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Dai J, Chen K, Zhu Y, Xia L, Wang T, Yuan Z, Zeng P. Identifying risk loci for obsessive-compulsive disorder and shared genetic component with schizophrenia: A large-scale multi-trait association analysis with summary statistics. Prog Neuropsychopharmacol Biol Psychiatry 2024; 129:110906. [PMID: 38043635 DOI: 10.1016/j.pnpbp.2023.110906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 11/26/2023] [Accepted: 11/28/2023] [Indexed: 12/05/2023]
Abstract
Due to limited samples, no genetic loci have been identified for obsessive-compulsive disorder (OCD) in genome-wide association studies. Additionally, although co-morbidities between OCD and schizophrenia (SCZ) were observed, their common genetic etiology was not completely known. Here, we conducted a comprehensive investigation regarding the genetic architecture of OCD and the common genetic foundation shared by OCD and SCZ using summary statistics data (2688 cases and 7037 controls for OCD; 53,386 cases and 77,258 controls for SCZ). We discovered significant genetic correlation between OCD and SCZ (r̂g=0.296, P = 2.82 × 10-11). We then performed two multi-trait association analyses to detect OCD-associated loci and colocalization analysis to detect causal variants. Parallel gene-level analyses were also implemented. We identified 323 OCD-relevant variants located within 12 loci, with four loci shared the same causal variants between OCD and SCZ. Further, the gene-level analyses discovered 8 OCD-associated genes. Finally, multiple functional analyses at both SNP and gene levels showed that these genetic association signals had significant enrichments in the regions of left ventricle and anterior cingulate cortex, and suggested an important role of pathways involving regulation of telomere maintenance, histone phosphorylation, and GnRH secretion. Overall, this study identified new genetic loci for OCD and provided substantial evidence supporting common genetic foundation underlying OCD and SCZ. The findings advanced our understanding of genetic architecture and pathophysiology of OCD as well as shedding light on shared genetic etiology of the two disorders.
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Affiliation(s)
- Jing Dai
- Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China
| | - Keying Chen
- Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China
| | - Yiyang Zhu
- Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China
| | - Lei Xia
- Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China
| | - Ting Wang
- Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China
| | - Zhongshang Yuan
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China; Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| | - Ping Zeng
- Department of Biostatistics, School of Public Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China; Center for Medical Statistics and Data Analysis, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China; Key Laboratory of Human Genetics and Environmental Medicine, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China; Key Laboratory of Environment and Health, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China; Xuzhou Engineering Research Innovation Center of Biological Data Mining and Healthcare Transformation, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China; Jiangsu Engineering Research Center of Biological Data Mining and Healthcare Transformation, Xuzhou Medical University, Xuzhou, Jiangsu 221004, China.
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2
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Beheshti M, Rabiei N, Taghizadieh M, Eskandari P, Mollazadeh S, Dadgostar E, Hamblin MR, Salmaninejad A, Emadi R, Mohammadi AH, Mirazei H. Correlations between single nucleotide polymorphisms in obsessive-compulsive disorder with the clinical features or response to therapy. J Psychiatr Res 2023; 157:223-238. [PMID: 36508934 DOI: 10.1016/j.jpsychires.2022.11.025] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/08/2022] [Accepted: 11/18/2022] [Indexed: 11/25/2022]
Abstract
Obsessive-compulsive disorder (OCD) is a debilitating neuropsychiatric disorder, in which the patient endures intrusive thoughts or is compelled to perform repetitive or ritualized actions. Many cases of OCD are considered to be familial or heritable in nature. It has been shown that a variety of internal and external risk factors are involved in the pathogenesis of OCD. Among the internal factors, genetic modifications play a critical role in the pathophysiological process. Despite many investigations performed to determine the candidate genes, the precise genetic factors involved in the disease remain largely undetermined. The present review summarizes the single nucleotide polymorphisms that have been proposed to be associated with OCD symptoms, early onset disease, neuroimaging results, and response to therapy. This information could help us to draw connections between genetics and OCD symptoms, better characterize OCD in individual patients, understand OCD prognosis, and design more targeted personalized treatment approaches.
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Affiliation(s)
- Masoumeh Beheshti
- Pathophysiology Laboratory, Sina Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Nikta Rabiei
- School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mohammad Taghizadieh
- Department of Pathology, School of Medicine, Center for Women's Health Research Zahra, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Pariya Eskandari
- Department of Biology, School of Basic Sciences, University of Guilan, Rasht, Iran
| | - Samaneh Mollazadeh
- Natural Products and Medicinal Plants Research Center, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Ehsan Dadgostar
- Behavioral Sciences Research Center, Isfahan University of Medical Sciences, Isfahan, Iran; Student Research Committee, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Michael R Hamblin
- Laser Research Centre, Faculty of Health Science, University of Johannesburg, Doornfontein, 2028, South Africa
| | - Arash Salmaninejad
- Regenerative Medicine, Organ Procurement and Transplantation Multi Disciplinary Center, Razi Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran; Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Raziye Emadi
- School of Medicine, Kashan University of Medical Sciences, Kashan, Iran.
| | - Amir Hossein Mohammadi
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Institute for Basic Sciences, Kashan University of Medical Sciences, Kashan, Iran.
| | - Hamed Mirazei
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Institute for Basic Sciences, Kashan University of Medical Sciences, Kashan, Iran.
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3
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Bellia F, Vismara M, Annunzi E, Cifani C, Benatti B, Dell'Osso B, D'Addario C. Genetic and epigenetic architecture of Obsessive-Compulsive Disorder: In search of possible diagnostic and prognostic biomarkers. J Psychiatr Res 2021; 137:554-571. [PMID: 33213890 DOI: 10.1016/j.jpsychires.2020.10.040] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/25/2020] [Accepted: 10/28/2020] [Indexed: 02/07/2023]
Abstract
Obsessive-Compulsive Disorder (OCD) is a prevalent and severe clinical condition whose hallmarks are excessive, unwanted thoughts (obsessions) and repetitive behaviors (compulsions). The onset of symptoms generally occurs during pre-adult life and typically affects subjects in different aspects of their life's, compromising social and professional relationships. Although robust evidence suggests a genetic component in the etiopathogenesis of OCD, the causes of the disorder are still not completely understood. It is thus of relevance to take into account how genes interact with environmental risk factors, thought to be mediated by epigenetic mechanisms. We here provide an overview of genetic and epigenetic mechanisms of OCD, focusing on the modulation of key central nervous system genes, in the attempt to suggest possible disease biomarkers.
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Affiliation(s)
- Fabio Bellia
- Faculty of Bioscience, University of Teramo, Teramo, Italy
| | - Matteo Vismara
- Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, Milano, Italy
| | - Eugenia Annunzi
- Faculty of Bioscience, University of Teramo, Teramo, Italy; Department of Neuroscience, Imaging and Clinical Sciences, Gabriele D'Annunzio University, Chieti, Italy
| | - Carlo Cifani
- School of Pharmacy, University of Camerino, Camerino, Italy
| | - Beatrice Benatti
- Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, Milano, Italy; CRC "Aldo Ravelli", University of Milan, Milano, Italy
| | - Bernardo Dell'Osso
- Department of Biomedical and Clinical Sciences Luigi Sacco, University of Milan, Milano, Italy; CRC "Aldo Ravelli", University of Milan, Milano, Italy; Department of Psychiatry and Behavioral Sciences, Stanford University, CA, USA.
| | - Claudio D'Addario
- Faculty of Bioscience, University of Teramo, Teramo, Italy; Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden.
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4
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Abstract
In this chapter, I address the concept of endophenotypes for obsessive-compulsive disorder (OCD). Endophenotypes are objective and heritable quantitative traits hypothesized to be more biologically tractable than distal clinical phenotypes. This approach has been adopted to gain a better understanding of psychiatric conditions in general. It is theorized that endophenotypes will particularly assist in clarifying both the diagnostic status and aetiological origins of complex neuropsychiatric conditions such as OCD. At the cognitive level, separable constructs of relevance for OCD have been identified. The prevailing model for OCD assumes the development of abnormalities within fronto-striatal neural circuits leading to impairment of executive functions and their neuropsychological subcomponents. Here, I address whether this model can guide towards the identification of endophenotypes for this condition and discuss possible implications.
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Affiliation(s)
- Matilde M Vaghi
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, UK.
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5
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Mataix-Cols D, Hansen B, Mattheisen M, Karlsson EK, Addington AM, Boberg J, Djurfeldt DR, Halvorsen M, Lichtenstein P, Solem S, Lindblad-Toh K, Haavik J, Kvale G, Rück C, Crowley JJ. Nordic OCD & Related Disorders Consortium: Rationale, design, and methods. Am J Med Genet B Neuropsychiatr Genet 2020; 183:38-50. [PMID: 31424634 PMCID: PMC6898732 DOI: 10.1002/ajmg.b.32756] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2019] [Revised: 07/19/2019] [Accepted: 07/29/2019] [Indexed: 12/23/2022]
Abstract
Obsessive-compulsive disorder (OCD) is a debilitating psychiatric disorder, yet its etiology is unknown and treatment outcomes could be improved if biological targets could be identified. Unfortunately, genetic findings for OCD are lagging behind other psychiatric disorders. Thus, there is a pressing need to understand the causal mechanisms implicated in OCD in order to improve clinical outcomes and to reduce morbidity and societal costs. Specifically, there is a need for a large-scale, etiologically informative genetic study integrating genetic and environmental factors that presumably interact to cause the condition. The Nordic countries provide fertile ground for such a study, given their detailed population registers, national healthcare systems and active specialist clinics for OCD. We thus formed the Nordic OCD and Related Disorders Consortium (NORDiC, www.crowleylab.org/nordic), and with the support of NIMH and the Swedish Research Council, have begun to collect a large, richly phenotyped and genotyped sample of OCD cases. Our specific aims are geared toward answering a number of key questions regarding the biology, etiology, and treatment of OCD. This article describes and discusses the rationale, design, and methodology of NORDiC, including details on clinical measures and planned genomic analyses.
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Affiliation(s)
- David Mataix-Cols
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden,Stockholm Health Care Services, Stockholm, Sweden
| | - Bjarne Hansen
- Haukeland University Hospital, OCD-team, Bergen, Norway,Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Manuel Mattheisen
- Department of Genomics, Life & Brain Center, University of Bonn, Bonn, Germany,Institute of Human Genetics, University of Bonn, Bonn, Germany,Center for Integrative Sequencing, iSEQ, Department of Biomedicine, Aarhus University, Denmark,Department of Psychiatry, Psychosomatics, and Psychotherapy, University of Würzburg, Germany
| | - Elinor K. Karlsson
- Broad Institute of MIT and Harvard, Cambridge, MA, USA,Program in Bioinformatics & Integrative Biology and Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Anjené M. Addington
- Genomics Research Branch, National Institute of Mental Health in Bethesda, Bethesda, Maryland, USA
| | - Julia Boberg
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden,Stockholm Health Care Services, Stockholm, Sweden
| | - Diana R. Djurfeldt
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden,Stockholm Health Care Services, Stockholm, Sweden
| | - Matthew Halvorsen
- Department of Genetics, University of North Carolina at Chapel Hill, NC, USA
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Stian Solem
- Haukeland University Hospital, OCD-team, Bergen, Norway,Department of Psychology, Norwegian University of Science and Technology, Trondheim, Norway
| | - Kerstin Lindblad-Toh
- Broad Institute of MIT and Harvard, Cambridge, MA, USA,Science for Life Laboratory, IMBIM, Uppsala University, Uppsala, Sweden
| | | | - Jan Haavik
- Department of Biomedicine, University of Bergen, Bergen, Norway,Division of Psychiatry, Haukeland University Hospital, Bergen, Norway
| | - Gerd Kvale
- Haukeland University Hospital, OCD-team, Bergen, Norway,Department of Clinical Psychology, University of Bergen, Bergen, Norway
| | - Christian Rück
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden,Stockholm Health Care Services, Stockholm, Sweden
| | - James J. Crowley
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden,Department of Genetics, University of North Carolina at Chapel Hill, NC, USA,Department of Psychiatry, University of North Carolina at Chapel Hill, NC, USA
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6
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Melo-Felippe FB, Fontenelle LF, Kohlrausch FB. Gene variations in PBX1, LMX1A and SLITRK1 are associated with obsessive-compulsive disorder and its clinical features. J Clin Neurosci 2019; 61:180-185. [PMID: 30377043 DOI: 10.1016/j.jocn.2018.10.042] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 10/07/2018] [Indexed: 12/19/2022]
Abstract
Genetic factors probably influence OCD development and a current hypothesis proposes that genes involved in the development of the central nervous system (CNS) are related to OCD. The aim of this study was to analyze six Single Nucleotide Polymorphisms (SNPs) in five genes with functions related to neurodevelopment in OCD. A total of 203 patient and 203 control samples were genotyped using the TaqMan® methodology. Statistically significant associations between OCD and PBX1 (rs2275558) in total sample (P = 0.002) and in males (P = 0.0003) were observed. Concerning symptom dimensions, the expression of neutralization showed a statistical significant association with LMX1A (rs4657411, P = 0.004) in total sample. We also observed significant association between LMX1A (rs4657411) and washing dimension in females (P = 0.01). Additionally, SLITRK1 (rs9593835) was significantly associated with checking dimension in male patients (P = 0.04). Our results indicate an important influence of neurodevelopment genes in the OCD susceptibility. Additional studies with larger samples are needed to confirm these results.
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Affiliation(s)
- Fernanda B Melo-Felippe
- Departamento de Biologia Geral, Instituto de Biologia, Universidade Federal Fluminense (UFF), Niterói, Brazil
| | - Leonardo F Fontenelle
- Programa de Transtornos Obsessivo-Compulsivos e de Ansiedade, Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro (UFRJ), Universidade Federal do Rio de Janeiro (UFRJ), Rio de Janeiro, Brazil; Instituto D'Or de Pesquisa e Ensino (IDOR), Rio de Janeiro, Brazil; School of Psychological Sciences, MONASH University, Melbourne, Australia
| | - Fabiana B Kohlrausch
- Departamento de Biologia Geral, Instituto de Biologia, Universidade Federal Fluminense (UFF), Niterói, Brazil.
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7
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Fernandez TV, Leckman JF, Pittenger C. Genetic susceptibility in obsessive-compulsive disorder. HANDBOOK OF CLINICAL NEUROLOGY 2018; 148:767-781. [PMID: 29478613 DOI: 10.1016/b978-0-444-64076-5.00049-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
Obsessive-compulsive disorder (OCD) is present in 1.5-2.5% of the population and can result in substantial lifelong disability. It is characterized by intrusive thoughts, sensations, and urges and by repetitive behaviors that are difficult to control despite, in most cases, preserved insight as to their excessive or irrational nature. The causes and underlying pathophysiology of OCD are not well understood, which has limited the development of new treatments and interventions. Despite evidence for a substantial genetic contribution to disease risk, identification and replication of genetic variants associated with OCD have been challenging. Decades of candidate gene association studies have provided little insight. They are now being supplanted by modern genomewide approaches to discover both common and rare sequence and structural variants. Studies to date suggest potential novel therapeutic avenues such as modulators of glutamatergic and immune pathways; however, individual genetic findings are not yet statistically robust or replicated. Further efforts are clearly needed to identify specific risk variants and to confirm vulnerable pathways by studying much larger cohorts of patients with comprehensive variant discovery approaches. Mouse knockout models have already made notable inroads into our understanding of OCD pathology; their utility will only increase as specific risk alleles are identified.
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Affiliation(s)
- Thomas V Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States.
| | - James F Leckman
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States; Department of Psychology, Yale University School of Medicine, New Haven, CT, United States
| | - Christopher Pittenger
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States; Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United States; Department of Psychology, Yale University School of Medicine, New Haven, CT, United States; Integrated Neuroscience Research Program, Yale University School of Medicine, New Haven, CT, United States
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8
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Revealing the complex genetic architecture of obsessive-compulsive disorder using meta-analysis. Mol Psychiatry 2018; 23:1181-1188. [PMID: 28761083 PMCID: PMC6660151 DOI: 10.1038/mp.2017.154] [Citation(s) in RCA: 364] [Impact Index Per Article: 52.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Revised: 05/31/2017] [Accepted: 06/07/2017] [Indexed: 12/31/2022]
Abstract
Two obsessive-compulsive disorder (OCD) genome-wide association studies (GWASs) have been published by independent OCD consortia, the International Obsessive-Compulsive Disorder Foundation Genetics Collaborative (IOCDF-GC) and the OCD Collaborative Genetics Association Study (OCGAS), but many of the top-ranked signals were supported in only one study. We therefore conducted a meta-analysis from the two consortia, investigating a total of 2688 individuals of European ancestry with OCD and 7037 genomically matched controls. No single-nucleotide polymorphisms (SNPs) reached genome-wide significance. However, in comparison with the two individual GWASs, the distribution of P-values shifted toward significance. The top haplotypic blocks were tagged with rs4733767 (P=7.1 × 10-7; odds ratio (OR)=1.21; confidence interval (CI): 1.12-1.31, CASC8/CASC11), rs1030757 (P=1.1 × 10-6; OR=1.18; CI: 1.10-1.26, GRID2) and rs12504244 (P=1.6 × 10-6; OR=1.18; CI: 1.11-1.27, KIT). Variants located in or near the genes ASB13, RSPO4, DLGAP1, PTPRD, GRIK2, FAIM2 and CDH20, identified in linkage peaks and the original GWASs, were among the top signals. Polygenic risk scores for each individual study predicted case-control status in the other by explaining 0.9% (P=0.003) and 0.3% (P=0.0009) of the phenotypic variance in OCGAS and the European IOCDF-GC target samples, respectively. The common SNP heritability in the combined OCGAS and IOCDF-GC sample was estimated to be 0.28 (s.e.=0.04). Strikingly, ∼65% of the SNP-based heritability in the OCGAS sample was accounted for by SNPs with minor allele frequencies of ⩾40%. This joint analysis constituting the largest single OCD genome-wide study to date represents a major integrative step in elucidating the genetic causes of OCD.
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9
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Mitra S, Bastos CP, Chesworth S, Frye C, Bult-Ito A. Strain and sex based characterization of behavioral expressions in non-induced compulsive-like mice. Physiol Behav 2016; 168:103-111. [PMID: 27838311 DOI: 10.1016/j.physbeh.2016.11.002] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 11/01/2016] [Accepted: 11/08/2016] [Indexed: 01/21/2023]
Abstract
There is currently a lack of understanding how genetic background and sex differences attribute to the heterogeneity of obsessive-compulsive disorder (OCD). An animal model of compulsive-like behaviors has been developed through bidirectional selection of house mice (Mus musculus) for high (big cotton nests; BIG mice) and low levels (small nests; SMALL mice) of nest-building behavior. The BIG male strains have predictive and face validity as a spontaneous animal model of OCD. Here, we evaluated compulsive-, anxiety-, cognitive-, and depression-like behaviors among male and proestrus female replicate strains each of BIG (BIG1, BIG2) and SMALL (SML1, SML2) nest-builders, and randomly-bred Controls (C1, C2). BIG1 and BIG2 males and females had higher nesting scores when compared to SMALL and Control strains. Male BIG1 and BIG2 strains showed more compulsive-like nesting than BIG1 and BIG2 proestrus females, which was not observed among the other strains. Nesting scores were also different between BIG replicate male strains. A similar pattern was observed in the compulsive-like marble burying behavior with BIG strains burying more marbles than SMALL and Control strains. Significant replicate and sex differences were also observed in marble burying among the BIG strains. The open field test revealed replicate effects while the BIG strains showed less anxiety-like behavior in the elevated plus maze test compared to the SMALL strains. For novel object recognition only the Control strains showed replicate and sex differences. In the depression-like forced swim test proestrus females demonstrated less depression-like behavior than males. BIG and SMALL nest-building strains had a higher corticosterone stress response than the Control strains. Together these results indicate a strong interplay of genetic background and sex in influencing expression of behaviors in our compulsive-like mouse model. These results are in congruence with the clinical heterogeneity of OCD.
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Affiliation(s)
- Swarup Mitra
- Department of Chemistry & Biochemistry, University of Alaska Fairbanks, USA; IDeA Network of Biomedical Excellence (INBRE), University of Alaska Fairbanks, USA
| | - Cristiane P Bastos
- IDeA Network of Biomedical Excellence (INBRE), University of Alaska Fairbanks, USA; Núcleo de Neurociências, Departamento de Fisiologia e Biofísica, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Brazil
| | - Savanna Chesworth
- Department of Chemistry & Biochemistry, University of Alaska Fairbanks, USA
| | - Cheryl Frye
- Department of Chemistry & Biochemistry, University of Alaska Fairbanks, USA; IDeA Network of Biomedical Excellence (INBRE), University of Alaska Fairbanks, USA; Department of Psychology, University at Albany, State University of New York, USA
| | - Abel Bult-Ito
- Department of Biology & Wildlife, University of Alaska Fairbanks, USA.
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10
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Bandelow B, Baldwin D, Abelli M, Altamura C, Dell'Osso B, Domschke K, Fineberg NA, Grünblatt E, Jarema M, Maron E, Nutt D, Pini S, Vaghi MM, Wichniak A, Zai G, Riederer P. Biological markers for anxiety disorders, OCD and PTSD - a consensus statement. Part I: Neuroimaging and genetics. World J Biol Psychiatry 2016; 17:321-365. [PMID: 27403679 DOI: 10.1080/15622975.2016.1181783] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Accepted: 04/19/2016] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Biomarkers are defined as anatomical, biochemical or physiological traits that are specific to certain disorders or syndromes. The objective of this paper is to summarise the current knowledge of biomarkers for anxiety disorders, obsessive-compulsive disorder (OCD) and post-traumatic stress disorder (PTSD). METHODS Findings in biomarker research were reviewed by a task force of international experts in the field, consisting of members of the World Federation of Societies for Biological Psychiatry Task Force on Biological Markers and of the European College of Neuropsychopharmacology Anxiety Disorders Research Network. RESULTS The present article (Part I) summarises findings on potential biomarkers in neuroimaging studies, including structural brain morphology, functional magnetic resonance imaging and techniques for measuring metabolic changes, including positron emission tomography and others. Furthermore, this review reports on the clinical and molecular genetic findings of family, twin, linkage, association and genome-wide association studies. Part II of the review focuses on neurochemistry, neurophysiology and neurocognition. CONCLUSIONS Although at present, none of the putative biomarkers is sufficient and specific as a diagnostic tool, an abundance of high-quality research has accumulated that will improve our understanding of the neurobiological causes of anxiety disorders, OCD and PTSD.
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Affiliation(s)
- Borwin Bandelow
- a Department of Psychiatry and Psychotherapy , University of Göttingen , Germany
| | - David Baldwin
- b Faculty of Medicine , University of Southampton , Southampton , UK
| | - Marianna Abelli
- c Department of Clinical and Experimental Medicine , Section of Psychiatry, University of Pisa , Italy
| | - Carlo Altamura
- d Department of Psychiatry , University of Milan; Fondazione IRCCS Cà Granda, Ospedale Maggiore Policlinico , Milan , Italy
| | - Bernardo Dell'Osso
- d Department of Psychiatry , University of Milan; Fondazione IRCCS Cà Granda, Ospedale Maggiore Policlinico , Milan , Italy
| | - Katharina Domschke
- e Department of Psychiatry, Psychosomatics and Psychotherapy , University of Wuerzburg , Germany
| | - Naomi A Fineberg
- f Hertfordshire Partnership University NHS Foundation Trust and University of Hertfordshire , Rosanne House, Parkway , Welwyn Garden City , UK
| | - Edna Grünblatt
- e Department of Psychiatry, Psychosomatics and Psychotherapy , University of Wuerzburg , Germany
- g Neuroscience Center Zurich , University of Zurich and the ETH Zurich , Zürich , Switzerland
- h Department of Child and Adolescent Psychiatry and Psychotherapy , Psychiatric Hospital, University of Zurich , Zürich , Switzerland
- i Zurich Center for Integrative Human Physiology , University of Zurich , Switzerland
| | - Marek Jarema
- j Third Department of Psychiatry , Institute of Psychiatry and Neurology , Warszawa , Poland
| | - Eduard Maron
- k North Estonia Medical Centre, Department of Psychiatry , Tallinn , Estonia
- l Department of Psychiatry , University of Tartu , Estonia
- m Faculty of Medicine, Department of Medicine, Centre for Neuropsychopharmacology, Division of Brain Sciences , Imperial College London , UK
| | - David Nutt
- m Faculty of Medicine, Department of Medicine, Centre for Neuropsychopharmacology, Division of Brain Sciences , Imperial College London , UK
| | - Stefano Pini
- c Department of Clinical and Experimental Medicine , Section of Psychiatry, University of Pisa , Italy
| | - Matilde M Vaghi
- n Department of Psychology and Behavioural and Clinical Neuroscience Institute , University of Cambridge , UK
| | - Adam Wichniak
- j Third Department of Psychiatry , Institute of Psychiatry and Neurology , Warszawa , Poland
| | - Gwyneth Zai
- n Department of Psychology and Behavioural and Clinical Neuroscience Institute , University of Cambridge , UK
- o Neurogenetics Section, Centre for Addiction & Mental Health , Toronto , Canada
- p Frederick W. Thompson Anxiety Disorders Centre, Department of Psychiatry, Sunnybrook Health Sciences Centre , Toronto , Canada
- q Institute of Medical Science and Department of Psychiatry, University of Toronto , Toronto , Canada
| | - Peter Riederer
- e Department of Psychiatry, Psychosomatics and Psychotherapy , University of Wuerzburg , Germany
- g Neuroscience Center Zurich , University of Zurich and the ETH Zurich , Zürich , Switzerland
- h Department of Child and Adolescent Psychiatry and Psychotherapy , Psychiatric Hospital, University of Zurich , Zürich , Switzerland
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Grados M, Prazak M, Saif A, Halls A. A review of animal models of obsessive-compulsive disorder: a focus on developmental, immune, endocrine and behavioral models. Expert Opin Drug Discov 2015; 11:27-43. [PMID: 26558411 DOI: 10.1517/17460441.2016.1103225] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Obsessive-compulsive disorder (OCD) is a neuropsychiatric condition characterized by intrusive thoughts (obsessions) and/or repetitive behaviors (compulsions). Several models of OCD exist, many which employ behaviors such as over-grooming or hoarding as correlates for compulsive behaviors - often using a response to serotonergic agents as evidence for their validity. Recent discoveries in the genetics of OCD and the identification of aberrancies of glutamatergic, hormonal, and immune pathways in the OCD phenotype highlight a need to review existing of animal models of OCD. The focus of attention to these pathways may lead to possible new targets for drug discovery. AREAS COVERED In this review, the authors describe frameworks for animal models in OCD conceptualized as either biological (e.g., developmental, genetic, and endocrine pathways), or behavioral (e.g., repetitive grooming, and stereotypies). In addition, the authors give special attention to the emerging role of glutamate in OCD. EXPERT OPINION While many animal models for OCD demonstrate pathologic repetitive behavior phenotypes, which are relieved by serotoninergic agents, animal models based on reversal learning, perseverative responding, and neurodevelopmental mechanisms represent robust new paradigms. Glutamatergic influences in these new animal models suggest that drug discovery using neuroprotective approaches may represent a new stage for pharmacologic developments in OCD.
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Affiliation(s)
- Marco Grados
- a Department of Psychiatry , Johns Hopkins University , 1800 Orleans St. - 12th floor, Baltimore , MD 21287 , USA
| | - Michael Prazak
- b Department of Medicine , Dow University of Health Sciences , Karachi , Pakistan
| | - Aneeqa Saif
- c Department of Psychology Grand Forks , University of North Dakota , ND , USA
| | - Andrew Halls
- a Department of Psychiatry , Johns Hopkins University , 1800 Orleans St. - 12th floor, Baltimore , MD 21287 , USA
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Peskin VA, Ordóñez A, Mackin RS, Delucchi K, Monge S, McGough JJ, Chavira DA, Berrocal M, Cheung E, Fournier E, Badner JA, Herrera LD, Mathews CA. Neuropsychological and dimensional behavioral trait profiles in Costa Rican ADHD sib pairs: Potential intermediate phenotypes for genetic studies. Am J Med Genet B Neuropsychiatr Genet 2015; 168B:247-57. [PMID: 25832558 PMCID: PMC4437811 DOI: 10.1002/ajmg.b.32305] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2014] [Accepted: 02/12/2015] [Indexed: 01/19/2023]
Abstract
Attention deficit hyperactivity disorder (ADHD) is associated with substantial functional impairment in children and in adults. Many individuals with ADHD have clear neurocognitive deficits, including problems with visual attention, processing speed, and set shifting. ADHD is etiologically complex, and although genetic factors play a role in its development, much of the genetic contribution to ADHD remains unidentified. We conducted clinical and neuropsychological assessments of 294 individuals (269 with ADHD) from 163 families (48 multigenerational families created using genealogical reconstruction, 78 affected sib pair families, and 37 trios) from the Central Valley of Costa Rica (CVCR). We used principal components analysis (PCA) to group neurocognitive and behavioral variables using the subscales of the Child Behavior Checklist (CBCL) and 15 neuropsychological measures, and created quantitative traits for heritability analyses. We identified seven cognitive and two behavioral domains. Individuals with ADHD were significantly more impaired than their unaffected siblings on most behavioral and cognitive domains. The verbal IQ domain had the highest heritability (92%), followed by auditory attention (87%), visual processing speed and problem solving (85%), and externalizing symptoms (81%). The quantitative traits identified here have high heritabilities, similar to the reported heritability of ADHD (70-90%), and may represent appropriate alternative phenotypes for genetic studies. The use of multigenerational families from a genetically isolated population may facilitate the identification of ADHD risk genes in the face of phenotypic and genetic heterogeneity.
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Affiliation(s)
- Viviana A. Peskin
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA
| | - Anna Ordóñez
- Child Psychiatry Branch, National Institute of Mental Health, Bethesda, Maryland
| | - R. Scott Mackin
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA
| | - Kevin Delucchi
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA
| | - Silvia Monge
- Department of Psychiatry, Hospital CIMA, San José, Costa Rica
| | - James J. McGough
- Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA
| | - Denise A. Chavira
- Department of Psychology, University of California, Los Angeles, Los Angeles, CA
| | - Monica Berrocal
- Department of Psychiatry, Hospital CIMA, San José, Costa Rica
| | - Erika Cheung
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA
| | | | - Judith A. Badner
- Departments of Psychiatry and Human Genetics, University of Chicago, Chicago, Illinois
| | | | - Carol A. Mathews
- Department of Psychiatry and Institute for Human Genetics, University of California, San Francisco, San Francisco, CA
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Grados M, Sung HM, Kim S, Srivastava S. Genetic findings in obsessive-compulsive disorder connect to brain-derived neutrophic factor and mammalian target of rapamycin pathways: implications for drug development. Drug Dev Res 2015; 75:372-83. [PMID: 25195581 DOI: 10.1002/ddr.21223] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Traditional pharmacological approaches to the treatment of obsessive-compulsive disorder (OCD) are based on affecting serotonergic and dopaminergic transmission in the central nervous system. However, genetic epidemiology findings are pointing to glutamate pathways and developmental genes as etiological in OCD. A review of recent genetic findings in OCD is conducted, and bioinformatics approaches are used to locate pathways relevant to neuroprotection. The OCD susceptibility genes DLGAP1, RYR3, PBX1-MEIS2, LMX1A and candidate genes BDNF and GRIN2B are components of the neuronal growth, differentiation and neurogenesis pathways BDNF-mTOR. These pathways are emerging as a promising area of research for the development of neuroprotective pharmaceuticals. Emergent genetic epidemiologic data on OCD and repetitive behaviors may support new approaches for pharmacological discovery. Neuroprotective approaches that take into consideration glutamate-mediated BDNF-mTOR pathways are suggested by OCD susceptibility genes.
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Affiliation(s)
- Marco Grados
- Division of Child & Adolescent Psychiatry, Johns Hopkins University School of Medicine, 1800 Orleans St.-12th floor, Baltimore, MD, 21287, USA
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Cappi C, Hounie AG, Mariani DB, Diniz JB, Silva ART, Reis VNS, Busso AF, Silva AG, Fidalgo F, Rogatto SR, Miguel EC, Krepischi AC, Brentani H. An inherited small microdeletion at 15q13.3 in a patient with early-onset obsessive-compulsive disorder. PLoS One 2014; 9:e110198. [PMID: 25303678 PMCID: PMC4193873 DOI: 10.1371/journal.pone.0110198] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Accepted: 09/18/2014] [Indexed: 01/22/2023] Open
Abstract
Copy number variations (CNVs) have been previously associated with several different neurodevelopmental psychiatric disorders, such as autism, schizophrenia, and attention deficit hyperactivity disorder (ADHD). The present study consisted of a pilot genome-wide screen for CNVs in a cohort of 16 patients with early-onset obsessive-compulsive disorder (OCD) and 12 mentally healthy individuals, using array-based comparative genomic hybridization (aCGH) on 44K arrays. A small rare paternal inherited microdeletion (∼64 kb) was identified in chromosome 15q13.3 of one male patient with very early onset OCD. The father did not have OCD. The deletion encompassed part of the FMN1 gene, which is involved with the glutamatergic system. This finding supports the hypothesis of a complex network of several genes expressed in the brain contributing for the genetic risk of OCD, and also supports the glutamatergic involvement in OCD, which has been previously reported in the literature.
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Affiliation(s)
- Carolina Cappi
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
| | - Ana Gabriela Hounie
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
- Federal University of São Paulo-UPIA-UNIFESP, São Paulo, Brazil
| | - Daniel B. Mariani
- Inter-institutional Grad Program on Bioinformatics, Institute of Mathematics and Statistics, São Paulo University, São Paulo, Brazil
| | - Juliana Belo Diniz
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
| | - Aderbal R. T. Silva
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
| | - Viviane N. S. Reis
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
| | - Ariane F. Busso
- International Research Center, AC Camargo Cancer Center, São Paulo, Brazil
| | | | - Felipe Fidalgo
- International Research Center, AC Camargo Cancer Center, São Paulo, Brazil
| | | | - Euripedes C. Miguel
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
| | - Ana C. Krepischi
- International Research Center, AC Camargo Cancer Center, São Paulo, Brazil
| | - Helena Brentani
- Institute and Department of Psychiatry, São Paulo University Medical School, São Paulo, Brazil
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Abstract
Obsessive compulsive disorder (OCD) and attention deficit hyperactivity disorder (ADHD) are two of the most common neuropsychiatric diseases in paediatric populations. The high comorbidity of ADHD and OCD with each other, especially of ADHD in paediatric OCD, is well described. OCD and ADHD often follow a chronic course with persistent rates of at least 40–50 %. Family studies showed high heritability in ADHD and OCD, and some genetic findings showed similar variants for both disorders of the same pathogenetic mechanisms, whereas other genetic findings may differentiate between ADHD and OCD. Neuropsychological and neuroimaging studies suggest that partly similar executive functions are affected in both disorders. The deficits in the corresponding brain networks may be responsible for the perseverative, compulsive symptoms in OCD but also for the disinhibited and impulsive symptoms characterizing ADHD. This article reviews the current literature of neuroimaging, neurochemical circuitry, neuropsychological and genetic findings considering similarities as well as differences between OCD and ADHD.
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Zai G, Brandl EJ, Müller DJ, Richter MA, Kennedy JL. Pharmacogenetics of antidepressant treatment in obsessive–compulsive disorder: an update and implications for clinicians. Pharmacogenomics 2014; 15:1147-57. [DOI: 10.2217/pgs.14.83] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Obsessive–compulsive disorder (OCD) is a chronic neuropsychiatric disorder with high genetic influence. Antidepressants such as serotonin reuptake inhibitors, are widely accepted as the first-line medications for OCD; however, approximately 50% of OCD patients show poor response. Personalized medicine utilizing genetic testing has recently received much attention because the variability of antidepressant response and tolerability are partly due to an individual’s genetic variations. This has led to researchers investigating the role of specific genetic factors on antidepressant response and utility of testing in the clinical realm. Genetic test panels are showing promise for guiding antidepressant treatment to improve outcomes in depression. This article will review the most recent findings in the pharmacogenetics of OCD and its related disorders. Promising results have been reported for several serotonergic and glutamatergic system genes and the cytochrome CYP450 liver enzyme genes, which appear to play an important role in OCD and antidepressant response.
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Affiliation(s)
- Gwyneth Zai
- Neurogenetics Section, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
- Institute of Medical Science, University of Toronto, Toronto M5S 1A8, Canada
- The Frederick W Thompson Anxiety Disorders Centre, Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
| | - Eva J Brandl
- Neurogenetics Section, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
| | - Daniel J Müller
- Neurogenetics Section, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
- Institute of Medical Science, University of Toronto, Toronto M5S 1A8, Canada
| | - Margaret A Richter
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
- Institute of Medical Science, University of Toronto, Toronto M5S 1A8, Canada
- The Frederick W Thompson Anxiety Disorders Centre, Department of Psychiatry, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
| | - James L Kennedy
- Neurogenetics Section, Centre for Addiction & Mental Health, Toronto, ON M5T 1R8, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON M5T 1R8, Canada
- Institute of Medical Science, University of Toronto, Toronto M5S 1A8, Canada
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Pauls DL, Abramovitch A, Rauch SL, Geller DA. Obsessive–compulsive disorder: an integrative genetic and neurobiological perspective. Nat Rev Neurosci 2014; 15:410-24. [DOI: 10.1038/nrn3746] [Citation(s) in RCA: 468] [Impact Index Per Article: 42.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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Abstract
Zwangsstörungen sind im Kindes- und Jugendalter sowie im Erwachsenenalter häufige und sehr beeinträchtigende Erkrankungen. Es scheint eine hohe biologische Vulnerabilität und auch Erblichkeit vorzuliegen, wobei genetische und Umweltfaktoren gleichwertig zu sein scheinen und miteinander interagieren. In den meisten bisherigen molekulargenetischen Studien ist es noch nicht gelungen, Gene mit hohen Effektstärken zu detektieren. Die vielversprechendsten Befunde umfassen Gene in serotonergen und glutamatergen Systemen. Mittels EEG kann man zeitlich und mittels MRT kann man räumlich sehr gute Auflösungen erreichen. Auffälligkeiten finden sich vor allem in kortiko-striato-thalamischen Kreisläufen. Funktionelle Studien zeigen Auffälligkeiten z.b. bei Lern- und Konfliktverarbeitungsaufgaben. Die konsistentesten Befunde bezüglich Abweichungen in Hirnstruktur und Hirnfunktion sind im anterioren cingulum zu finden, einer Struktur die eine wichtige Rolle für die regulatorische Kontrolle und die Optimierung von zielgerichtetem Verhalten einnimmt.
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Affiliation(s)
- Susanne Walitza
- Kinder- und Jugendpsychiatrischer Dienst, Universitätsklinik Zürich, Schweiz
- Zentrum für Neurowissenschaften Zürich, Universität Zürich und ETH Zürich, Schweiz
| | - Silvia Brem
- Kinder- und Jugendpsychiatrischer Dienst, Universitätsklinik Zürich, Schweiz
- Zentrum für Neurowissenschaften Zürich, Universität Zürich und ETH Zürich, Schweiz
| | - Tobias U. Hauser
- Kinder- und Jugendpsychiatrischer Dienst, Universitätsklinik Zürich, Schweiz
- Zentrum für Neurowissenschaften Zürich, Universität Zürich und ETH Zürich, Schweiz
| | - Edna Grünblatt
- Kinder- und Jugendpsychiatrischer Dienst, Universitätsklinik Zürich, Schweiz
- Zentrum für Neurowissenschaften Zürich, Universität Zürich und ETH Zürich, Schweiz
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Wu H, Wang X, Yu S, Wang D, Chen J, Jiang K, Zhu L, Xiao Z, Fralick D. Association of the candidate gene SLC1A1 and obsessive-compulsive disorder in Han Chinese population. Psychiatry Res 2013; 209:737-9. [PMID: 23411042 DOI: 10.1016/j.psychres.2012.12.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2012] [Revised: 12/09/2012] [Accepted: 12/17/2012] [Indexed: 11/24/2022]
Abstract
This case-control study enrolled 578 obsessive-compulsive disorder (OCD) patients and 649 controls and genotyped rs10491734, rs2228622, rs301430 and rs301443 to replicate association of the SLC1A1 gene with OCD in ethnic Han Chinese. The G-A-C-G and G-G-T-C haplotypes were found to be significantly associated with OCD in overall samples, male samples and female samples.
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Affiliation(s)
- Haisu Wu
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, 200030, Shanghai, China
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Grados MA, Specht MW, Sung HM, Fortune D. Glutamate drugs and pharmacogenetics of OCD: a pathway-based exploratory approach. Expert Opin Drug Discov 2013; 8:1515-27. [PMID: 24147578 DOI: 10.1517/17460441.2013.845553] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Neuropharmacology research in glutamate-modulating drugs supports their development and use in the management of neuropsychiatric disorders, including major depression, Alzheimer's disorder and schizophrenia. Concomitantly, there is a growing use of these agents used in the treatment of obsessive-compulsive disorder (OCD). AREAS COVERED This article provides a review of glutamate-modulating drugs used in the treatment of OCD. Specifically, the authors examine riluzole, N-acetylcysteine, d-cycloserine, glycine, ketamine, memantine and acamprosate as treatments. Furthermore, recent genetic epidemiology research findings are presented with a focus on the positional candidate genes SLC1A1 (a glutamate transporter), ADAR3 (an RNA-editing enzyme), RYR3 (a Ca(2+) channel), PBX1 (a homeobox transcription factor) and a GWAS candidate gene, DLGAP1 (a protein interacting with post-synaptic density). These genetic findings are submitted to a curated bioinformatics database to conform a biological network for discerning potential pharmacological targets. EXPERT OPINION In the genetically informed network, known genes and identified key connecting components, including DLG4 (a developmental gene), PSD-95 (a synaptic scaffolding protein) and PSEN1 (presenilin, a regulator of secretase), conform a group of potential pharmacological targets. These potential targets can be explored, in the future, to deliver new therapeutic approaches to OCD. There is also the need to develop a better understanding of neuroprotective mechanisms as a foundation for future OCD drug discovery.
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Affiliation(s)
- Marco A Grados
- Johns Hopkins University School of Medicine , 1800 Orleans St. - 12th floor, Baltimore, MD 21287 , USA +1 443 287 2291 ; +1 410 955 8691 ;
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21
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Davis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, Derks EM, Neale BM, Yang J, Lee SH, Evans P, Barr CL, Bellodi L, Benarroch F, Berrio GB, Bienvenu OJ, Bloch MH, Blom RM, Bruun RD, Budman CL, Camarena B, Campbell D, Cappi C, Cardona Silgado JC, Cath DC, Cavallini MC, Chavira DA, Chouinard S, Conti DV, Cook EH, Coric V, Cullen BA, Deforce D, Delorme R, Dion Y, Edlund CK, Egberts K, Falkai P, Fernandez TV, Gallagher PJ, Garrido H, Geller D, Girard SL, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Haddad S, Heiman GA, Hemmings SMJ, Hounie AG, Illmann C, Jankovic J, Jenike MA, Kennedy JL, King RA, Kremeyer B, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Liu C, Lochner C, Lowe TL, Macciardi F, McCracken JT, McGrath LM, Mesa Restrepo SC, Moessner R, Morgan J, Muller H, Murphy DL, Naarden AL, Ochoa WC, Ophoff RA, Osiecki L, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Rauch SL, Renner TJ, Reus VI, Richter MA, Riddle MA, Robertson MM, Romero R, Rosàrio MC, Rosenberg D, Rouleau GA, Ruhrmann S, Ruiz-Linares A, Sampaio AS, Samuels J, Sandor P, Sheppard B, Singer HS, Smit JH, et alDavis LK, Yu D, Keenan CL, Gamazon ER, Konkashbaev AI, Derks EM, Neale BM, Yang J, Lee SH, Evans P, Barr CL, Bellodi L, Benarroch F, Berrio GB, Bienvenu OJ, Bloch MH, Blom RM, Bruun RD, Budman CL, Camarena B, Campbell D, Cappi C, Cardona Silgado JC, Cath DC, Cavallini MC, Chavira DA, Chouinard S, Conti DV, Cook EH, Coric V, Cullen BA, Deforce D, Delorme R, Dion Y, Edlund CK, Egberts K, Falkai P, Fernandez TV, Gallagher PJ, Garrido H, Geller D, Girard SL, Grabe HJ, Grados MA, Greenberg BD, Gross-Tsur V, Haddad S, Heiman GA, Hemmings SMJ, Hounie AG, Illmann C, Jankovic J, Jenike MA, Kennedy JL, King RA, Kremeyer B, Kurlan R, Lanzagorta N, Leboyer M, Leckman JF, Lennertz L, Liu C, Lochner C, Lowe TL, Macciardi F, McCracken JT, McGrath LM, Mesa Restrepo SC, Moessner R, Morgan J, Muller H, Murphy DL, Naarden AL, Ochoa WC, Ophoff RA, Osiecki L, Pakstis AJ, Pato MT, Pato CN, Piacentini J, Pittenger C, Pollak Y, Rauch SL, Renner TJ, Reus VI, Richter MA, Riddle MA, Robertson MM, Romero R, Rosàrio MC, Rosenberg D, Rouleau GA, Ruhrmann S, Ruiz-Linares A, Sampaio AS, Samuels J, Sandor P, Sheppard B, Singer HS, Smit JH, Stein DJ, Strengman E, Tischfield JA, Valencia Duarte AV, Vallada H, Van Nieuwerburgh F, Veenstra-VanderWeele J, Walitza S, Wang Y, Wendland JR, Westenberg HGM, Shugart YY, Miguel EC, McMahon W, Wagner M, Nicolini H, Posthuma D, Hanna GL, Heutink P, Denys D, Arnold PD, Oostra BA, Nestadt G, Freimer NB, Pauls DL, Wray NR, Stewart SE, Mathews CA, Knowles JA, Cox NJ, Scharf JM. Partitioning the heritability of Tourette syndrome and obsessive compulsive disorder reveals differences in genetic architecture. PLoS Genet 2013; 9:e1003864. [PMID: 24204291 PMCID: PMC3812053 DOI: 10.1371/journal.pgen.1003864] [Show More Authors] [Citation(s) in RCA: 180] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2013] [Accepted: 08/21/2013] [Indexed: 11/18/2022] Open
Abstract
The direct estimation of heritability from genome-wide common variant data as implemented in the program Genome-wide Complex Trait Analysis (GCTA) has provided a means to quantify heritability attributable to all interrogated variants. We have quantified the variance in liability to disease explained by all SNPs for two phenotypically-related neurobehavioral disorders, obsessive-compulsive disorder (OCD) and Tourette Syndrome (TS), using GCTA. Our analysis yielded a heritability point estimate of 0.58 (se = 0.09, p = 5.64e-12) for TS, and 0.37 (se = 0.07, p = 1.5e-07) for OCD. In addition, we conducted multiple genomic partitioning analyses to identify genomic elements that concentrate this heritability. We examined genomic architectures of TS and OCD by chromosome, MAF bin, and functional annotations. In addition, we assessed heritability for early onset and adult onset OCD. Among other notable results, we found that SNPs with a minor allele frequency of less than 5% accounted for 21% of the TS heritability and 0% of the OCD heritability. Additionally, we identified a significant contribution to TS and OCD heritability by variants significantly associated with gene expression in two regions of the brain (parietal cortex and cerebellum) for which we had available expression quantitative trait loci (eQTLs). Finally we analyzed the genetic correlation between TS and OCD, revealing a genetic correlation of 0.41 (se = 0.15, p = 0.002). These results are very close to previous heritability estimates for TS and OCD based on twin and family studies, suggesting that very little, if any, heritability is truly missing (i.e., unassayed) from TS and OCD GWAS studies of common variation. The results also indicate that there is some genetic overlap between these two phenotypically-related neuropsychiatric disorders, but suggest that the two disorders have distinct genetic architectures.
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Affiliation(s)
- Lea K. Davis
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Dongmei Yu
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
| | - Clare L. Keenan
- Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
- Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America
| | - Eric R. Gamazon
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Anuar I. Konkashbaev
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Eske M. Derks
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Benjamin M. Neale
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Jian Yang
- The University of Queensland, Diamantina Institute, Queensland, Australia
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - S. Hong Lee
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - Patrick Evans
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Cathy L. Barr
- The Toronto Western Research Institute, University Health Network, Toronto, Ontario, Canada
- The Hospital for Sick Children, Toronto, Ontario, Canada
| | | | - Fortu Benarroch
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | | | - Oscar J. Bienvenu
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Michael H. Bloch
- Department of Psychiatry, Yale University, New Haven, Connecticut, United States of America
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Rianne M. Blom
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Ruth D. Bruun
- North Shore-Long Island Jewish Medical Center, Manhasset, New York, United States of America
- New York University Medical Center, New York, New York, United States of America
| | - Cathy L. Budman
- North Shore-Long Island Jewish Health System, Manhasset, New York, United States of America
- Hofstra University School of Medicine, Hempstead, New York, United States of America
| | - Beatriz Camarena
- Instituto Nacional de Psiquiatría Ramon de la Fuente Muñiz, Mexico City, Mexico
| | - Desmond Campbell
- University College London, London, United Kingdom
- Department of Psychiatry, University of Hong Kong, Hong Kong, China
| | - Carolina Cappi
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Danielle C. Cath
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
- Department of Clinical & Health Psychology, Utrecht University, Utrecht, The Netherlands
- Altrecht Academic Anxiety Center, Utrecht, The Netherlands
| | | | - Denise A. Chavira
- Department of Psychology, University of California Los Angeles, Los Angeles, California, United States of America
- Department of Psychiatry, University of California San Diego, La Jolla, California, United States of America
| | | | - David V. Conti
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Edwin H. Cook
- Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Vladimir Coric
- Department of Psychiatry, Yale University, New Haven, Connecticut, United States of America
| | - Bernadette A. Cullen
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Dieter Deforce
- Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
| | - Richard Delorme
- Human Genetics and Cognitive Functions, Institut Pasteur, Paris, France
- Fondation Fondamental, French National Science Foundation, Creteil, France
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
| | - Yves Dion
- Department of Psychiatry, University of Montreal, Montreal, Quebec, Canada
| | - Christopher K. Edlund
- Department of Preventative Medicine, Division of Biostatistics, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Karin Egberts
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy, University of Munich, Munich, Germany
| | - Thomas V. Fernandez
- Child Study Center, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Patience J. Gallagher
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Helena Garrido
- Clinica Herrera Amighetti, Avenida Escazú, San José, Costa Rica
| | - Daniel Geller
- OCD Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | | | - Hans J. Grabe
- Department of Psychiatry and Psychotherapy, Helios-Hospital Stralsund, University Medicine Greifswald, Greifswald, Germany
| | - Marco A. Grados
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Benjamin D. Greenberg
- Department of Psychiatry and Human Behavior, Brown Medical School, Butler Hospital, Providence, Rhode Island, United States of America
| | - Varda Gross-Tsur
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Stephen Haddad
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Gary A. Heiman
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, New Jersey, United States of America
| | - Sian M. J. Hemmings
- Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Ana G. Hounie
- Department of Psychiatry, Faculdade de Medicina da Universidade de Säo Paulo, Brazil
| | - Cornelia Illmann
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Joseph Jankovic
- Parkinson's Disease Center and Movement Disorders Clinic, Department of Neurology, Baylor College of Medicine, Houston, Texas, United States of America
| | - Michael A. Jenike
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - James L. Kennedy
- Neurogenetics Section, Centre for Addiction and Mental Health, Toronto, Ontario, Canada
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
| | - Robert A. King
- Yale Child Study Center, Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | | | - Roger Kurlan
- Atlantic Neuroscience Institute, Overlook Hospital, Summit, New Jersey, United States of America
| | | | - Marion Leboyer
- Fondation Fondamental, French National Science Foundation, Creteil, France
- AP-HP, Robert Debré Hospital, Department of Child and Adolescent Psychiatry, Paris, France
- Institut Mondor de Recherche Biomédicale, Psychiatric Genetics, Créteil, France
| | - James F. Leckman
- Child Study Center, Psychiatry, Pediatrics and Psychology, Yale University, New Haven, Connecticut, United States of America
| | - Leonhard Lennertz
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Chunyu Liu
- Department of Psychiatry, Institute of Human Genetics, University of Illinois at Chicago, Chicago, Illinois, United States of America
| | - Christine Lochner
- MRC Unit on Anxiety & Stress Disorders, Department of Psychiatry, University of Stellenbosch, Stellenbosch, South Africa
| | - Thomas L. Lowe
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), Irvine, California, United States of America
| | - James T. McCracken
- Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine (UCI), Irvine, California, United States of America
| | - Lauren M. McGrath
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | | | - Rainald Moessner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Jubel Morgan
- University of Utah, Salt Lake City, Utah, United States of America
| | - Heike Muller
- University College London, London, United Kingdom
| | - Dennis L. Murphy
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Allan L. Naarden
- Department of Clinical Research, Medical City Dallas Hospital, Dallas, Texas, United States of America
| | | | - Roel A. Ophoff
- Department of Psychiatry, Rudolf Magnus Institute of Neuroscience, University Medical Center, Utrecht, The Netherlands
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, United States of America
| | - Lisa Osiecki
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Andrew J. Pakstis
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Michele T. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Carlos N. Pato
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - John Piacentini
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, David Geffen School of Medicine, Los Angeles, California, United States of America
| | - Christopher Pittenger
- Departments of Psychiatry and Psychology and the Child Study Center, Yale University, New Haven, Connecticut, United States of America
| | - Yehuda Pollak
- Neuropediatric Unit, Shaare Zedek Medical Center, Jerusalem, Israel
| | - Scott L. Rauch
- Partners Psychiatry and McLean Hospital, Boston, Massachusetts, United States of America
| | - Tobias J. Renner
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany
| | - Victor I. Reus
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Margaret A. Richter
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Frederick W. Thompson Anxiety Disorders Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Mark A. Riddle
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Mary M. Robertson
- University College London, London, United Kingdom
- St George's Hospital and Medical School, London, United Kingdom
| | | | - Maria C. Rosàrio
- Child and Adolescent Psychiatry Unit (UPIA), Department of Psychiatry, Federal University of São Paulo, São Paulo, Brazil
| | - David Rosenberg
- Department of Psychiatry & Behavioral Neurosciences, Wayne State University and the Detroit Medical Center, Detroit, Michigan, United States of America
| | - Guy A. Rouleau
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Stephan Ruhrmann
- Department of Psychiatry and Psychotherapy, University of Cologne, Cologne, Germany
| | | | - Aline S. Sampaio
- Department of Psychiatry, Faculdade de Medicina da Universidade de Säo Paulo, Brazil
- University Health Care Services - SMURB, Universidade Federal da Bahia, Salvador, Bahia, Brazil
| | - Jack Samuels
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Paul Sandor
- Department of Psychiatry, University of Toronto and University Health Network, Toronto Western Research Institute and Youthdale Treatment Centers, Toronto, Ontario, Canada
| | - Brooke Sheppard
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - Harvey S. Singer
- Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Jan H. Smit
- Department of Psychiatry, VU University Medical Center, Amsterdam, The Netherlands
| | - Dan J. Stein
- University of Cape Town, Cape Town, South Africa
| | - E. Strengman
- Department of Medical Genetics, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jay A. Tischfield
- Department of Genetics, Human Genetics Institute of New Jersey, Rutgers University, Piscataway, New Jersey, United States of America
| | | | - Homero Vallada
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | | | - Jeremy Veenstra-VanderWeele
- Departments of Psychiatry, Pediatrics, and Pharmacology, Kennedy Center for Research on Human Development, and Brain Institute, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Susanne Walitza
- Department of Child and Adolescent Psychiatry, University of Zurich, Zurich, Switzerland
- Department of Child and Adolescent Psychiatry, University of Würzburg, Würzburg, Germany
| | - Ying Wang
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Jens R. Wendland
- Laboratory of Clinical Science, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Herman G. M. Westenberg
- Department of Psychiatry, Academic Medical Center and Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Yin Yao Shugart
- Unit on Statistical Genomics, NIMH Intramural Research Program, Bethesda, Maryland, United States of America
| | - Euripedes C. Miguel
- Department of Psychiatry, University of São Paulo Medical School, São Paulo, Brazil
| | - William McMahon
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, United States of America
| | - Michael Wagner
- Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany
| | - Humberto Nicolini
- National Institute of Genomic Medicine-SAP, Carracci Medical Group, Mexico City, Mexico
| | - Danielle Posthuma
- Department of Functional Genomics, Center for Neurogenomics and Cognitive Research, Neuroscience Campus Amsterdam, VU University Amsterdam, De Boelelaan, Amsterdam, The Netherlands
- Department of Clinical Genetics, VU Medical Centre, De Boelelaan, Amsterdam, The Netherlands
- Department of Child and Adolescent Psychiatry, Erasmus University Medical Centre, Rotterdam, The Netherlands
| | - Gregory L. Hanna
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Peter Heutink
- Section of Medical Genomics, Department of Clinical Genetics, VU University Medical Center Amsterdam, The Netherlands
- German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Damiaan Denys
- Department of Psychiatry, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
- Netherlands Institute for Neuroscience, an Institute of the Royal Netherlands Academy of Arts and Sciences (NIN-KNAW), Amsterdam, The Netherlands
| | - Paul D. Arnold
- Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada
- Program in Genetics and Genome Biology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Ben A. Oostra
- Department of Clinical Genetics, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Gerald Nestadt
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Nelson B. Freimer
- Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, California, United States of America
| | - David L. Pauls
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Naomi R. Wray
- The University of Queensland, Queensland Brain Institute, Queensland, Australia
| | - S. Evelyn Stewart
- Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- British Columbia Mental Health and Addictions Research Institute, University of British Columbia, Vancouver, British Columbia, Canada
| | - Carol A. Mathews
- Department of Psychiatry, University of California at San Francisco, San Francisco, California, United States of America
| | - James A. Knowles
- Department of Psychiatry and the Behavioral Sciences, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
| | - Nancy J. Cox
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
| | - Jeremiah M. Scharf
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Department of Psychiatry, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, United States of America
- Stanley Center for Psychiatric Research, Broad Institute of Harvard and MIT, Cambridge, Massachusetts, United States of America
- Division of Cognitive and Behavioral Neurology, Brigham and Womens Hospital, Boston, Massachusetts, United States of America
- Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, United States of America
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A blind re-analysis of the Iowa family study of obsessive-compulsive disorder. Psychiatry Res 2013; 209:202-6. [PMID: 23676614 DOI: 10.1016/j.psychres.2013.04.013] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2012] [Revised: 02/18/2013] [Accepted: 04/09/2013] [Indexed: 11/24/2022]
Abstract
We present results from a re-analysis of the Iowa family study of obsessive-compulsive disorder (OCD) that previously concluded the disorder was not familial. These conclusions were based on Diagnostic Interview Schedule results of first-degree relatives (FDRs) and not a best estimate diagnosis (BED). For the re-analysis we reviewed raw data on OCD and control probands and their FDRs. Relatives had been assessed through structured interviews, validated questionnaires, family history, and medical records in some cases. BEDs were assigned through a blind consensus procedure employing DSM-IV criteria. The data were analyzed using logistic regression with generalized estimating equations to account for within family correlations. BEDs were assigned to 32 OCD probands, 31 control probands, and 352 FDRs, including 249 FDRs who were interviewed directly and 103 FDRs who were unavailable or deceased. Lifetime prevalence of definite/probable OCD was significantly higher in the FDRs of OCD probands than controls (10.7% vs. 3.8%, OR=3.04, p=0.026). FDRs of OCD probands had significantly higher rates of depressive illness than relatives of controls. Depression of any type in relatives was predicted by the proband's depression history. We conclude that OCD is familial. The re-analysis highlights the importance of the BED procedure in family studies.
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Stewart SE, Yu D, Scharf JM, Neale BM, Fagerness JA, Mathews CA, Arnold PD, Evans PD, Gamazon ER, Davis LK, Osiecki L, McGrath L, Haddad S, Crane J, Hezel D, Illman C, Mayerfeld C, Konkashbaev A, Liu C, Pluzhnikov A, Tikhomirov A, Edlund CK, Rauch SL, Moessner R, Falkai P, Maier W, Ruhrmann S, Grabe HJ, Lennertz L, Wagner M, Bellodi L, Cavallini MC, Richter MA, Cook EH, Kennedy JL, Rosenberg D, Stein DJ, Hemmings SMJ, Lochner C, Azzam A, Chavira DA, Fournier E, Garrido H, Sheppard B, Umaña P, Murphy DL, Wendland JR, Veenstra-VanderWeele J, Denys D, Blom R, Deforce D, Van Nieuwerburgh F, Westenberg HGM, Walitza S, Egberts K, Renner T, Miguel EC, Cappi C, Hounie AG, Conceição do Rosário M, Sampaio AS, Vallada H, Nicolini H, Lanzagorta N, Camarena B, Delorme R, Leboyer M, Pato CN, Pato MT, Voyiaziakis E, Heutink P, Cath DC, Posthuma D, Smit JH, Samuels J, Bienvenu OJ, Cullen B, Fyer AJ, Grados MA, Greenberg BD, McCracken JT, Riddle MA, Wang Y, Coric V, Leckman JF, Bloch M, Pittenger C, Eapen V, Black DW, Ophoff RA, Strengman E, Cusi D, Turiel M, Frau F, Macciardi F, Gibbs JR, Cookson MR, Singleton A, Hardy J, Crenshaw AT, et alStewart SE, Yu D, Scharf JM, Neale BM, Fagerness JA, Mathews CA, Arnold PD, Evans PD, Gamazon ER, Davis LK, Osiecki L, McGrath L, Haddad S, Crane J, Hezel D, Illman C, Mayerfeld C, Konkashbaev A, Liu C, Pluzhnikov A, Tikhomirov A, Edlund CK, Rauch SL, Moessner R, Falkai P, Maier W, Ruhrmann S, Grabe HJ, Lennertz L, Wagner M, Bellodi L, Cavallini MC, Richter MA, Cook EH, Kennedy JL, Rosenberg D, Stein DJ, Hemmings SMJ, Lochner C, Azzam A, Chavira DA, Fournier E, Garrido H, Sheppard B, Umaña P, Murphy DL, Wendland JR, Veenstra-VanderWeele J, Denys D, Blom R, Deforce D, Van Nieuwerburgh F, Westenberg HGM, Walitza S, Egberts K, Renner T, Miguel EC, Cappi C, Hounie AG, Conceição do Rosário M, Sampaio AS, Vallada H, Nicolini H, Lanzagorta N, Camarena B, Delorme R, Leboyer M, Pato CN, Pato MT, Voyiaziakis E, Heutink P, Cath DC, Posthuma D, Smit JH, Samuels J, Bienvenu OJ, Cullen B, Fyer AJ, Grados MA, Greenberg BD, McCracken JT, Riddle MA, Wang Y, Coric V, Leckman JF, Bloch M, Pittenger C, Eapen V, Black DW, Ophoff RA, Strengman E, Cusi D, Turiel M, Frau F, Macciardi F, Gibbs JR, Cookson MR, Singleton A, Hardy J, Crenshaw AT, Parkin MA, Mirel DB, Conti DV, Purcell S, Nestadt G, Hanna GL, Jenike MA, Knowles JA, Cox N, Pauls DL. Genome-wide association study of obsessive-compulsive disorder. Mol Psychiatry 2013; 18:788-798. [PMID: 22889921 PMCID: PMC4218751 DOI: 10.1038/mp.2012.85] [Show More Authors] [Citation(s) in RCA: 226] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2012] [Revised: 05/03/2012] [Accepted: 05/07/2012] [Indexed: 02/07/2023]
Abstract
Obsessive-compulsive disorder (OCD) is a common, debilitating neuropsychiatric illness with complex genetic etiology. The International OCD Foundation Genetics Collaborative (IOCDF-GC) is a multi-national collaboration established to discover the genetic variation predisposing to OCD. A set of individuals affected with DSM-IV OCD, a subset of their parents, and unselected controls, were genotyped with several different Illumina SNP microarrays. After extensive data cleaning, 1465 cases, 5557 ancestry-matched controls and 400 complete trios remained, with a common set of 469,410 autosomal and 9657 X-chromosome single nucleotide polymorphisms (SNPs). Ancestry-stratified case-control association analyses were conducted for three genetically-defined subpopulations and combined in two meta-analyses, with and without the trio-based analysis. In the case-control analysis, the lowest two P-values were located within DLGAP1 (P=2.49 × 10(-6) and P=3.44 × 10(-6)), a member of the neuronal postsynaptic density complex. In the trio analysis, rs6131295, near BTBD3, exceeded the genome-wide significance threshold with a P-value=3.84 × 10(-8). However, when trios were meta-analyzed with the case-control samples, the P-value for this variant was 3.62 × 10(-5), losing genome-wide significance. Although no SNPs were identified to be associated with OCD at a genome-wide significant level in the combined trio-case-control sample, a significant enrichment of methylation QTLs (P<0.001) and frontal lobe expression quantitative trait loci (eQTLs) (P=0.001) was observed within the top-ranked SNPs (P<0.01) from the trio-case-control analysis, suggesting these top signals may have a broad role in gene expression in the brain, and possibly in the etiology of OCD.
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Affiliation(s)
- S E Stewart
- Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetics Research, Harvard Medical School, Boston, MA 02114, USA.
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Stewart SE, Mayerfeld C, Arnold PD, Crane JR, O'Dushlaine C, Fagerness JA, Yu D, Scharf JM, Chan E, Kassam F, Moya PR, Wendland JR, Delorme R, Richter MA, Kennedy JL, Veenstra-VanderWeele J, Samuels J, Greenberg BD, McCracken JT, Knowles JA, Fyer AJ, Rauch SL, Riddle MA, Grados MA, Bienvenu OJ, Cullen B, Wang Y, Shugart YY, Piacentini J, Rasmussen S, Nestadt G, Murphy DL, Jenike MA, Cook EH, Pauls DL, Hanna GL, Mathews CA. Meta-analysis of association between obsessive-compulsive disorder and the 3' region of neuronal glutamate transporter gene SLC1A1. Am J Med Genet B Neuropsychiatr Genet 2013; 162B:367-79. [PMID: 23606572 DOI: 10.1002/ajmg.b.32137] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2012] [Accepted: 01/15/2013] [Indexed: 12/12/2022]
Abstract
The neuronal glutamate transporter gene SLC1A1 is a candidate gene for obsessive-compulsive disorder (OCD) based on linkage studies and convergent evidence implicating glutamate in OCD etiology. The 3' end of SLC1A1 is the only genomic region with consistently demonstrated OCD association, especially when analyzing male-only probands. However, specific allele associations have not been consistently replicated, and recent OCD genome-wide association and meta-analysis studies have not incorporated all previously associated SLC1A1 SNPs. To clarify the nature of association between SLC1A1 and OCD, pooled analysis was performed on all available relevant raw study data, comprising a final sample of 815 trios, 306 cases and 634 controls. This revealed weak association between OCD and one of nine tested SLC1A1 polymorphisms (rs301443; uncorrected P = 0.046; non-significant corrected P). Secondary analyses of male-affecteds only (N = 358 trios and 133 cases) demonstrated modest association between OCD and a different SNP (rs12682807; uncorrected P = 0.012; non-significant corrected P). Findings of this meta-analysis are consistent with the trend of previous candidate gene studies in psychiatry and do not clarify the putative role of SLC1A1 in OCD pathophysiology. Nonetheless, it may be important to further examine the potential associations demonstrated in this amalgamated sample, especially since the SNPs with modest associations were not included in the more highly powered recent GWAS or in a past meta-analysis including five SLC1A1 polymorphisms. This study underscores the need for much larger sample sizes in future genetic association studies and suggests that next-generation sequencing may be beneficial in examining the potential role of rare variants in OCD.
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Affiliation(s)
- S E Stewart
- McLean Hospital, Belmont, Massachusetts, USA.
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25
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Wu H, Wang X, Xiao Z, Yu S, Zhu L, Wang D, Jiang K, Wang Z, Zhang T, Fralick D. Association Between SLC1A1 Gene and Early-Onset OCD in the Han Chinese Population: A Case–Control Study. J Mol Neurosci 2013; 50:353-9. [DOI: 10.1007/s12031-013-9995-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2012] [Accepted: 03/04/2013] [Indexed: 10/27/2022]
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26
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Carrasco M, Harbin SM, Nienhuis JK, Fitzgerald KD, Gehring WJ, Hanna GL. Increased error-related brain activity in youth with obsessive-compulsive disorder and unaffected siblings. Depress Anxiety 2013; 30:39-46. [PMID: 23225541 DOI: 10.1002/da.22035] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2012] [Revised: 10/29/2012] [Accepted: 11/09/2012] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND The pathophysiology of obsessive-compulsive disorder (OCD) involves increased activity in cortico-striatal circuits connecting the anterior cingulate cortex (ACC) with other brain regions. The error-related negativity (ERN) is a negative deflection in the event-related potential following an erroneous response and is thought to reflect ACC activity. This study was done to assess the ERN as a biomarker for OCD by comparing ERN amplitudes in pediatric OCD patients, unaffected siblings of pediatric OCD patients, and healthy controls. METHODS The ERN and correct response negativity (CRN) were measured during an Eriksen flanker task to assess performance monitoring in 40 youth with a lifetime diagnosis of OCD, 19 unaffected siblings of OCD patients, and 40 unrelated healthy comparison subjects ranging in age from 10 to 17 years. ERN and CRN amplitudes were compared between groups using linear regression by the generalized estimating equation method to account for correlated data. RESULTS Compared to healthy controls, ERN amplitude was significantly increased in both pediatric OCD patients and unaffected siblings. There were no significant group differences in CRN amplitude. ERN amplitude in patients was unrelated to OCD symptom severity, current diagnostic status, or treatment effects. CONCLUSIONS Increased error-related brain potentials were observed not only in pediatric OCD patients but also in unaffected siblings. The results provide evidence that enhanced error-related brain activity may serve as a biomarker for OCD in youth that is independent of the presence of clinical symptoms. The ERN may be a useful quantitative phenotype in genetic studies of OCD.
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Affiliation(s)
- Melisa Carrasco
- Neuroscience Graduate Program, University of Michigan, Ann Arbor, MI 48109, USA
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Mathews CA, Badner JA, Andresen JM, Sheppard B, Himle JA, Grant JE, Williams KA, Chavira DA, Azzam A, Schwartz M, Reus VI, Kim SW, Cook EH, Hanna GL. Genome-wide linkage analysis of obsessive-compulsive disorder implicates chromosome 1p36. Biol Psychiatry 2012; 72:629-36. [PMID: 22633946 PMCID: PMC3437244 DOI: 10.1016/j.biopsych.2012.03.037] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2011] [Revised: 03/20/2012] [Accepted: 03/31/2012] [Indexed: 02/09/2023]
Abstract
BACKGROUND Obsessive-compulsive disorder (OCD) has a complex etiology involving both genetic and environmental factors. However, the genetic causes of OCD are largely unknown, despite the identification of several promising candidate genes and linkage regions. METHODS Our objective was to conduct genetic linkage studies of the type of OCD thought to have the strongest genetic etiology (i.e., childhood-onset OCD), in 33 Caucasian families with ≥2 childhood-onset OCD-affected individuals from the United States (n = 245 individuals with genotype data). Parametric and nonparametric genome-wide linkage analyses were conducted with Morgan and Merlin in these families using a selected panel of single nucleotide repeat polymorphisms from the Illumina 610-Quad Bead Chip. The initial analyses were followed by fine-mapping analyses in genomic regions with initial heterogeneity logarithm of odds (HLOD) scores of ≥2.0. RESULTS We identified five areas of interest (HLOD score ≥2) on chromosomes 1p36, 2p14, 5q13, 6p25, and 10p13. The strongest result was on chromosome 1p36.33-p36.32 (HLOD = 3.77, suggestive evidence for linkage after fine mapping). At this location, several of the families showed haplotypes co-segregating with OCD. CONCLUSIONS The results of this study represent the strongest linkage finding for OCD in a primary analysis to date and suggest that chromosome 1p36, and possibly several other genomic regions, may harbor susceptibility loci for OCD. Multiple brain-expressed genes lie under the primary linkage peak (approximately 4 megabases in size). Follow-up studies, including replication in additional samples and targeted sequencing of the areas of interest, are needed to confirm these findings and to identify specific OCD risk variants.
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Affiliation(s)
- Carol A. Mathews
- Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | - Judith A. Badner
- Department of Psychiatry, University of Chicago, Chicago, Illinois
| | | | - Brooke Sheppard
- Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | - Joseph A. Himle
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan,School of Social Work, University of Michigan, Ann Arbor, Michigan
| | - Jon E. Grant
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - Kyle A Williams
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - Denise A. Chavira
- Department of Psychiatry, University of California, San Diego, La Jolla, California
| | - Amin Azzam
- Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | - Maxine Schwartz
- Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | - Victor I. Reus
- Department of Psychiatry, University of California, San Francisco, San Francisco, California
| | - Suck Won Kim
- Department of Psychiatry, University of Minnesota, Minneapolis, Minnesota
| | - Edwin H. Cook
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois
| | - Gregory L. Hanna
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan
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Abstract
This article reviews the familiality, linkage, candidate gene, and genomewide association studies of obsessive-compulsive disorder, panic disorder, posttraumatic stress disorder, and other anxiety disorders (ie, generalized anxiety disorder, separation anxiety disorder, social phobia, and specific phobia). Studies involving children and adolescents are highlighted. Clinical and research implications are discussed.
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Affiliation(s)
- Dara J Sakolsky
- Department of Psychiatry, University of Pittsburgh, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, Bellefield Towers, Room 515, 100 North Bellefield Avenue, Pittsburgh, PA 15213, USA.
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