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Weller AE, Ferraro TN, Doyle GA, Reiner BC, Berrettini WH, Crist RC. Analysis of single-cell transcriptome data from a mouse model implicates protein synthesis dysfunction in schizophrenia. Genes Genomics 2024; 46:1071-1084. [PMID: 39083157 DOI: 10.1007/s13258-024-01545-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/08/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND Schizophrenia is a mental disorder that causes considerable morbidity, whose risk largely results from genetic factors. Setd1a is a gene implicated in schizophrenia. OBJECTIVE To study the gene expression changes found in heterozygous Setd1a± knockout mice in order to gain useful insight into schizophrenia pathogenesis. METHODS We mined a single-cell RNA sequencing (scRNAseq) dataset from the prefrontal cortex (PFC) and striatum of Setd1a± mice and identified cell type-specific differentially expressed genes (DEGs) and differential transcript usage (DTU). DEGs and genes containing DTU found in each cell type were used to identify affected biological pathways using Ingenuity Pathway Analysis (IPA). RESULTS We identified 273 unique DEGs across all cell types in PFC and 675 unique gene peaks containing DTU. In striatum, we identified 327 unique DEGs across all cell types and 8 unique gene peaks containing DTU. Key IPA findings from the analysis of DEGs found in PFC and striatum implicate processes involved in protein synthesis, mitochondrial function, cell metabolism, and inflammation. IPA analysis of genes containing DTU in PFC points to protein synthesis, as well as cellular activities involving intracellular signaling and neurotransmission. One canonical pathway, 'EIF2 Signaling', which is involved in the regulation of protein synthesis, was detected in PFC DEGs, striatum DEGs, and PFC genes containing DTU, drawing attention to its importance in schizophrenia pathophysiology. CONCLUSION Processes involving protein synthesis in general and the 'EIF2 Signaling' pathway in particular could be targets for the development of new research strategies and biomarkers in schizophrenia.
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Affiliation(s)
- Andrew E Weller
- Molecular and Neural Basis of Psychiatric Disease Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 S. 31 St., Suite 2200, Philadelphia, PA, 19104, US.
| | - Thomas N Ferraro
- Molecular and Neural Basis of Psychiatric Disease Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 S. 31 St., Suite 2200, Philadelphia, PA, 19104, US
- Department of Biomedical Sciences, Cooper Medical School of Rowan University, Camden, NJ, 08103, US
| | - Glenn A Doyle
- Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, 19111, US
| | - Benjamin C Reiner
- Molecular and Neural Basis of Psychiatric Disease Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 S. 31 St., Suite 2200, Philadelphia, PA, 19104, US
| | - Wade H Berrettini
- Molecular and Neural Basis of Psychiatric Disease Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 S. 31 St., Suite 2200, Philadelphia, PA, 19104, US
| | - Richard C Crist
- Molecular and Neural Basis of Psychiatric Disease Section, Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, 125 S. 31 St., Suite 2200, Philadelphia, PA, 19104, US
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2
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Ma J, Zhang H, Chu W, Wang P, Chen H, Zhang Y, Wang G. Construction of molecular subgroups in childhood systemic lupus erythematosus using bioinformatics. Medicine (Baltimore) 2022; 101:e32274. [PMID: 36595784 PMCID: PMC9794347 DOI: 10.1097/md.0000000000032274] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Systemic lupus erythematosus (SLE) is a complex autoimmune disorder. In patients with childhood SLE (cSLE), the onset of the disease occurs before 18 years of age and accounts for a high proportion of childhood autoimmune diseases. Adult SLE and cSLE differ in terms of clinical manifestations, gene expression profiles, and treatment. Because current diagnostic methods do not meet clinical requirements, researchers currently use transcriptome analysis to investigate the characteristics of the cSLE genome. In the present study, we used bioinformatics methods to genotype cSLE and identify potential therapeutic targets. METHODS The transcriptomes of 952 patients with cSLE and 94 normal controls were obtained from the Gene Expression Omnibus using unsupervised class learning to determine the genotypes in the microarray dataset, and the clinical characteristics, differentially expressed genes, and biological characteristics of the subtypes were analyzed. RESULTS Patients with cSLE were accordingly classified into three subgroups. Subgroup I was associated with lupus nephritis, female patients, and a high SLE disease activity index, and the disease in this subgroup was more severe than that in other subgroups. The SLE disease activity index in subgroup II was low; this subgroup may be related to lupus vasculitis. Subgroup III mostly included male patients and was associated with neuropsychiatric manifestations of lupus. CONCLUSION We divided patients with cSLE into three subgroups with different characteristics based on transcriptome data. Our findings provide molecular evidence for future diagnosis and individualized treatment of cSLE.
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Affiliation(s)
- Jianglei Ma
- School of Clinical Medicine, Dali University, Dali, China
| | - Huijie Zhang
- Department of Obstetrics, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai, China
| | - Weijiang Chu
- Department of Endocrinology, Laizhou People’s Hospital, Yantai, China
| | - Pengyu Wang
- School of Clinical Medicine, Dali University, Dali, China
| | - Huaqiu Chen
- Department of Laboratory, Xichang People’s Hospital, Sichuan, China
| | - Yuanyuan Zhang
- School of Clinical Medicine, Dali University, Dali, China
| | - Guangming Wang
- School of Clinical Medicine, Dali University, Dali, China
- * Correspondence: Guangming Wang, School of Clinical Medicine, Dali University, Dali 671000, China (e-mail: )
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3
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Francisco RD, Fernando V, Norma E, Madai ME, Marcelo B. Glial changes in schizophrenia: Genetic and epigenetic approach. Indian J Psychiatry 2022; 64:3-12. [PMID: 35400734 PMCID: PMC8992743 DOI: 10.4103/indianjpsychiatry.indianjpsychiatry_104_21] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 10/24/2021] [Accepted: 12/23/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Schizophrenia (SCZ) is a severe mental illness that affects one percent of the population, affecting how people think, feel, and behave. Evidence suggests glial cell alteration and some researchers have found genetic risk loci and epigenetic marks that may regulate glia-related genes implicated in SCZ. AIM The aim of this study is to identify genetic and epigenetic changes that have been reported in glial cells or glial-associated genes in SCZ. MATERIALS AND METHODS We searched the articles from PubMed, PubMed Central, Medline, Medscape, and Embase databases up to December 2020 to identify relevant peer-reviewed articles in English. The titles and abstracts were screened to eliminate irrelevant citations. RESULTS Twenty-four original articles were included in the review. Studies were categorized into the following four thematic via: (1) oligodendrocytes, (2) microglia, (3) astrocytes, and (4) perspectives. CONCLUSION This study is the first of its kind to review research on genetic variants and epigenetic modifications associated with glia-related genes implicated in SCZ. Epigenetic evidence is considerably less than genetic evidence in this field. Understanding the pathways of some risk genes and their genetic and epigenetic regulation allows us to understand and find potential targets for future interventions in this mental illness.
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Affiliation(s)
- Ramos Daniel Francisco
- Faculty of Chemical Sciences, Juarez University of the State of Durango, Durango, Mexico
| | - Vazquez Fernando
- Faculty of Chemical Sciences, Juarez University of the State of Durango, Durango, Mexico.,Research Unit, General Hospital 450, Durango, Mexico
| | - Estrada Norma
- Faculty of Chemical Sciences, Juarez University of the State of Durango, Durango, Mexico
| | - Méndez Edna Madai
- Scientific Research Institute, Juarez University of the State of Durango, Durango, Mexico
| | - Barraza Marcelo
- Faculty of Chemical Sciences, Juarez University of the State of Durango, Durango, Mexico
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4
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Kowalczyk M, Owczarek A, Suchanek-Raif R, Kucia K, Kowalski J. An association study of the HSPA8 gene polymorphisms with schizophrenia in a Polish population. Cell Stress Chaperones 2022; 27:71-82. [PMID: 34932194 PMCID: PMC8821755 DOI: 10.1007/s12192-021-01249-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 11/22/2021] [Accepted: 12/07/2021] [Indexed: 10/27/2022] Open
Abstract
Heat shock cognate 70 (HSC70/HSPA8) is considered to be a promising candidate gene for schizophrenia (SCZ) due to its many essential functions and potential neuroprotective properties in the CNS (e.g., HSC70 is involved in the turnover of the synaptic proteins, synaptic vesicle recycling, and neurotransmitter homeostasis). An alteration in the expression of HSPA8 in SCZ has been reported. This implies that the genetic variants of HSPA8 might contribute to schizophrenia pathogenesis. The present study attempted to determine whether HSPA8 polymorphisms are associated with a susceptibility to schizophrenia or whether they have an impact on the clinical parameters of the disease in a Polish population. A total of 1066 participants (406 patients and 660 controls) were recruited for the study. Five SNPs of the HSPA8 gene (rs2236659, rs1136141, rs10892958, rs1461496, and rs4936770) were genotyped using TaqMan assays. There were no differences in the allele or genotype distribution in any of the SNPs in the entire sample. We also did not find any HSPA8 haplotype-specific associations with SCZ. A gender stratification analysis revealed that an increasing risk of schizophrenia was associated with the rs1461496 genotype in females (OR: 1.68, p < 0.05) in the recessive model. In addition, we found novel associations between HSPA8 SNPs (rs1136141, rs1461496, and rs10892958) and the severity of the psychiatric symptoms as measured by the PANSS. Further studies with larger samples from various ethnic groups are necessary to confirm our findings. Furthermore, studies that explore the functional contribution of the HSPA8 variants to schizophrenia pathogenesis are also needed.
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Affiliation(s)
- Malgorzata Kowalczyk
- Department of Medical Genetics, School of Pharmaceutical Sciences, Medical University of Silesia, Jednosci 8, 41-200, Sosnowiec, Poland.
| | - Aleksander Owczarek
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Medykow 15, 40-752, Katowice, Poland
| | - Renata Suchanek-Raif
- Department of Medical Genetics, School of Pharmaceutical Sciences, Medical University of Silesia, Jednosci 8, 41-200, Sosnowiec, Poland
| | - Krzysztof Kucia
- Department of Psychiatry and Psychotherapy, School of Medical Sciences, Medical University of Silesia, Katowice, Ziolowa 45, 40-635, Katowice, Poland
| | - Jan Kowalski
- Department of Medical Genetics, School of Pharmaceutical Sciences, Medical University of Silesia, Jednosci 8, 41-200, Sosnowiec, Poland
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5
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Bradley RA, Shireman J, McFalls C, Choi J, Canfield SG, Dong Y, Liu K, Lisota B, Jones JR, Petersen A, Bhattacharyya A, Palecek SP, Shusta EV, Kendziorski C, Zhang SC. Regionally specified human pluripotent stem cell-derived astrocytes exhibit different molecular signatures and functional properties. Development 2019; 146:dev.170910. [PMID: 31189664 DOI: 10.1242/dev.170910] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 06/03/2019] [Indexed: 01/10/2023]
Abstract
Astrocytes display diverse morphologies in different regions of the central nervous system. Whether astrocyte diversity is attributable to developmental processes and bears functional consequences, especially in humans, is unknown. RNA-seq of human pluripotent stem cell-derived regional astrocytes revealed distinct transcript profiles, suggesting differential functional properties. This was confirmed by differential calcium signaling as well as effects on neurite growth and blood-brain barrier formation. Distinct transcriptional profiles and functional properties of human astrocytes generated from regionally specified neural progenitors under the same conditions strongly implicate the developmental impact on astrocyte diversity. These findings provide a rationale for renewed examination of regional astrocytes and their role in the pathogenesis of psychiatric and neurological disorders.
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Affiliation(s)
- Robert A Bradley
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA.,Cellular and Molecular Biology Program, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Jack Shireman
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Caya McFalls
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Jeea Choi
- Department of Statistics, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Scott G Canfield
- Department of Chemical and Biological Engineering, University of Wisconsin - Madison, Madison, WI 53705, USA.,Department of Cellular and Integrative Physiology, School of Medicine, Indiana University - Terre Haute, IN 47885, USA
| | - Yi Dong
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Katie Liu
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Brianne Lisota
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Jeffery R Jones
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Andrew Petersen
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Anita Bhattacharyya
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Sean P Palecek
- Department of Chemical and Biological Engineering, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Eric V Shusta
- Department of Chemical and Biological Engineering, University of Wisconsin - Madison, Madison, WI 53705, USA
| | - Christina Kendziorski
- Department of Biostatistics and Medical Informatics, University of Wisconsin - Madison, Madison, WI 53792, USA
| | - Su-Chun Zhang
- Department of Neuroscience, Waisman Center, University of Wisconsin - Madison, Madison, WI 53705, USA .,Cellular and Molecular Biology Program, University of Wisconsin - Madison, Madison, WI 53705, USA.,Department of Neuroscience, Department of Neurology, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, WI 53705, USA.,Program in Neuroscience & Behavioral Disorders, Duke-NUS Medical School, Singapore 169857
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6
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Nakahara S, Medland S, Turner JA, Calhoun VD, Lim KO, Mueller BA, Bustillo JR, O’Leary DS, Vaidya JG, McEwen S, Voyvodic J, Belger A, Mathalon DH, Ford JM, Guffanti G, Macciardi F, Potkin SG, van Erp TG. Polygenic risk score, genome-wide association, and gene set analyses of cognitive domain deficits in schizophrenia. Schizophr Res 2018; 201:393-399. [PMID: 29907492 PMCID: PMC6252137 DOI: 10.1016/j.schres.2018.05.041] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Revised: 05/25/2018] [Accepted: 05/27/2018] [Indexed: 12/12/2022]
Abstract
This study assessed genetic contributions to six cognitive domains, identified by the MATRICS Cognitive Consensus Battery as relevant for schizophrenia, cognition-enhancing, clinical trials. Psychiatric Genomics Consortium Schizophrenia polygenic risk scores showed significant negative correlations with each cognitive domain. Genome-wide association analyses identified loci associated with attention/vigilance (rs830786 within HNF4G), verbal memory (rs67017972 near NDUFS4), and reasoning/problem solving (rs76872642 within HDAC9). Gene set analysis identified unique and shared genes across cognitive domains. These findings suggest involvement of common and unique mechanisms across cognitive domains and may contribute to the discovery of new therapeutic targets to treat cognitive deficits in schizophrenia.
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Affiliation(s)
- Soichiro Nakahara
- Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, 92617, United States,Unit 2, Candidate Discovery Science Labs, Drug Discovery Research, Astellas Pharma Inc, 21, Miyukigaoka, Tsukuba, Ibaraki 305-8585, Japan
| | - Sarah Medland
- Psychiatric Genetics, QIMR Berghofer Medical Research Institute, 300 Herston Road, Herston QLD 4006, Australia
| | - Jessica A. Turner
- Departments of Psychology and Neuroscience, Georgia State University, Atlanta, GA, USA,Mind Research Network, Albuquerque, NM, 87106, United States
| | - Vince D. Calhoun
- Department of Electrical and Computer Engineering, University of New Mexico, Albuquerque, NM,Departments of Psychiatry & Neuroscience, University of New Mexico, Albuquerque, NM, 87131, United States,Department of Psychiatry, University of Minnesota, Minneapolis, MN, 55454, United States
| | - Kelvin O. Lim
- Departments of Psychiatry & Neuroscience, University of New Mexico, Albuquerque, NM, 87131, United States
| | - Bryon A. Mueller
- Department of Psychiatry, University of Minnesota, Minneapolis, MN, 55454, United States
| | - Juan R. Bustillo
- Departments of Psychiatry & Neuroscience, University of New Mexico, Albuquerque, NM, 87131, United States
| | - Daniel S. O’Leary
- Department of Psychiatry, University of Iowa, Iowa City, IA, 52242, USA
| | - Jatin G. Vaidya
- Department of Psychiatry, University of Iowa, Iowa City, IA, 52242, USA
| | - Sarah McEwen
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, 92093, United States
| | - James Voyvodic
- Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC, 27710, United States
| | - Aysenil Belger
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, United States
| | - Daniel H. Mathalon
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, 94143, United States, and Veterans Affairs San Francisco Healthcare System, San Francisco, CA, 94121, United States
| | - Judith M. Ford
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, 94143, United States, and Veterans Affairs San Francisco Healthcare System, San Francisco, CA, 94121, United States,San Francisco VA Medical Center, San Francisco, CA 94121
| | - Guia Guffanti
- Department of Psychiatry at Harvard Medical School and Computational Genomics Lab at McLean Hospital, Boston, United States
| | - Fabio Macciardi
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, 92617, United States
| | - Steven G. Potkin
- Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, 92617, United States
| | - Theo G.M. van Erp
- Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, 92617, United States,Corresponding Author: Theo G.M. van Erp, Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, School of Medicine, University of California Irvine, 5251 California Avenue, Suite 240, Irvine, CA 92617, voice: (949) 824-3331, fax: (949) 924-3324,
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7
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Li T, Lee M, Tsai F, Chen Y, Lin Y, Chen M. Proteomic study revealed antipsychotics-induced nuclear protein regulations in B35 cells are similar to the regulations in C6 cells and rat cortex. BMC Pharmacol Toxicol 2018. [PMID: 29514709 PMCID: PMC5842604 DOI: 10.1186/s40360-018-0199-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Based on accumulating evidence, the regulation of protein expression by antipsychotic drugs (APDs) might be closely related to the control of psychotic symptoms when these drugs are used to treat mental disorders. The low quantity of nuclear proteins in the cell hinders their detection because signal for rare proteins are masked in most proteomic detection systems. METHODS Nuclear proteins fractionated from APD-treated B35 cells were labeled with iTRAQ and detected by LC/MS/MS to investigate APD-induced alterations in nuclear protein expression. Western blot, immunofluorescent cell staining, and immunohistochemical staining were applied to validate the findings. RESULTS The expression of ADP/ATP translocase 2, heat shock cognate 71 kDa protein, histone H1.2, histone H3.3, histone H4, non-POU domain-containing octamer-binding protein, nucleolin, nucleophosmin, prelamin-A/C, plectin-1, vimentin, and 40S ribosomal protein S3a was regulated by APDs in B35 cells, according to our proteomic data. According to the results of the gene ontology analysis, all these proteins played important roles in biological processes or in molecular functions in cells. Western blot results showing APD-induced alterations in nuclear protein expression in B35 cells were consistent with the LC/MS/MS results. Heat shock cognate 71 kDa protein and vimentin expression in C6 cells were not affected by the three APDs. As shown in the immunofluorescent cell staining, all the three APDs altered protein expression to similar extents. We also examined whether the expression of these proteins was affected by APDs in the prefrontal cortex of rats administered sub-chronic and chronic APD treatments by western blotting and immunohistochemical staining. CONCLUSIONS The findings of the proteomic analysis of APD-treated B35 cells were recapitulated in the APD-treated rat cortex. The expression of some proteins was altered by APDs in rat prefrontal cortex in a time-dependent manner.
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Affiliation(s)
- Tinchou Li
- Division of Neurosurgery, Department of Surgery, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan, Republic of China.,Department of Surgery, School of Medicine, Tzu Chi University, Hualien City, Taiwan, Republic of China
| | - Mingcheng Lee
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan, Republic of China
| | - Fuming Tsai
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan, Republic of China.,Department of Microbiology, Soochow University, Shih Lin, Taipei City, Taiwan, Republic of China
| | - Yunhsiang Chen
- Department of Life Science, Fu Jen Catholic University, New Taipei City, Taiwan, Republic of China
| | - Yiyin Lin
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan, Republic of China
| | - Maoliang Chen
- Department of Research, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan, Republic of China.
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Extracellular elevation of adrenomedullin, a gene associated with schizophrenia, suppresses heat shock protein 1A/1B mRNA. Neuroreport 2018; 27:1312-1316. [PMID: 27776076 DOI: 10.1097/wnr.0000000000000699] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Several recent gene expression studies on schizophrenia, including one using monozygotic twins discordant for the disease, have reported the upregulation of adrenomedullin (ADM), which was initially identified as a vasodilator hormone. It has been hypothesized that upregulation of ADM may be a susceptibility factor for schizophrenia, although the exact role of ADM in the central nervous system remains unclear. In this study, we used a microarray analysis to investigate the changes in global gene expression induced by the administration of exogenous ADM in SK-N-SH cells, which allowed us to evaluate the effects of elevated ADM on the central nervous system. A quantitative reverse-transcription PCR study showed that the levels of HSPA1A/1B mRNA, another gene that has been associated with schizophrenia, were significantly suppressed after exogenous ADM treatment. These results indicate that elevated ADM may be involved in the etiology of schizophrenia through the regulation of heat shock protein signaling.
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9
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Györffy BA, Gulyássy P, Gellén B, Völgyi K, Madarasi D, Kis V, Ozohanics O, Papp I, Kovács P, Lubec G, Dobolyi Á, Kardos J, Drahos L, Juhász G, Kékesi KA. Widespread alterations in the synaptic proteome of the adolescent cerebral cortex following prenatal immune activation in rats. Brain Behav Immun 2016; 56:289-309. [PMID: 27058163 DOI: 10.1016/j.bbi.2016.04.002] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Revised: 03/23/2016] [Accepted: 04/04/2016] [Indexed: 01/08/2023] Open
Abstract
An increasing number of studies have revealed associations between pre- and perinatal immune activation and the development of schizophrenia and autism spectrum disorders (ASDs). Accordingly, neuroimmune crosstalk has a considerably large impact on brain development during early ontogenesis. While a plethora of heterogeneous abnormalities have already been described in established maternal immune activation (MIA) rodent and primate animal models, which highly correlate to those found in human diseases, the underlying molecular background remains obscure. In the current study, we describe the long-term effects of MIA on the neocortical pre- and postsynaptic proteome of adolescent rat offspring in detail. Molecular differences were revealed in sub-synaptic fractions, which were first thoroughly characterized using independent methods. The widespread proteomic examination of cortical samples from offspring exposed to maternal lipopolysaccharide administration at embryonic day 13.5 was conducted via combinations of different gel-based proteomic techniques and tandem mass spectrometry. Our experimentally validated proteomic data revealed more pre- than postsynaptic protein level changes in the offspring. The results propose the relevance of altered synaptic vesicle recycling, cytoskeletal structure and energy metabolism in the presynaptic region in addition to alterations in vesicle trafficking, the cytoskeleton and signal transduction in the postsynaptic compartment in MIA offspring. Differing levels of the prominent signaling regulator molecule calcium/calmodulin-dependent protein kinase II in the postsynapse was validated and identified specifically in the prefrontal cortex. Finally, several potential common molecular regulators of these altered proteins, which are already known to be implicated in schizophrenia and ASD, were identified and assessed. In summary, unexpectedly widespread changes in the synaptic molecular machinery in MIA rats were demonstrated which might underlie the pathological cortical functions that are characteristic of schizophrenia and ASD.
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Affiliation(s)
- Balázs A Györffy
- Laboratory of Proteomics, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary; MTA-ELTE NAP B Neuroimmunology Research Group, Department of Biochemistry, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary
| | - Péter Gulyássy
- MTA-TTK NAP B MS Neuroproteomics Group, Hungarian Academy of Sciences, Budapest H-1117, Hungary; Department of Pediatrics, Medical University of Vienna, Vienna A-1090, Austria
| | - Barbara Gellén
- Laboratory of Proteomics, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary; MTA-ELTE NAP B Laboratory of Molecular and Systems Neurobiology, Institute of Biology, Hungarian Academy of Sciences and Eötvös Loránd University, Budapest H-1117, Hungary
| | - Katalin Völgyi
- Laboratory of Proteomics, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary; MTA-ELTE NAP B Laboratory of Molecular and Systems Neurobiology, Institute of Biology, Hungarian Academy of Sciences and Eötvös Loránd University, Budapest H-1117, Hungary
| | - Dóra Madarasi
- Laboratory of Proteomics, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary
| | - Viktor Kis
- Department of Anatomy, Cell and Developmental Biology, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary
| | - Olivér Ozohanics
- MTA-TTK NAP B MS Neuroproteomics Group, Hungarian Academy of Sciences, Budapest H-1117, Hungary
| | | | | | - Gert Lubec
- Department of Pediatrics, Medical University of Vienna, Vienna A-1090, Austria
| | - Árpád Dobolyi
- MTA-ELTE NAP B Laboratory of Molecular and Systems Neurobiology, Institute of Biology, Hungarian Academy of Sciences and Eötvös Loránd University, Budapest H-1117, Hungary
| | - József Kardos
- MTA-ELTE NAP B Neuroimmunology Research Group, Department of Biochemistry, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary
| | - László Drahos
- MTA-TTK NAP B MS Neuroproteomics Group, Hungarian Academy of Sciences, Budapest H-1117, Hungary
| | - Gábor Juhász
- Laboratory of Proteomics, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary; MTA-TTK NAP B MS Neuroproteomics Group, Hungarian Academy of Sciences, Budapest H-1117, Hungary
| | - Katalin A Kékesi
- Laboratory of Proteomics, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary; Department of Physiology and Neurobiology, Institute of Biology, Eötvös Loránd University, Budapest H-1117, Hungary.
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Aghajanirefah A, Nguyen LN, Ohadi M. BEND3 is involved in the human-specific repression of calreticulin: Implication for the evolution of higher brain functions in human. Gene 2015; 576:577-80. [PMID: 26481236 DOI: 10.1016/j.gene.2015.10.040] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Revised: 10/01/2015] [Accepted: 10/15/2015] [Indexed: 01/27/2023]
Abstract
Recent emerging evidence indicates that changes in gene expression levels are linked to human evolution. We have previously reported a human-specific nucleotide in the promoter sequence of the calreticulin (CALR) gene at position -220C, which is the site of action of valproic acid. Reversion of this nucleotide to the ancestral A-allele has been detected in patients with degrees of deficit in higher brain cognitive functions. This mutation has since been reported in the 1000 genomes database at an approximate frequency of <0.0004 in humans (rs138452745). In the study reported here, we present update on the status of rs138452745 across evolution, based on the Ensembl and NCBI databases. The DNA pulldown assay was also used to identify the proteins binding to the C- and A-alleles, using two cell lines, SK-N-BE and HeLa. Consistent with our previous findings, the C-allele is human-specific, and the A-allele is the rule across all other species (N=38). This nucleotide resides in a block of 12-nucleotides that is strictly conserved across evolution. The DNA pulldown experiments revealed that in both SK-N-BE and HeLa cells, the transcription repressor BEN domain containing 3 (BEND3) binds to the human-specific C-allele, whereas the nuclear factor I (NFI) family members, NF1A, B, C, and X, specifically bind to the ancestral A-allele. This binding pattern is consistent with a previously reported decreased promoter activity of the C-allele vs. the A-allele. We propose that there is a link between binding of BEND3 to the CALR rs138452745 C-allele and removal of NFI binding site from this nucleotide, and the evolution of human-specific higher brain functions. To our knowledge, CALR rs138452745 is the first instance of enormous nucleotide conservation across evolution, except in the human species.
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Affiliation(s)
- A Aghajanirefah
- Department of Molecular Biology, Faculty of Science and Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - L N Nguyen
- Department of Molecular Biology, Faculty of Science and Medicine, Radboud Institute for Molecular Life Sciences, Radboud University Nijmegen, Nijmegen, The Netherlands
| | - M Ohadi
- Genetics Research Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran.
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MacDowell KS, Caso JR, Martín-Hernández D, Madrigal JL, Leza JC, García-Bueno B. Paliperidone prevents brain toll-like receptor 4 pathway activation and neuroinflammation in rat models of acute and chronic restraint stress. Int J Neuropsychopharmacol 2015; 18:pyu070. [PMID: 25522409 PMCID: PMC4360250 DOI: 10.1093/ijnp/pyu070] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Alterations in the innate immune/inflammatory system have been proposed to underlie the pathophysiology of psychotic disease, but the mechanisms implicated remain elusive. The main agents of the innate immunity are the family of toll-like receptors (TLRs), which detect circulating pathogen-associated molecular patterns and endogenous damage-associated molecular patterns (DAMPS). Current antipsychotics are able to modulate pro- and anti-inflammatory pathways, but their actions on TLRs remain unexplored. METHODS This study was conducted to elucidate the effects of paliperidone (1mg/Kg i.p.) on acute (6 hours) and chronic (6 hours/day during 21 consecutive days) restraint stress-induced TLR-4 pathway activation and neuroinflammation, and the possible mechanism(s) related (bacterial translocation and/or DAMPs activation). The expression of the elements of a TLR-4-dependent proinflammatory pathway was analyzed at the mRNA and protein levels in prefrontal cortex samples. RESULTS Paliperidone pre-treatment prevented TLR-4 activation and neuroinflammation in the prefrontal cortices of stressed rats. Regarding the possible mechanisms implicated, paliperidone regulated stress-induced increased intestinal inflammation and plasma lipopolysaccharide levels. In addition, paliperidone also prevented the activation of the endogenous activators of TLR-4 HSP70 and HGMB-1. CONCLUSIONS Our results showed a regulatory role of paliperidone on brain TLR-4, which could explain the therapeutic benefits of its use for the treatment of psychotic diseases beyond its effects on dopamine and serotonin neurotransmission. The study of the mechanisms implicated suggests that gut-increased permeability, inflammation, and bacterial translocation of Gram-negative microflora and HSP70 and HGMB1 expression could be potential adjuvant therapeutic targets for the treatment of psychotic and other stress-related psychiatric pathologies.
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Affiliation(s)
| | | | | | | | | | - B García-Bueno
- Department of Pharmacology, Faculty of Medicine, University Complutense, Madrid, Spain (Mr MacDowell, Mr Martín-Hernández, Drs Madrigal, Leza, and García-Bueno); Department of Psychiatry, Faculty of Medicine, University Complutense, Madrid, Spain (Dr Caso); Centro de Investigación Biomédica en Salud Mental (CIBERSAM), Spain (Drs MacDowell, Martín-Hernández, Caso, Madrigal, Leza, and García-Bueno); Instituto de Investigación Sanitaria Hospital 12 de Octubre and Instituto Universitario de Investigación en Neuroquímica UCM (Drs MacDowell, Martín-Hernández, Caso, Madrigal, Leza, and García-Bueno)
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Roncero C, Daigre C, Barral C, Ros-Cucurull E, Grau-López L, Rodríguez-Cintas L, Tarifa N, Casas M, Valero S. Neuroticism associated with cocaine-induced psychosis in cocaine-dependent patients: a cross-sectional observational study. PLoS One 2014; 9:e106111. [PMID: 25254365 PMCID: PMC4177812 DOI: 10.1371/journal.pone.0106111] [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: 03/19/2014] [Accepted: 07/24/2014] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Cocaine consumption can induce transient psychotic symptoms, which has been correlated with more severe addiction and aggressive behavior. However, little is known about the nature of the relationship between personality traits and psychotic symptoms in cocaine-dependent patients. This study examined the relationship between neuroticism and cocaine-induced psychosis. METHODS A total of 231 cocaine-dependent patients seeking treatment were recruited to the study. Personality was evaluated by the Zuckerman-Kuhlman Personality Questionnaire. Cocaine-induced psychosis questionnaire, SCID-I, and SCID-II were used to evaluate comorbidity and clinical characteristics. Data analysis was performed in three steps: descriptive, bivariate, and multivariate analyses. RESULTS Cocaine-induced psychosis was reported in 65.4% of the patients and some personality disorder in 46.8%. Two personality dimensions (Neuroticism-Anxiety and Aggression-Hostility) presented a significant effect on the risk of experiencing psychotic symptoms (t(229) = 2.69, p = 0.008; t(229) = 2.06, p = 0.004), and patients with psychotic symptoms showed higher scores in both variables. On the multivariate analysis, only Neuroticism remained as a significant personality factor independently associated with psychotic symptoms (Wald = 7.44, p<0.05, OR = 1.08, CI 95% 1.02-1.16) after controlling for age, gender and number of consumption substances. CONCLUSIONS An association between high neuroticism scores and presence of psychotic symptoms induced by cocaine has been found, independently of other consumption variables. Personality dimensions should be evaluated in cocaine-dependent patients in order to detect high scores of neuroticism and warn patients about the risk of developing cocaine-induced psychotic symptoms.
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Affiliation(s)
- Carlos Roncero
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
- Department of Psychiatry, Vall d’Hebron University Hospital, CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Constanza Daigre
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Carmen Barral
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
- Department of Psychiatry, Vall d’Hebron University Hospital, CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Elena Ros-Cucurull
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
- Department of Psychiatry, Vall d’Hebron University Hospital, CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Lara Grau-López
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
- Department of Psychiatry, Vall d’Hebron University Hospital, CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Laia Rodríguez-Cintas
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Nuria Tarifa
- Outpatient Drug Clinic, Department of Psychiatry, Vall d’Hebron University Hospital - Public Health Agency, Barcelona (ASPB), CIBERSAM, Barcelona, Spain
| | - Miguel Casas
- Department of Psychiatry, Vall d’Hebron University Hospital, CIBERSAM, Barcelona, Spain
- Department of Psychiatry and Legal Medicine, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Sergi Valero
- Department of Psychiatry, Vall d’Hebron University Hospital, CIBERSAM, Barcelona, Spain
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