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Associations of cigarette smoking with psychiatric disorders: evidence from a two-sample Mendelian randomization study. Sci Rep 2020; 10:13807. [PMID: 32796876 PMCID: PMC7427799 DOI: 10.1038/s41598-020-70458-4] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Accepted: 06/29/2020] [Indexed: 11/08/2022] Open
Abstract
We conducted a two-sample Mendelian randomization study to determine the association of smoking initiation with seven psychiatric disorders. We used 353 independent single-nucleotide polymorphisms associated with cigarette smoking initiation as instrumental variables at genome-wide significance threshold (p < 5 × 10−8) from a recent genome-wide association study in 1,232,091 European-origin participants. Summary-level data for seven psychiatric disorders, including anxiety, bipolar disorder, insomnia, major depressive disorder, posttraumatic stress disorder, suicide attempts, and schizophrenia, was obtained from large genetic consortia and genome-wide association studies. The odds ratios of genetically predicted smoking initiation were 1.96 for suicide attempts (95% CI 1.70, 2.27; p = 4.5 × 10−20), 1.69 for post-traumatic stress disorder (95% CI 1.32, 2.16; p = 2.5 × 10−5), 1.54 for schizophrenia (95% CI 1.35, 1.75; p = 1.6 × 10−10), 1.41 for bipolar disorder (95% CI 1.25, 1.59; p = 1.8 × 10−8), 1.38 for major depressive disorder (95% CI 1.31, 1.45; p = 2.3 × 10−38), 1.20 for insomnia (95% CI 1.14, 1.25; p = 6.0 × 10−14) and 1.17 for anxiety (95% CI 0.98, 1.40; p = 0.086). Results of sensitivity analyses were consistent and no horizontal pleiotropy was detected in MR-Egger analysis. However, the associations with suicide attempts, schizophrenia, bipolar disorder, and anxiety might be related to possible reverse causality or weak instrument bias. This study found that cigarette smoking was causally associated with increased risks of a number of psychiatric disorders. The causal effects of smoking on suicide attempts, schizophrenia, bipolar disorder and anxiety needs further research.
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152
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Cattaneo A, Cattane N, Scassellati C, D'Aprile I, Riva MA, Pariante CM. Convergent Functional Genomics approach to prioritize molecular targets of risk in early life stress-related psychiatric disorders. Brain Behav Immun Health 2020; 8:100120. [PMID: 34589878 PMCID: PMC8474593 DOI: 10.1016/j.bbih.2020.100120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 07/23/2020] [Accepted: 07/28/2020] [Indexed: 12/27/2022] Open
Abstract
There is an overwhelming evidence proving that mental disorders are not the product of a single risk factor - i.e. genetic variants or environmental factors, including exposure to maternal perinatal mental health problems or childhood adverse events - rather the product of a trajectory of cumulative and multifactorial insults occurring during development, such as exposures during the foetal life to adverse mental condition in the mother, or exposures to adverse traumatic events during childhood or adolescence. In this review, we aim to highlight the potential utility of a Convergent Functional Genomics (CFG) approach to clarify the complex brain-relevant molecular mechanisms and alterations induced by early life stress (ELS). We describe different studies based on CFG in psychiatry and neuroscience, and we show how this 'hypothesis-free' tool can prioritize a stringent number of genes modulated by ELS, that can be tested as potential candidates for Gene x Environment (GxE) interaction studies. We discuss the results obtained by using a CFG approach identifying FoxO1 as a gene where genetic variability can mediate the effect of an adverse environment on the development of depression. Moreover, we also demonstrate that FoxO1 has a functional relevance in stress-induced reduction of neurogenesis, and can be a potential target for the prevention or treatment of stress-related psychiatric disorders. Overall, we suggest that CFG approach could include trans-species and tissues data integration and we also propose the application of CFG to examine in depth and to prioritize top candidate genes that are affected by ELS across lifespan and generations.
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Affiliation(s)
- Annamaria Cattaneo
- Biological Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia
| | - Nadia Cattane
- Biological Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia
| | - Catia Scassellati
- Biological Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia
| | - Ilari D'Aprile
- Biological Psychiatry Unit, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia
| | - Marco Andrea Riva
- Department of Pharmacological and Biomolecular Sciences, University of Milan, Italy
| | - Carmine Maria Pariante
- Stress, Psychiatry and Immunology Laboratory, Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College, London, United Kingdom
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153
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Spagnolo PA, Norato G, Maurer CW, Goldman D, Hodgkinson C, Horovitz S, Hallett M. Effects of TPH2 gene variation and childhood trauma on the clinical and circuit-level phenotype of functional movement disorders. J Neurol Neurosurg Psychiatry 2020; 91:814-821. [PMID: 32576619 PMCID: PMC7402460 DOI: 10.1136/jnnp-2019-322636] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2019] [Revised: 03/19/2020] [Accepted: 05/06/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND Functional movement disorders (FMDs), part of the wide spectrum of functional neurological disorders (conversion disorders), are common and often associated with a poor prognosis. Nevertheless, little is known about their neurobiological underpinnings, particularly with regard to the contribution of genetic factors. Because FMD and stress-related disorders share a common core of biobehavioural manifestations, we investigated whether variants in stress-related genes also contributed, directly and interactively with childhood trauma, to the clinical and circuit-level phenotypes of FMD. METHODS Sixty-nine patients with a 'clinically defined' diagnosis of FMD were genotyped for 18 single-nucleotide polymorphisms (SNPs) from 14 candidate genes. FMD clinical characteristics, psychiatric comorbidity and symptomatology, and childhood trauma exposure were assessed. Resting-state functional connectivity data were obtained in a subgroup of 38 patients with FMD and 38 age-matched and sex-matched healthy controls. Amygdala-frontal connectivity was analysed using a whole-brain seed-based approach. RESULTS Among the SNPs analysed, a tryptophan hydroxylase 2 (TPH2) gene polymorphism-G703T-significantly predicted clinical and neurocircuitry manifestations of FMD. Relative to GG homozygotes, T carriers were characterised by earlier FMD age of onset and decreased connectivity between the right amygdala and the middle frontal gyrus. Furthermore, the TPH2 genotype showed a significant interaction with childhood trauma in predicting worse symptom severity. CONCLUSIONS This is, to our knowledge, the first study showing that the TPH2 genotype may modulate FMD both directly and interactively with childhood trauma. Because both this polymorphism and early-life stress alter serotonin levels, our findings support a potential molecular mechanism modulating FMD phenotype.
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Affiliation(s)
- Primavera A Spagnolo
- Human Motor Control Section, Medical Neurology Branch, National Institute on Nuerological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Gina Norato
- Office of Biostatistics, National Institute on Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA, Bethesda, Maryland, USA
| | - Carine W Maurer
- Department of Neurology, Stony Brook University Renaissance School of Medicine, Stony Brook, New York, USA
| | - David Goldman
- National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland, USA
| | - Colin Hodgkinson
- National Institute of Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland, USA
| | - Silvina Horovitz
- Human Motor Control Section, Medical Neurology Branch, National Institute on Nuerological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Mark Hallett
- Human Motor Control Section, Medical Neurology Branch, National Institute on Nuerological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
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154
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Kokkosis AG, Tsirka SE. Neuroimmune Mechanisms and Sex/Gender-Dependent Effects in the Pathophysiology of Mental Disorders. J Pharmacol Exp Ther 2020; 375:175-192. [PMID: 32661057 DOI: 10.1124/jpet.120.266163] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 07/09/2020] [Indexed: 12/12/2022] Open
Abstract
Innate and adaptive immune mechanisms have emerged as critical regulators of CNS homeostasis and mental health. A plethora of immunologic factors have been reported to interact with emotion- and behavior-related neuronal circuits, modulating susceptibility and resilience to mental disorders. However, it remains unclear whether immune dysregulation is a cardinal causal factor or an outcome of the pathologies associated with mental disorders. Emerging variations in immune regulatory pathways based on sex differences provide an additional framework for discussion in these psychiatric disorders. In this review, we present the current literature pertaining to the effects that disrupted immune pathways have in mental disorder pathophysiology, including immune dysregulation in CNS and periphery, microglial activation, and disturbances of the blood-brain barrier. In addition, we present the suggested origins of such immune dysregulation and discuss the gender and sex influence of the neuroimmune substrates that contribute to mental disorders. The findings challenge the conventional view of these disorders and open the window to a diverse spectrum of innovative therapeutic targets that focus on the immune-specific pathophenotypes in neuronal circuits and behavior. SIGNIFICANCE STATEMENT: The involvement of gender-dependent inflammatory mechanisms on the development of mental pathologies is gaining momentum. This review addresses these novel factors and presents the accumulating evidence introducing microglia and proinflammatory elements as critical components and potential targets for the treatment of mental disorders.
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Affiliation(s)
- Alexandros G Kokkosis
- Department of Pharmacological Sciences, Stony Brook University, Stony Brook, New York
| | - Stella E Tsirka
- Department of Pharmacological Sciences, Stony Brook University, Stony Brook, New York
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155
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Lynch CJ, Gunning FM, Liston C. Causes and Consequences of Diagnostic Heterogeneity in Depression: Paths to Discovering Novel Biological Depression Subtypes. Biol Psychiatry 2020; 88:83-94. [PMID: 32171465 DOI: 10.1016/j.biopsych.2020.01.012] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 12/13/2019] [Accepted: 01/18/2020] [Indexed: 12/17/2022]
Abstract
Depression is a highly heterogeneous syndrome that bears only modest correlations with its biological substrates, motivating a renewed interest in rethinking our approach to diagnosing depression for research purposes and new efforts to discover subtypes of depression anchored in biology. Here, we review the major causes of diagnostic heterogeneity in depression, with consideration of both clinical symptoms and behaviors (symptomatology and trajectory of depressive episodes) and biology (genetics and sexually dimorphic factors). Next, we discuss the promise of using data-driven strategies to discover novel subtypes of depression based on functional neuroimaging measures, including dimensional, categorical, and hybrid approaches to parsing diagnostic heterogeneity and understanding its biological basis. The merits of using resting-state functional magnetic resonance imaging functional connectivity techniques for subtyping are considered along with a set of technical challenges and potential solutions. We conclude by identifying promising future directions for defining neurobiologically informed depression subtypes and leveraging them in the future for predicting treatment outcomes and informing clinical decision making.
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Affiliation(s)
- Charles J Lynch
- Brain and Mind Research Institute and Department of Psychiatry, Weill Cornell Medicine, New York, New York
| | - Faith M Gunning
- Brain and Mind Research Institute and Department of Psychiatry, Weill Cornell Medicine, New York, New York
| | - Conor Liston
- Brain and Mind Research Institute and Department of Psychiatry, Weill Cornell Medicine, New York, New York.
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156
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Qi X, Shen M, Fan P, Guo X, Wang T, Feng N, Zhang M, Sweet RA, Kirisci L, Wang L. The Performance of Gene Expression Signature-Guided Drug-Disease Association in Different Categories of Drugs and Diseases. Molecules 2020; 25:molecules25122776. [PMID: 32560162 PMCID: PMC7357095 DOI: 10.3390/molecules25122776] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 06/05/2020] [Accepted: 06/05/2020] [Indexed: 12/27/2022] Open
Abstract
A gene expression signature (GES) is a group of genes that shows a unique expression profile as a result of perturbations by drugs, genetic modification or diseases on the transcriptional machinery. The comparisons between GES profiles have been used to investigate the relationships between drugs, their targets and diseases with quite a few successful cases reported. Especially in the study of GES-guided drugs–disease associations, researchers believe that if a GES induced by a drug is opposite to a GES induced by a disease, the drug may have potential as a treatment of that disease. In this study, we data-mined the crowd extracted expression of differential signatures (CREEDS) database to evaluate the similarity between GES profiles from drugs and their indicated diseases. Our study aims to explore the application domains of GES-guided drug–disease associations through the analysis of the similarity of GES profiles on known pairs of drug–disease associations, thereby identifying subgroups of drugs/diseases that are suitable for GES-guided drug repositioning approaches. Our results supported our hypothesis that the GES-guided drug–disease association method is better suited for some subgroups or pathways such as drugs and diseases associated with the immune system, diseases of the nervous system, non-chemotherapy drugs or the mTOR signaling pathway.
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Affiliation(s)
- Xiguang Qi
- Department of Pharmaceutical Sciences, Computational Chemical Genomics Screening Center, University of Pittsburgh School of Pharmacy, 3501 Terrace St Pittsburgh, PA 15261, USA; (X.Q.); (M.S.); (P.F.); (X.G.)
| | - Mingzhe Shen
- Department of Pharmaceutical Sciences, Computational Chemical Genomics Screening Center, University of Pittsburgh School of Pharmacy, 3501 Terrace St Pittsburgh, PA 15261, USA; (X.Q.); (M.S.); (P.F.); (X.G.)
| | - Peihao Fan
- Department of Pharmaceutical Sciences, Computational Chemical Genomics Screening Center, University of Pittsburgh School of Pharmacy, 3501 Terrace St Pittsburgh, PA 15261, USA; (X.Q.); (M.S.); (P.F.); (X.G.)
| | - Xiaojiang Guo
- Department of Pharmaceutical Sciences, Computational Chemical Genomics Screening Center, University of Pittsburgh School of Pharmacy, 3501 Terrace St Pittsburgh, PA 15261, USA; (X.Q.); (M.S.); (P.F.); (X.G.)
| | - Tianqi Wang
- Department of Biological Sciences, University of Pittsburgh School of Arts & Sciences, Pittsburgh, PA 15260, USA;
| | - Ning Feng
- Division of Cardiology, Vascular Medicine Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (N.F.); (M.Z.)
| | - Manling Zhang
- Division of Cardiology, Vascular Medicine Institute, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA; (N.F.); (M.Z.)
| | - Robert A. Sweet
- Department of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Department of Psychiatry, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Correspondence: (R.A.S.); (L.K.); (L.W.); Tel.: +1 412-624-8118 (L.K.); +1 412-383-6089 (R.A.S.)
| | - Levent Kirisci
- Department of Pharmaceutical Sciences, Computational Chemical Genomics Screening Center, University of Pittsburgh School of Pharmacy, 3501 Terrace St Pittsburgh, PA 15261, USA; (X.Q.); (M.S.); (P.F.); (X.G.)
- Correspondence: (R.A.S.); (L.K.); (L.W.); Tel.: +1 412-624-8118 (L.K.); +1 412-383-6089 (R.A.S.)
| | - Lirong Wang
- Department of Pharmaceutical Sciences, Computational Chemical Genomics Screening Center, University of Pittsburgh School of Pharmacy, 3501 Terrace St Pittsburgh, PA 15261, USA; (X.Q.); (M.S.); (P.F.); (X.G.)
- Correspondence: (R.A.S.); (L.K.); (L.W.); Tel.: +1 412-624-8118 (L.K.); +1 412-383-6089 (R.A.S.)
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157
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Bosi A, Banfi D, Bistoletti M, Giaroni C, Baj A. Tryptophan Metabolites Along the Microbiota-Gut-Brain Axis: An Interkingdom Communication System Influencing the Gut in Health and Disease. Int J Tryptophan Res 2020; 13:1178646920928984. [PMID: 32577079 PMCID: PMC7290275 DOI: 10.1177/1178646920928984] [Citation(s) in RCA: 105] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 05/02/2020] [Indexed: 12/12/2022] Open
Abstract
The ‘microbiota-gut-brain axis’ plays a fundamental role in maintaining host homeostasis, and different immune, hormonal, and neuronal signals participate to this interkingdom communication system between eukaryota and prokaryota. The essential aminoacid tryptophan, as a precursor of several molecules acting at the interface between the host and the microbiota, is fundamental in the modulation of this bidirectional communication axis. In the gut, tryptophan undergoes 3 major metabolic pathways, the 5-HT, kynurenine, and AhR ligand pathways, which may be directly or indirectly controlled by the saprophytic flora. The importance of tryptophan metabolites in the modulation of the gastrointestinal tract is suggested by several preclinical and clinical studies; however, a thorough revision of the available literature has not been accomplished yet. Thus, this review attempts to cover the major aspects on the role of tryptophan metabolites in host-microbiota cross-talk underlaying regulation of gut functions in health conditions and during disease states, with particular attention to 2 major gastrointestinal diseases, such as irritable bowel syndrome (IBS) and inflammatory bowel disease (IBD), both characterized by psychiatric disorders. Research in this area opens the possibility to target tryptophan metabolism to ameliorate the knowledge on the pathogenesis of both diseases, as well as to discover new therapeutic strategies based either on conventional pharmacological approaches or on the use of pre- and probiotics to manipulate the microbial flora.
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Affiliation(s)
- Annalisa Bosi
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Davide Banfi
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Michela Bistoletti
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Cristina Giaroni
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
| | - Andreina Baj
- Department of Medicine and Surgery, University of Insubria, Varese, Italy
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158
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DNA Methylation within the Amygdala Early in Life Increases Susceptibility for Depression and Anxiety Disorders. J Neurosci 2020; 39:8828-8830. [PMID: 31694977 DOI: 10.1523/jneurosci.0845-19.2019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Revised: 08/27/2019] [Accepted: 09/11/2019] [Indexed: 12/15/2022] Open
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159
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Bertolini F, Robertson L, Ostuzzi G, Meader N, Bisson JI, Churchill R, Barbui C. Early pharmacological interventions for acute traumatic stress symptoms: a network meta-analysis. Hippokratia 2020. [DOI: 10.1002/14651858.cd013613] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Federico Bertolini
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry; University of Verona; Verona Italy
| | - Lindsay Robertson
- Cochrane Common Mental Disorders; University of York; York UK
- Centre for Reviews and Dissemination; University of York; York UK
| | - Giovanni Ostuzzi
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry; University of Verona; Verona Italy
| | - Nicholas Meader
- Cochrane Common Mental Disorders; University of York; York UK
- Centre for Reviews and Dissemination; University of York; York UK
| | - Jonathan I Bisson
- Division of Psychological Medicine and Clinical Neurosciences; Cardiff University School of Medicine; Cardiff UK
| | - Rachel Churchill
- Cochrane Common Mental Disorders; University of York; York UK
- Centre for Reviews and Dissemination; University of York; York UK
| | - Corrado Barbui
- Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry; University of Verona; Verona Italy
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160
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Sun J, Lu Y, Yang J, Song Z, Lu W, Wang JH. mRNA and microRNA Profiles in the Amygdala Are Relevant to Susceptibility and Resilience to Psychological Stress Induced in Mice. J Mol Neurosci 2020; 70:1771-1796. [DOI: 10.1007/s12031-020-01570-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 04/22/2020] [Indexed: 12/22/2022]
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161
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Miller MW. Leveraging genetics to enhance the efficacy of PTSD pharmacotherapies. Neurosci Lett 2020; 726:133562. [DOI: 10.1016/j.neulet.2018.04.039] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2018] [Revised: 04/13/2018] [Accepted: 04/20/2018] [Indexed: 12/12/2022]
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162
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de Abreu MS, Giacomini ACVV, Genario R, Rech N, Carboni J, Lakstygal AM, Amstislavskaya TG, Demin KA, Leonard BE, Vlok M, Harvey BH, Piato A, Barcellos LJG, Kalueff AV. Non-pharmacological and pharmacological approaches for psychiatric disorders: Re-appraisal and insights from zebrafish models. Pharmacol Biochem Behav 2020; 193:172928. [PMID: 32289330 DOI: 10.1016/j.pbb.2020.172928] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 04/07/2020] [Indexed: 12/11/2022]
Abstract
Acute and chronic stressors are common triggers of human mental illnesses. Experimental animal models and their cross-species translation to humans are critical for understanding of the pathogenesis of stress-related psychiatric disorders. Mounting evidence suggests that both pharmacological and non-pharmacological approaches can be efficient in treating these disorders. Here, we analyze human, rodent and zebrafish (Danio rerio) data to compare the impact of non-pharmacological and pharmacological therapies of stress-related psychopathologies. Emphasizing the likely synergism and interplay between pharmacological and environmental factors in mitigating daily stress both clinically and in experimental models, we argue that environmental enrichment emerges as a promising complementary therapy for stress-induced disorders across taxa. We also call for a broader use of novel model organisms, such as zebrafish, to study such treatments and their potential interplay.
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Affiliation(s)
- Murilo S de Abreu
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil; The International Zebrafish Neuroscience Research Consortium (ZNRC), Slidell, LA, USA.
| | - Ana C V V Giacomini
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil; Postgraduate Program in Environmental Sciences, University of Passo Fundo (UPF), Passo Fundo, Brazil
| | - Rafael Genario
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Nathália Rech
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Júlia Carboni
- Bioscience Institute, University of Passo Fundo (UPF), Passo Fundo, RS, Brazil
| | - Anton M Lakstygal
- Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia; Institute of Experimental Medicine, Almazov National Medical Research Center, St. Petersburg, Russia; Granov Russian Scientific Center of Radiology and Surgical Technologies, St. Petersburg, Russia
| | - Tamara G Amstislavskaya
- Scientific Research Institute of Physiology and Basic Medicine, Novosibirsk, Russia; Institute of Medicine and Psychology, Novosibirsk State University, Novosibirsk, Russia
| | - Konstantin A Demin
- Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia; Institute of Experimental Medicine, Almazov National Medical Research Center, St. Petersburg, Russia
| | - Brian E Leonard
- University College Galway, Pharmacology Department, Galway, Ireland
| | - Marli Vlok
- Center of Excellence for Pharmaceutical Sciences, School of Pharmacy, North-West University, Potchefstroom, South Africa
| | - Brian H Harvey
- Center of Excellence for Pharmaceutical Sciences, School of Pharmacy, North-West University, Potchefstroom, South Africa
| | - Angelo Piato
- The International Zebrafish Neuroscience Research Consortium (ZNRC), Slidell, LA, USA; Postgraduate Program in Neurosciences, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Leonardo J G Barcellos
- Postgraduate Program in Environmental Sciences, University of Passo Fundo (UPF), Passo Fundo, Brazil; Postgraduate Program in Bio-Experimentation, University of Passo Fundo (UPF), Passo Fundo, Brazil; Postgraduate Program in Pharmacology, Federal University of Santa Maria (UFSM), Santa Maria, Brazil
| | - Allan V Kalueff
- School of Pharmacy, Southwest University, Chongqing, China; Ural Federal University, Ekaterinburg, Russia.
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163
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Steffen A, Nübel J, Jacobi F, Bätzing J, Holstiege J. Mental and somatic comorbidity of depression: a comprehensive cross-sectional analysis of 202 diagnosis groups using German nationwide ambulatory claims data. BMC Psychiatry 2020; 20:142. [PMID: 32228541 PMCID: PMC7106695 DOI: 10.1186/s12888-020-02546-8] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 03/13/2020] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Depression is frequently accompanied by other mental disorders and various somatic diseases; however, previous comorbidity studies often relied on self-reported data and have not simultaneously assessed the entire spectrum of mental and somatic diagnoses. The aim is to provide a complete picture of mental and somatic comorbidity of depression in routine outpatient care in a high income country with a relatively well equipped health care system. METHODS Using ambulatory claims data covering 87% of the German population (age 15+), we designed a cross-sectional study by identifying persons diagnosed with mild, moderate and severe depression in 2017 (N = 6.3 million) and a control group matched 4:1 on sex, 5-year age group and region of residence (N = 25.2 million). Stratified by severity, we calculated the prevalence of 202 diagnosis groups included in the ICD-10 in persons with depression as compared to matched controls using prevalence ratios (PR). RESULTS Nearly all mental disorders were at least twice as prevalent in persons with depression relative to controls, showing a dose-response relationship with depression severity. Irrespective of severity, the three most prevalent somatic comorbid diagnosis groups were 'other dorsopathies' (M50-M54), 'hypertensive diseases' (I10-I15) and 'metabolic disorders' (E70-E90), exhibiting PRs in moderate depression of 1.56, 1.23 and 1.33, respectively. Strong associations were revealed with diseases of the central nervous system (i.e. multiple sclerosis) and several neurological diseases, among them sleep disorders, migraine and epilepsy, most of them exhibiting at least 2- to 3-fold higher prevalences in depression relative to controls. Utilization of health care was higher among depression cases compared to controls. CONCLUSIONS The present study based on data from nearly the complete adolescent and adult population in Germany comprehensively illustrates the comorbidity status of persons diagnosed with depression as coded in routine health care. Our study should contribute to increasing the awareness of the strong interconnection of depression with all other mental and the vast majority of somatic diseases. Our findings underscore clinical and health-economic relevance and the necessity of systematically addressing the high comorbidity of depression and somatic as well as other mental diseases through prevention, early identification and adequate management of depressive symptoms.
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Affiliation(s)
- Annika Steffen
- Central Research Institute of Ambulatory Health Care in Germany (Zi), Berlin, Germany.
| | - Julia Nübel
- Department of Epidemiology and Health Monitoring, Unit 26 Mental Health, Robert Koch Institute, Berlin, Germany
| | - Frank Jacobi
- Psychologische Hochschule Berlin, Berlin, Germany
| | - Jörg Bätzing
- Central Research Institute of Ambulatory Health Care in Germany (Zi), Berlin, Germany
| | - Jakob Holstiege
- Central Research Institute of Ambulatory Health Care in Germany (Zi), Berlin, Germany
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164
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Chui KT, Lytras MD, Liu RW. A Generic Design of Driver Drowsiness and Stress Recognition Using MOGA Optimized Deep MKL-SVM. SENSORS 2020; 20:s20051474. [PMID: 32156100 PMCID: PMC7085776 DOI: 10.3390/s20051474] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 02/25/2020] [Accepted: 03/04/2020] [Indexed: 01/24/2023]
Abstract
Driver drowsiness and stress are major causes of traffic deaths and injuries, which ultimately wreak havoc on world economic loss. Researchers are in full swing to develop various algorithms for both drowsiness and stress recognition. In contrast to existing works, this paper proposes a generic model using multiple-objective genetic algorithm optimized deep multiple kernel learning support vector machine that is capable to recognize both driver drowsiness and stress. This algorithm simplifies the research formulations and model complexity that one model fits two applications. Results reveal that the proposed algorithm achieves an average sensitivity of 99%, specificity of 98.3% and area under the receiver operating characteristic curve (AUC) of 97.1% for driver drowsiness recognition. For driver stress recognition, the best performance is yielded with average sensitivity of 98.7%, specificity of 98.4% and AUC of 96.9%. Analysis also indicates that the proposed algorithm using multiple-objective genetic algorithm has better performance compared to the grid search method. Multiple kernel learning enhances the performance significantly compared to single typical kernel. Compared with existing works, the proposed algorithm not only achieves higher accuracy but also addressing the typical issues of dataset in simulated environment, no cross-validation and unreliable measurement stability of input signals.
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Affiliation(s)
- Kwok Tai Chui
- Department of Technology, School of Science and Technology, The Open University of Hong Kong, Hong Kong
- Correspondence: ; Tel.: +852-2768-6883
| | - Miltiadis D. Lytras
- School of Business & Economics, Deree College—The American College of Greece, 153-42 Athens, Greece;
- Effat College of Engineering, Effat University, Jeddah P.O. Box 34689, Saudi Arabia
| | - Ryan Wen Liu
- Hubei Key Laboratory of Inland Shipping Technology, School of Navigation, Wuhan University of Technology, Wuhan 430063, China;
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165
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Affiliation(s)
- Jordan W Smoller
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, and Department of Psychiatry, Massachusetts General Hospital, Boston; and Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, Mass
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166
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Lindberg L, Hagman E, Danielsson P, Marcus C, Persson M. Anxiety and depression in children and adolescents with obesity: a nationwide study in Sweden. BMC Med 2020; 18:30. [PMID: 32079538 PMCID: PMC7033939 DOI: 10.1186/s12916-020-1498-z] [Citation(s) in RCA: 105] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2019] [Accepted: 01/16/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Anxiety and depression are more common in children with obesity than in children of normal weight, but it is unclear whether this association is independent of other known risk factors. Interpretation of results from previous studies is hampered by methodological limitations, including self-reported assessment of anxiety, depression, and anthropometry. The aim of this study was to investigate whether obesity increases the risk of anxiety or depression independently of other risk factors in a large cohort of children and adolescents, using robust measures with regard to exposure and outcome. METHODS Children aged 6-17 years in the Swedish Childhood Obesity Treatment Register (BORIS, 2005-2015) were included (n = 12,507) and compared with a matched group (sex, year of birth, and area of residence) from the general population (n = 60,063). The main outcome was a diagnosis of anxiety or depression identified through ICD codes or dispensed prescribed medication within 3 years after the end of obesity treatment. Hazard ratios (HRs) with 95% confidence intervals (CIs) from Cox proportional models were adjusted for several known confounders. RESULTS Obesity remained a significant risk factor for anxiety and depression in children and adolescents after adjusting for Nordic background, neuropsychiatric disorders, family history of anxiety/depression, and socioeconomic status. Girls in the obesity cohort had a 43% higher risk of anxiety and depression compared to girls in the general population (adjusted HR 1.43, 95% CI 1.31-1.57; p < 0.0001). The risk in boys with obesity was similar (adjusted HR 1.33, 95% CI 1.20-1.48; p < 0.0001). In sensitivity analyses, excluding subjects with neuropsychiatric disorders and a family history of anxiety/depression, the estimated risks in individuals with obesity were even higher compared with results from the main analyses (adjusted HR [95% CI]: girls = 1.56 [1.31-1.87], boys = 2.04 [1.64-2.54]). CONCLUSIONS Results from this study support the hypothesis that obesity per se is associated with risk of both anxiety and depression in children and adolescents.
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Affiliation(s)
- Louise Lindberg
- Division of Pediatrics, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Blickagången 6A Novum, 141 57, Stockholm, Sweden.
| | - Emilia Hagman
- Division of Pediatrics, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Blickagången 6A Novum, 141 57, Stockholm, Sweden
| | - Pernilla Danielsson
- Division of Pediatrics, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Blickagången 6A Novum, 141 57, Stockholm, Sweden
| | - Claude Marcus
- Division of Pediatrics, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Blickagången 6A Novum, 141 57, Stockholm, Sweden
| | - Martina Persson
- Department of Medicine, Solna, Clinical Epidemiology Unit, Karolinska Institutet, Stockholm, Sweden.,Department of Diabetes and Endocrinology, Sachsska Children's Hospital, Södersjukhuset, Stockholm, Sweden.,Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
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167
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Schiele MA, Gottschalk MG, Domschke K. The applied implications of epigenetics in anxiety, affective and stress-related disorders - A review and synthesis on psychosocial stress, psychotherapy and prevention. Clin Psychol Rev 2020; 77:101830. [PMID: 32163803 DOI: 10.1016/j.cpr.2020.101830] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 01/16/2020] [Accepted: 01/20/2020] [Indexed: 12/11/2022]
Abstract
Mental disorders are highly complex and multifactorial in origin, comprising an elaborate interplay of genetic and environmental factors. Epigenetic mechanisms such as DNA modifications (e.g. CpG methylation), histone modifications (e.g. acetylation) and microRNAs function as a translator between genes and the environment. Indeed, environmental influences such as exposure to stress shape epigenetic patterns, and lifetime experiences continue to alter the function of the genome throughout the lifespan. Here, we summarize the recently burgeoning body of research regarding the involvement of aberrant epigenetic signatures in mediating an increased vulnerability to a wide range of mental disorders. We review the current knowledge of epigenetic changes to constitute useful markers predicting the clinical response to psychotherapeutic interventions, and of psychotherapy to alter - and potentially reverse - epigenetic risk patterns. Given first evidence pointing to a transgenerational transmission of epigenetic information, epigenetic alterations arising from successful psychotherapy might be transferred to future generations and thus contribute to the prevention of mental disorders. Findings are integrated into a multi-level framework highlighting challenges pertaining to the mechanisms of action and clinical implications of epigenetic research. Promising future directions regarding the prediction, prevention, and personalized treatment of mental disorders in line with a 'precision medicine' approach are discussed.
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Affiliation(s)
- Miriam A Schiele
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hauptstrasse 5, D-79104 Freiburg, Germany
| | - Michael G Gottschalk
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hauptstrasse 5, D-79104 Freiburg, Germany
| | - Katharina Domschke
- Department of Psychiatry and Psychotherapy, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Hauptstrasse 5, D-79104 Freiburg, Germany; Center for Basics in NeuroModulation, Faculty of Medicine, University of Freiburg, Breisacher Straße 64, D-79106 Freiburg, Germany.
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168
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Abstract
MicroRNAs as critical regulators of gene expression important for functions including neuronal development, synapse formation, and synaptic plasticity have been linked with the regulation of neurobiological systems that underlie anxiety processing in the brain. In this chapter, we give an update on associative evidence linking regulation of microRNAs with anxiety- and trauma-related disorders. Moving beyond correlative research, functional studies have emerged recently that explore causal relationships between microRNA expression and anxiety-like behavior. It has been demonstrated that experimental up- or downregulation of the candidate microRNAs in important nodes of the anxiety neurocircuitry can indeed modulate anxiety-related behavior in animal models. Improved methodologies for assessing microRNA-mediated modulation have aided such functional studies, revealing a number of anxiety-regulating microRNAs including miR-15a, miR-17-92, miR-34, miR-101, miR-124, miR-135, and miR-155. Important functional target genes of these identified microRNAs are associated with specific neurotransmitter/neuromodulator signaling, neurotrophin (e.g., BDNF) expression and other aspects of synaptic plasticity, as well as with stress-regulatory/hypothalamic-pituitary-axis function. Furthermore, microRNAs have been revealed that are regulated in distinct brain regions following various anxiety-attenuating strategies. These include pharmacological treatments such as antidepressants and other drugs, as well as non-pharmacological interventions such as fear extinction/exposure therapy or positive stimuli such as exposure to environmental enrichment. These are first indications for a role for microRNAs in the mechanism of action of anxiolytic treatments. As research continues, there is much hope that a deeper understanding of the microRNA-mediated mechanisms underlying anxiety-related disorders could open up possibilities for future novel biomarker and treatment strategies.
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169
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Díaz-Hung ML, Martínez G, Hetz C. Emerging roles of the unfolded protein response (UPR) in the nervous system: A link with adaptive behavior to environmental stress? INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2020; 350:29-61. [PMID: 32138903 DOI: 10.1016/bs.ircmb.2020.01.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Stressors elicit a neuroendocrine response leading to increased levels of glucocorticoids, allowing the organism to adapt to environmental changes and maintain homeostasis. Glucocorticoids have a broad effect in the body, modifying the activity of the immune system, metabolism, and behavior through the activation of receptors in the limbic system. Chronic exposition to stressors operates as a risk factor for psychiatric diseases such as depression and posttraumatic stress disorder. Among the cellular alterations observed as a consequence of environmental stress, alterations to organelle function at the level of mitochondria and endoplasmic reticulum (ER) are emerging as possible factors contributing to neuronal dysfunction. ER proteostasis alterations elicit the unfolded protein response (UPR), a conserved signaling network that re-establish protein homeostasis. In addition, in the context of brain function, the UPR has been associated to neurodevelopment, synaptic plasticity and neuronal connectivity. Recent studies suggest a role of the UPR in the adaptive behavior to stress, suggesting a mechanistic link between environmental and cellular stress. Here, we revise recent evidence supporting an evolutionary connection between the neuroendocrine system and the UPR to modulate behavioral adaptive responses.
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Affiliation(s)
- Mei-Li Díaz-Hung
- Biomedical Neuroscience Institute, Faculty of Medicine, University of Chile, Santiago, Chile; Program of Cellular and Molecular Biology, Institute of Biomedical Sciences, University of Chile, Santiago, Chile; Center for Geroscience, Brain Health and Metabolism, Santiago, Chile
| | - Gabriela Martínez
- Biomedical Neuroscience Institute, Faculty of Medicine, University of Chile, Santiago, Chile; Program of Cellular and Molecular Biology, Institute of Biomedical Sciences, University of Chile, Santiago, Chile; Center for Geroscience, Brain Health and Metabolism, Santiago, Chile
| | - Claudio Hetz
- Biomedical Neuroscience Institute, Faculty of Medicine, University of Chile, Santiago, Chile; Program of Cellular and Molecular Biology, Institute of Biomedical Sciences, University of Chile, Santiago, Chile; Center for Geroscience, Brain Health and Metabolism, Santiago, Chile; Buck Institute for Research on Aging, Novato, CA, United States.
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170
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Lee Y, Chang HY, Kim SH, Yang MS, Koh YI, Kang HR, Choi JH, Kim CW, Park HK, Kim JH, Nam YH, Kim TB, Hur GY, Jung JW, Park KH, Kim MA, Kim J, Yoon J, Ye YM. A Prospective Observation of Psychological Distress in Patients With Anaphylaxis. ALLERGY, ASTHMA & IMMUNOLOGY RESEARCH 2020; 12:496-506. [PMID: 32141262 PMCID: PMC7061156 DOI: 10.4168/aair.2020.12.3.496] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 12/29/2019] [Accepted: 01/07/2020] [Indexed: 02/01/2023]
Abstract
Purpose Anaphylaxis is an immediate allergic reaction characterized by potentially life-threatening, severe, systemic manifestations. While studies have evaluated links between serious illness and posttraumatic stress disorder (PTSD), few have investigated PTSD after anaphylaxis in adults. We sought to investigate the psychosocial burden of recent anaphylaxis in Korean adults. Methods A total of 203 (mean age of 44 years, 120 females) patients with anaphylaxis were recruited from 15 university hospitals in Korea. Questionnaires, including the Impact of Event Scale-Revised-Korean version (IES-R-K), the Korean version of the Beck Anxiety Inventory (K-BAI), and the Korean version of the Beck Depression Inventory (K-BDI), were administered. Demographic characteristics, causes and clinical features of anaphylaxis, and serum inflammatory markers, including tryptase, platelet-activating factor, interleukin-6, tumor necrosis factor-α, and C-reactive protein, were evaluated. Results PTSD (IES-R-K ≥ 25) was noted in 84 (41.4%) patients with anaphylaxis. Of them, 56.0% had severe PTSD (IES-R-K ≥ 40). Additionally, 23.2% and 28.1% of the patients had anxiety (K-BAI ≥ 22) and depression (K-BDI ≥ 17), respectively. IES-R-K was significantly correlated with both K-BAI (r = 0.609, P < 0.0001) and K-BDI (r = 0.550, P < 0.0001). Among the inflammatory mediators, tryptase levels were lower in patients exhibiting PTSD; meanwhile, platelet-activating factor levels were lower in patients exhibiting anxiety and depression while recovering from anaphylaxis. In multivariate analysis, K-BAI and K-BDI were identified as major predictive variables of PTSD in patients with anaphylaxis. Conclusions In patients with anaphylaxis, we found a remarkably high prevalence of PTSD and associated psychological distresses, including anxiety and depression. Physicians ought to be aware of the potential for psychological distress in anaphylactic patients and to consider psychological evaluation.
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Affiliation(s)
- Youngsoo Lee
- Department of Allergy and Clinical Immunology, Ajou University School of Medicine, Suwon, Korea
| | - Hyoung Yoon Chang
- Department of Psychiatry and Behavioral Sciences, Ajou University School of Medicine, Suwon, Korea
| | - Sang Ha Kim
- Department of Internal Medicine, Wonju Severance Christian Hospital, Wonju, Korea
| | - Min Suk Yang
- Department of Internal Medicine, SMG-SNU Boramae Medical Center, Seoul, Korea
| | - Young Il Koh
- Division of Allergy, Asthma, and Clinical Immunology, Chonnam National University Medical School, Gwangju, Korea
| | - Hye Ryun Kang
- Division of Allergy and Clinical Immunology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Hee Choi
- Division of Pulmonary, Allergy, and Critical Care Medicine, Hallym University Dongtan Sacred Heart Hospital, Hwaseong, Korea
| | - Cheol Woo Kim
- Department of Internal Medicine, Inha University School of Medicine, Incheon, Korea
| | - Hye Kyung Park
- Department of Internal Medicine, Pusan National University School of Medicine, Busan, Korea
| | - Joo Hee Kim
- Division of Pulmonary, Allergy, and Critical Care Medicine, Hallym University Sacred Heart Hospital, Anyang, Korea
| | - Young Hee Nam
- Department of Internal Medicine, Dong-A University College of Medicine, Busan, Korea
| | - Tae Bum Kim
- Department of Allergy and Clinical Immunology, Asan Medical Center, Seoul, Korea
| | - Gyu Young Hur
- Department of Internal Medicine, Korea University Guro Hospital, Seoul, Korea
| | - Jae Woo Jung
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Kyung Hee Park
- Division of Allergy and Immunology, Yonsei University College of Medicine, Seoul, Korea
| | - Mi Ae Kim
- Division of Pulmonary, Allergy and Critical Care Medicine, CHA University, Seongnam, Korea
| | - Jiwoong Kim
- Clinical Trial Center, Ajou University Hospital, Suwon, Korea
| | - Jiwon Yoon
- Clinical Trial Center, Ajou University Hospital, Suwon, Korea
| | - Young Min Ye
- Department of Allergy and Clinical Immunology, Ajou University School of Medicine, Suwon, Korea.
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171
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Conrad D, Wilker S, Schneider A, Karabatsiakis A, Pfeiffer A, Kolassa S, Freytag V, Vukojevic V, Vogler C, Milnik A, Papassotiropoulos A, J.‐F. de Quervain D, Elbert T, Kolassa I. Integrated genetic, epigenetic, and gene set enrichment analyses identify NOTCH as a potential mediator for PTSD risk after trauma: Results from two independent African cohorts. Psychophysiology 2020; 57:e13288. [PMID: 30328613 PMCID: PMC7379258 DOI: 10.1111/psyp.13288] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2018] [Revised: 08/14/2018] [Accepted: 08/17/2018] [Indexed: 12/17/2022]
Abstract
The risk of developing posttraumatic stress disorder (PTSD) increases with the number of traumatic event types experienced (trauma load) in interaction with other psychobiological risk factors. The NOTCH (neurogenic locus notch homolog proteins) signaling pathway, consisting of four different trans-membrane receptor proteins (NOTCH1-4), constitutes an evolutionarily well-conserved intercellular communication pathway (involved, e.g., in cell-cell interaction, inflammatory signaling, and learning processes). Its association with fear memory consolidation makes it an interesting candidate for PTSD research. We tested for significant associations of common genetic variants of NOTCH1-4 (investigated by microarray) and genomic methylation of saliva-derived DNA with lifetime PTSD risk in independent cohorts from Northern Uganda (N1 = 924) and Rwanda (N2 = 371), and investigated whether NOTCH-related gene sets were enriched for associations with lifetime PTSD risk. We found associations of lifetime PTSD risk with single nucleotide polymorphism (SNP) rs2074621 (NOTCH3) (puncorrected = 0.04) in both cohorts, and with methylation of CpG site cg17519949 (NOTCH3) (puncorrected = 0.05) in Rwandans. Yet, none of the (epi-)genetic associations survived multiple testing correction. Gene set enrichment analyses revealed enrichment for associations of two NOTCH pathways with lifetime PTSD risk in Ugandans: NOTCH binding (pcorrected = 0.003) and NOTCH receptor processing (pcorrected = 0.01). The environmental factor trauma load was significant in all analyses (all p < 0.001). Our integrated methodological approach suggests NOTCH as a possible mediator of PTSD risk after trauma. The results require replication, and the precise underlying pathophysiological mechanisms should be illuminated in future studies.
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Affiliation(s)
- Daniela Conrad
- Clinical Psychology and NeuropsychologyUniversity of KonstanzKonstanzGermany
- Clinical & Biological Psychology, Institute of Psychology and EducationUlm UniversityUlmGermany
| | - Sarah Wilker
- Clinical & Biological Psychology, Institute of Psychology and EducationUlm UniversityUlmGermany
| | - Anna Schneider
- Clinical & Biological Psychology, Institute of Psychology and EducationUlm UniversityUlmGermany
| | - Alexander Karabatsiakis
- Clinical & Biological Psychology, Institute of Psychology and EducationUlm UniversityUlmGermany
| | - Anett Pfeiffer
- Clinical Psychology and NeuropsychologyUniversity of KonstanzKonstanzGermany
| | | | - Virginie Freytag
- Division of Molecular NeuroscienceUniversity of BaselBaselSwitzerland
- Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
| | - Vanja Vukojevic
- Division of Molecular NeuroscienceUniversity of BaselBaselSwitzerland
- Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
- Department Biozentrum, Life Sciences Training FacilityUniversity of BaselBaselSwitzerland
- Psychiatric University ClinicsUniversity of BaselBaselSwitzerland
| | - Christian Vogler
- Division of Molecular NeuroscienceUniversity of BaselBaselSwitzerland
- Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
- Psychiatric University ClinicsUniversity of BaselBaselSwitzerland
| | - Annette Milnik
- Division of Molecular NeuroscienceUniversity of BaselBaselSwitzerland
- Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
- Psychiatric University ClinicsUniversity of BaselBaselSwitzerland
| | - Andreas Papassotiropoulos
- Division of Molecular NeuroscienceUniversity of BaselBaselSwitzerland
- Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
- Department Biozentrum, Life Sciences Training FacilityUniversity of BaselBaselSwitzerland
- Psychiatric University ClinicsUniversity of BaselBaselSwitzerland
| | - Dominique J.‐F. de Quervain
- Transfaculty Research Platform Molecular and Cognitive NeurosciencesUniversity of BaselBaselSwitzerland
- Psychiatric University ClinicsUniversity of BaselBaselSwitzerland
- Division of Cognitive NeuroscienceUniversity of BaselBaselSwitzerland
| | - Thomas Elbert
- Clinical Psychology and NeuropsychologyUniversity of KonstanzKonstanzGermany
| | - Iris‐Tatjana Kolassa
- Clinical & Biological Psychology, Institute of Psychology and EducationUlm UniversityUlmGermany
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172
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Nasir M, Trujillo D, Levine J, Dwyer JB, Rupp ZW, Bloch MH. Glutamate Systems in DSM-5 Anxiety Disorders: Their Role and a Review of Glutamate and GABA Psychopharmacology. Front Psychiatry 2020; 11:548505. [PMID: 33329087 PMCID: PMC7710541 DOI: 10.3389/fpsyt.2020.548505] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 10/12/2020] [Indexed: 12/14/2022] Open
Abstract
Serotonin reuptake inhibitors and benzodiazepines are evidence-based pharmacological treatments for Anxiety Disorders targeting serotonin and GABAergic systems, respectively. Although clearly effective, these medications fail to improve anxiety symptoms in a significant proportion of patients. New insights into the glutamate system have directed attention toward drugs that modulate glutamate as potential alternative treatments for anxiety disorders. Here we summarize the current understanding of the potential role of glutamate neurotransmission in anxiety disorders and highlight specific glutamate receptors that are potential targets for novel anxiety disorder treatments. We also review clinical trials of medications targeting the glutamate system in DSM-5 anxiety disorders. Understanding the role of the glutamate system in the pathophysiology of anxiety disorder may aid in developing novel pharmacological agents that are effective in treating anxiety disorders.
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Affiliation(s)
- Madeeha Nasir
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, United States
| | - Daniel Trujillo
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, United States
| | - Jessica Levine
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, United States
| | - Jennifer B Dwyer
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, United States.,Yale Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, United States
| | - Zachary W Rupp
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, United States.,Frank H. Netter School of Medicine, Quinnipiac University, North Haven, CT, United States
| | - Michael H Bloch
- Yale Child Study Center, Yale University School of Medicine, New Haven, CT, United States.,Yale Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States
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173
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MEDICAL, PSYCHOLOGICAL AND LEGAL ASPECTS TO SUBSTANTIATE THE CONCEPT OF REHABILITATION FOR MILITARY PERSONNEL – PARTICIPANTS OF THE ANTI-TERRORIST OPERATION. WORLD OF MEDICINE AND BIOLOGY 2020. [DOI: 10.26724/2079-8334-2020-1-71-154-158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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174
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Downs BW, Blum K, Bagchi D, Kushner S, Bagchi M, Galvin JM, Lewis M, Siwicki D, Brewer R, Boyett B, Baron D, Giordano J, Badgaiyan RD. Molecular neuro-biological and systemic health benefits of achieving dopamine homeostasis in the face of a catastrophic pandemic (COVID- 19): A mechanistic exploration. ACTA ACUST UNITED AC 2020; 7. [PMID: 32934824 DOI: 10.15761/jsin.1000228] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
In the face of the global pandemic of COVID 19, approaching 1.75 Million infected worldwide (4/12/2020) and associated mortality (over 108, 000 as of 4/12/2020) as well-as other catastrophic events including the opioid crisis, a focus on brain health seems prudent [1] (https://www.coronavirus.gov). This manuscript reports on the systemic benefits of restoring and achieving dopamine homeostasis to reverse and normalize thoughts and behaviors of Reward Deficiency Syndrome (RDS) dysfunctional conditions and their effects on behavioral physiology; function of reward genes; and focuses on digestive, immune, eye health, and the constellation of symptomatic behaviors. The role of nutrigenomic interventions on restoring normal brain functions and its benefits on these systems will be discussed. We demonstrate that modulation of dopamine homeostasis using nutrigenomic dopamine agonists, instead of pharmaceutical interventions, is achievable. The allied interlinking with diverse chronic diseases and disorders, roles of free radicals and incidence of anaerobic events have been extensively highlighted. In conjunction, the role of dopamine in aspects of sleep, rapid eye movement and waking are extensively discussed. The integral aspects of food indulgence, the influence of taste sensations, and gut-brain signaling are also discussed along with a special emphasis on ocular health. The detailed mechanistic insight of dopamine, immune competence and the allied aspects of autoimmune disorders are also highlighted. Finally, the integration of dopamine homeostasis utilizing a patented gene test and a research-validated nutrigenomic intervention are presented. Overall, a cutting-edge nutrigenomic intervention could prove to be a technological paradigm shift in our understanding of the extent to which achieving dopamine homeostasis will benefit overall health.
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Affiliation(s)
- B W Downs
- Department of Nutrigenomics Research, Victory Nutrition International, Inc., Lederach, PA, USA
| | - K Blum
- Department of Nutrigenomics Research, Victory Nutrition International, Inc., Lederach, PA, USA.,Western University, Health Sciences, Graduate School of Biomedical Sciences, Pomona, CA, USA.,Division of Neuroscience and Addiction Research, Pathway Healthcare, Birmingham, AL, USA.,Eotvos Loránd University, Institute of Psychology, Budapest, Hungary.,Department of Psychiatry, Wright State University Boonshoft School of Medicine and Dayton VA Medical Center, Dayton, OH, USA.,Division of Precision Nutrition, GARS IP., LLC, Hollywood Fl., USA, & Geneus Health, LLC., San Antonio, TX, USA
| | - D Bagchi
- Department of Nutrigenomics Research, Victory Nutrition International, Inc., Lederach, PA, USA.,Department of Pharmacological & Pharmaceutical Sciences, University of Houston College of Pharmacy, Houston, TX, USA
| | - S Kushner
- ALM Research & Development, Oldsmar, FL, USA
| | | | - J M Galvin
- Vitality Medical Wellness Institute, PLLC, Charlotte, NC, USA
| | - McG Lewis
- Departments of Anatomy & Psychiatry, Howard University, School of Medicine, Washington, D., USA
| | - D Siwicki
- Division of Precision Nutrition, GARS IP., LLC, Hollywood Fl., USA, & Geneus Health, LLC., San Antonio, TX, USA
| | - R Brewer
- Division of Precision Nutrition, GARS IP., LLC, Hollywood Fl., USA, & Geneus Health, LLC., San Antonio, TX, USA
| | - B Boyett
- Division of Neuroscience and Addiction Research, Pathway Healthcare, Birmingham, AL, USA
| | - D Baron
- Western University, Health Sciences, Graduate School of Biomedical Sciences, Pomona, CA, USA
| | - J Giordano
- National Institute of Holistic and Addiction Studies, Davie, FL, USA
| | - R D Badgaiyan
- Department of Psychiatry, ICHAN School of Medicine, Mount Sinai, New York, NYC. & Department of Psychiatry, South Texas Veteran Health Care System, Audie L. Murphy Memorial VA Hospital, San Antonio, TX, Long School of Medicine, University of Texas Medical Center, San Antonio, TX, USA
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175
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Correlation between Preoperative Anxiety and ABO Blood Types: Evidence from a Clinical Cross-Sectional Study. DISEASE MARKERS 2019; 2019:1761693. [PMID: 31871497 PMCID: PMC6913271 DOI: 10.1155/2019/1761693] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 09/27/2019] [Indexed: 01/28/2023]
Abstract
Gene-environment interaction is identified as the determinant in anxiety. ABO blood types represent a part of the genetic phenotype. Therefore, we assume ABO blood types correlate with preoperative anxiety. This cross-sectional study enrolled 352 patients with different ABO blood types, scheduled for elective surgery between 2018 and 2019 in the First Affiliated Hospital of Shihezi University. HADS (hospital anxiety and depression scale) scores and VA (visual analogue scales for anxiety) scores were all used to assess the preoperative anxiety in the A, B, AB, and O groups. Bivariate correlation and logistic regression were performed to identify relationships between preoperative anxiety and related variables. A significant difference in VA and HADS-A (anxiety) scores was found between the AB and other groups. The ratio of preoperative anxiety was 3.73 (95% CI [confidence interval]: 2.32-6.00, P < 0.001) times in female than in male; 0.36 (95% CI: 0.21-0.63, P < 0.001) times in ASA (American Society of Anesthesiologists) grade II than in grade I; 0.41 (95% CI: 0.20-0.86, P < 0.05) times in ASA grade III than in grade I; 1.25 (95% CI: 1.1-1.41, P < 0.001) times in higher VAS (visual analogue scales for pain) scores than in lower VAS scores; and 0.28 (95% CI: 0.16-0.49, P < 0.01) times in non-AB blood type than in AB blood type. Differences in ABO blood types were found in preoperative anxiety, and the AB group displayed a high preoperative anxiety level. ABO blood types, sex, ASA grade, and VAS were associated with preoperative anxiety. This trial is registered with ChiCTR1800019390.
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176
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Howie H, Rijal CM, Ressler KJ. A review of epigenetic contributions
to post-traumatic stress disorder
. DIALOGUES IN CLINICAL NEUROSCIENCE 2019; 21:417-428. [PMID: 31949409 PMCID: PMC6952751 DOI: 10.31887/dcns.2019.21.4/kressler] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Post-traumatic stress disorder (PTSD) is a syndrome which serves as a classic example of psychiatric disorders that result from the intersection of nature and nurture, or gene and environment. By definition, PTSD requires the experience of a traumatic exposure, and yet data suggest that the risk for PTSD in the aftermath of trauma also has a heritable (genetic) component. Thus, PTSD appears to require both a biological (genetic) predisposition that differentially alters how the individual responds to or recovers from trauma exposure. Epigenetics is defined as the study of changes in organisms caused by modification of gene expression rather than alteration of the genetic code itself, and more recently it has come to refer to direct alteration of DNA regulation, but without altering the primary sequence of DNA, or the genetic code. With regards to PTSD, epigenetics provides one way for environmental exposure to be "written" upon the genome, as a direct result of gene and environment (trauma) interactions. This review provides an overview of the main currently understood types of epigenetic regulation, including DNA methylation, histone regulation of chromatin, and noncoding RNA regulation of gene expression. Furthermore, we examine recent literature related to how these methods of epigenetic regulation may be involved in differential risk and resilience for PTSD in the aftermath of trauma.
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Affiliation(s)
- Hunter Howie
- Aartners Healthcare, Boston, Massachusetts, US; McLean Hospital, Belmont, Massachusetts, US
| | - Chuda M Rijal
- Partners Healthcare, Boston, Massachusetts, US; McLean Hospital, Belmont, Massachusetts, US
| | - Kerry J Ressler
- Partners Healthcare, Boston, Massachusetts, US; McLean Hospital, Belmont, Massachusetts, US; Harvard Medical School, Boston, Massachusetts, US
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177
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Navarro-Mateu F, Escámez T, Quesada MP, Alcaráz MJ, Vilagut G, Salmerón D, Huerta JM, Chirlaque MD, Navarro C, Kessler RC, Alonso J, Martínez S. Modification of the risk of post-traumatic stress disorder (PTSD) by the 5-HTTLPR polymorphisms after Lorca's earthquakes (Murcia, Spain). Psychiatry Res 2019; 282:112640. [PMID: 31727442 PMCID: PMC7436333 DOI: 10.1016/j.psychres.2019.112640] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Revised: 10/13/2019] [Accepted: 10/24/2019] [Indexed: 11/26/2022]
Abstract
Information of the modulation effect of the serotonin transporter gene-linked polymorphic region (5-HTTLPR) on post-traumatic stress disorder (PTSD) after earthquakes is scarce and contradictory. A cross-sectional face-to-face interview survey of a representative sample of the adults was carried out after the Lorca (Spain) earthquakes (May 11, 2011). Socio-demographic variables, DSM-IV diagnostic assessment and earthquake-related stressors were obtained from the Composite International Diagnostic Interview (CIDI). The triallelic and biallelic classification of the 5-HTTLPR polymorphism were genotyped from buccal swabs. Multivariate logistic regression models were used to predict PTSD, including interaction terms to explore gene-environment (G x E) interactions. The vast majority (83%, n = 341) of the Lorca survey respondents (n = 412, 71% response rate) were genotyped. Both classifications of the 5-HTTLPR genotype were in Hardy-Weinberg equilibrium. Prior lifetime PTSD was the only variable that remained a significant predictor after adjustments. There were no significant main effects of earthquake related stressors or 5-HTTLPR. However, G x E interactions of 5-HTTLPR with high emotional impact and prior lifetime anxiety disorders were statistically significant. These results provide new evidence of the modulation effect of the 5-HTTLPR polymorphisms on PTSD risk. This information might characterize people at higher risk of developing PTSD after an earthquake exposure.
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Affiliation(s)
- Fernando Navarro-Mateu
- Unidad de Docencia, Investigación y Formación en Salud Mental (UDIF-SM). Servicio Murciano de Salud. Murcia, Spain; Departamento de Psicología Básica y Metodología, Universidad de Murcia. Murcia, Spain; CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain; IMIB-Arrixaca. Murcia, Spain.
| | - Teresa Escámez
- IMIB-Arrixaca. Murcia, Spain.,BIOBANC-MUR. IMIB Arrixaca. Murcia, Spain.,Spanish Biobaks Platform, ISCIII. Madrid, Spain
| | | | - Mª José Alcaráz
- Fundación para la Formación e Investigación Sanitarias (FFIS) de la Región de Murcia. Murcia, Spain
| | - Gemma Vilagut
- CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain.,IM-Institut Hospital del Mar dÍnvestigacions Médiques. Barcelona, Spain
| | - Diego Salmerón
- CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain.,IMIB-Arrixaca. Murcia, Spain.,Departamento de Ciencias Sociosanitarias. Universidad de Murcia. Murcia, Spain
| | - José Mª Huerta
- CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain.,IMIB-Arrixaca. Murcia, Spain.,Department of Epidemiology, Murcia Health Council, Murcia, Spain
| | - M. Dolores Chirlaque
- CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain.,IMIB-Arrixaca. Murcia, Spain.,Departamento de Ciencias Sociosanitarias. Universidad de Murcia. Murcia, Spain.,Department of Epidemiology, Murcia Health Council, Murcia, Spain
| | - Carmen Navarro
- CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain.,IMIB-Arrixaca. Murcia, Spain.,Departamento de Ciencias Sociosanitarias. Universidad de Murcia. Murcia, Spain.,Department of Epidemiology, Murcia Health Council, Murcia, Spain
| | - Ronald C. Kessler
- Department of Health Care Policy. Harvard Medical School. Boston, USA
| | - Jordi Alonso
- CIBER in Epidemiology & Public Health (CIBERESP). Madrid, Spain.,IM-Institut Hospital del Mar dÍnvestigacions Médiques. Barcelona, Spain.,Departamento de Salud y Ciencias Experimentales, Universidad Pompeu Fabra, Barcelona, Spain
| | - Salvador Martínez
- Instituto de Neurociencias UMH-CSIC. Alicante, Spain.,CIBER in Mental Health (CIBERSAM). Madrid, Spain
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178
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Besnard A, Langberg T, Levinson S, Chu D, Vicidomini C, Scobie KN, Dwork AJ, Arango V, Rosoklija GB, Mann JJ, Hen R, Leonardo ED, Boldrini M, Sahay A. Targeting Kruppel-like Factor 9 in Excitatory Neurons Protects against Chronic Stress-Induced Impairments in Dendritic Spines and Fear Responses. Cell Rep 2019; 23:3183-3196. [PMID: 29898391 PMCID: PMC7453932 DOI: 10.1016/j.celrep.2018.05.040] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2017] [Revised: 04/09/2018] [Accepted: 05/14/2018] [Indexed: 11/01/2022] Open
Abstract
Stress exposure is associated with the pathogenesis of psychiatric disorders, including post-traumatic stress disorder (PTSD) and major depressive disorder (MDD). Here, we show in rodents that chronic stress exposure rapidly and transiently elevates hippocampal expression of Kruppel-like factor 9 (Klf9). Inducible genetic silencing of Klf9 expression in excitatory forebrain neurons in adulthood prior to, but not after, onset of stressor prevented chronic restraint stress (CRS)-induced potentiation of contextual fear acquisition in female mice and chronic corticosterone (CORT) exposure-induced fear generalization in male mice. Klf9 silencing prevented chronic CORT and CRS induced enlargement of dendritic spines in the ventral hippocampus of male and female mice, respectively. KLF9 mRNA density was increased in the anterior dentate gyrus of women, but not men, with more severe recent stressful life events and increased mortality. Thus, Klf9 functions as a stress-responsive transcription factor that mediates circuit and behavioral resilience in a sex-specific manner.
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Affiliation(s)
- Antoine Besnard
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - Tomer Langberg
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - Sally Levinson
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - Duong Chu
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - Cinzia Vicidomini
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA
| | - Kimberly N Scobie
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA
| | - Andrew J Dwork
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA; Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032, USA; Divisions of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY 10032, USA; Macedonian Academy of Sciences & Arts, Skopje 1000, Republic of Macedonia
| | - Victoria Arango
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA; Divisions of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY 10032, USA
| | - Gorazd B Rosoklija
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA; Divisions of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY 10032, USA; Macedonian Academy of Sciences & Arts, Skopje 1000, Republic of Macedonia
| | - J John Mann
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA; Divisions of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY 10032, USA
| | - René Hen
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA; Department of Neuroscience, Columbia University Medical Center, New York, NY 10032, USA; Department of Pharmacology, Columbia University Medical Center, New York, NY 10032, USA; Division of Integrative Neuroscience, New York State Psychiatric Institute, New York, NY 10032, USA
| | - E David Leonardo
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA
| | - Maura Boldrini
- Department of Psychiatry, Columbia University Medical Center, New York, NY 10032, USA; Divisions of Molecular Imaging and Neuropathology, New York State Psychiatric Institute, New York, NY 10032, USA
| | - Amar Sahay
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114 USA; BROAD Institute of Harvard and MIT, Cambridge, MA 02142, USA.
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179
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Du K, Lu W, Sun Y, Feng J, Wang JH. mRNA and miRNA profiles in the nucleus accumbens are related to fear memory and anxiety induced by physical or psychological stress. J Psychiatr Res 2019; 118:44-65. [PMID: 31493709 DOI: 10.1016/j.jpsychires.2019.08.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 08/07/2019] [Accepted: 08/26/2019] [Indexed: 01/21/2023]
Abstract
Anxiety is presumably driven by fear memory. The nucleus accumbens involves emotional regulation. Molecular profiles in the nucleus accumbens related to stress-induced fear memory remain elucidated. Fear memory in mice was induced by a paradigm of social defeat. Physical and psychological stress was delivered to an intruder that was attacked by an aggressive resident. Meanwhile, an observer experienced psychological stress by seeing aggressor attacks. The nucleus accumbens tissues from intruder and observer mice that appear fear memory and anxiety as well as control mice were harvested for analyses of mRNA and miRNA profiles by high throughput sequencing. In the nucleus accumbens of intruders and observers with fear memory and anxiety, genes encoding AdrRα, AChRM2/3, GluRM2/8, HrR1, SSR, BDNF and AC are upregulated, while genes encoding DR3/5, PR2, GPγ8 and P450 are downregulated. Physical and/or psychological stress leads to fear memory and anxiety likely by molecules relevant to certain synapses. Moreover, there are differential expressions in genes that encode GABARA, 5-HTR1/5, CREB3, AChRM2, RyR, Wnt and GPγ13 in the nucleus accumbens from intruders versus observers. GABAergic, serotonergic and cholinergic synapses as well as calcium, Wnt and CREB signaling molecules may be involved in fear memory differently induced by psychological stress and physical/psychological stress. The data from analyzing mRNA and miRNA profiles are consistent. Some molecules are validated by qRT-PCR and dual luciferase reporter assay. Fear memory and anxiety induced by the mixture of physical and psychological stress or psychological stress appear influenced by complicated molecular mechanisms in the nucleus accumbens.
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Affiliation(s)
- Kaixin Du
- Qingdao University, School of Pharmacy, Qingdao, Shandong, 266021, China
| | - Wei Lu
- Qingdao University, School of Pharmacy, Qingdao, Shandong, 266021, China.
| | - Yan Sun
- Qingdao University, School of Pharmacy, Qingdao, Shandong, 266021, China
| | - Jing Feng
- Qingdao University, School of Pharmacy, Qingdao, Shandong, 266021, China
| | - Jin-Hui Wang
- Qingdao University, School of Pharmacy, Qingdao, Shandong, 266021, China; University of Chinese Academy of Sciences, Beijing, 100049, China; Institute of Biophysics, Chinese Academy of Sciences, Beijing, 100101, China.
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180
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Gonzalez‐Lopez E, Vrana KE. Dopamine beta‐hydroxylase and its genetic variants in human health and disease. J Neurochem 2019; 152:157-181. [DOI: 10.1111/jnc.14893] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 09/18/2019] [Accepted: 09/26/2019] [Indexed: 12/12/2022]
Affiliation(s)
| | - Kent E. Vrana
- Department of Pharmacology Penn State College of Medicine Hershey PA USA
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181
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Cannizzaro E, Ramaci T, Cirrincione L, Plescia F. Work-Related Stress, Physio-Pathological Mechanisms, and the Influence of Environmental Genetic Factors. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E4031. [PMID: 31640269 PMCID: PMC6843930 DOI: 10.3390/ijerph16204031] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 10/18/2019] [Accepted: 10/19/2019] [Indexed: 12/16/2022]
Abstract
Work-related stress is a growing health problem in modern society. The stress response is characterized by numerous neurochemicals, neuroendocrine and immune modifications that involve various neurological systems and circuits, and regulation of the gene expression of the different receptors. In this regard, a lot of research has focused the attention on the role played by the environment in influencing gene expression, which in turn can control the stress response. In particular, genetic factors can moderate the sensitivities of specific types of neural cells or circuits mediating the imprinting of the environment on different biological systems. In this current review, we wish to analyze systematic reviews and recent experimental research on the physio-pathological mechanisms that underline stress-related responses. In particular, we analyze the relationship between genetic and epigenetic factors in the stress response.
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Affiliation(s)
- Emanuele Cannizzaro
- Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities "Giuseppe D'Alessandro", University of Palermo, via del Vespro 133, 90127 Palermo, Italy.
| | - Tiziana Ramaci
- Faculty of Human and Social Sciences, Kore University of Enna, 94100 Enna, Italy.
| | - Luigi Cirrincione
- Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities "Giuseppe D'Alessandro", University of Palermo, via del Vespro 133, 90127 Palermo, Italy.
| | - Fulvio Plescia
- Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities "Giuseppe D'Alessandro", University of Palermo, via del Vespro 133, 90127 Palermo, Italy.
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182
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Bertolini F, Robertson L, Ostuzzi G, Meader N, Bisson JI, Churchill R, Barbui C. Early pharmacological interventions for preventing post-traumatic stress disorder (PTSD): a network meta-analysis. Hippokratia 2019. [DOI: 10.1002/14651858.cd013443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Federico Bertolini
- University of Verona; Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry; Verona Italy
| | - Lindsay Robertson
- University of York; Cochrane Common Mental Disorders; Heslington York UK YO10 5DD
- University of York; Centre for Reviews and Dissemination; York UK
| | - Giovanni Ostuzzi
- University of Verona; Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry; Verona Italy
| | - Nicholas Meader
- University of York; Cochrane Common Mental Disorders; Heslington York UK YO10 5DD
- University of York; Centre for Reviews and Dissemination; York UK
| | - Jonathan I Bisson
- Cardiff University School of Medicine; Division of Psychological Medicine and Clinical Neurosciences; Hadyn Ellis Building Maindy Road Cardiff UK CF24 4HQ
| | - Rachel Churchill
- University of York; Cochrane Common Mental Disorders; Heslington York UK YO10 5DD
- University of York; Centre for Reviews and Dissemination; York UK
| | - Corrado Barbui
- University of Verona; Department of Neurosciences, Biomedicine and Movement Sciences, Section of Psychiatry; Verona Italy
- University of Verona; Cochrane Global Mental Health; Verona Italy
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183
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Simonović M, Milenković T, Simić N, Nedović B. DIFFERENT CLINICAL PRESENTATIONS OF RECURRENT EPISODE OF MAJOR DEPRESSIVE DISORDER WITH OR WITHOUT POSTTRAUMATIC STRESS DISORDER. ACTA MEDICA MEDIANAE 2019. [DOI: 10.5633/amm.2019.0309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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184
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Sartori SB, Singewald N. Novel pharmacological targets in drug development for the treatment of anxiety and anxiety-related disorders. Pharmacol Ther 2019; 204:107402. [PMID: 31470029 DOI: 10.1016/j.pharmthera.2019.107402] [Citation(s) in RCA: 104] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/19/2019] [Indexed: 12/24/2022]
Abstract
Current medication for anxiety disorders is suboptimal in terms of efficiency and tolerability, highlighting the need for improved drug treatments. In this review an overview of drugs being studied in different phases of clinical trials for their potential in the treatment of fear-, anxiety- and trauma-related disorders is presented. One strategy followed in drug development is refining and improving compounds interacting with existing anxiolytic drug targets, such as serotonergic and prototypical GABAergic benzodiazepines. A more innovative approach involves the search for compounds with novel mechanisms of anxiolytic action using the growing knowledge base concerning the relevant neurocircuitries and neurobiological mechanisms underlying pathological fear and anxiety. The target systems evaluated in clinical trials include glutamate, endocannabinoid and neuropeptide systems, as well as ion channels and targets derived from phytochemicals. Examples of promising novel candidates currently in clinical development for generalised anxiety disorder, social anxiety disorder, panic disorder, obsessive compulsive disorder or post-traumatic stress disorder include ketamine, riluzole, xenon with one common pharmacological action of modulation of glutamatergic neurotransmission, as well as the neurosteroid aloradine. Finally, compounds such as D-cycloserine, MDMA, L-DOPA and cannabinoids have shown efficacy in enhancing fear-extinction learning in humans. They are thus investigated in clinical trials as an augmentative strategy for speeding up and enhancing the long-term effectiveness of exposure-based psychotherapy, which could render chronic anxiolytic drug treatment dispensable for many patients. These efforts are indicative of a rekindled interest and renewed optimism in the anxiety drug discovery field, after decades of relative stagnation.
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Affiliation(s)
- Simone B Sartori
- Institute of Pharmacy, Department of Pharmacology and Toxicology, Center for Molecular Biosciences Innsbruck (CMBI), Leopold Franzens University Innsbruck, Innsbruck, Austria
| | - Nicolas Singewald
- Institute of Pharmacy, Department of Pharmacology and Toxicology, Center for Molecular Biosciences Innsbruck (CMBI), Leopold Franzens University Innsbruck, Innsbruck, Austria.
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185
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Abstract
PURPOSE OF REVIEW This article provides a synopsis of the current understanding of the pathophysiology of anxiety disorders, the biological and environmental risk factors that contribute to their development and maintenance, a review of the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) diagnostic criteria, and a practical approach to the treatment of anxiety disorders in adults. RECENT FINDINGS Despite the ubiquity of anxiety, the evidence is that most individuals with an anxiety disorder are not identified and do not receive guideline-level care. In part, this may be because of the manifold clinical presentations of anxiety disorders and clinicians' lack of confidence in accurately diagnosing and treating these conditions, especially in nonpsychiatric settings. Anxiety disorders represent the complex interplay between biological, psychological, temperamental, and environmental factors. Converging lines of evidence point to dysfunction in regulating activity in the "threat circuit" in the brain as a putative common pathophysiology underlying anxiety disorders. Evidence-based treatments for anxiety disorders, such as cognitive-behavioral therapy and antidepressant medications, have been shown to regulate activity in this circuit, which consists of reciprocal connections between the dorsomedial prefrontal cortex, insula, and amygdala. SUMMARY Anxiety disorders are the most common class of emotional disorders and a leading cause of disability worldwide. A variety of effective treatment strategies are available, which may exert their therapeutic benefits from top-down or bottom-up modulation of the dysfunctional brain activity associated with anxiety disorders.
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186
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Halldorsdottir T, Piechaczek C, Soares de Matos AP, Czamara D, Pehl V, Wagenbuechler P, Feldmann L, Quickenstedt-Reinhardt P, Allgaier AK, Freisleder FJ, Greimel E, Kvist T, Lahti J, Räikkönen K, Rex-Haffner M, Arnarson EÖ, Craighead WE, Schulte-Körne G, Binder EB. Polygenic Risk: Predicting Depression Outcomes in Clinical and Epidemiological Cohorts of Youths. Am J Psychiatry 2019; 176:615-625. [PMID: 30947532 DOI: 10.1176/appi.ajp.2019.18091014] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Identifying risk factors for major depression and depressive symptoms in youths could have important implications for prevention efforts. This study examined the association of polygenic risk scores (PRSs) for a broad depression phenotype derived from a large-scale genome-wide association study (GWAS) in adults, and its interaction with childhood abuse, with clinically relevant depression outcomes in clinical and epidemiological youth cohorts. METHODS The clinical cohort comprised 279 youths with major depression (mean age=14.76 years [SD=2.00], 68% female) and 187 healthy control subjects (mean age=14.67 years [SD=2.45], 63% female). The first epidemiological cohort included 1,450 youths (mean age=13.99 years [SD=0.92], 63% female). Of those, 694 who were not clinically depressed at baseline underwent follow-ups at 6, 12, and 24 months. The replication epidemiological cohort comprised children assessed at ages 8 (N=184; 49.2% female) and 11 (N=317; 46.7% female) years. All cohorts were genome-wide genotyped and completed measures for major depression, depressive symptoms, and/or childhood abuse. Summary statistics from the largest GWAS to date on depression were used to calculate the depression PRS. RESULTS In the clinical cohort, the depression PRS predicted case-control status (odds ratio=1.560, 95% CI=1.230-1.980), depression severity (β=0.177, SE=0.069), and age at onset (β=-0.375, SE=0.160). In the first epidemiological cohort, the depression PRS predicted baseline depressive symptoms (β=0.557, SE=0.200) and prospectively predicted onset of moderate to severe depressive symptoms (hazard ratio=1.202, 95% CI=1.045-1.383). The associations with depressive symptoms were replicated in the second epidemiological cohort. Evidence was found for an additive, but not an interactive, effect of the depression PRS and childhood abuse on depression outcomes. CONCLUSIONS Depression PRSs derived from adults generalize to depression outcomes in youths and may serve as an early indicator of clinically significant levels of depression.
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Affiliation(s)
- Thorhildur Halldorsdottir
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Charlotte Piechaczek
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Ana Paula Soares de Matos
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Darina Czamara
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Verena Pehl
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Petra Wagenbuechler
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Lisa Feldmann
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Peggy Quickenstedt-Reinhardt
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Antje-Kathrin Allgaier
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Franz Joseph Freisleder
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Ellen Greimel
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Tuomas Kvist
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Jari Lahti
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Katri Räikkönen
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Monika Rex-Haffner
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Eiríkur Örn Arnarson
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - W Edward Craighead
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Gerd Schulte-Körne
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
| | - Elisabeth B Binder
- Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich (Halldorsdottir, Czamara, Rex-Haffner, Binder); Center of Public Health Sciences (Halldorsdottir) and Landspitali National University Hospital, School of Health Sciences, Faculty of Medicine, University of Iceland, Reykjavik (Arnarson); Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig Maximilian University, Munich (Piechaczek, Pehl, Wagenbuechler, Feldmann, Quickenstedt-Reinhardt, Allgaier, Greimel, Schulte-Körne); Faculty of Psychology and Educational Sciences, University of Coimbra, Coimbra, Portugal (Soares de Matos); Department of Psychology, Faculty of Social Sciences, University of the German Federal Armed Forces, Neubiberg, Germany (Allgaier); KBO Heckscher Hospital, Munich (Freisleder); Department of Psychology and Logopedics, University of Helsinki, Helsinki (Kvist, Lahti, Räikkönen); Department of Psychiatry and Behavioral Sciences (Craighead, Binder) and Department of Psychology (Craighead), Emory University School of Medicine, Atlanta; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (see online supplement for list of researchers)
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Sun Y, Lu W, Du K, Wang JH. microRNA and mRNA profiles in the amygdala are relevant to fear memory induced by physical or psychological stress. J Neurophysiol 2019; 122:1002-1022. [PMID: 31268807 DOI: 10.1152/jn.00215.2019] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Anxiety is presumably driven by fear memory. Molecular profiles in the amygdala of mice with fear memory induced by psychological and physical stresses remain to be elucidated. Fear memory in mice was induced by a paradigm of social defeat. Physical and psychological stresses (PPS) to an intruder were given by attacks from an aggressive resident. Psychological stress (PS) to an observer was given by the witnessing of aggressor attacks. Amygdala tissues from these mice showing fear memory and anxiety vs. tissues from control mice were harvested to analyze mRNA and microRNA profiles by high-throughput sequencing. In the amygdala of intruders and observers with fear memory, the genes encoding 5-HTR1b, 5-HTR2a, DAR2, AChRM3, and IP3R1 are upregulated, whereas genes encoding GPγ11, GPγ13, GPγT2, RasC3, and P450 are downregulated, indicating that these molecules are involved in fear memory induced by physical/psychological stresses. In the comparison of intruders with observers, the upregulation of genes encoding 5-HTR6, GPγ8, P2R7, NFκ2, CREB3/1, and Itgα9 as well as the downregulation of genes encoding DAR5, 5-HTR1a, and HSP1a are involved in fear memory induced by physical stress. The upregulation of genes encoding DAR1, 5-HTR5a and SSR2/3 as well as the downregulation of AdRα1, CREB3/1, GPγ13 and GPγ8 are involved in fear memory induced by psychological stress. Results obtained by sequencing mRNA and microRNA profiles are consistent with results of quantitative RT-PCR analysis and dual-luciferase reporter assays performed for validation. In conclusion, fear memories and anxiety induced by PPS vs. PS are caused by the imbalanced regulation of different synapses and signaling pathways in the amygdala.NEW & NOTEWORTHY The current study identifies the molecular mechanism underlying fear memory and anxiety induced by psychological stress vs. physical stress, in which the imbalanced expression of microRNA-regulated mRNAs relevant to dopaminergic, adrenergic, and serotonergic synapses in the amygdala plays an important role. This result reveals different molecular profiles for psychological and physical stresses.
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Affiliation(s)
- Yan Sun
- Qingdao University, School of Pharmacy, Qingdao Shandong, China
| | - Wei Lu
- Qingdao University, School of Pharmacy, Qingdao Shandong, China
| | - Kaixin Du
- Qingdao University, School of Pharmacy, Qingdao Shandong, China
| | - Jin-Hui Wang
- Qingdao University, School of Pharmacy, Qingdao Shandong, China.,University of Chinese Academy of Sciences, Beijing, China.,Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
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188
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Sheerin CM, Kovalchick LV, Overstreet C, Rappaport LM, Williamson V, Vladimirov V, Ruggiero KJ, Amstadter AB. Genetic and Environmental Predictors of Adolescent PTSD Symptom Trajectories Following a Natural Disaster. Brain Sci 2019; 9:E146. [PMID: 31226868 PMCID: PMC6627286 DOI: 10.3390/brainsci9060146] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 06/19/2019] [Indexed: 12/20/2022] Open
Abstract
: Genes, environmental factors, and their interplay affect posttrauma symptoms. Although environmental predictors of the longitudinal course of posttraumatic stress disorder (PTSD) symptoms are documented, there remains a need to incorporate genetic risk into these models, especially in youth who are underrepresented in genetic studies. In an epidemiologic sample tornado-exposed adolescents (n = 707, 51% female, Mage = 14.54 years), trajectories of PTSD symptoms were examined at baseline and at 4-months and 12-months following baseline. This study aimed to determine if rare genetic variation in genes previously found in the sample to be related to PTSD diagnosis at baseline (MPHOSPH9, LGALS13, SLC2A2), environmental factors (disaster severity, social support), or their interplay were associated with symptom trajectories. A series of mixed effects models were conducted. Symptoms decreased over the three time points. Elevated tornado severity was associated with elevated baseline symptoms. Elevated recreational support was associated with lower baseline symptoms and attenuated improvement over time. Greater LGLAS13 variants attenuated symptom improvement over time. An interaction between MPHOSPH9 variants and tornado severity was associated with elevated baseline symptoms, but not change over time. Findings suggest the importance of rare genetic variation and environmental factors on the longitudinal course of PTSD symptoms following natural disaster trauma exposure.
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Affiliation(s)
- Christina M Sheerin
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Laurel V Kovalchick
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Cassie Overstreet
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Lance M Rappaport
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
- Department of Psychology, University of Windsor, Windsor, ON N9B 3P4, Canada.
| | - Vernell Williamson
- Molecular Diagnostics Laboratory, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Vladimir Vladimirov
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
| | - Kenneth J Ruggiero
- Departments of Nursing and Psychiatry, Medical University of South Carolina, Charleston, SC 29425, USA.
| | - Ananda B Amstadter
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA 23298, USA.
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189
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Deslauriers J, Toth M, Zhou X, Risbrough VB. Heritable Differences in Catecholamine Signaling Modulate Susceptibility to Trauma and Response to Methylphenidate Treatment: Relevance for PTSD. Front Behav Neurosci 2019; 13:111. [PMID: 31164811 PMCID: PMC6534065 DOI: 10.3389/fnbeh.2019.00111] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 05/02/2019] [Indexed: 12/31/2022] Open
Abstract
Alterations in cortical catecholamine signaling pathways can modulate acute and enduring responses to trauma. Heritable variation in catecholamine signaling is produced by a common functional polymorphism in the catechol-O-methyltransferase (COMT), with Val carriers exhibiting greater degradation of catecholamines than Met carriers. Furthermore, it has recently been suggested that drugs enhancing cortical catecholamine signaling may be a new therapeutic approach for posttraumatic stress disorder (PTSD) patients. We hypothesized that heritable differences in catecholamine signaling regulate the behavioral response to trauma, and that methylphenidate (MPD), a drug that preferentially blocks catecholamine reuptake in the prefrontal cortex (PFC), exerts COMT-dependent effects on trauma-induced behaviors. We first examined the contribution of the functional mutation COMTval158met to modulate enduring behavioral responses to predator stress in a unique "humanized" COMTval158met mouse line. Animals were exposed to a predator (cat) for 10 min and enduring avoidance behaviors were examined in the open field, light-dark box, and "trauma-reminder" tests 1-2 weeks later. Second, we examined the efficacy of chronic methylphenidate to reverse predator stress effects and if these effects were modulated by COMTval158met genotype. Mice were exposed to predator stress and began treatment with either saline or methylphenidate (3 mg/kg/day) 1 week after stress until the end of the testing [avoidance behaviors, working memory, and social preference (SP)]. In males, predator stress and COMTval158met had an additive effect on enduring anxiety-like behavior, with Val stressed mice showing the strongest avoidance behavior after stress compared to Met carriers. No effect of COMT genotype was observed in females. Therefore methylphenidate effects were investigated only in males. Chronic methylphenidate treatment reversed the stress-induced avoidance behavior and increased social investigation independently of genotype. Methylphenidate effects on working memory, however, were genotype-dependent, decreasing working memory in non-stressed Met carriers, and improving stress-induced working memory deficit in Val carriers. These results suggest that heritable variance in catecholamine signaling modulates the avoidance response to an acute trauma. This work supports recent human findings that methylphenidate might be a therapeutic alternative for PTSD patients and suggests that methylphenidate effects on anxiety (generalized avoidance, social withdrawal) vs. cognitive (working memory) symptoms may be modulated through COMT-independent and dependent mechanisms, respectively.
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Affiliation(s)
- Jessica Deslauriers
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States.,Center of Excellence for Stress and Mental Health, Veterans Affairs Hospital, La Jolla, CA, United States
| | - Mate Toth
- Department of Behavioural Neurobiology, Institute of Experimental Medicine, Hungarian Academy of Sciences, Budapest, Hungary
| | - Xianjin Zhou
- Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
| | - Victoria B Risbrough
- Center of Excellence for Stress and Mental Health, Veterans Affairs Hospital, La Jolla, CA, United States.,Department of Psychiatry, University of California, San Diego, San Diego, CA, United States
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190
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Postolache TT, del Bosque-Plata L, Jabbour S, Vergare M, Wu R, Gragnoli C. Co-shared genetics and possible risk gene pathway partially explain the comorbidity of schizophrenia, major depressive disorder, type 2 diabetes, and metabolic syndrome. Am J Med Genet B Neuropsychiatr Genet 2019; 180:186-203. [PMID: 30729689 PMCID: PMC6492942 DOI: 10.1002/ajmg.b.32712] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 11/16/2018] [Accepted: 12/07/2018] [Indexed: 12/20/2022]
Abstract
Schizophrenia (SCZ) and major depressive disorder (MDD) in treatment-naive patients are associated with increased risk for type 2 diabetes (T2D) and metabolic syndrome (MetS). SCZ, MDD, T2D, and MetS are often comorbid and their comorbidity increases cardiovascular risk: Some risk genes are likely co-shared by them. For instance, transcription factor 7-like 2 (TCF7L2) and proteasome 26S subunit, non-ATPase 9 (PSMD9) are two genes independently reported as contributing to T2D and SCZ, and PSMD9 to MDD as well. However, there are scarce data on the shared genetic risk among SCZ, MDD, T2D, and/or MetS. Here, we briefly describe T2D, MetS, SCZ, and MDD and their genetic architecture. Next, we report separately about the comorbidity of SCZ and MDD with T2D and MetS, and their respective genetic overlap. We propose a novel hypothesis that genes of the prolactin (PRL)-pathway may be implicated in the comorbidity of these disorders. The inherited predisposition of patients with SCZ and MDD to psychoneuroendocrine dysfunction may confer increased risk of T2D and MetS. We illustrate a strategy to identify risk variants in each disorder and in their comorbid psychoneuroendocrine and mental-metabolic dysfunctions, advocating for studies of genetically homogeneous and phenotype-rich families. The results will guide future studies of the shared predisposition and molecular genetics of new homogeneous endophenotypes of SCZ, MDD, and metabolic impairment.
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Affiliation(s)
- Teodor T. Postolache
- Department of Psychiatry, Mood and Anxiety Program, University of Maryland School of Medicine, Baltimore, Maryland,Rocky Mountain Mental Illness Research Education and Clinical Center (MIRECC), Veterans Integrated Service Network (VISN) 19, Military and Veteran Microbiome: Consortium for Research and Education (MVM-CoRE), Denver, Colorado,Mental Illness Research Education and Clinical Center (MIRECC), Veterans Integrated Service Network (VISN) 5, VA Capitol Health Care Network, Baltimore, Maryland
| | - Laura del Bosque-Plata
- National Institute of Genomic Medicine, Nutrigenetics and Nutrigenomic Laboratory, Mexico City, Mexico
| | - Serge Jabbour
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolic Disease, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Michael Vergare
- Department of Psychiatry and Human Behavior, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Rongling Wu
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania,Department of Statistics, Penn State College of Medicine, Hershey, Pennsylvania
| | - Claudia Gragnoli
- Department of Medicine, Division of Endocrinology, Diabetes, and Metabolic Disease, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania,Department of Public Health Sciences, Penn State College of Medicine, Hershey, Pennsylvania,Molecular Biology Laboratory, Bios Biotech Multi-Diagnostic Health Center, Rome, Italy
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191
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Glutamatergic Signaling Along The Microbiota-Gut-Brain Axis. Int J Mol Sci 2019; 20:ijms20061482. [PMID: 30934533 PMCID: PMC6471396 DOI: 10.3390/ijms20061482] [Citation(s) in RCA: 178] [Impact Index Per Article: 35.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2019] [Revised: 03/04/2019] [Accepted: 03/21/2019] [Indexed: 12/21/2022] Open
Abstract
A complex bidirectional communication system exists between the gastrointestinal tract and the brain. Initially termed the “gut-brain axis” it is now renamed the “microbiota-gut-brain axis” considering the pivotal role of gut microbiota in maintaining local and systemic homeostasis. Different cellular and molecular pathways act along this axis and strong attention is paid to neuroactive molecules (neurotransmitters, i.e., noradrenaline, dopamine, serotonin, gamma aminobutyric acid and glutamate and metabolites, i.e., tryptophan metabolites), sustaining a possible interkingdom communication system between eukaryota and prokaryota. This review provides a description of the most up-to-date evidence on glutamate as a neurotransmitter/neuromodulator in this bidirectional communication axis. Modulation of glutamatergic receptor activity along the microbiota-gut-brain axis may influence gut (i.e., taste, visceral sensitivity and motility) and brain functions (stress response, mood and behavior) and alterations of glutamatergic transmission may participate to the pathogenesis of local and brain disorders. In this latter context, we will focus on two major gut disorders, such as irritable bowel syndrome and inflammatory bowel disease, both characterized by psychiatric co-morbidity. Research in this area opens the possibility to target glutamatergic neurotransmission, either pharmacologically or by the use of probiotics producing neuroactive molecules, as a therapeutic approach for the treatment of gastrointestinal and related psychiatric disorders.
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192
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Kahl KG, Stapel B, Frieling H. Link between depression and cardiovascular diseases due to epigenomics and proteomics: Focus on energy metabolism. Prog Neuropsychopharmacol Biol Psychiatry 2019; 89:146-157. [PMID: 30194950 DOI: 10.1016/j.pnpbp.2018.09.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Revised: 08/13/2018] [Accepted: 09/05/2018] [Indexed: 12/11/2022]
Abstract
Major depression is the most common mental disorder and a leading cause of years lived with disability. In addition to the burden attributed to depressive symptoms and reduced daily life functioning, people with major depression are at increased risk of premature mortality, particularly due to cardiovascular diseases. Several studies point to a bi-directional relation between major depression and cardiovascular diseases, thereby indicating that both diseases may share common pathophysiological pathways. These include lifestyle factors (e.g. physical activity, smoking behavior), dysfunctions of endocrine systems (e.g. hypothalamus-pituitary adrenal axis), and a dysbalance of pro- and anti-inflammatory factors. Furthermore, recent research point to the role of epigenomic and proteomic factors, that are reviewed here with a particular focus on the mitochondrial energy metabolism.
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Affiliation(s)
- Kai G Kahl
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Germany.
| | - Britta Stapel
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Germany
| | - Helge Frieling
- Department of Psychiatry, Social Psychiatry and Psychotherapy, Hannover Medical School, Germany
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193
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Abstract
PURPOSE OF REVIEW Anxiety disorders are among the most common mental disorders with a lifetime prevalence of over 20%. Clinically, anxiety is not thought of as a homogenous disorder, but is subclassified in generalized, panic, and phobic anxiety disorder. Anxiety disorders are moderately heritable. This review will explore recent genetic and epigenetic approaches to anxiety disorders explaining differential susceptibility risk. RECENT FINDINGS A substantial portion of the variance in susceptibility risk can be explained by differential inherited and acquired genetic and epigenetic risk. Available data suggest that anxiety disorders are highly complex and polygenic. Despite the substantial progress in genetic research over the last decade, only few risk loci for anxiety disorders have been identified so far. This review will cover recent findings from large-scale genome-wide association studies as well as newer epigenome-wide studies. Progress in this area will likely require analysis of much larger sample sizes than have been reported to date. We discuss prospects for clinical translation of genetic findings and future directions for research.
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194
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Radhakrishnan K, Aslan M, Harrington KM, Pietrzak RH, Huang G, Muralidhar S, Cho K, Quaden R, Gagnon D, Pyarajan S, Sun N, Zhao H, Gaziano M, Concato J, Stein MB, Gelernter J. Genomics of posttraumatic stress disorder in veterans: Methods and rationale for Veterans Affairs Cooperative Study #575B. Int J Methods Psychiatr Res 2019; 28:e1767. [PMID: 30767326 PMCID: PMC6877159 DOI: 10.1002/mpr.1767] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Revised: 09/13/2018] [Accepted: 11/07/2018] [Indexed: 12/31/2022] Open
Abstract
OBJECTIVES Heritability in the risk for developing posttraumatic stress disorder (PTSD) has been established, but most genome-wide association studies (GWASs) of PTSD involve relatively small sample sizes and limited identification of associated genetic loci. This report describes the methodology of a Veterans Affairs (VA) Cooperative Studies Program GWAS of PTSD among combat-exposed U.S. veterans. METHODS Probable cases (with PTSD) and probable controls (without PTSD) were identified from among veterans enrolled in the VA Million Veteran Program (MVP) with an algorithm developed using questionnaire responses and electronic health record information. This algorithm, based on a statistical model, relied on medical chart reviews as a reference standard and was refined using telephone interviews. Subsequently, to evaluate the impact of probabilistic phenotyping on statistical power, the threshold probability for case-control selection was varied in simulations. RESULTS As of September 2018, >695,000 veterans have enrolled in MVP. For current analyses, genotyping data were available for >353,000 participants, including >83,000 combat-exposed veterans. A threshold probability of 0.7 for case and control designation yielded an interim >16,000 cases and >33,000 controls. CONCLUSIONS A formal methodological approach was used to identify cases and controls for subsequent GWAS analyses to identify genetic risk loci for PTSD.
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Affiliation(s)
- Krishnan Radhakrishnan
- Clinical Epidemiology Research Center (CERC)VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- College of MedicineUniversity of KentuckyLexingtonKentuckyUSA
| | - Mihaela Aslan
- Clinical Epidemiology Research Center (CERC)VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- School of MedicineYale UniversityNew HavenConnecticutUSA
| | - Kelly M. Harrington
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMassachusettsUSA
- School of MedicineBoston UniversityBostonMassachusettsUSA
| | - Robert H. Pietrzak
- Clinical Epidemiology Research Center (CERC)VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- U.S. Department of Veterans Affairs National Center for Posttraumatic Stress Disorder, Clinical Neurosciences DivisionVA Connecticut Healthcare SystemWest HavenConnecticutUSA
| | - Grant Huang
- Office of Research and DevelopmentVeterans Health AdministrationWashingtonDCUSA
| | - Sumitra Muralidhar
- Office of Research and DevelopmentVeterans Health AdministrationWashingtonDCUSA
| | - Kelly Cho
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMassachusettsUSA
| | - Rachel Quaden
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMassachusettsUSA
| | - David Gagnon
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMassachusettsUSA
- School of Public HealthBoston UniversityBostonMassachusettsUSA
| | - Saiju Pyarajan
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMassachusettsUSA
| | - Ning Sun
- Clinical Epidemiology Research Center (CERC)VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- School of MedicineYale UniversityNew HavenConnecticutUSA
| | - Hongyu Zhao
- Clinical Epidemiology Research Center (CERC)VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- School of MedicineYale UniversityNew HavenConnecticutUSA
| | - Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC)VA Boston Healthcare SystemBostonMassachusettsUSA
- Harvard Medical SchoolHarvard UniversityBostonMassachusettsUSA
| | - John Concato
- Clinical Epidemiology Research Center (CERC)VA Connecticut Healthcare SystemWest HavenConnecticutUSA
- School of MedicineYale UniversityNew HavenConnecticutUSA
| | - Murray B. Stein
- VA San Diego Healthcare SystemSan DiegoCaliforniaUSA
- School of MedicineUniversity of California, San DiegoLa JollaCaliforniaUSA
| | - Joel Gelernter
- School of MedicineYale UniversityNew HavenConnecticutUSA
- Psychiatry ServiceVA Connecticut Healthcare SystemWest HavenConnecticutUSA
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195
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The effect of genetic vulnerability and military deployment on the development of post-traumatic stress disorder and depressive symptoms. Eur Neuropsychopharmacol 2019; 29:405-415. [PMID: 30773389 DOI: 10.1016/j.euroneuro.2018.12.009] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2018] [Revised: 11/22/2018] [Accepted: 12/16/2018] [Indexed: 01/09/2023]
Abstract
Exposure to trauma strongly increases the risk to develop stress-related psychopathology, such as post-traumatic stress disorder (PTSD) or major depressive disorder (MDD). In addition, liability to develop these moderately heritable disorders is partly determined by common genetic variance, which is starting to be uncovered by genome-wide association studies (GWASs). However, it is currently unknown to what extent genetic vulnerability and trauma interact. We investigated whether genetic risk based on summary statistics of large GWASs for PTSD and MDD predisposed individuals to report an increase in MDD and PTSD symptoms in a prospective military cohort (N = 516) at five time points after deployment to Afghanistan: one month, six months and one, two and five years. Linear regression was used to analyze the contribution of polygenic risk scores (PRSs, at multiple p-value thresholds) and their interaction with deployment-related trauma to the development of PTSD- and depression-related symptoms. We found no main effects of PRSs nor evidence for interactions with trauma on the development of PTSD or depressive symptoms at any of the time points in the five years after military deployment. Our results based on a unique long-term follow-up of a deployed military cohort suggest limited validity of current PTSD and MDD polygenic risk scores, albeit in the presence of minimal severe psychopathology in the target cohort. Even though the predictive value of PRSs will likely benefit from larger sample sizes in discovery and target datasets, progress will probably also depend on (endo)phenotype refinement that in turn will reduce etiological heterogeneity.
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196
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Genetic and environmental effects on the development of depressive symptoms from adolescence to adulthood in a nationally representative sample. J Affect Disord 2019; 245:163-173. [PMID: 30391772 DOI: 10.1016/j.jad.2018.10.085] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 09/05/2018] [Accepted: 10/05/2018] [Indexed: 11/23/2022]
Abstract
BACKGROUND Previous research has shown substantial heritability for depressive symptoms, yet, there are few genetically-informed studies which focused on developmental changes. The current study sought to model prototypical developmental trajectories of depressive symptoms from adolescence to adulthood and to elucidate genetic and environmental contributions to these changes. METHODS The Add Health data set, a nationally representative sample of adolescents, was used. For the genetically-informed analyses, a subsample of N = 531 same-sex monozygotic and dizygotic male and female twin pairs was selected. Longitudinal development was modeled separately for two waves in early adolescence and for four waves from middle adolescence to young adulthood using a latent growth model (LGM). Both models were extended to twin models to estimate the effects of heritability and the environment. RESULTS The rates of depressive symptoms peaked in mid-adolescence and then sharply declined as individuals moved from adolescence to young adulthood, leveling off in the twenties. The effects of the shared environment were substantial among early adolescents, but negligible for middle-to-late adolescents. An opposite pattern was found for heritability. The largest proportion of developmental changes was driven by nonshared environmental effects. LIMITATIONS The study only used same-sex twins as there exist mixed findings regarding the possibility of qualitative or quantitative genetic effects. CONCLUSIONS The salience of unique experiences and, to a lesser extent, heritable factors in affecting developmental changes in depressive symptoms underscore the need for targeting environments that place individuals with genetic predisposition at double the risk for the development of depression.
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197
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Aten S, Page CE, Kalidindi A, Wheaton K, Niraula A, Godbout JP, Hoyt KR, Obrietan K. miR-132/212 is induced by stress and its dysregulation triggers anxiety-related behavior. Neuropharmacology 2019; 144:256-270. [PMID: 30342060 PMCID: PMC6823933 DOI: 10.1016/j.neuropharm.2018.10.020] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 09/25/2018] [Accepted: 10/14/2018] [Indexed: 02/08/2023]
Abstract
miR-132 and miR-212 are structurally-related microRNAs that are expressed from the same non-coding transcript. Accumulating evidence has shown that the dysregulation of these microRNAs contributes to aberrant neuronal plasticity and gene expression in the mammalian brain. Consistent with this, altered expression of miR-132 is associated with a number of affect-related psychiatric disorders. Here, we tested the functional contribution of the miR-132/212 locus to the development of stress-related and anxiety-like behaviors. Initially, we tested whether expression from the miR-132/212 locus is altered by stress-inducing paradigms. Using a 5-h acute-stress model, we show that both miR-132 and miR-212 are increased more than two-fold in the WT murine hippocampus and amygdala, whereas after a 15 day chronic-stress paradigm, expression of both miR-132 and miR-212 are upregulated more than two-fold within the amygdala but not in the hippocampus. Next, we used a tetracycline-inducible miR-132 overexpression mouse model and a miR-132/212 conditional knockout (cKO) mouse model to examine whether dysregulation of miR-132/212 expression alters basal anxiety-like behaviors. Interestingly, in both the miR-132 overexpression and cKO lines, significant increases in anxiety-like behaviors were detected. Importantly, suppression of transgenic miR-132 expression (via doxycycline administration) mitigated the anxiety-related behaviors. Further, expression of Sirt1 and Pten-two miR-132 target genes that have been implicated in the regulation of anxiety-were differentially regulated in the hippocampus and amygdala of miR-132/212 conditional knockout and miR-132 transgenic mice. Collectively, these data raise the prospect that miR-132 and miR-212 may play a key role in the modulation of stress responsivity and anxiety.
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Affiliation(s)
- Sydney Aten
- Department of Neuroscience, Ohio State University, Columbus, OH, USA
| | - Chloe E Page
- Department of Neuroscience, Ohio State University, Columbus, OH, USA
| | - Anisha Kalidindi
- Department of Neuroscience, Ohio State University, Columbus, OH, USA
| | - Kelin Wheaton
- Division of Pharmaceutics and Pharmaceutical Chemistry, Ohio State University, Columbus, OH, USA
| | - Anzela Niraula
- Department of Neuroscience, Ohio State University, Columbus, OH, USA; Institute for Behavioral Medicine Research, Ohio State University, Columbus, OH, USA
| | - Jon P Godbout
- Department of Neuroscience, Ohio State University, Columbus, OH, USA; Institute for Behavioral Medicine Research, Ohio State University, Columbus, OH, USA; Center for Brain and Spinal Cord Repair, Ohio State University, Columbus, OH, USA
| | - Kari R Hoyt
- Division of Pharmaceutics and Pharmaceutical Chemistry, Ohio State University, Columbus, OH, USA
| | - Karl Obrietan
- Department of Neuroscience, Ohio State University, Columbus, OH, USA.
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198
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Abstract
Stress is an adaptive response to environment aversive stimuli and a common life experience of one's daily life. Chronic or excessive stress especially that happened in early life is found to be deleterious to individual's physical and mental health, which is highly related to depressive disorders onset. Stressful life events are consistently considered to be the high-risk factors of environment for predisposing depressive disorders. In linking stressful life events with depressive disorder onset, dysregulated HPA axis activity is supposed to play an important role in mediating aversive impacts of life stress on brain structure and function. Increasing evidence have indicated the strong association of stress, especially the chronic stress and early life stress, with depressive disorders development, while the association of stress with depression is moderated by genetic risk factors, including polymorphism of SERT, BDNF, GR, FKBP5, MR, and CRHR1. Meanwhile, stressful life experience particularly early life stress will exert epigenetic modification in these risk genes via DNA methylation and miRNA regulation to generate long-lasting effects on these genes expression, which in turn cause brain structural and functional alteration, and finally increase the vulnerability to depressive disorders. Therefore, the interaction of environment with gene, in which stressful life exposure interplay with genetic risk factors and epigenetic modification, is essential in predicting depressive disorders development. As the mediator of environmental risk factors, stress will function together with genetic and epigenetic mechanism to influence brain structure and function, physiology and psychology, and finally the vulnerability to depressive disorders.
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199
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Thermodynamic analysis and molecular dynamic simulation of the solubility of vortioxetine hydrobromide in three binary solvent mixtures. J Mol Liq 2018. [DOI: 10.1016/j.molliq.2018.09.130] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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200
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Papini S, Pisner D, Shumake J, Powers MB, Beevers CG, Rainey EE, Smits JA, Warren AM. Ensemble machine learning prediction of posttraumatic stress disorder screening status after emergency room hospitalization. J Anxiety Disord 2018; 60:35-42. [PMID: 30419537 PMCID: PMC6777842 DOI: 10.1016/j.janxdis.2018.10.004] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 09/23/2018] [Accepted: 10/22/2018] [Indexed: 11/29/2022]
Abstract
Posttraumatic stress disorder (PTSD) develops in a substantial minority of emergency room admits. Inexpensive and accurate person-level assessment of PTSD risk after trauma exposure is a critical precursor to large-scale deployment of early interventions that may reduce individual suffering and societal costs. Toward this aim, we applied ensemble machine learning to predict PTSD screening status three months after severe injury using cost-effective and minimally invasive data. Participants (N = 271) were recruited at a Level 1 Trauma Center where they provided variables routinely collected at the hospital, including pulse, injury severity, and demographics, as well as psychological variables, including self-reported current depression, psychiatric history, and social support. Participant zip codes were used to extract contextual variables including population total and density, average annual income, and health insurance coverage rates from publicly available U.S. Census data. Machine learning yielded good prediction of PTSD screening status 3 months post-hospitalization, AUC = 0.85 95% CI [0.83, 0.86], and significantly outperformed all benchmark comparison models in a cross-validation procedure designed to yield an unbiased estimate of performance. These results demonstrate that good prediction can be attained from variables that individually have relatively weak predictive value, pointing to the promise of ensemble machine learning approaches that do not rely on strong isolated risk factors.
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Affiliation(s)
- Santiago Papini
- Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin, United States.
| | - Derek Pisner
- Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin
| | - Jason Shumake
- Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin
| | - Mark B. Powers
- Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin,Baylor University Medical Center
| | - Christopher G. Beevers
- Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin
| | | | - Jasper A.J. Smits
- Department of Psychology and Institute for Mental Health Research, The University of Texas at Austin
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