:1 (b = -2.46, p = .006) and monohexylceramide C18:0 (b = -5.37, p = .005). Specific long chain sphingolipids may be useful markers of fitness and response to exercise in CAD.
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Affiliation(s)
- Mahwesh Saleem
- Neuropsychopharmacology Research Group, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Nathan Herrmann
- Neuropsychopharmacology Research Group, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Psychiatry, University of Toronto, Canada
| | - Adam Dinoff
- Neuropsychopharmacology Research Group, Sunnybrook Health Sciences Centre, Toronto, Canada
| | | | - Michelle M Mielke
- Department of Neurology, Mayo Clinic, Rochester, Minnesota
- Health Sciences Research, Mayo Clinic, Rochester, Minnesota
| | - Ana Andreazza
- Centre for Addiction and Mental Health, Toronto, Canada
| | - Paul I Oh
- Toronto Rehabilitation Institute, Toronto, Canada
- Division of Clinical Pharmacology, Sunnybrook Health Sciences Centre, Toronto, Canada
| | | | - Norman J Haughey
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Krista L Lanctôt
- Neuropsychopharmacology Research Group, Sunnybrook Health Sciences Centre, Toronto, Canada
- Department of Psychiatry, University of Toronto, Canada
- Toronto Rehabilitation Institute, Toronto, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Canada
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14
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Mohammad D, Herrmann N, Saleem M, Swartz RH, Oh PI, Bradley J, Chan P, Ellis C, Lanctôt KL. Validity of a novel screen for cognitive impairment and neuropsychiatric symptoms in cardiac rehabilitation. BMC Geriatr 2019; 19:163. [PMID: 31185923 PMCID: PMC6558737 DOI: 10.1186/s12877-019-1177-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 05/31/2019] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Currently, there is no composite screening tool that can efficiently and effectively assess prevalent yet under-recognized cognitive and neuropsychiatric comorbidities in patients with cardiovascular disease. We aimed to determine the validity and feasibility of a novel screen assessing cognitive impairment, anxiety, apathy and depression (CAAD screen) in those attending cardiac rehabilitation (CR). METHODS All patients diagnosed with cardiovascular disease or cardiovascular risk factors entering CR were screened as part of clinical care. A subset of those patients agreed to complete validation assessments (n = 127). Screen results were compared to widely accepted standards for cognition, anxiety, apathy, and depression using a modified receiver operating characteristic (ROC) and area under the curve analysis. RESULTS The screen was completed by 97% of participants in 10 min or less with an average completion time of approximately 5 min. Screening scores adjusted for age, sex and years of education had acceptable or excellent validity compared to widely accepted standard diagnoses: CAAD-Cog (AUC = 0.80); CAAD-Anx (AUC = 0.81); CAAD-Apathy (AUC = 0.79) and CAAD-Dep (AUC = 0.85). CONCLUSIONS The CAAD screen may be a valid and feasible tool for detecting cognitive impairment, anxiety, apathy and depression in CR settings.
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Affiliation(s)
- Dana Mohammad
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario Canada
| | - Nathan Herrmann
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario Canada
| | - Mahwesh Saleem
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
| | - Richard H. Swartz
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
| | - Paul I. Oh
- University Health Network at Toronto Rehabilitation Institute, Toronto, Ontario Canada
| | - Janelle Bradley
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
| | - Parco Chan
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario Canada
| | - Courtney Ellis
- Department of Kinesiology, University of Waterloo, Waterloo, Ontario Canada
| | - Krista L. Lanctôt
- Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, Ontario Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario Canada
- University Health Network at Toronto Rehabilitation Institute, Toronto, Ontario Canada
- Sunnybrook Hospital, FG-08, 2075 Bayview Avenue, Toronto, ON M4N 3M5 Canada
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15
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Moaddel R, Shardell M, Khadeer M, Lovett J, Kadriu B, Ravichandran S, Morris PJ, Yuan P, Thomas CJ, Gould TD, Ferrucci L, Zarate CA. Plasma metabolomic profiling of a ketamine and placebo crossover trial of major depressive disorder and healthy control subjects. Psychopharmacology (Berl) 2018; 235:3017-3030. [PMID: 30116859 PMCID: PMC6193489 DOI: 10.1007/s00213-018-4992-7] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 07/30/2018] [Indexed: 12/28/2022]
Abstract
(R,S)-Ketamine produces rapid, robust, and sustained antidepressant effects in major depressive disorder. Specifically, its pharmacological efficacy in treatment refractory depression is considered a major breakthrough in the field. However, the mechanism of action of ketamine's rapid effect remains to be determined. In order to identify pathways that are responsible for ketamine's effect, a targeted metabolomic approach was carried out using a double-blind, placebo-controlled crossover design, with infusion order randomized with medication-free patients with treatment-resistant major depressive disorder (29 subjects) and healthy controls (25 subjects). The metabolomic profile of these subjects was characterized at multiple time points, and a comprehensive analysis was investigated between the following: MDD and healthy controls, treatment and placebo in both groups and the corresponding response to ketamine treatment. Ketamine treatment resulted in a general increase in circulating sphingomyelins, levels which were not correlated with response. Ketamine response resulted in more pronounced effects in the kynurenine pathway and the arginine pathway at 4 h post-infusion, where a larger decrease in circulating kynurenine levels and a larger increase in the bioavailability of arginine were observed in responders to ketamine treatment, suggesting possible mechanisms for response to ketamine treatment.
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Affiliation(s)
- Ruin Moaddel
- Biomedical Research Center, Intramural Research Program, National Institute on Aging, National Institutes, Bethesda, MD, USA.
| | - Michelle Shardell
- Biomedical Research Center, Intramural Research Program, National Institute on Aging, National Institutes, Bethesda, MD, USA
| | - Mohammed Khadeer
- Biomedical Research Center, Intramural Research Program, National Institute on Aging, National Institutes, Bethesda, MD, USA
| | - Jacqueline Lovett
- Biomedical Research Center, Intramural Research Program, National Institute on Aging, National Institutes, Bethesda, MD, USA
| | - Bashkim Kadriu
- Experimental Therapeutics and Pathophysiology Branch, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Sarangan Ravichandran
- Advanced Biomedical and Computational Sciences, Frederick National Laboratory for Cancer Research sponsored by the National Cancer Institute, Leidos Biomedical Research Inc, Fredrick, MD 21702, USA
| | - Patrick J. Morris
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, Intramural Research Program, National Institutes of Health, Rockville, MD, USA
| | - Peixiong Yuan
- Experimental Therapeutics and Pathophysiology Branch, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Craig J. Thomas
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences, Intramural Research Program, National Institutes of Health, Rockville, MD, USA
| | - Todd D. Gould
- Department of Psychiatry, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Luigi Ferrucci
- Biomedical Research Center, Intramural Research Program, National Institute on Aging, National Institutes, Bethesda, MD, USA
| | - Carlos A. Zarate
- Experimental Therapeutics and Pathophysiology Branch, Intramural Research Program, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
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16
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Bent S, Lawton B, Warren T, Widjaja F, Dang K, Fahey JW, Cornblatt B, Kinchen JM, Delucchi K, Hendren RL. Identification of urinary metabolites that correlate with clinical improvements in children with autism treated with sulforaphane from broccoli. Mol Autism 2018; 9:35. [PMID: 29854372 PMCID: PMC5975568 DOI: 10.1186/s13229-018-0218-4] [Citation(s) in RCA: 67] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 05/22/2018] [Indexed: 12/14/2022] Open
Abstract
Background Children with autism spectrum disorder (ASD) have urinary metabolites suggesting impairments in several pathways, including oxidative stress, inflammation, mitochondrial dysfunction, and gut microbiome alterations. Sulforaphane, a supplement with indirect antioxidant effects that are derived from broccoli sprouts and seeds, was recently shown to lead to improvements in behavior and social responsiveness in children with ASD. We conducted the current open-label study to determine if we could identify changes in urinary metabolites that were associated with clinical improvements with the goal of identifying a potential mechanism of action. Methods Children and young adults enrolled in a school for children with ASD and related neurodevelopmental disorders were recruited to participate in a 12-week, open-label study of sulforaphane. Fasting urinary metabolites and measures of behavior (Aberrant Behavior Checklist—ABC) and social responsiveness (Social Responsiveness Scale—SRS) were measured at baseline and at the end of the study. Pearson’s correlation coefficient was calculated for the pre- to post-intervention change in each of the two clinical scales (ABS and SRS) versus the change in each metabolite. Results Fifteen children completed the 12-week study. Mean scores on both symptom measures showed improvements (decreases) over the study period, but only the change in the SRS was significant. The ABC improved − 7.1 points (95% CI − 17.4 to 3.2), and the SRS improved − 9.7 points (95% CI − 18.7 to − 0.8). We identified 77 urinary metabolites that were correlated with changes in symptoms, and they clustered into pathways of oxidative stress, amino acid/gut microbiome, neurotransmitters, hormones, and sphingomyelin metabolism. Conclusions Urinary metabolomics analysis is a useful tool to identify pathways that may be involved in the mechanism of action of treatments targeting abnormal physiology in ASD. Trial registration This study was prospectively registered at clinicaltrials.gov (NCT02654743) on January 11, 2016.
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Affiliation(s)
- Stephen Bent
- 1Department of Psychiatry, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA.,2Department of Epidemiology and Biostatistics, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA.,Department of Medicine, UCSF, SFVAMC, 111-A1, 4150 Clement St, San Francisco, CA 94121 USA
| | - Brittany Lawton
- 1Department of Psychiatry, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA
| | - Tracy Warren
- 1Department of Psychiatry, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA
| | - Felicia Widjaja
- 1Department of Psychiatry, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA
| | - Katherine Dang
- 2Department of Epidemiology and Biostatistics, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA
| | - Jed W Fahey
- 3Departments of Medicine, Pharmacology and Molecular Sciences, International Health, and Cullman Chemoprotection Center, Johns Hopkins University, 855 N. Wolfe St. Ste. 625, Baltimore, MD 21205 USA
| | - Brian Cornblatt
- Nutramax Laboratories Consumer Care, Inc, 2208 Lakeside Blvd, Edgewood, MD 21040 USA
| | - Jason M Kinchen
- 5Metabolon, Inc, 617 Davis Dr. Suite 400, Durham, NC 27713 USA
| | - Kevin Delucchi
- 1Department of Psychiatry, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA.,2Department of Epidemiology and Biostatistics, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA
| | - Robert L Hendren
- 1Department of Psychiatry, University of California, San Francisco, 401 Parnassus, LP-119, San Francisco, CA 94143 USA
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17
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Dinoff A, Saleem M, Herrmann N, Mielke MM, Oh PI, Venkata SLV, Haughey NJ, Lanctôt KL. Plasma sphingolipids and depressive symptoms in coronary artery disease. Brain Behav 2017; 7:e00836. [PMID: 29201542 PMCID: PMC5698859 DOI: 10.1002/brb3.836] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Revised: 08/18/2017] [Accepted: 09/01/2017] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Depression is highly prevalent in individuals with coronary artery disease (CAD) and increases the risk of future cardiac events and mortality. Sphingolipids have been implicated in the pathophysiology of both CAD and depression. This study assessed the association between plasma sphingolipid concentrations and depressive symptoms in CAD subjects. METHODS Depressive symptoms were measured using the depression subscale of the self-reported Hospital Anxiety and Depression Scale (HADS). Sphingolipid concentrations were measured from fasting plasma samples using high-performance liquid chromatography-coupled electrospray ionization tandem mass spectrometry (LC/MS/MS). Linear regression models were used to assess associations between log-transformed concentrations of plasma sphingolipids and depressive symptoms. RESULTS A total of 111 CAD patients (mean (SD) age = 63.6 ± 6.4, 84.7% male) were included. In linear regression analyses, higher plasma concentrations of ceramides C16:0 (β = 0.204, p = .026) and C18:0 (β = 0.209, p = .023) and sphingomyelin SM18:1 (β = 0.210, p = .024) were significantly associated with higher HADS depression subscale score after adjusting for covariates. CONCLUSION Sphingolipids, in particular the ceramide species C16:0 and C18:0 and the sphingomyelin species SM18:1, may be implicated in the pathophysiology of depression in CAD. The association between plasma sphingolipid concentrations and depression should be further examined in CAD patients and in other populations.
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Affiliation(s)
- Adam Dinoff
- Neuropsychopharmacology Research Group Hurvitz Brain Sciences Program Sunnybrook Research Institute Toronto ON Canada.,Department of Pharmacology and Toxicology Faculty of Medicine University of Toronto Toronto ON Canada
| | - Mahwesh Saleem
- Neuropsychopharmacology Research Group Hurvitz Brain Sciences Program Sunnybrook Research Institute Toronto ON Canada.,Department of Pharmacology and Toxicology Faculty of Medicine University of Toronto Toronto ON Canada
| | - Nathan Herrmann
- Neuropsychopharmacology Research Group Hurvitz Brain Sciences Program Sunnybrook Research Institute Toronto ON Canada.,Department of Psychiatry Faculty of Medicine University of Toronto Toronto ON Canada
| | - Michelle M Mielke
- Department of Neurology Mayo Clinic Rochester MN USA.,Department of Health Sciences Research Mayo Clinic Rochester MN USA
| | - Paul I Oh
- Division of Clinical Pharmacology Sunnybrook Health Sciences Centre Toronto ON Canada.,Toronto Rehabilitation Institute Rumsey Centre Cardiac Rehabilitation Toronto ON Canada
| | | | - Norman J Haughey
- Department of Neurology Johns Hopkins University School of Medicine Baltimore MD USA.,Department of Psychiatry Johns Hopkins University School of Medicine Baltimore MD USA
| | - Krista L Lanctôt
- Neuropsychopharmacology Research Group Hurvitz Brain Sciences Program Sunnybrook Research Institute Toronto ON Canada.,Department of Pharmacology and Toxicology Faculty of Medicine University of Toronto Toronto ON Canada.,Department of Psychiatry Faculty of Medicine University of Toronto Toronto ON Canada.,Toronto Rehabilitation Institute Rumsey Centre Cardiac Rehabilitation Toronto ON Canada
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