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Patel S, Sharma D, Uniyal A, Gadepalli A, Tiwari V. Recent advancements in biomarker research in schizophrenia: mapping the road from bench to bedside. Metab Brain Dis 2022; 37:2197-2211. [PMID: 35239143 DOI: 10.1007/s11011-022-00926-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 02/04/2022] [Indexed: 10/19/2022]
Abstract
Schizophrenia (SZ) is a severe progressive neurodegenerative as well as disruptive behavior disorder affecting innumerable people throughout the world. The discovery of potential biomarkers in the clinical scenario would lead to the development of effective methods of diagnosis and would provide an understanding of the prognosis of the disease. Moreover, breakthrough inventions for the treatment and prevention of this mysterious disease could evolve as a result of a thorough understanding of the clinical biomarkers. In this review, we have discussed about specific biomarkers of SZ an emphasis has been laid to delineate (1) diagnostic biomarkers like neuroimmune biomarkers, metabolic biomarkers, oligodendrocyte biomarkers and biomarkers of negative and cognitive symptoms, (2) therapeutic biomarkers like various neurotransmitter systems and (3) prognostic biomarkers. All the biomarkers were evaluated in drug-naïve (at least for 4 weeks) patients in order to achieve a clear comparison between schizophrenic patients and healthy controls. Also, an attempt has been made to elucidate the potential genes which serve as predictors and tools for the determination of biomarkers and would ultimately help in the prevention and treatment of this deadly illness.
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Affiliation(s)
- Shivangi Patel
- Department of Pharmacology, Bombay College of Pharmacy, 400098, Mumbai, India
| | - Dilip Sharma
- Rutgers New Jersey Medical School, 07103, Newark, NJ, United States
| | - Ankit Uniyal
- Department of Pharmaceutical Engineering, Indian Institute of Technology (Banaras Hindu University), 221005, Varanasi, U.P, India
| | - Anagha Gadepalli
- Department of Pharmaceutical Engineering, Indian Institute of Technology (Banaras Hindu University), 221005, Varanasi, U.P, India
| | - Vinod Tiwari
- Department of Pharmaceutical Engineering, Indian Institute of Technology (Banaras Hindu University), 221005, Varanasi, U.P, India.
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2
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Yue W, Huang H, Duan J. Potential diagnostic biomarkers for schizophrenia. MEDICAL REVIEW (BERLIN, GERMANY) 2022; 2:385-416. [PMID: 37724326 PMCID: PMC10388817 DOI: 10.1515/mr-2022-0009] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 06/20/2022] [Indexed: 09/20/2023]
Abstract
Schizophrenia (SCH) is a complex and severe mental disorder with high prevalence, disability, mortality and carries a heavy disease burden, the lifetime prevalence of SCH is around 0.7%-1.0%, which has a profound impact on the individual and society. In the clinical practice of SCH, key problems such as subjective diagnosis, experiential treatment, and poor overall prognosis are still challenging. In recent years, some exciting discoveries have been made in the research on objective biomarkers of SCH, mainly focusing on genetic susceptibility genes, metabolic indicators, immune indices, brain imaging, electrophysiological characteristics. This review aims to summarize the biomarkers that may be used for the prediction and diagnosis of SCH.
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Affiliation(s)
- Weihua Yue
- Institute of Mental Health, Peking University Sixth Hospital, Beijing, China
- National Clinical Research Center for Mental Disorders & NHC Key Laboratory of Mental Health (Peking University) and Chinese Academy of Medical Sciences Research Unit, Beijing, China
- PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China
- Chinese Institute for Brain Research, Beijing, China
| | - Hailiang Huang
- Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
- Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Jubao Duan
- Center for Psychiatric Genetics, NorthShore University Health System, Evanston, IL, USA
- Department of Psychiatry and Behavioral Neurosciences, University of Chicago, Chicago, IL, USA
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3
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Lin CC, Su H, Shiea J, Huang TL. Isobaric Tags for Relative and Absolute Quantitation Identification of Blood Proteins Relevant to Paroxetine Response in Patients With Major Depressive Disorder. Front Psychiatry 2022; 13:577857. [PMID: 35509884 PMCID: PMC9058070 DOI: 10.3389/fpsyt.2022.577857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 03/24/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Isobaric tags for relative and absolute quantitation (iTRAQ) is a proteomic investigation that could be utilized for rapid identification and quantification of proteins, which we would use to identify differentially expressed proteins in treatment responsive patients with major depressive disorder (MDD). METHODS Six treatment responsive patients of MDD were recruited, and their peripheral blood mononuclear cell (PBMC) were collected before and after 4 weeks of paroxetine treatment. iTRAQ and Mascot search engine were used to detect differentially expressed proteins, which were then validated by Western blot. RESULTS Two thousand one hundred and fifty three proteins were screened, and seven proteins showed differences of more than two-fold and 62 proteins with a differences of less than two-fold. Six proteins with commercially available antibodies were identified, and were validated by Western blot in 10 paroxetine responsive MDD patients. Putative hydroxypyruvate isomerase (HYI), eukaryotic translation initiation factor 4H (eIF4H), and RNA binding motif 8A (RBM8A) had statistically significant differences before and after treatment in the validation. Data are available via ProteomeXchange with identifier PXD028947. CONCLUSIONS By using iTRAQ and Western blot, we were able to identify HYI, eIF4H, and RAM8a to be the potential predictors of paroxetine treatment response in patients with MDD. This finding could help establish future individualized medicine.
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Affiliation(s)
- Chin-Chuen Lin
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hung Su
- Department of Chemistry, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Jentaie Shiea
- Department of Chemistry, National Sun Yat-sen University, Kaohsiung, Taiwan
| | - Tiao-Lai Huang
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of Medicine, Kaohsiung, Taiwan.,Genomic and Proteomic Core Laboratory, Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan
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Lin CH, Su H, Hung CC, Lane HY, Shiea J. Characterization of Potential Protein Biomarkers for Major Depressive Disorder Using Matrix-Assisted Laser Desorption Ionization/Time-of-Flight Mass Spectrometry. Molecules 2021; 26:4457. [PMID: 34361610 PMCID: PMC8348063 DOI: 10.3390/molecules26154457] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/21/2021] [Accepted: 07/22/2021] [Indexed: 12/16/2022] Open
Abstract
Matrix-assisted laser desorption ionization/time-of-flight (MALDI-TOF) mass spectrometry is a sensitive analytical tool for characterizing various biomolecules in biofluids. In this study, MALDI-TOF was used to characterize potential plasma biomarkers for distinguishing patients with major depressive disorder (MDD) from patients with schizophrenia and healthy controls. To avoid interference from albumin-the predominant protein in plasma-the plasma samples were pretreated using acid hydrolysis. The results obtained by MALDI-TOF were also validated by electrospray ionization-quadrupole time-of-flight (ESI-QTOF) mass spectrometry. The analytical results were further treated with principal component analysis (PCA), hierarchical clustering analysis (HCA), and receiver operating characteristic (ROC) curve analysis. The statistical analyses showed that MDD patients could be distinguished from schizophrenia patients and healthy controls by the lack of apolipoprotein C1 (Apo C1), which, in fact, was detected in healthy controls and schizophrenia patients. This protein is suggested to be a potential plasma biomarker for distinguishing MDD patients from healthy controls and schizophrenia patients. Since sample preparation for MALDI-TOF is very simple, high-throughput plasma apolipoprotein analysis for clinical purposes is feasible.
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Affiliation(s)
- Chieh-Hsin Lin
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Kaohsiung 833401, Taiwan;
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404332, Taiwan
- School of Medicine, Chang Gung University, Taoyuan 333323, Taiwan
| | - Hung Su
- Department of Chemistry, National Sun Yat-Sen University, Kaohsiung 804351, Taiwan;
| | - Chung-Chieh Hung
- Department of Psychiatry & Brain Disease Research Center, China Medical University and Hospital, Taichung 404332, Taiwan;
| | - Hsien-Yuan Lane
- Graduate Institute of Biomedical Sciences, China Medical University, Taichung 404332, Taiwan
- Department of Psychiatry & Brain Disease Research Center, China Medical University and Hospital, Taichung 404332, Taiwan;
- Department of Psychology, College of Medical and Health Sciences, Asia University, Taichung 413305, Taiwan
| | - Jentaie Shiea
- Department of Chemistry, National Sun Yat-Sen University, Kaohsiung 804351, Taiwan;
- Department of Medicinal and Applied Chemistry, Kaohsiung Medical University, Kaohsiung 807378, Taiwan
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Alvarez-Herrera S, Escamilla R, Medina-Contreras O, Saracco R, Flores Y, Hurtado-Alvarado G, Maldonado-García JL, Becerril-Villanueva E, Pérez-Sánchez G, Pavón L. Immunoendocrine Peripheral Effects Induced by Atypical Antipsychotics. Front Endocrinol (Lausanne) 2020; 11:195. [PMID: 32373066 PMCID: PMC7186385 DOI: 10.3389/fendo.2020.00195] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 03/18/2020] [Indexed: 12/15/2022] Open
Abstract
Atypical antipsychotics (AAP) or second-generation antipsychotics are the clinical option for schizophrenia treatment during acute psychoses, but they are also indicated for maintenance during lifetime, even though they are being used for other psychiatric conditions in clinical practice such as affective disorders and autism spectrum disorder, among others. These drugs are differentiated from typical antipsychotics based on their clinical profile and are a better choice because they cause fewer side effects regarding extrapyramidal symptoms (EPS). Even though they provide clear therapeutic benefits, AAP induce peripheral effects that trigger phenotypic, functional, and systemic changes outside the Central Nervous System (CNS). Metabolic disease is frequently associated with AAP and significantly impacts the patient's quality of life. However, other peripheral changes of clinical relevance are present during AAP treatment, such as alterations in the immune and endocrine systems as well as the intestinal microbiome. These less studied alterations also have a significant impact in the patient's health status. This manuscript aims to revise the peripheral immunological, endocrine, and intestinal microbiome changes induced by AAP consumption recommended in the clinical guidelines for schizophrenia and other psychiatric disorders.
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Affiliation(s)
- Samantha Alvarez-Herrera
- Laboratorio de Psicoinmunología, Dirección de Investigaciones en Neurociencias del Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Raúl Escamilla
- Clínica de Esquizofrenia, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Oscar Medina-Contreras
- Laboratorio de Investigación en Inmunología y Proteómica, Hospital Infantil de México Federico Gómez, Ciudad de México, Mexico
| | - Ricardo Saracco
- Clínica de Esquizofrenia, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Yvonne Flores
- Clínica de Esquizofrenia, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Gabriela Hurtado-Alvarado
- Area of Neurosciences, Department of Biology of Reproduction, CBS, Universidad Autonoma Metropolitana-Iztapalapa, Mexico City, Mexico
| | - José Luis Maldonado-García
- Laboratorio de Psicoinmunología, Dirección de Investigaciones en Neurociencias del Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Enrique Becerril-Villanueva
- Laboratorio de Psicoinmunología, Dirección de Investigaciones en Neurociencias del Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Gilberto Pérez-Sánchez
- Laboratorio de Psicoinmunología, Dirección de Investigaciones en Neurociencias del Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
| | - Lenin Pavón
- Laboratorio de Psicoinmunología, Dirección de Investigaciones en Neurociencias del Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Ciudad de México, Mexico
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Lin CC, Huang TL. Brain-derived neurotrophic factor and mental disorders. Biomed J 2020; 43:134-142. [PMID: 32386841 PMCID: PMC7283564 DOI: 10.1016/j.bj.2020.01.001] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Revised: 01/21/2020] [Accepted: 01/21/2020] [Indexed: 12/26/2022] Open
Abstract
Brain-derived neurotrophic factor (BDNF) is a neurotrophin that modulates neuroplasticity in the brain, and is one of the most widely investigated molecule in psychiatric disorders. The researches of BDNF emcompassed the advance of investigative techniques of past decades. BDNF researches ranged from protein quantilization, to RNA expression measurements, to DNA sequencing, and lately but not lastly, epigenetic studies. In this review, we will briefly address findings on BDNF protein levels, mRNA expression, Val66Met polymorphism, and epigenetic modifications, in schizophrenia, major depressive disorder (MDD), and bipolar disorder.
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Affiliation(s)
- Chin-Chuen Lin
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Tiao-Lai Huang
- Department of Psychiatry, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan; Genomic and Proteomic Core Laboratory, Department of Medical Research, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan.
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Yang M, Zhou N, Zhang H, Kang G, Cao B, Kang Q, Li R, Zhu X, Rao W, Yu Q. Kininogen-1 as a protein biomarker for schizophrenia through mass spectrometry and genetic association analyses. PeerJ 2019; 7:e7327. [PMID: 31346501 PMCID: PMC6642793 DOI: 10.7717/peerj.7327] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 06/19/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Schizophrenia (SCZ) is a complex and severe mental illness. There is a lack of effective biomarkers for SCZ diagnosis. The aim of this study was to explore the possibility of using serum peptides for the diagnosis of SCZ as well as analyze the association of variants in genes coding for these peptides and SCZ. METHODS After bead-based fractionation, the matrix-assisted laser desorption ionization/time-of-flight mass spectrometry technique was used to identify peptides that showed different expressions between 166 SCZ patients and 201 healthy controls. Differentially expressed peptides were verified in a second set of samples (81 SCZ patients and 103 healthy controls). The association of SCZ and three tagSNPs selected in genes coding for differentially expressed peptides was performed in 1,126 SCZ patients and 1,168 controls. RESULTS The expression level of peptides with m/z 1,945.07 was significant lower in SCZ patients than in healthy controls (P < 0.000001). The peptide with m/z 1,945.07 was confirmed to be a fragment of Kininogen-1. In the verification tests, Kininogen-1 had a sensitivity of 95.1% and a specificity of 97.1% in SCZ prediction. Among the three tagSNPs (rs13037490, rs2983639, rs2983640) selected in the Cystatin 9 gene (CST9) which encodes peptides including Kininogen-1, tagSNP rs2983640 had its genotype distributions significantly different between SCZ patients and controls under different genetic models (P < 0.05). Haplotypes CG (rs2983639-rs2983640) and TCG (rs13037490-rs2983639-rs2983640) were significantly associated with SCZ (CG: OR = 1.21, 95% CI [1.02-1.44], P = 0.032; TCG: OR = 24.85, 95% CI [5.98-103.17], P < 0.0001). CONCLUSIONS The present study demonstrated that SCZ patients had decreased expression of Kininogen-1 and genetic variants in Kininogen-1 coding gene CST9 were significantly associated with SCZ. The findings from both protein and genetic association studies suggest that Kininogen-1 could be a biomarker of SCZ.
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Affiliation(s)
- Mingjia Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
| | - Na Zhou
- Department of Pharmacy, Hospital of Stomatology, Jilin University, Changchun, Jilin Province, China
| | - Huiping Zhang
- Department of Psychiatry and Medicine (Biomedical Genetics), Boston University School of Medicine, Boston, MA, USA
| | - Guojun Kang
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
| | - Bonan Cao
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
| | - Qi Kang
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
| | - Rixin Li
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
| | - Xiaojing Zhu
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
| | - Wenwang Rao
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
- Unit of Psychiatry, Faculty of Health Sciences, University of Macau, Macao, China
| | - Qiong Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, Changchun, Jilin Province, China
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Hamdani N, Bengoufa D, Godin O, Doukhan R, Le Guen E, Daban-Huard C, Bennabi M, Delavest M, Lépine JP, Boukouaci W, Laouamri H, Houenou J, Jamain S, Richard JR, Lecorvosier P, Yolken R, Rajagopal K, Leboyer M, Tamouza R. Immunoglobulin sub-class distribution in bipolar disorder and schizophrenia: potential relationship with latent Toxoplasma Gondii infection. BMC Psychiatry 2018; 18:239. [PMID: 30053866 PMCID: PMC6062947 DOI: 10.1186/s12888-018-1821-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 07/17/2018] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Immune dysfunction could play a significant role in the pathogenesis of bipolar disorder (BD) and schizophrenia (SZ), conditions with an underlying pro-inflammatory state. Studies on humoral immune responses (which reflects antibody mediated fight against pathogens) in schizophrenia and bipolar disorder are sparse and often providing contradictory results. The aim of this study was to assess humoral immunity in a group of stable bipolar disorder and schizophrenia patients compared to controls by determining total Immunoglobulins and IgG subclasses and to assess their association with latent Toxoplasma gondii and/or CMV infection. METHODS 334 subjects (124 BD, 75 SZ and 135 Healthy Controls [HC]) were included and tested for humoral immunity by determining the total immunoglobulins (IgG,A and M) and IgG subclasses (IgG1, IgG2, IgG3, IgG4) and their relationship with latent Toxoplasma gondii infection, an established risk factor for BD and SZ. RESULTS Although lower levels of IgG, IgG1, IgG2, IgG4 and IgA were found among BD as compared to HC and/or SZ, after adjustment for confounding variables, only low levels of IgG and IgG1 in BD remai- ned significant. Strikingly highest levels of antibodies to T. gondii (but not CMV) infection in BD and SZ were associated with lowest levels of IgG3 and IgG4 levels as compared to controls. CONCLUSIONS Schizophrenia and bipolar disorder patients with latent T. gondii specific infection may be more vulnerable to changes in immuno-inflammatory processes than controls with similar latent infectious state. Simultaneous sequential immunological monitoring both in steady state and active disease phases in the same BD and SZ patients are warranted to understand the role of Toxoplasma gondii latency in these disorders.
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Affiliation(s)
- Nora Hamdani
- Inserm U955, Team 15 «Genetic Psychiatry », F-94000, Creteil, France. .,AP-HP, DHU Pe-PSY, Paris Est Créteil University, Henri Mondor - Albert Chenevier, Group, psyChiatry, F-94000, Creteil, France. .,Fondation Fondamental, Scientific Cooperation Foundation, F-94010, Creteil, France.
| | - Djaouida Bengoufa
- 0000 0001 2217 0017grid.7452.4Jean Dausset Laboratory, LabEx Transplantex & INSERM, UMRS 1160 Saint Louis Hospital, Paris Diderot University, F75010 Paris, France
| | - Ophélia Godin
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France
| | - Raphaël Doukhan
- AP-HP, DHU Pe-PSY, Paris Est Créteil University, Henri Mondor - Albert Chenevier, Group, psyChiatry, F-94000 Creteil, France
| | - Emmanuel Le Guen
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,AP-HP, DHU Pe-PSY, Paris Est Créteil University, Henri Mondor - Albert Chenevier, Group, psyChiatry, F-94000 Creteil, France
| | - Claire Daban-Huard
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,AP-HP, DHU Pe-PSY, Paris Est Créteil University, Henri Mondor - Albert Chenevier, Group, psyChiatry, F-94000 Creteil, France ,grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France
| | - Meriem Bennabi
- 0000 0001 2217 0017grid.7452.4Jean Dausset Laboratory, LabEx Transplantex & INSERM, UMRS 1160 Saint Louis Hospital, Paris Diderot University, F75010 Paris, France
| | - Marine Delavest
- AP-HP, Paris Diderot University, Psychiatry, Lariboisiere Fernand Widal Hospital, F-75010 Paris, France
| | - Jean-Pierre Lépine
- AP-HP, Paris Diderot University, Psychiatry, Lariboisiere Fernand Widal Hospital, F-75010 Paris, France
| | - Wahid Boukouaci
- 0000 0001 2217 0017grid.7452.4Jean Dausset Laboratory, LabEx Transplantex & INSERM, UMRS 1160 Saint Louis Hospital, Paris Diderot University, F75010 Paris, France
| | - Hakim Laouamri
- grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France
| | - Josselin Houenou
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,AP-HP, DHU Pe-PSY, Paris Est Créteil University, Henri Mondor - Albert Chenevier, Group, psyChiatry, F-94000 Creteil, France ,grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France ,grid.457334.2CEA Saclay, Neurospin, Gif-Sur-Yvette, France
| | - Stéphane Jamain
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France
| | - Jean-Romain Richard
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France
| | - Philippe Lecorvosier
- 0000 0001 2175 4109grid.50550.35CIC 006Henri Mondor INSERM & Biological Resource Platform, Paris Est University, AP-HP, Creteil, France
| | - Robert Yolken
- 0000 0004 0442 9875grid.411940.9Stanley Laboratory of Developmental Neurovirology, Johns Hopkins University Medical Center, Baltimore, USA
| | | | - Marion Leboyer
- 0000 0004 0386 3258grid.462410.5Inserm U955, Team 15 «Genetic Psychiatry », F-94000 Creteil, France ,AP-HP, DHU Pe-PSY, Paris Est Créteil University, Henri Mondor - Albert Chenevier, Group, psyChiatry, F-94000 Creteil, France ,grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France
| | - Ryad Tamouza
- grid.484137.dFondation Fondamental, Scientific Cooperation Foundation, F-94010 Creteil, France ,0000 0001 2217 0017grid.7452.4Jean Dausset Laboratory, LabEx Transplantex & INSERM, UMRS 1160 Saint Louis Hospital, Paris Diderot University, F75010 Paris, France
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