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Wang X, Lv X, Ma J, Xu G. UFMylation: An integral post-translational modification for the regulation of proteostasis and cellular functions. Pharmacol Ther 2024; 260:108680. [PMID: 38878974 DOI: 10.1016/j.pharmthera.2024.108680] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 06/03/2024] [Accepted: 06/12/2024] [Indexed: 06/23/2024]
Abstract
Ubiquitin-fold modifier 1 (UFM1) is covalently conjugated to protein substrates via a cascade of enzymatic reactions, a process known as UFMylation. UFMylation orchestrates an array of vital biological functions, including maintaining endoplasmic reticulum (ER) homeostasis, facilitating protein biogenesis, promoting cellular differentiation, regulating DNA damage response, and participating in cancer-associated signaling pathways. UFMylation has rapidly evolved into one of the forefront research areas within the last few years, yet much remains to be uncovered. In this review, first, UFMylation and its cellular functions associated with diseases are briefly introduced. Then, we summarize the proteomic approaches for identifying UFMylation substrates and explore the impact of UFMylation on gene transcription, protein translation, and maintenance of ER homeostasis. Next, we highlight the intricate regulation between UFMylation and two protein degradation pathways, the ubiquitin-proteasome system and the autophagy-lysosome pathway, and explore the potential of UFMylation system as a drug target. Finally, we discuss emerging perspectives in the UFMylation field. This review may provide valuable insights for drug discovery targeting the UFMylation system.
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Affiliation(s)
- Xiaohui Wang
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou, Jiangsu 215123, China.
| | - Xiaowei Lv
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou, Jiangsu 215123, China.
| | - Jingjing Ma
- Department of Pharmacy, The Fourth Affiliated Hospital of Soochow University, Suzhou Dushu Lake Hospital, Medical Center of Soochow University, Suzhou, Jiangsu 215123, China.
| | - Guoqiang Xu
- Jiangsu Key Laboratory of Neuropsychiatric Diseases and College of Pharmaceutical Sciences, Jiangsu Province Engineering Research Center of Precision Diagnostics and Therapeutics Development, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Suzhou Key Laboratory of Drug Research for Prevention and Treatment of Hyperlipidemic Diseases, Soochow University, Suzhou, Jiangsu 215123, China; Suzhou International Joint Laboratory for Diagnosis and Treatment of Brain Diseases, College of Pharmaceutical Sciences, Soochow University, Suzhou, Jiangsu 215123, China; MOE Key Laboratory of Geriatric Diseases and Immunology, Suzhou Medical College of Soochow University, Suzhou, Jiangsu Province 215123, China.
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2
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Huang H, Ji F, Hu C, Huang J, Liu F, Han Z, Liu L, Cao M, Fu G. Identifying Novel Proteins for Chronic Pain: Integration of Human Brain Proteomes and Genome-wide Association Data. THE JOURNAL OF PAIN 2024:104610. [PMID: 38909833 DOI: 10.1016/j.jpain.2024.104610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 06/11/2024] [Accepted: 06/13/2024] [Indexed: 06/25/2024]
Abstract
Numerous genome-wide association studies have identified risk genes for chronic pain, yet the mechanisms by which genetic variants modify susceptibility have remained elusive. We sought to identify key genes modulating chronic pain risk by regulating brain protein expression. We integrated brain proteomic data with the largest genome-wide dataset for multisite chronic pain (N = 387,649) in a proteome-wide association study (PWAS) using discovery and confirmatory proteomic datasets (N = 376 and 152) from the dorsolateral prefrontal cortex. Leveraging summary data-based Mendelian randomization and Bayesian colocalization analysis, we pinpointed potential causal genes, while a transcriptome-wide association study integrating 452 human brain transcriptomes investigated whether cis-effects on protein abundance extended to the transcriptome. Single-cell RNA-sequencing data and single-nucleus transcriptomic data revealed cell-type-specific expression patterns for identified causal genes in the dorsolateral prefrontal cortex and dorsal root ganglia (DRG), complemented by RNA microarray analysis of expression profiles in other pain-related brain regions. Of the 22 genes cis-regulating protein abundance identified by the discovery PWAS, 18 (82%) were deemed causal by summary data-based Mendelian randomization or Bayesian colocalization analysis analyses, with 7 of these 18 genes (39%) replicating in the confirmatory PWAS, including guanosine diphosphate-mannose pyrophosphorylase B, which also associated at the transcriptome level. Several causal genes exhibited selective expression in excitatory and inhibitory neurons, oligodendrocytes, and astrocytes, while most identified genes were expressed across additional pain-related brain regions. This integrative proteogenomic approach identified 18 high-confidence causal genes for chronic pain, regulated by cis-effects on brain protein levels, suggesting promising avenues for treatment research and indicating a contributory role for the DRG. PERSPECTIVE: The current post genome-wide association study analyses identified 18 high-confidence causal genes regulating chronic pain risk via cis-modulation of brain protein abundance, suggesting promising avenues for future chronic pain therapies. Additionally, the significant expression of these genes in the DRG indicated a potential contributory role, warranting further investigation.
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Affiliation(s)
- Haoquan Huang
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China; Medical Research Center of Shenshan Medical Center, Sun Yat-Sen Memorial Hospital, Shanwei, China
| | - Fengtao Ji
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Chuwen Hu
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Jingxuan Huang
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Fan Liu
- Medical Research Center of Shenshan Medical Center, Sun Yat-Sen Memorial Hospital, Shanwei, China
| | - Zhixiao Han
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Ling Liu
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Minghui Cao
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China; Medical Research Center of Shenshan Medical Center, Sun Yat-Sen Memorial Hospital, Shanwei, China
| | - Ganglan Fu
- Department of Anesthesiology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China; Medical Research Center of Shenshan Medical Center, Sun Yat-Sen Memorial Hospital, Shanwei, China.
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3
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Xu X, Huang W, Bryant CN, Dong Z, Li H, Wu G. The ufmylation cascade controls COPII recruitment, anterograde transport, and sorting of nascent GPCRs at ER. SCIENCE ADVANCES 2024; 10:eadm9216. [PMID: 38905340 PMCID: PMC11192079 DOI: 10.1126/sciadv.adm9216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 05/14/2024] [Indexed: 06/23/2024]
Abstract
Ufmylation is implicated in multiple cellular processes, but little is known about its functions and regulation in protein trafficking. Here, we demonstrate that the genetic depletion of core components of the ufmylation cascade, including ubiquitin-fold modifier 1 (UFM1), UFM1 activation enzyme 5, UFM1-specific ligase 1 (UFL1), UFM1-specific protease 2, and UFM1-binding protein 1 (UFBP1) each markedly inhibits the endoplasmic reticulum (ER)-Golgi transport, surface delivery, and recruitment to COPII vesicles of a subset of G protein-coupled receptors (GPCRs) and UFBP1's function partially relies on UFM1 conjugation. We also show that UFBP1 and UFL1 interact with GPCRs and UFBP1 localizes at COPII vesicles coated with specific Sec24 isoforms. Furthermore, the UFBP1/UFL1-binding domain identified in the receptors effectively converts non-GPCR protein transport into the ufmylation-dependent pathway. Collectively, these data reveal important functions for the ufmylation system in GPCR recruitment to COPII vesicles, biosynthetic transport, and sorting at ER via UFBP1 ufmylation and interaction directly.
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Affiliation(s)
- Xin Xu
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Wei Huang
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Christian N. Bryant
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Zheng Dong
- Department of Cellular Biology and Anatomy, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Honglin Li
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Guangyu Wu
- Department of Pharmacology and Toxicology, Medical College of Georgia, Augusta University, Augusta, GA, USA
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Zhu B, Ainsworth RI, Wang Z, Liu Z, Sierra S, Deng C, Callado LF, Meana JJ, Wang W, Lu C, González-Maeso J. Antipsychotic-induced epigenomic reorganization in frontal cortex of individuals with schizophrenia. eLife 2024; 12:RP92393. [PMID: 38648100 PMCID: PMC11034945 DOI: 10.7554/elife.92393] [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] [Indexed: 04/25/2024] Open
Abstract
Genome-wide association studies have revealed >270 loci associated with schizophrenia risk, yet these genetic factors do not seem to be sufficient to fully explain the molecular determinants behind this psychiatric condition. Epigenetic marks such as post-translational histone modifications remain largely plastic during development and adulthood, allowing a dynamic impact of environmental factors, including antipsychotic medications, on access to genes and regulatory elements. However, few studies so far have profiled cell-specific genome-wide histone modifications in postmortem brain samples from schizophrenia subjects, or the effect of antipsychotic treatment on such epigenetic marks. Here, we conducted ChIP-seq analyses focusing on histone marks indicative of active enhancers (H3K27ac) and active promoters (H3K4me3), alongside RNA-seq, using frontal cortex samples from antipsychotic-free (AF) and antipsychotic-treated (AT) individuals with schizophrenia, as well as individually matched controls (n=58). Schizophrenia subjects exhibited thousands of neuronal and non-neuronal epigenetic differences at regions that included several susceptibility genetic loci, such as NRG1, DISC1, and DRD3. By analyzing the AF and AT cohorts separately, we identified schizophrenia-associated alterations in specific transcription factors, their regulatees, and epigenomic and transcriptomic features that were reversed by antipsychotic treatment; as well as those that represented a consequence of antipsychotic medication rather than a hallmark of schizophrenia in postmortem human brain samples. Notably, we also found that the effect of age on epigenomic landscapes was more pronounced in frontal cortex of AT-schizophrenics, as compared to AF-schizophrenics and controls. Together, these data provide important evidence of epigenetic alterations in the frontal cortex of individuals with schizophrenia, and remark for the first time on the impact of age and antipsychotic treatment on chromatin organization.
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Affiliation(s)
- Bohan Zhu
- Department of Chemical Engineering, Virginia TechBlacksburgUnited States
| | - Richard I Ainsworth
- Department of Chemistry and Biochemistry, University of California, San DiegoLa JollaUnited States
| | - Zengmiao Wang
- Department of Chemistry and Biochemistry, University of California, San DiegoLa JollaUnited States
| | - Zhengzhi Liu
- Department of Biomedical Engineering and Mechanics, Virginia TechBlacksburgUnited States
| | - Salvador Sierra
- Department of Physiology and Biophysics, Virginia Commonwealth University School of MedicineRichmondUnited States
| | - Chengyu Deng
- Department of Chemical Engineering, Virginia TechBlacksburgUnited States
| | - Luis F Callado
- Department of Pharmacology, University of the Basque Country UPV/EHU, CIBERSAM, Biocruces Health Research InstituteBizkaiaSpain
| | - J Javier Meana
- Department of Pharmacology, University of the Basque Country UPV/EHU, CIBERSAM, Biocruces Health Research InstituteBizkaiaSpain
| | - Wei Wang
- Department of Chemistry and Biochemistry, University of California, San DiegoLa JollaUnited States
- Department of Cellular and Molecular Medicine, University of California, San DiegoLa JollaUnited States
| | - Chang Lu
- Department of Chemical Engineering, Virginia TechBlacksburgUnited States
| | - Javier González-Maeso
- Department of Physiology and Biophysics, Virginia Commonwealth University School of MedicineRichmondUnited States
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Roussos P, Ma Y, Girdhar K, Hoffman G, Fullard J, Bendl J. Sex differences in brain cell-type specific chromatin accessibility in schizophrenia. RESEARCH SQUARE 2024:rs.3.rs-4158509. [PMID: 38645177 PMCID: PMC11030506 DOI: 10.21203/rs.3.rs-4158509/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Our understanding of the sex-specific role of the non-coding genome in serious mental illness remains largely incomplete. To address this gap, we explored sex differences in 1,393 chromatin accessibility profiles, derived from neuronal and non-neuronal nuclei of two distinct cortical regions from 234 cases with serious mental illness and 235 controls. We identified sex-specific enhancer-promoter interactions and showed that they regulate genes involved in X-chromosome inactivation (XCI). Examining chromosomal conformation allowed us to identify sex-specific cis- and trans-regulatory domains (CRDs and TRDs). Co-localization of sex-specific TRDs with schizophrenia common risk variants pinpointed male-specific regulatory regions controlling a number of metabolic pathways. Additionally, enhancers from female-specific TRDs were found to regulate two genes known to escape XCI, (XIST and JPX), underlying the importance of TRDs in deciphering sex differences in schizophrenia. Overall, these findings provide extensive characterization of sex differences in the brain epigenome and disease-associated regulomes.
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Affiliation(s)
| | - Yixuan Ma
- Icahn School of Medicine at Mount Sinai
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Reyes-Lizaola S, Luna-Zarate U, Tendilla-Beltrán H, Morales-Medina JC, Flores G. Structural and biochemical alterations in dendritic spines as key mechanisms for severe mental illnesses. Prog Neuropsychopharmacol Biol Psychiatry 2024; 129:110876. [PMID: 37863171 DOI: 10.1016/j.pnpbp.2023.110876] [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: 08/01/2023] [Revised: 10/11/2023] [Accepted: 10/12/2023] [Indexed: 10/22/2023]
Abstract
Severe mental illnesses (SMI) collectively affect approximately 20% of the global population, as estimated by the World Health Organization (WHO). Despite having diverse etiologies, clinical symptoms, and pharmacotherapies, these diseases share a common pathophysiological characteristic: the misconnection of brain areas involved in reality perception, executive control, and cognition, including the corticolimbic system. Dendritic spines play a crucial role in excitatory neurotransmission within the central nervous system. These small structures exhibit remarkable plasticity, regulated by factors such as neurotransmitter tone, neurotrophic factors, and innate immunity-related molecules, and other mechanisms - all of which are associated with the pathophysiology of SMI. However, studying dendritic spine mechanisms in both healthy and pathological conditions in patients is fraught with technical limitations. This is where animal models related to these diseases become indispensable. They have played a pivotal role in elucidating the significance of dendritic spines in SMI. In this review, the information regarding the potential role of dendritic spines in SMI was summarized, drawing from clinical and animal model reports. Also, the implications of targeting dendritic spine-related molecules for SMI treatment were explored. Specifically, our focus is on major depressive disorder and the neurodevelopmental disorders schizophrenia and autism spectrum disorder. Abundant clinical and basic research has studied the functional and structural plasticity of dendritic spines in these diseases, along with potential pharmacological targets that modulate the dynamics of these structures. These targets may be associated with the clinical efficacy of the pharmacotherapy.
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Affiliation(s)
- Sebastian Reyes-Lizaola
- Departamento de Ciencias de la Salud, Licenciatura en Medicina, Universidad Popular del Estado de Puebla (UPAEP), Puebla, Mexico
| | - Ulises Luna-Zarate
- Departamento de Ciencias de la Salud, Licenciatura en Medicina, Universidad de las Américas Puebla (UDLAP), Puebla, Mexico
| | - Hiram Tendilla-Beltrán
- Laboratorio de Neuropsiquiatría, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla (BUAP), Puebla, Mexico
| | - Julio César Morales-Medina
- Centro de Investigación en Reproducción Animal, CINVESTAV-Universidad Autónoma de Tlaxcala, Tlaxcala, Mexico
| | - Gonzalo Flores
- Laboratorio de Neuropsiquiatría, Instituto de Fisiología, Benemérita Universidad Autónoma de Puebla (BUAP), Puebla, Mexico.
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Koijam AS, Singh KD, Nameirakpam BS, Haobam R, Rajashekar Y. Drug addiction and treatment: An epigenetic perspective. Biomed Pharmacother 2024; 170:115951. [PMID: 38043446 DOI: 10.1016/j.biopha.2023.115951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 11/23/2023] [Accepted: 11/27/2023] [Indexed: 12/05/2023] Open
Abstract
Drug addiction is a complex disease affected by numerous genetic and environmental factors. Brain regions in reward pathway, neuronal adaptations, genetic and epigenetic interactions causing transcriptional enhancement or repression of multiple genes induce different addiction phenotypes for varying duration. Addictive drug use causes epigenetic alterations and similarly epigenetic changes induced by environment can promote addiction. Epigenetic mechanisms include DNA methylation and post-translational modifications like methylation, acetylation, phosphorylation, ubiquitylation, sumoylation, dopaminylation and crotonylation of histones, and ADP-ribosylation. Non-coding RNAs also induce epigenetic changes. This review discusses these above areas and stresses the need for exploring epidrugs as a treatment alternative and adjunct, considering the limited success of current addiction treatment strategies. Epigenome editing complexes have lately been effective in eukaryotic systems. Targeted DNA cleavage techniques such as CRISPR-Cas9 system, CRISPR-dCas9 complexes, transcription activator-like effector nucleases (TALENs) and zinc-finger nucleases (ZFNs) have been exploited as targeted DNA recognition or anchoring platforms, fused with epigenetic writer or eraser proteins and delivered by transfection or transduction methods. Efficacy of epidrugs is seen in various neuropsychiatric conditions and initial results in addiction treatment involving model organisms are remarkable. Epidrugs present a promising alternative treatment for addiction.
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Affiliation(s)
- Arunkumar Singh Koijam
- Insect Bioresources Laboratory, Animal Bioresources Programme, Institute of Bioresources & Sustainable Development, Department of Biotechnology, Govt. of India, Takyelpat, Imphal 795001, Manipur, India
| | - Kabrambam Dasanta Singh
- Insect Bioresources Laboratory, Animal Bioresources Programme, Institute of Bioresources & Sustainable Development, Department of Biotechnology, Govt. of India, Takyelpat, Imphal 795001, Manipur, India
| | - Bunindro Singh Nameirakpam
- Insect Bioresources Laboratory, Animal Bioresources Programme, Institute of Bioresources & Sustainable Development, Department of Biotechnology, Govt. of India, Takyelpat, Imphal 795001, Manipur, India
| | - Reena Haobam
- Department of Biotechnology, Manipur University, Canchipur, Imphal 795003, Manipur, India
| | - Yallappa Rajashekar
- Insect Bioresources Laboratory, Animal Bioresources Programme, Institute of Bioresources & Sustainable Development, Department of Biotechnology, Govt. of India, Takyelpat, Imphal 795001, Manipur, India.
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Sebastian R, Jin K, Pavon N, Bansal R, Potter A, Song Y, Babu J, Gabriel R, Sun Y, Aronow B, Pak C. Schizophrenia-associated NRXN1 deletions induce developmental-timing- and cell-type-specific vulnerabilities in human brain organoids. Nat Commun 2023; 14:3770. [PMID: 37355690 PMCID: PMC10290702 DOI: 10.1038/s41467-023-39420-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 06/13/2023] [Indexed: 06/26/2023] Open
Abstract
De novo mutations and copy number deletions in NRXN1 (2p16.3) pose a significant risk for schizophrenia (SCZ). It is unclear how NRXN1 deletions impact cortical development in a cell type-specific manner and disease background modulates these phenotypes. Here, we leveraged human pluripotent stem cell-derived forebrain organoid models carrying NRXN1 heterozygous deletions in isogenic and SCZ patient genetic backgrounds and conducted single-cell transcriptomic analysis over the course of brain organoid development from 3 weeks to 3.5 months. Intriguingly, while both deletions similarly impacted molecular pathways associated with ubiquitin-proteasome system, alternative splicing, and synaptic signaling in maturing glutamatergic and GABAergic neurons, SCZ-NRXN1 deletions specifically perturbed developmental trajectories of early neural progenitors and accumulated disease-specific transcriptomic signatures. Using calcium imaging, we found that both deletions led to long-lasting changes in spontaneous and synchronous neuronal networks, implicating synaptic dysfunction. Our study reveals developmental-timing- and cell-type-dependent actions of NRXN1 deletions in unique genetic contexts.
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Affiliation(s)
- Rebecca Sebastian
- Graduate Program in Neuroscience & Behavior, UMass Amherst, Amherst, MA, 01003, USA
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA
| | - Kang Jin
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Biomedical Informatics, University of Cincinnati, Cincinnati, OH, 45229, USA
| | - Narciso Pavon
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA
| | - Ruby Bansal
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA
| | - Andrew Potter
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
| | - Yoonjae Song
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA
| | - Juliana Babu
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA
| | - Rafael Gabriel
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA
| | - Yubing Sun
- Department of Mechanical and Industrial Engineering, UMass Amherst, Amherst, MA, 01003, USA
| | - Bruce Aronow
- Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, 45229, USA
- Department of Biomedical Informatics, University of Cincinnati, Cincinnati, OH, 45229, USA
- Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, OH, 45221, USA
- Department of Pediatrics, University of Cincinnati School of Medicine, Cincinnati, OH, 45256, USA
| | - ChangHui Pak
- Department of Biochemistry and Molecular Biology, UMass Amherst, Amherst, MA, 01003, USA.
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Khan A, Zahid S, Hasan B, Asif AR, Ahmed N. Mass Spectrometry based identification of site-specific proteomic alterations and potential pathways underlying the pathophysiology of schizophrenia. Mol Biol Rep 2023; 50:4931-4943. [PMID: 37076706 DOI: 10.1007/s11033-023-08431-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 04/04/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND Schizophrenia (SZ) is a complex multifactorial disorder that affects 1% of the population worldwide with no available effective treatment. Although proteomic alterations are reported in SZ however proteomic expression aberrations among different brain regions are not fully determined. Therefore, the present study aimed spatial differential protein expression profiling of three distinct regions of SZ brain and identification of associated affected biological pathways in SZ progression. METHODS AND RESULTS Comparative protein expression profiling of three distinct autopsied human brain regions (i.e., substantia nigra, hippocampus and prefrontal cortex) of SZ was performed with respective healthy controls. Using two-dimensional electrophoresis (2DE)-based nano liquid chromatography tandem mass spectrometry (Nano-LC MS /MS) analysis, 1443 proteins were identified out of which 58 connote to be significantly dysregulated, representing 26 of substantia nigra,14 of hippocampus and 18 of prefrontal cortex. The 58 differentially expressed proteins were further analyzed using Ingenuity pathway analysis (IPA). The IPA analysis provided protein-protein interaction networks of several proteins including nuclear factor kappa-light-chain-enhancer of activated B cells (NF-kb), extracellular signal regulated kinases 1/2 (ERK1/2), alpha serine / Threonine-protein kinase (AKT1), cellular tumor antigen p53 (TP53) and amyloid precursor protein (APP), holding prime positions in networks and interacts with most of the identified proteins and their closely interacting partners. CONCLUSION These findings provide conceptual insights of novel SZ related pathways and the cross talk of co and contra regulated proteins. This spatial proteomic analysis will further broaden the conceptual framework for schizophrenia research in future.
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Affiliation(s)
- Ayesha Khan
- Neurochemistry Research Laboratory, Department of Biochemistry, University of Karachi, Karachi, 75270, Pakistan
| | - Saadia Zahid
- Neurochemistry Research Laboratory, Department of Biochemistry, University of Karachi, Karachi, 75270, Pakistan
- Neurobiology Research Laboratory, Department of Healthcare Biotechnology, Atta-ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, Pakistan
| | - Beena Hasan
- Neurochemistry Research Laboratory, Department of Biochemistry, University of Karachi, Karachi, 75270, Pakistan
| | - Abdul R Asif
- Institute of Clinical Chemistry, University Medical Center, Robert-Koch-Str. 40, 37075, Göttingen, Göttingen, Germany
| | - Nikhat Ahmed
- Neurochemistry Research Laboratory, Department of Biochemistry, University of Karachi, Karachi, 75270, Pakistan.
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Altered distribution and localization of organellar Na +/H + exchangers in postmortem schizophrenia dorsolateral prefrontal cortex. Transl Psychiatry 2023; 13:34. [PMID: 36732328 PMCID: PMC9895429 DOI: 10.1038/s41398-023-02336-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 02/04/2023] Open
Abstract
Schizophrenia is a complex and multifactorial disorder associated with altered neurotransmission as well as numerous signaling pathway and protein trafficking disruptions. The pH of intracellular organelles involved in protein trafficking is tightly regulated and impacts their functioning. The SLC9A family of Na+/H+ exchangers (NHEs) plays a fundamental role in cellular and intracellular pH homeostasis. Four organellar NHE isoforms (NHE6-NHE9) are targeted to intracellular organelles involved in protein trafficking. Increased interactions between organellar NHEs and receptor of activated protein C kinase 1 (RACK1) can lead to redistribution of NHEs to the plasma membrane and hyperacidification of target organelles. Given their role in organelle pH regulation, altered expression and/or localization of organellar NHEs could be an underlying cellular mechanism contributing to abnormal intracellular trafficking and disrupted neurotransmitter systems in schizophrenia. We thus characterized organellar NHE expression, co-immunoprecipitation with RACK1, and Triton X-114 (TX-114) phase partitioning in dorsolateral prefrontal cortex of 25 schizophrenia and 25 comparison subjects by Western blot analysis. In schizophrenia after controlling for subject age at time of death, postmortem interval, tissue pH, and sex, there was significantly decreased total expression of NHE8, decreased co-immunoprecipitation of NHE8 (64%) and NHE9 (56%) with RACK1, and increased TX-114 detergent phase partitioning of NHE6 (283%), NHE9 (75%), and RACK1 (367%). Importantly, none of these dependent measures was significantly impacted when comparing those in the schizophrenia group on antipsychotics to those off of antipsychotics for at least 6 weeks at their time of death and none of these same proteins were affected in rats chronically treated with haloperidol. In summary, we characterized organellar NHE expression and distribution in schizophrenia DLPFC and identified abnormalities that could represent a novel mechanism contributing to disruptions in protein trafficking and neurotransmission in schizophrenia.
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Jiang Q, Wang Y, Xiang M, Hua J, Zhou T, Chen F, Lv X, Huang J, Cai Y. UFL1, a UFMylation E3 ligase, plays a crucial role in multiple cellular stress responses. Front Endocrinol (Lausanne) 2023; 14:1123124. [PMID: 36843575 PMCID: PMC9950256 DOI: 10.3389/fendo.2023.1123124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 01/26/2023] [Indexed: 02/12/2023] Open
Abstract
The UFM1 conjugation system(UFMylation)is a novel type of ubiquitin-like system that plays an indispensable role in maintaining cell homeostasis under various cellular stress. Similar to ubiquitination, UFMylation consists of a three-step enzymatic reaction with E1-like enzymes ubiquitin-like modifier activating enzyme5 (UBA5), E2-like enzymes ubiquitin-fold modifier-conjugating enzyme 1(UFC1), and E3-like ligase UFM1-specific ligase 1 (UFL1). As the only identified E3 ligase, UFL1 is responsible for specific binding and modification of the substrates to mediate numerous hormone signaling pathways and endocrine regulation under different physiological or pathological stress, such as ER stress, genotoxic stress, oncogenic stress, and inflammation. Further elucidation of the UFL1 working mechanism in multiple cellular stress responses is essential for revealing the disease pathogenesis and providing novel potential therapeutic targets. In this short review, we summarize the recent advances in novel UFL1 functions and shed light on the potential challenges ahead, thus hopefully providing a better understanding of UFMylation-mediated cellular stress.
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Affiliation(s)
- Qiang Jiang
- Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China
- Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, China
| | - Yongsheng Wang
- Department of Respiratory Medicine, Nanjing Drum Tower Hospital Affiliated to Medical School of Nanjing University, Nanjing, China
| | - Minghui Xiang
- Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China
| | - Jiamin Hua
- Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China
| | - Tianci Zhou
- Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China
| | - Fanghui Chen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA, United States
| | - Xiaoyang Lv
- International Joint Research Laboratory in Universities of Jiangsu Province of China for Domestic Animal Germplasm Resources and Genetic Improvement, Yangzhou, China
| | - Jinming Huang
- Institute of Animal Science and Veterinary Medicine, Shandong Academy of Agricultural Sciences, Jinan, China
- *Correspondence: Yafei Cai, ; Jinming Huang,
| | - Yafei Cai
- Department of Animal Genetics, Breeding and Reproduction, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, China
- *Correspondence: Yafei Cai, ; Jinming Huang,
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12
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Rodríguez N, Gassó P, Martínez-Pinteño A, Segura ÀG, Mezquida G, Moreno-Izco L, González-Peñas J, Zorrilla I, Martin M, Rodriguez-Jimenez R, Corripio I, Sarró S, Ibáñez A, Butjosa A, Contreras F, Bioque M, Cuesta MJ, Parellada M, González-Pinto A, Berrocoso E, Bernardo M, Mas S, Amoretti S S, Moren C, Stella C, Gurriarán X, Alonso-Solís A, Grasa E, Fernandez J, Gonzalez-Ortega I, Casanovas F, Bulbuena A, Núñez-Doyle Á, Jiménez-Rodríguez O, Pomarol-Clotet E, Feria-Raposo I, Usall J, Muñoz-Samons D, Ilundain JL, Sánchez-Torres AM, Saiz-Ruiz J, López-Torres I, Nacher J, De-la-Cámara C, Gutiérrez M, Sáiz PA. Gene co-expression architecture in peripheral blood in a cohort of remitted first-episode schizophrenia patients. SCHIZOPHRENIA 2022; 8:45. [PMID: 35853879 PMCID: PMC9261105 DOI: 10.1038/s41537-022-00215-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 02/01/2022] [Indexed: 11/18/2022]
Abstract
A better understanding of schizophrenia subtypes is necessary to stratify the patients according to clinical attributes. To explore the genomic architecture of schizophrenia symptomatology, we analyzed blood co-expression modules and their association with clinical data from patients in remission after a first episode of schizophrenia. In total, 91 participants of the 2EPS project were included. Gene expression was assessed using the Clariom S Human Array. Weighted-gene co-expression network analysis (WGCNA) was applied to identify modules of co-expressed genes and to test its correlation with global functioning, clinical symptomatology, and premorbid adjustment. Among the 25 modules identified, six modules were significantly correlated with clinical data. These modules could be clustered in two groups according to their correlation with clinical data. Hub genes in each group showing overlap with risk genes for schizophrenia were enriched in biological processes related to metabolic processes, regulation of gene expression, cellular localization and protein transport, immune processes, and neurotrophin pathways. Our results indicate that modules with significant associations with clinical data showed overlap with gene sets previously identified in differential gene-expression analysis in brain, indicating that peripheral tissues could reveal pathogenic mechanisms. Hub genes involved in these modules revealed multiple signaling pathways previously related to schizophrenia, which may represent the complex interplay in the pathological mechanisms behind the disease. These genes could represent potential targets for the development of peripheral biomarkers underlying illness traits in clinical remission stages after a first episode of schizophrenia.
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13
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Wang K, Xu HN, Wang YW, Mao J, Liu D, Zhu XJ, Cong YS, Wang M. Ufl1 deficiency causes skin pigmentation by up-regulation of Endothelin-1. Front Cell Dev Biol 2022; 10:961675. [PMID: 36120581 PMCID: PMC9478483 DOI: 10.3389/fcell.2022.961675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 08/10/2022] [Indexed: 11/13/2022] Open
Abstract
Ufmylation (UFM1 modification) is a newly identified ubiquitin-like modification system involved in numerous cellular processes. However, the regulatory mechanisms and biological functions of this modification remain mostly unknown. We have recently reported that Ufmylation family genes have frequent somatic copy number alterations in human cancer including melanoma, suggesting involvement of Ufmylation in skin function and disease. UFL1 is the only known Ufmylation E3-like ligase. In this study, we generated the skin-specific Ufl1 knockout mice and show that ablation of Ufl1 caused epidermal thickening, pigmentation and shortened life span. RNA-Seq analysis indicated that Ufl1 deletion resulted in upregulation of the genes involved in melanin biosynthesis. Mechanistically, we found that Endothelin-1 (ET-1) is a novel substrate of Ufmylation and this modification regulates ET-1 stability, and thereby deletion of Ufl1 upregulates the expression and secretion of ET-1, which in turn results in up-regulation of genes in melanin biosynthesis and skin pigmentation. Our findings establish the role of Ufl1 in skin pigmentation through Ufmylation modification of ET-1 and provide opportunities for therapeutic intervention of skin diseases.
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Affiliation(s)
- Ke Wang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
| | - Hu-Ning Xu
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
| | - Yi-Wen Wang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
| | - Jian Mao
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
| | - Da Liu
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
| | - Xiao-Jing Zhu
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
| | - Yu-Sheng Cong
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
- The Second Affiliated Hospital, Hengyang Medical College, University of South China, Hengyang, China
- *Correspondence: Yu-Sheng Cong, ; Miao Wang,
| | - Miao Wang
- Key Laboratory of Aging and Cancer Biology of Zhejiang Province, School of Basic Medical Sciences, College of Life and Environmental Science, Hangzhou Normal University, Hangzhou, China
- *Correspondence: Yu-Sheng Cong, ; Miao Wang,
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14
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Zhang J, Zhu H, Liu S, Quintero M, Zhu T, Xu R, Cai Y, Han Y, Li H. Deficiency of Murine UFM1-Specific E3 Ligase Causes Microcephaly and Inflammation. Mol Neurobiol 2022; 59:6363-6372. [PMID: 35931931 DOI: 10.1007/s12035-022-02979-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/26/2022] [Indexed: 11/29/2022]
Abstract
The UFM1 conjugation system is a Ubiquitin (Ub)-like modification system that is essential for animal development and normal physiology of multiple tissues and organs. It consists of UFM1, a Ub-like modifier, and the UFM1-specific enzymes (namely E1 enzyme UBA5, E2 enzyme UFC1 E2, and E3 ligases) that catalyze conjugation of UFM1 to its specific protein targets. Clinical studies have identified rare genetic variants in human UFM1, UBA5 and UFC1 genes that were linked to early-onset encephalopathy and defective brain development, strongly suggesting the critical role of the UFM1 system in the nervous system. Yet, the physiological function of this system in adult brain remains not defined. In this study, we investigated the role of UFM1 E3 ligase in adult mouse and found that both UFL1 and UFBP1 proteins, two components of UFM1 E3 ligase, are essential for survival of mature neurons in adult mouse. Neuron-specific deletion of either UFL1 or UFBP1 led to significant neuronal loss and elevation of inflammatory response. Interestingly, loss of one allele of UFBP1 genes caused the occurrence of seizure-like events. Our study has provided genetic evidence for the indispensable role of UFM1 E3 ligase in mature neurons and further demonstrated the importance of the UFM1 system in the nervous system.
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Affiliation(s)
- Jie Zhang
- Department of Neurology, The First Affiliated Hospital of Nanchang University, Nanchang , Jiangxi, China
| | - Huabin Zhu
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1120 15th St., Augusta, GA, 30912, USA
| | - Siyang Liu
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1120 15th St., Augusta, GA, 30912, USA
| | - Michaela Quintero
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1120 15th St., Augusta, GA, 30912, USA
| | - Tianyi Zhu
- Greenbrier High School, Evans, GA, 30809, USA
| | - Renshi Xu
- Department of Neurology, The First Affiliated Hospital of Nanchang Medical College, Jiangxi Provincial People's Hospital, Nanchang, China
| | - Yafei Cai
- College of Animal Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Ye Han
- Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Honglin Li
- Department of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, 1120 15th St., Augusta, GA, 30912, USA.
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15
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Turck CW, Webhofer C, Reckow S, Moy J, Wang M, Guillermier C, Poczatek JC, Filiou MD. Antidepressant treatment effects on hippocampal protein turnover: Molecular and spatial insights from mass spectrometry. Proteomics 2022; 22:e2100244. [PMID: 35355420 DOI: 10.1002/pmic.202100244] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 03/04/2022] [Accepted: 03/04/2022] [Indexed: 11/12/2022]
Abstract
A major challenge in managing depression is that antidepressant drugs take a long time to exert their therapeutic effects. For the development of faster acting therapies, it is crucial to get an improved understanding of the molecular mechanisms underlying antidepressant mode of action. Here, we used a novel mass spectrometry-based workflow to investigate how antidepressant treatment affects brain protein turnover at single cell and subcellular resolution. We combined stable isotope metabolic labeling, quantitative Tandem Mass Spectrometry (qTMS) and Multi-isotope Imaging Mass Spectrometry (MIMS) to simultaneously quantify and image protein synthesis and turnover in hippocampi of mice treated with the antidepressant paroxetine. We identified changes in turnover of individual hippocampal proteins that reveal altered metabolism-mitochondrial processes and report on subregion-specific turnover patterns upon paroxetine treatment. This workflow can be used to investigate brain protein turnover changes upon pharmacological interventions at a resolution and precision that has not been possible with other methods to date. Our results reveal acute paroxetine effects on brain protein turnover and shed light on antidepressant mode of action. This article is protected by copyright. All rights reserved.
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Affiliation(s)
| | - Christian Webhofer
- Max Planck Institute of Psychiatry, Munich, Germany.,Present address: Amgen Research GmbH, Munich, Germany
| | | | - Jeffrey Moy
- Division of Genetics, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,National Resource for Imaging Mass Spectrometry (NRIMS), Cambridge, MA, USA
| | - Mei Wang
- Division of Genetics, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,National Resource for Imaging Mass Spectrometry (NRIMS), Cambridge, MA, USA
| | - Christelle Guillermier
- Division of Genetics, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,National Resource for Imaging Mass Spectrometry (NRIMS), Cambridge, MA, USA
| | - J Collin Poczatek
- Division of Genetics, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,National Resource for Imaging Mass Spectrometry (NRIMS), Cambridge, MA, USA
| | - Michaela D Filiou
- Max Planck Institute of Psychiatry, Munich, Germany.,Department of Biological Applications and Technology, School of Health Sciences, University of Ioannina, Ioannina, Greece.,Biomedical Research Institute, Foundation for Research and Technology-Hellas (FORTH), Ioannina, Greece
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16
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Improper Proteostasis: Can It Serve as Biomarkers for Neurodegenerative Diseases? Mol Neurobiol 2022; 59:3382-3401. [PMID: 35305242 DOI: 10.1007/s12035-022-02775-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 02/19/2022] [Indexed: 10/18/2022]
Abstract
Cells synthesize new proteins after multiple molecular decisions. Damage of existing proteins, accumulation of abnormal proteins, and basic requirement of new proteins trigger protein quality control (PQC)-based alternative strategies to cope against proteostasis imbalance. Accumulation of misfolded proteins is linked with various neurodegenerative disorders. However, how deregulated components of this quality control system and their lack of general mechanism-based long-term changes can serve as biomarkers for neurodegeneration remains largely unexplored. Here, our article summarizes the chief findings, which may facilitate the search of novel and relevant proteostasis mechanism-based biomarkers associated with neuronal disorders. Understanding the abnormalities of PQC coupled molecules as possible biomarkers can help to determine neuronal fate and their contribution to the aetiology of several nervous system disorders.
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17
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Hemmings SMJ, Swart P, Womersely JS, Ovenden ES, van den Heuvel LL, McGregor NW, Meier S, Bardien S, Abrahams S, Tromp G, Emsley R, Carr J, Seedat S. RNA-seq analysis of gene expression profiles in posttraumatic stress disorder, Parkinson's disease and schizophrenia identifies roles for common and distinct biological pathways. DISCOVER MENTAL HEALTH 2022; 2:6. [PMID: 37861850 PMCID: PMC10501040 DOI: 10.1007/s44192-022-00009-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 02/14/2022] [Indexed: 10/21/2023]
Abstract
Evidence suggests that shared pathophysiological mechanisms in neuropsychiatric disorders (NPDs) may contribute to risk and resilience. We used single-gene and network-level transcriptomic approaches to investigate shared and disorder-specific processes underlying posttraumatic stress disorder (PTSD), Parkinson's disease (PD) and schizophrenia in a South African sample. RNA-seq was performed on blood obtained from cases and controls from each cohort. Gene expression and weighted gene correlation network analyses (WGCNA) were performed using DESeq2 and CEMiTool, respectively. Significant differences in gene expression were limited to the PTSD cohort. However, WGCNA implicated, amongst others, ribosomal expression, inflammation and ubiquitination as key players in the NPDs under investigation. Differential expression in ribosomal-related pathways was observed in the PTSD and PD cohorts, and focal adhesion and extracellular matrix pathways were implicated in PD and schizophrenia. We propose that, despite different phenotypic presentations, core transdiagnostic mechanisms may play important roles in the molecular aetiology of NPDs.
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Affiliation(s)
- Sian M J Hemmings
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa.
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa.
| | - Patricia Swart
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Jacqueline S Womersely
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Ellen S Ovenden
- Systems Genetics Working Group, Department of Genetics, Stellenbosch University, Stellenbosch, South Africa
| | - Leigh L van den Heuvel
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
| | - Nathaniel W McGregor
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa
- Systems Genetics Working Group, Department of Genetics, Stellenbosch University, Stellenbosch, South Africa
| | - Stuart Meier
- Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Stellenbosch University, Cape Town, South Africa
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, Stellenbosch University, Cape Town, South Africa
- South African Medical Research Council Centre for Tuberculosis Research, Stellenbosch University, Cape Town, South Africa
- South African Tuberculosis Bioinformatics Initiative, Stellenbosch University, Cape Town, South Africa
| | - Soraya Bardien
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
- Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Stellenbosch University, Cape Town, South Africa
| | - Shameemah Abrahams
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
- Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Stellenbosch University, Cape Town, South Africa
| | - Gerard Tromp
- Division of Molecular Biology and Human Genetics, Department of Biomedical Sciences, Stellenbosch University, Cape Town, South Africa
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, Stellenbosch University, Cape Town, South Africa
- South African Medical Research Council Centre for Tuberculosis Research, Stellenbosch University, Cape Town, South Africa
- South African Tuberculosis Bioinformatics Initiative, Stellenbosch University, Cape Town, South Africa
- Centre for Bioinformatics and Computational Biology, Stellenbosch University, Stellenbosch, South Africa
| | - Robin Emsley
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa
| | - Jonathan Carr
- Division of Neurology, Department of Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Soraya Seedat
- Department of Psychiatry, Faculty of Medicine and Health Sciences, Stellenbosch University, PO Box 241, Cape Town, 8000, South Africa
- South African Medical Research Council/Stellenbosch University Genomics of Brain Disorders Research Unit, Stellenbosch University, Cape Town, South Africa
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18
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Hui KK, Endo R, Sawa A, Tanaka M. A Perspective on the Potential Involvement of Impaired Proteostasis in Neuropsychiatric Disorders. Biol Psychiatry 2022; 91:335-345. [PMID: 34836635 PMCID: PMC8792182 DOI: 10.1016/j.biopsych.2021.09.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 08/05/2021] [Accepted: 09/01/2021] [Indexed: 11/19/2022]
Abstract
Recent genetic approaches have demonstrated that genetic factors contribute to the pathologic origins of neuropsychiatric disorders. Nevertheless, the exact pathophysiological mechanism for most cases remains unclear. Recent studies have demonstrated alterations in pathways of protein homeostasis (proteostasis) and identified several proteins that are misfolded and/or aggregated in the brains of patients with neuropsychiatric disorders, thus providing early evidence that disrupted proteostasis may be a contributing factor to their pathophysiology. Unlike neurodegenerative disorders in which massive neuronal and synaptic losses are observed, proteostasis impairments in neuropsychiatric disorders do not lead to robust neuronal death, but rather likely act via loss- and gain-of-function effects to disrupt neuronal and synaptic functions. Furthermore, abnormal activation of or overwhelmed endoplasmic reticulum and mitochondrial quality control pathways may exacerbate the pathophysiological changes initiated by impaired proteostasis, as these organelles are critical for proper neuronal functions and involved in the maintenance of proteostasis. This perspective article reviews recent findings implicating proteostasis impairments in the pathophysiology of neuropsychiatric disorders and explores how neuronal and synaptic functions may be impacted by disruptions in protein homeostasis. A greater understanding of the contributions by proteostasis impairment in neuropsychiatric disorders will help guide future studies to identify additional candidate proteins and new targets for therapeutic development.
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Affiliation(s)
- Kelvin K Hui
- Center for Autophagy Research, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas; Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Ryo Endo
- Laboratory for Protein Conformation Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan
| | - Akira Sawa
- Department of Psychiatry, John Hopkins University School of Medicine, Baltimore, Maryland; Department of Neuroscience, John Hopkins University School of Medicine, Baltimore, Maryland; Department of Biomedical Engineering, John Hopkins University School of Medicine, Baltimore, Maryland; Department of Genetic Medicine, John Hopkins University School of Medicine, Baltimore, Maryland; Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
| | - Motomasa Tanaka
- Laboratory for Protein Conformation Diseases, RIKEN Center for Brain Science, Wako, Saitama, Japan.
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19
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Flores-Martin JB, Bonnet LV, Palandri A, Zamanillo Hermida S, Hallak MH, Galiano MR. The 19S proteasome subunit Rpt5 reversibly associates with cold-stable microtubules in glial cells at low temperatures. FEBS Lett 2022; 596:1165-1177. [PMID: 35114005 DOI: 10.1002/1873-3468.14307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 01/19/2022] [Indexed: 11/12/2022]
Abstract
The ubiquitin-proteasome system (UPS) degrades intracellular proteins through the 26S proteasome. We analyzed how cold stress affects the UPS in glial cells. Together with a reduction in the 20S proteolytic activity and increased levels of polyubiquitinated proteins, exposure of glial cell cultures to cold induces a partial disassembly of the 26S proteasome. In particular, we found that Rpt5, a subunit of the 19S proteasome, relocates to cold-stable microtubules, although no apparent cytoskeletal redistribution was detected for other analyzed subunits of the 19S or 20S complexes. Furthermore, we demonstrate that both the expression of the microtubule-associated protein MAP6 and the post-translational acetylation of α-tubulin modulate the association of Rpt5 with microtubules. This reversible association could be related to functional preservation of the proteolytic complex during cold stress.
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Affiliation(s)
- Jésica B Flores-Martin
- Facultad de Ciencias Químicas, Departamento de Química Biológica Ranwel Caputto, Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC-CONICET), Universidad Nacional de Córdoba, 5000, Córdoba, Argentina
| | - Laura V Bonnet
- Facultad de Ciencias Químicas, Departamento de Química Biológica Ranwel Caputto, Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC-CONICET), Universidad Nacional de Córdoba, 5000, Córdoba, Argentina
| | - Anabela Palandri
- Facultad de Ciencias Químicas, Departamento de Química Biológica Ranwel Caputto, Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC-CONICET), Universidad Nacional de Córdoba, 5000, Córdoba, Argentina
| | - Sofía Zamanillo Hermida
- Facultad de Ciencias Químicas, Departamento de Química Biológica Ranwel Caputto, Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC-CONICET), Universidad Nacional de Córdoba, 5000, Córdoba, Argentina
| | - Marta H Hallak
- Facultad de Ciencias Químicas, Departamento de Química Biológica Ranwel Caputto, Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC-CONICET), Universidad Nacional de Córdoba, 5000, Córdoba, Argentina
| | - Mauricio R Galiano
- Facultad de Ciencias Químicas, Departamento de Química Biológica Ranwel Caputto, Centro de Investigaciones en Química Biológica de Córdoba (CIQUIBIC-CONICET), Universidad Nacional de Córdoba, 5000, Córdoba, Argentina
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20
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Buttermore ED, Anderson NC, Chen PF, Makhortova NR, Kim KH, Wafa SMA, Dwyer S, Micozzi JM, Winden KD, Zhang B, Han MJ, Kleiman RJ, Brownstein CA, Sahin M, Gonzalez-Heydrich J. 16p13.11 deletion variants associated with neuropsychiatric disorders cause morphological and synaptic changes in induced pluripotent stem cell-derived neurons. Front Psychiatry 2022; 13:924956. [PMID: 36405918 PMCID: PMC9669751 DOI: 10.3389/fpsyt.2022.924956] [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: 04/20/2022] [Accepted: 10/12/2022] [Indexed: 11/05/2022] Open
Abstract
16p13.11 copy number variants (CNVs) have been associated with autism, schizophrenia, psychosis, intellectual disability, and epilepsy. The majority of 16p13.11 deletions or duplications occur within three well-defined intervals, and despite growing knowledge of the functions of individual genes within these intervals, the molecular mechanisms that underlie commonly observed clinical phenotypes remain largely unknown. Patient-derived, induced pluripotent stem cells (iPSCs) provide a platform for investigating the morphological, electrophysiological, and gene-expression changes that result from 16p13.11 CNVs in human-derived neurons. Patient derived iPSCs with varying sizes of 16p13.11 deletions and familial controls were differentiated into cortical neurons for phenotypic analysis. High-content imaging and morphological analysis of patient-derived neurons demonstrated an increase in neurite branching in patients compared with controls. Whole-transcriptome sequencing revealed expression level changes in neuron development and synaptic-related gene families, suggesting a defect in synapse formation. Subsequent quantification of synapse number demonstrated increased numbers of synapses on neurons derived from early-onset patients compared to controls. The identification of common phenotypes among neurons derived from patients with overlapping 16p13.11 deletions will further assist in ascertaining common pathways and targets that could be utilized for screening drug candidates. These studies can help to improve future treatment options and clinical outcomes for 16p13.11 deletion patients.
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Affiliation(s)
- Elizabeth D Buttermore
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Boston Children's Hospital, Boston, MA, United States
| | - Nickesha C Anderson
- Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School Teaching Hospital, Boston, MA, United States
| | - Pin-Fang Chen
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Boston Children's Hospital, Boston, MA, United States
| | - Nina R Makhortova
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School Teaching Hospital, Boston, MA, United States
| | - Kristina H Kim
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Boston Children's Hospital, Boston, MA, United States
| | - Syed M A Wafa
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States
| | - Sean Dwyer
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States
| | - John M Micozzi
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States
| | - Kellen D Winden
- Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School Teaching Hospital, Boston, MA, United States
| | - Bo Zhang
- Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School Teaching Hospital, Boston, MA, United States
| | - Min-Joon Han
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States
| | - Robin J Kleiman
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School Teaching Hospital, Boston, MA, United States
| | - Catherine A Brownstein
- The Manton Center of Orphan Disease Research, Boston Children's Hospital, Boston, MA, United States
| | - Mustafa Sahin
- Human Neuron Core, Rosamund Stone Zander Translational Neuroscience Center, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Harvard Medical School Teaching Hospital, Boston, MA, United States
| | - Joseph Gonzalez-Heydrich
- Department of Psychiatry, Developmental Neuropsychiatry Research Program, Boston Children's Hospital, Boston, MA, United States
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21
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Brandão-Teles C, Smith BJ, Carregari VC. PTMs: A Missing Piece for Schizophrenia Studies. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1382:119-127. [DOI: 10.1007/978-3-031-05460-0_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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22
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Wu X, Shukla R, Alganem K, Zhang X, Eby HM, Devine EA, Depasquale E, Reigle J, Simmons M, Hahn MK, Au-Yeung C, Asgariroozbehani R, Hahn CG, Haroutunian V, Meller J, Meador-Woodruff J, McCullumsmith RE. Transcriptional profile of pyramidal neurons in chronic schizophrenia reveals lamina-specific dysfunction of neuronal immunity. Mol Psychiatry 2021; 26:7699-7708. [PMID: 34272489 PMCID: PMC8761210 DOI: 10.1038/s41380-021-01205-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/03/2021] [Accepted: 06/18/2021] [Indexed: 02/06/2023]
Abstract
While the pathophysiology of schizophrenia has been extensively investigated using homogenized postmortem brain samples, few studies have examined changes in brain samples with techniques that may attribute perturbations to specific cell types. To fill this gap, we performed microarray assays on mRNA isolated from anterior cingulate cortex (ACC) superficial and deep pyramidal neurons from 12 schizophrenia and 12 control subjects using laser-capture microdissection. Among all the annotated genes, we identified 134 significantly increased and 130 decreased genes in superficial pyramidal neurons, while 93 significantly increased and 101 decreased genes were found in deep pyramidal neurons, in schizophrenia compared to control subjects. In these differentially expressed genes, we detected lamina-specific changes of 55 and 31 genes in superficial and deep neurons in schizophrenia, respectively. Gene set enrichment analysis (GSEA) was applied to the entire pre-ranked differential expression gene lists to gain a complete pathway analysis throughout all annotated genes. Our analysis revealed overrepresented groups of gene sets in schizophrenia, particularly in immunity and synapse-related pathways, suggesting the disruption of these pathways plays an important role in schizophrenia. We also detected other pathways previously demonstrated in schizophrenia pathophysiology, including cytokine and chemotaxis, postsynaptic signaling, and glutamatergic synapses. In addition, we observed several novel pathways, including ubiquitin-independent protein catabolic process. Considering the effects of antipsychotic treatment on gene expression, we applied a novel bioinformatics approach to compare our differential expression gene profiles with 51 antipsychotic treatment datasets, demonstrating that our results were not influenced by antipsychotic treatment. Taken together, we found pyramidal neuron-specific changes in neuronal immunity, synaptic dysfunction, and olfactory dysregulation in schizophrenia, providing new insights for the cell-subtype specific pathophysiology of chronic schizophrenia.
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Affiliation(s)
- Xiaojun Wu
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Rammohan Shukla
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Khaled Alganem
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Xiaolu Zhang
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Hunter M. Eby
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Emily A. Devine
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA
| | - Erica Depasquale
- Department of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - James Reigle
- Department of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Micah Simmons
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Margaret K. Hahn
- Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, Canada, M5T 1R8,Institute of Medical Sciences, University of Toronto, 1 King’s College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Christy Au-Yeung
- Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, Canada, M5T 1R8
| | - Roshanak Asgariroozbehani
- Centre for Addiction and Mental Health, 250 College Street, Toronto, Ontario, Canada, M5T 1R8,Institute of Medical Sciences, University of Toronto, 1 King’s College Circle, Toronto, Ontario, Canada, M5S 1A8
| | - Chang-Gyu Hahn
- Department of Psychiatry, Vickie & Jack Farber Institute for Neuroscience, Jefferson University Hospitals, Philadelphia, PA, USA
| | - Vahram Haroutunian
- Departments of Psychiatry and Neuroscience, The Icahn School of Medicine at Mount Sinai, NY, USA,James J. Peters VA Medical Center, Mental Illness Research Education and Clinical Center (MIRECC), Bronx, NY, USA
| | - Jarek Meller
- Department of Biomedical Informatics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - James Meador-Woodruff
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA
| | - Robert E. McCullumsmith
- Department of Neurosciences, University of Toledo College of Medicine, Toledo, OH, USA,Neurosciences Institute, ProMedica, Toledo, OH, USA,Author for correspondence: Robert E. McCullumsmith, M.D., Ph.D., Department of Neurosciences, University of Toledo College of Medicine, 3000 Arlington Avenue, Block Health Science Building, Mail Stop 1007, Toledo, OH 43614,
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23
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Conz A, Musi CA, Russo L, Borsello T, Colnaghi L. Super-resolution study of PIAS SUMO E3-ligases in hippocampal and cortical neurons. Eur J Histochem 2021; 65:3241. [PMID: 34459572 PMCID: PMC8419632 DOI: 10.4081/ejh.2021.3241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 07/22/2021] [Indexed: 11/30/2022] Open
Abstract
The SUMOylation machinery is a regulator of neuronal activity and synaptic plasticity. It is composed of SUMO isoforms and specialized enzymes named E1, E2 and E3 SUMO ligases. Recent studies have highlighted how SUMO isoforms and E2 enzymes localize with synaptic markers to support previous functional studies but less information is available on E3 ligases. PIAS proteins - belonging to the protein inhibitor of activated STAT (PIAS) SUMO E3-ligase family - are the best-characterized SUMO E3-ligases and have been linked to the formation of spatial memory in rodents. Whether however they exert their function co-localizing with synaptic markers is still unclear. In this study, we applied for the first time structured illumination microscopy (SIM) to PIAS ligases to investigate the co-localization of PIAS1 and PIAS3 with synaptic markers in hippocampal and cortical murine neurons. The results indicate partial co-localization of PIAS1 and PIAS3 with synaptic markers in hippocampal neurons and much rarer occurrence in cortical neurons. This is in line with previous super-resolution reports describing the co-localization with synaptic markers of other components of the SUMOylation machinery.
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Affiliation(s)
- Andrea Conz
- Department of Molecular Biochemistry and Pharmacology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan.
| | - Clara Alice Musi
- Department of Neuroscience, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan; Department of Pharmacological and Biomolecular Sciences, University of Milan.
| | - Luca Russo
- Department of Molecular Biochemistry and Pharmacology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan.
| | - Tiziana Borsello
- Department of Neuroscience, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan; Department of Pharmacological and Biomolecular Sciences, University of Milan.
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24
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Kim HG, Cho JH, Kim J, Kim SJ. The Role of Epigenetic Changes in the Progression of Alcoholic Steatohepatitis. Front Physiol 2021; 12:691738. [PMID: 34335299 PMCID: PMC8323660 DOI: 10.3389/fphys.2021.691738] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 06/22/2021] [Indexed: 12/12/2022] Open
Abstract
Alcoholic steatohepatitis (ASH) is a progression hepatitis with severe fatty liver and its mortality rate for 30-days in patients are over 30%. Additionally, ASH is well known for one-fifth all alcoholic related liver diseases in the world. Excessive chronic alcohol consumption is one of the most common causes of the progression of ASH and is associated with poor prognosis and liver failure. Alcohol abuse dysregulates the lipid homeostasis and causes oxidative stress and inflammation in the liver. Consequently, metabolic pathways stimulating hepatic accumulation of excessive lipid droplets are induced. Recently, many studies have indicated a link between ASH and epigenetic changes, showing differential expression of alcohol-induced epigenetic genes in the liver. However, the specific mechanisms underlying the pathogenesis of ASH remain elusive. Thus, we here summarize the current knowledge about the roles of epigenetics in lipogenesis, inflammation, and apoptosis in the context of ASH pathophysiology. Especially, we highlight the latest findings on the roles of Sirtuins, a conserved family of class-III histone deacetylases, in ASH. Additionally, we discuss the involvement of DNA methylation, histone modifications, and miRNAs in ASH as well as the ongoing efforts for the clinical translation of the findings in ASH-related epigenetic changes.
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Affiliation(s)
- Hyeong Geug Kim
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, IN, United States
| | - Jung-Hyo Cho
- Department of East & West Cancer Center, Daejeon Korean Medicine Hospital of Daejeon University, Daejeon, South Korea
| | - Jeongkyu Kim
- Department of Life Science, Chung-Ang University, Seoul, South Korea
| | - Seung-Jin Kim
- Kangwon Institute of Inclusive Technology, Kangwon National University, Chuncheon, South Korea
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25
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Grubisha MJ, Sweet RA, MacDonald ML. Investigating Post-translational Modifications in Neuropsychiatric Disease: The Next Frontier in Human Post-mortem Brain Research. Front Mol Neurosci 2021; 14:689495. [PMID: 34335181 PMCID: PMC8322442 DOI: 10.3389/fnmol.2021.689495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 06/18/2021] [Indexed: 12/27/2022] Open
Abstract
Gene expression and translation have been extensively studied in human post-mortem brain tissue from subjects with psychiatric disease. Post-translational modifications (PTMs) have received less attention despite their implication by unbiased genetic studies and importance in regulating neuronal and circuit function. Here we review the rationale for studying PTMs in psychiatric disease, recent findings in human post-mortem tissue, the required controls for these types of studies, and highlight the emerging mass spectrometry approaches transforming this research direction.
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Affiliation(s)
- Melanie J. Grubisha
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Robert A. Sweet
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
| | - Matthew L. MacDonald
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
- Biomedical Mass Spectrometry Center, University of Pittsburgh, Pittsburgh, PA, United States
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26
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Martin K, Musaus M, Navabpour S, Gustin A, Ray WK, Helm RF, Jarome TJ. Females, but not males, require protein degradation in the hippocampus for contextual fear memory formation. ACTA ACUST UNITED AC 2021; 28:248-253. [PMID: 34266989 PMCID: PMC8284313 DOI: 10.1101/lm.053429.121] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 06/07/2021] [Indexed: 11/30/2022]
Abstract
Strong evidence supports a role for protein degradation in fear memory formation. However, these data have been largely done in only male animals. Here, we found that following contextual fear conditioning, females, but not males, had increased levels of proteasome activity and K48 polyubiquitin protein targeting in the dorsal hippocampus, the latter of which occurred at chaperones or RNA processing proteins. In vivo CRISPR–dCas9-mediated repression of protein degradation in the dorsal hippocampus impaired contextual fear memory in females, but not males. These results suggest a sex-specific role for protein degradation in the hippocampus during the consolidation of a contextual fear memory.
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Affiliation(s)
- Kiley Martin
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA
| | - Madeline Musaus
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA
| | - Shaghayegh Navabpour
- Fralin Biomedical Research Institute, Department of Translational Biology, Medicine, and Health, Virginia Polytechnic Institute and State University, Roanoke, Virginia 24016, USA
| | - Aspen Gustin
- Department of Animal and Poultry Science, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA
| | - W Keith Ray
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA
| | - Richard F Helm
- Department of Biochemistry, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA
| | - Timothy J Jarome
- School of Neuroscience, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA.,Fralin Biomedical Research Institute, Department of Translational Biology, Medicine, and Health, Virginia Polytechnic Institute and State University, Roanoke, Virginia 24016, USA.,Department of Animal and Poultry Science, Virginia Polytechnic Institute and State University, Blacksburg, Virginia 24061, USA
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27
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Jeon JH, Oh TR, Park S, Huh S, Kim JH, Mai BK, Lee JH, Kim SH, Lee MJ. The Antipsychotic Drug Clozapine Suppresses the RGS4 Polyubiquitylation and Proteasomal Degradation Mediated by the Arg/N-Degron Pathway. Neurotherapeutics 2021; 18:1768-1782. [PMID: 33884581 PMCID: PMC8608952 DOI: 10.1007/s13311-021-01039-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/12/2021] [Indexed: 02/04/2023] Open
Abstract
Although diverse antipsychotic drugs have been developed for the treatment of schizophrenia, most of their mechanisms of action remain elusive. Regulator of G-protein signaling 4 (RGS4) has been reported to be linked, both genetically and functionally, with schizophrenia and is a physiological substrate of the arginylation branch of the N-degron pathway (Arg/N-degron pathway). Here, we show that the atypical antipsychotic drug clozapine significantly inhibits proteasomal degradation of RGS4 proteins without affecting their transcriptional expression. In addition, the levels of Arg- and Phe-GFP (artificial substrates of the Arg/N-degron pathway) were significantly elevated by clozapine treatment. In silico computational model suggested that clozapine may interact with active sites of N-recognin E3 ubiquitin ligases. Accordingly, treatment with clozapine resulted in reduced polyubiquitylation of RGS4 and Arg-GFP in the test tube and in cultured cells. Clozapine attenuated the activation of downstream effectors of G protein-coupled receptor signaling, such as MEK1 and ERK1, in HEK293 and SH-SY5Y cells. Furthermore, intraperitoneal injection of clozapine into rats significantly stabilized the endogenous RGS4 protein in the prefrontal cortex. Overall, these results reveal an additional therapeutic mechanism of action of clozapine: this drug posttranslationally inhibits the degradation of Arg/N-degron substrates, including RGS4. These findings imply that modulation of protein post-translational modifications, in particular the Arg/N-degron pathway, may be a novel molecular therapeutic strategy against schizophrenia.
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Affiliation(s)
- Jun Hyoung Jeon
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, 03080, Korea
| | - Tae Rim Oh
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, 03080, Korea
| | - Seoyoung Park
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, 03080, Korea
- Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, 03080, Korea
| | - Sunghoo Huh
- Biomedical Research Institute, Seoul National University Hospital, Seoul, 03080, Korea
| | - Ji Hyeon Kim
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, 03080, Korea
| | - Binh Khanh Mai
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Jung Hoon Lee
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, 03080, Korea
- Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, 03080, Korea
| | - Se Hyun Kim
- Biomedical Research Institute, Seoul National University Hospital, Seoul, 03080, Korea.
- Department of Psychiatry, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, 03080, Korea.
| | - Min Jae Lee
- Department of Biochemistry and Molecular Biology, Seoul National University College of Medicine, Seoul, 03080, Korea.
- Neuroscience Research Institute, Seoul National University College of Medicine, Seoul, 03080, Korea.
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28
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Hertzberg L, Maggio N, Muler I, Yitzhaky A, Majer M, Haroutunian V, Zuk O, Katsel P, Domany E, Weiser M. Comprehensive Gene Expression Analysis Detects Global Reduction of Proteasome Subunits in Schizophrenia. Schizophr Bull 2021; 47:785-795. [PMID: 33141894 PMCID: PMC8084431 DOI: 10.1093/schbul/sbaa160] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND The main challenge in the study of schizophrenia is its high heterogeneity. While it is generally accepted that there exist several biological mechanisms that may define distinct schizophrenia subtypes, they have not been identified yet. We performed comprehensive gene expression analysis to search for molecular signals that differentiate schizophrenia patients from healthy controls and examined whether an identified signal was concentrated in a subgroup of the patients. METHODS Transcriptome sequencing of 14 superior temporal gyrus (STG) samples of subjects with schizophrenia and 15 matched controls from the Stanley Medical Research Institute (SMRI) was performed. Differential expression and pathway enrichment analysis results were compared to an independent cohort. Replicability was tested on 6 additional independent datasets. RESULTS The 2 STG cohorts showed high replicability. Pathway enrichment analysis of the down-regulated genes pointed to proteasome-related pathways. Meta-analysis of differential expression identified down-regulation of 12 of 39 proteasome subunit genes in schizophrenia. The signal of proteasome subunits down-regulation was replicated in 6 additional datasets (overall 8 cohorts with 267 schizophrenia and 266 control samples, from 5 brain regions). The signal was concentrated in a subgroup of patients with schizophrenia. CONCLUSIONS We detected global down-regulation of proteasome subunits in a subgroup of patients with schizophrenia. We hypothesize that the down-regulation of proteasome subunits leads to proteasome dysfunction that causes accumulation of ubiquitinated proteins, which has been recently detected in a subgroup of schizophrenia patients. Thus, down-regulation of proteasome subunits might define a biological subtype of schizophrenia.
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Affiliation(s)
- Libi Hertzberg
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel
- Shalvata Mental Health Center, Affiliated to the Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Nicola Maggio
- Department of Neurology, The Chaim Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
- Department of Neurology and Neurosurgery, Sackler Faculty of Medicine and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel
| | - Inna Muler
- Childhood Leukemia Research Institute and the Department of Pediatric Hemato-Oncology, Sheba Medical Center, Tel Hashomer, Ramat Gan, Israel
- Human Molecular Genetics and Biochemistry, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Assif Yitzhaky
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel
| | - Michael Majer
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel
| | - Vahram Haroutunian
- Departments of Psychiatry and Neuroscience, The Mount Sinai School of Medicine, New York, NY
- Department of Psychiatry, James J Peters VA Medical Center, Bronx, NY
| | - Or Zuk
- Department of Statistics, The Hebrew University of Jerusalem, Jerusalem, Israel
| | - Pavel Katsel
- Departments of Psychiatry and Neuroscience, The Mount Sinai School of Medicine, New York, NY
| | - Eytan Domany
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot, Israel
| | - Mark Weiser
- Department of Psychiatry, Chaim Sheba Medical Center, Ramat-Gan and the Sackler School of Medicine, Tel-Aviv University, Tel Aviv, Israel
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29
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Huang W, Gu X, Wang Y, Bi Y, Yang Y, Wan G, Chen N, Li K. Effects of the co-administration of MK-801 and clozapine on MiRNA expression profiles in rats. Basic Clin Pharmacol Toxicol 2021; 128:758-772. [PMID: 33656787 DOI: 10.1111/bcpt.13576] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 02/18/2021] [Accepted: 02/25/2021] [Indexed: 12/24/2022]
Abstract
MiRNAs are small, non-coding RNAs that can silence the expression of various target genes by binding their mRNAs and thus regulate a wide range of crucial bodily functions. However, the miRNA expression profile of schizophrenia after antipsychotic mediation is largely unknown. Non-competitive N-methyl-D-aspartic acid (NMDA) receptor antagonists such as MK-801 have provided useful animal models to investigate the effects of schizophrenia-like symptoms in rodent animals. Herein, the hippocampal miRNA expression profiles of Sprague-Dawley rats pretreated with MK-801 were examined after antipsychotic clozapine (CLO) treatment. Total hippocampal RNAs from three groups were subjected to next-generation sequencing (NGS), and bioinformatics analyses, including differential expression and enrichment analyses, were performed. Eight miRNAs were differentially expressed between the MK-801 and vehicle (VEH) control groups. Interestingly, 14 miRNAs were significantly differentially expressed between the CLO + MK-801 and MK-801 groups, among which rno-miR-184 was the most upregulated. Further analyses suggested that these miRNAs modulate target genes that are involved in endocytosis regulation, ubiquitin-mediated proteolysis, and actin cytoskeleton regulation and thus might play important roles in the pathogenesis of schizophrenia. Our results suggest that differentially expressed miRNAs play important roles in the complex pathophysiology of schizophrenia and subsequently impact brain functions.
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Affiliation(s)
- Wenhui Huang
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Jinan University, Guangzhou, China.,Clinical Neuroscience Institute of Jinan University, Guangzhou, China.,Department of Neurology, Zhujiang Hospital of Southern Medical University, Guangzhou, China
| | - Xuefeng Gu
- Key Laboratory of Molecular Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Yingying Wang
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Jinan University, Guangzhou, China.,Clinical Neuroscience Institute of Jinan University, Guangzhou, China
| | - Yuhan Bi
- Department of Pathology, Stanford University, Palo alto, CA, USA
| | - Yu Yang
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Jinan University, Guangzhou, China.,Clinical Neuroscience Institute of Jinan University, Guangzhou, China
| | - Guoqing Wan
- Key Laboratory of Molecular Imaging, Shanghai University of Medicine and Health Sciences, Shanghai, China
| | - Nianhong Chen
- Laboratory of Signal Transduction, Department of Radiation Oncology, Memorial Sloan-Kettering Cancer Center, New York, NY, USA
| | - Keshen Li
- Department of Neurology and Stroke Center, the First Affiliated Hospital of Jinan University, Guangzhou, China.,Clinical Neuroscience Institute of Jinan University, Guangzhou, China
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30
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Remodeling without destruction: non-proteolytic ubiquitin chains in neural function and brain disorders. Mol Psychiatry 2021; 26:247-264. [PMID: 32709994 PMCID: PMC9229342 DOI: 10.1038/s41380-020-0849-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Revised: 07/08/2020] [Accepted: 07/14/2020] [Indexed: 12/31/2022]
Abstract
Ubiquitination is a fundamental posttranslational protein modification that regulates diverse biological processes, including those in the CNS. Several topologically and functionally distinct polyubiquitin chains can be assembled on protein substrates, modifying their fates. The classical and most prevalent polyubiquitin chains are those that tag a substrate to the proteasome for degradation, which has been established as a major mechanism driving neural circuit deconstruction and remodeling. In contrast, proteasome-independent non-proteolytic polyubiquitin chains regulate protein scaffolding, signaling complex formation, and kinase activation, and play essential roles in an array of signal transduction processes. Despite being a cornerstone in immune signaling and abundant in the mammalian brain, these non-proteolytic chains are underappreciated in neurons and synapses in the brain. Emerging studies have begun to generate exciting insights about some fundamental roles played by these non-degradative chains in neuronal function and plasticity. In addition, their roles in a number of brain diseases are being recognized. In this article, we discuss recent advances on these nonconventional ubiquitin chains in neural development, function, plasticity, and related pathologies.
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31
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Wada Y, Maekawa M, Ohnishi T, Balan S, Matsuoka S, Iwamoto K, Iwayama Y, Ohba H, Watanabe A, Hisano Y, Nozaki Y, Toyota T, Shimogori T, Itokawa M, Kobayashi T, Yoshikawa T. Peroxisome proliferator-activated receptor α as a novel therapeutic target for schizophrenia. EBioMedicine 2020; 62:103130. [PMID: 33279456 PMCID: PMC7728824 DOI: 10.1016/j.ebiom.2020.103130] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 10/22/2020] [Accepted: 11/02/2020] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND The pathophysiology of schizophrenia, a major psychiatric disorder, remains elusive. In this study, the role of peroxisome proliferator-activated receptor (PPAR)/retinoid X receptor (RXR) families, belonging to the ligand-activated nuclear receptor superfamily, in schizophrenia, was analyzed. METHODS The PPAR/RXR family genes were screened by exploiting molecular inversion probe (MIP)-based targeted next-generation sequencing (NGS) using the samples of 1,200 Japanese patients with schizophrenia. The results were compared with the whole-genome sequencing databases of the Japanese cohort (ToMMo) and the gnomAD. To reveal the relationship between PPAR/RXR dysfunction and schizophrenia, Ppara KO mice and fenofibrate (a clinically used PPARα agonist)-administered mice were assessed by performing behavioral, histological, and RNA-seq analyses. FINDINGS Our findings indicate that c.209-2delA, His117Gln, Arg141Cys, and Arg226Trp of the PPARA gene are risk variants for schizophrenia. The c.209-2delA variant generated a premature termination codon. The three missense variants significantly decreased the activity of PPARα as a transcription factor in vitro. The Ppara KO mice exhibited schizophrenia-relevant phenotypes, including behavioral deficits and impaired synaptogenesis in the cerebral cortex. Oral administration of fenofibrate alleviated spine pathology induced by phencyclidine, an N-methyl-d-aspartate (NMDA) receptor antagonist. Furthermore, pre-treatment with fenofibrate suppressed the sensitivity of mice to another NMDA receptor antagonist, MK-801. RNA-seq analysis revealed that PPARα regulates the expression of synaptogenesis signaling pathway-related genes. INTERPRETATION The findings of this study indicate that the mechanisms underlying schizophrenia pathogenesis involve PPARα-regulated transcriptional machinery and modulation of synapse physiology. Hence, PPARα can serve as a novel therapeutic target for schizophrenia.
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Affiliation(s)
- Yuina Wada
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan; Department of Biological Science, Graduate School of Humanities and Science, Ochanomizu University, Tokyo 112-8610, Japan; Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Motoko Maekawa
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan; Department of Biological Science, Graduate School of Humanities and Science, Ochanomizu University, Tokyo 112-8610, Japan.
| | - Tetsuo Ohnishi
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan; Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Shabeesh Balan
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan; Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | | | - Kazuya Iwamoto
- Department of Molecular Brain Science, Graduate School of Medical Sciences, Kumamoto University, Kumamoto 860-8556, Japan
| | - Yoshimi Iwayama
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Hisako Ohba
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Akiko Watanabe
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Yasuko Hisano
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Yayoi Nozaki
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Tomoko Toyota
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan
| | - Tomomi Shimogori
- Laboratory for Molecular Mechanisms of Brain Development, RIKEN Center for Brain Science, Saitama 351-0198, Japan
| | - Masanari Itokawa
- Center for Medical Cooperation, Tokyo Metropolitan Institute of Medical Science, Tokyo 156-8506, Japan
| | - Tetsuyuki Kobayashi
- Department of Biological Science, Graduate School of Humanities and Science, Ochanomizu University, Tokyo 112-8610, Japan
| | - Takeo Yoshikawa
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, 2-1 Hirosawa, Wako-city, Saitama 351-0198, Japan; Department of Biological Science, Graduate School of Humanities and Science, Ochanomizu University, Tokyo 112-8610, Japan.
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Sydnor VJ, Roalf DR. A meta-analysis of ultra-high field glutamate, glutamine, GABA and glutathione 1HMRS in psychosis: Implications for studies of psychosis risk. Schizophr Res 2020; 226:61-69. [PMID: 32723493 PMCID: PMC7750272 DOI: 10.1016/j.schres.2020.06.028] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2020] [Revised: 06/25/2020] [Accepted: 06/26/2020] [Indexed: 12/20/2022]
Abstract
Ultra-high field proton magnetic resonance spectroscopy (1HMRS) offers a unique opportunity to measure the concentration of neurometabolites implicated in psychosis (PSY). The extant 7 T 1HMRS literature measuring glutamate-associated neurometabolites in the brain in PSY in vivo is small, but a comprehensive, quantitative summary of these data can offer insight and guidance to this emerging field. This meta-analysis examines proton spectroscopy (1HMRS) measures of glutamate (Glu), glutamine (Gln), glutamate+glutamine (Glx), gamma aminobutyric acid (GABA), and glutathione (GSH) across 255 individuals with PSY (121 first episode) and 293 healthy comparison participants (HC). While all five neurometabolites were lower in PSY as compared to HC, only Glu (Cohen's d = -0.18) and GSH (Cohen's d = -0.21) concentrations were significantly lower in PSY, whereas concentrations of Gln, Glx, and GABA did not significantly differ between groups. Notably, 1HMRS methodological choices and sample demographic characteristics did not impact study-specific effect sizes for PSY-related Glu or GSH differences. This review thus provides further evidence of neurometabolite dysfunction in first episode and chronic PSY, and thereby suggests that Glu and GSH abnormalities may additionally play a role in more incipient stages of the disorder: in clinical high risk stages. Additional 7 T neurochemical imaging studies in larger, longitudinal, and unmedicated samples and in youth at risk for developing psychosis are needed. Such studies will be critical for elucidating the neurodevelopmental and clinical time course of PSY-related neurometabolite alterations, and for assessing the potential for implicated metabolites to serve as druggable targets for decreasing PSY risk.
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Affiliation(s)
- Valerie J Sydnor
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - David R Roalf
- Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, United States of America; Lifespan Brain Institute at the Children's Hospital of Philadelphia & the University of Pennsylvania, Philadelphia, PA 19104, United States of America.
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Banerjee S, Kumar M, Wiener R. Decrypting UFMylation: How Proteins Are Modified with UFM1. Biomolecules 2020; 10:E1442. [PMID: 33066455 PMCID: PMC7602216 DOI: 10.3390/biom10101442] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Revised: 10/08/2020] [Accepted: 10/09/2020] [Indexed: 12/15/2022] Open
Abstract
Besides ubiquitin (Ub), humans have a set of ubiquitin-like proteins (UBLs) that can also covalently modify target proteins. To date, less is known about UBLs than Ub and even less is known about the UBL called ubiquitin-fold modifier 1 (UFM1). Currently, our understanding of protein modification by UFM1 (UFMylation) is like a jigsaw puzzle with many missing pieces, and in some cases it is not even clear whether these pieces of data are in the right place. Here we review the current data on UFM1 from structural biology to biochemistry and cell biology. We believe that the physiological significance of protein modification by UFM1 is currently underestimated and there is more to it than meets the eye.
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Affiliation(s)
| | | | - Reuven Wiener
- Department of Biochemistry and Molecular Biology, The Institute for Medical Research Israel-Canada, Hebrew University-Hadassah Medical School, Jerusalem 91120, Israel; (S.B.); (M.K.)
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Seabra G, de Almeida V, Reis-de-Oliveira G, Crunfli F, Antunes ASLM, Martins-de-Souza D. Ubiquitin-proteasome system, lipid metabolism and DNA damage repair are triggered by antipsychotic medication in human oligodendrocytes: implications in schizophrenia. Sci Rep 2020; 10:12655. [PMID: 32724114 PMCID: PMC7387551 DOI: 10.1038/s41598-020-69543-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 07/14/2020] [Indexed: 12/14/2022] Open
Abstract
Schizophrenia is a chronic, severe and disabling psychiatric disorder, whose treatment is based on psychosocial interventions and the use of antipsychotic drugs. While the effects of these drugs are well elucidated in neuronal cells, they are still not so clear in oligodendrocytes, which play a vital role in schizophrenia. Thus, we aimed to characterize biochemical profiles by proteomic analyses of human oligodendrocytes (MO3.13) which were matured using a protocol we developed and treated with either haloperidol (a typical antipsychotic), clozapine (an atypical antipsychotic) or a clozapine + D-serine co-treatment, which has emerged lately as an alternative type of treatment. This was accomplished by employing shotgun proteomics, using nanoESI-LC-MS/MS label-free quantitation. Proteomic analysis revealed biochemical pathways commonly affected by all tested antipsychotics were mainly associated to ubiquitination, proteasome degradation, lipid metabolism and DNA damage repair. Clozapine and haloperidol treatments also affected proteins involved with the actin cytoskeleton and with EIF2 signaling. In turn, metabolic processes, especially the metabolism of nitrogenous compounds, were a predominant target of modulation of clozapine + D-serine treatment. In this context, we seek to contribute to the understanding of the biochemical and molecular mechanisms involved in the action of antipsychotics on oligodendrocytes, along with their possible implications in schizophrenia.
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Affiliation(s)
- Gabriela Seabra
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato, 255, Campinas, SP, 13083-862, Brazil
| | - Valéria de Almeida
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato, 255, Campinas, SP, 13083-862, Brazil
| | - Guilherme Reis-de-Oliveira
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato, 255, Campinas, SP, 13083-862, Brazil
| | - Fernanda Crunfli
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato, 255, Campinas, SP, 13083-862, Brazil
| | - André Saraiva Leão Marcelo Antunes
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato, 255, Campinas, SP, 13083-862, Brazil
| | - Daniel Martins-de-Souza
- Laboratory of Neuroproteomics, Department of Biochemistry and Tissue Biology, Institute of Biology, University of Campinas (UNICAMP), Rua Monteiro Lobato, 255, Campinas, SP, 13083-862, Brazil.
- Experimental Medicine Research Cluster (EMRC), University of Campinas, Campinas, SP, Brazil.
- D'Or Institute for Research and Education (IDOR), São Paulo, Brazil.
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Luza S, Opazo CM, Bousman CA, Pantelis C, Bush AI, Everall IP. The ubiquitin proteasome system and schizophrenia. Lancet Psychiatry 2020; 7:528-537. [PMID: 32061320 DOI: 10.1016/s2215-0366(19)30520-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Revised: 11/22/2019] [Accepted: 12/03/2019] [Indexed: 12/12/2022]
Abstract
The ubiquitin-proteasome system is a master regulator of neural development and the maintenance of brain structure and function. It influences neurogenesis, synaptogenesis, and neurotransmission by determining the localisation, interaction, and turnover of scaffolding, presynaptic, and postsynaptic proteins. Moreover, ubiquitin-proteasome system signalling transduces epigenetic changes in neurons independently of protein degradation and, as such, dysfunction of components and substrates of this system has been linked to a broad range of brain conditions. Although links between ubiquitin-proteasome system dysfunction and neurodegenerative disorders have been known for some time, only recently have similar links emerged for neurodevelopmental disorders, such as schizophrenia. Here, we review the components of the ubiquitin-proteasome system that are reported to be dysregulated in schizophrenia, and discuss specific molecular changes to these components that might, in part, explain the complex causes of this mental disorder.
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Affiliation(s)
- Sandra Luza
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia
| | - Carlos M Opazo
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia
| | - Chad A Bousman
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; The Cooperative Research Centre for Mental Health, Carlton South, VIC, Australia; Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada; Departments of Medical Genetics, Psychiatry, and Physiology & Pharmacology, University of Calgary, Calgary, AB, Canada; University of Calgary, Calgary, AB, Canada
| | - Christos Pantelis
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; Centre for Neural Engineering, Department of Electrical and Electronic Engineering, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; The Cooperative Research Centre for Mental Health, Carlton South, VIC, Australia; Alberta Children's Hospital Research Institute, Calgary, AB, Canada; NorthWestern Mental Health, Melbourne, VIC, Australia
| | - Ashley I Bush
- Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia.
| | - Ian P Everall
- Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; Melbourne Dementia Research Centre, Florey Institute of Neuroscience and Mental Health, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; Centre for Neural Engineering, Department of Electrical and Electronic Engineering, The University of Melbourne & Melbourne Health, Parkville, VIC, Australia; The Cooperative Research Centre for Mental Health, Carlton South, VIC, Australia; Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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36
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Yu J, Qin B, Lou Z. Ubiquitin and ubiquitin-like molecules in DNA double strand break repair. Cell Biosci 2020; 10:13. [PMID: 32071713 PMCID: PMC7014694 DOI: 10.1186/s13578-020-0380-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 01/30/2020] [Indexed: 12/23/2022] Open
Abstract
Both environmental and endogenous factors induce various forms of DNA damage. DNA double strand break (DSB) is the most deleterious DNA lesion. The swift initiation of a complexed network of interconnected pathways to repair the DNA lesion is essential for cell survival. In the past years, the roles of ubiquitin and ubiquitin-like proteins in DNA damage response and DNA repair has been explored. These findings help us better understand the complicated mechanism of DSB signaling pathways.
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Affiliation(s)
- Jia Yu
- 1Division of Clinical Pharmacology, Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN 55905 USA
| | - Bo Qin
- 1Division of Clinical Pharmacology, Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, MN 55905 USA.,2Department of Oncology, Mayo Clinic, Rochester, MN 55905 USA.,3Gastrointestinal Research Unit, Mayo Clinic, Rochester, MN 55905 USA
| | - Zhenkun Lou
- 2Department of Oncology, Mayo Clinic, Rochester, MN 55905 USA
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MacDonald ML, Garver M, Newman J, Sun Z, Kannarkat J, Salisbury R, Glausier J, Ding Y, Lewis DA, Yates N, Sweet RA. Synaptic Proteome Alterations in the Primary Auditory Cortex of Individuals With Schizophrenia. JAMA Psychiatry 2020; 77:86-95. [PMID: 31642882 PMCID: PMC6813579 DOI: 10.1001/jamapsychiatry.2019.2974] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 07/10/2019] [Indexed: 12/28/2022]
Abstract
Importance Findings from unbiased genetic studies have consistently implicated synaptic protein networks in schizophrenia, but the molecular pathologic features within these networks and their contribution to the synaptic and circuit deficits thought to underlie disease symptoms remain unknown. Objective To determine whether protein levels are altered within synapses from the primary auditory cortex (A1) of individuals with schizophrenia and, if so, whether these differences are restricted to the synapse or occur throughout the gray matter. Design, Setting, and Participants This paired case-control study included tissue samples from individuals with schizophrenia obtained from the Allegheny County Office of the Medical Examiner. An independent panel of health care professionals made consensus DSM-IV diagnoses. Each tissue sample from an individual with schizophrenia was matched by sex, age, and postmortem interval with 1 sample from an unaffected control individual. Targeted mass spectrometry was used to measure protein levels in A1 gray matter homogenate and synaptosome preparations. All experimenters were blinded to diagnosis. Mass spectrometry data were collected from September 26 through November 4, 2016, and analyzed from November 3, 2016, to July 15, 2019. Main Outcomes and Measures Primary measures were homogenate and synaptosome protein levels and their coregulation network features. Hypotheses generated before data collection were (1) that levels of canonical postsynaptic proteins in A1 synaptosome preparations would differ between individuals with schizophrenia and controls and (2) that these differences would not be explained by changes in total A1 homogenate protein levels. Results Synaptosome and homogenate protein levels were investigated in 48 individuals with a schizophrenia diagnosis and 48 controls (mean age in both groups, 48 years [range, 17-83 years]); each group included 35 males (73%) and 13 females (27%). Robust alterations (statistical cutoff set at an adjusted Limma P < .05) were observed in synaptosome levels of canonical mitochondrial and postsynaptic proteins that were highly coregulated and not readily explained by postmortem interval, antipsychotic drug treatment, synaptosome yield, or underlying alterations in homogenate protein levels. Conclusions and Relevance These findings suggest a robust and highly coordinated rearrangement of the synaptic proteome. In line with unbiased genetic findings, alterations in synaptic levels of postsynaptic proteins were identified, providing a road map to identify the specific cells and circuits that are impaired in individuals with schizophrenia A1.
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Affiliation(s)
- Matthew L. MacDonald
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
- Biomedical Mass Spectrometry Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Megan Garver
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jason Newman
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Zhe Sun
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Joseph Kannarkat
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ryan Salisbury
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jill Glausier
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ying Ding
- Department of Biostatistics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - David A. Lewis
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Nathan Yates
- Biomedical Mass Spectrometry Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Robert A. Sweet
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania
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Han C, Cui K, Bi X, Wang L, Sun M, Yang L, Liu L. Association between polymorphism of the NEDD4 gene and cognitive dysfunction of schizophrenia patients in Chinese Han population. BMC Psychiatry 2019; 19:405. [PMID: 31849325 PMCID: PMC6918612 DOI: 10.1186/s12888-019-2386-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 12/04/2019] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Schizophrenia is a complex psychiatric disorder with unknown etiology. A number of recent studies have shown that the polymorphism of the neural precursor cell expressed developmentally down-regulated 4 (NEDD4) gene is associated with a variety of neuropsychiatric disorders, such as schizophrenia, and may also be associated with cognitive dysfunction in these diseases. METHODS A case-control study was carried out, the alleles and genotypes distributions of five loci (rs3088077, rs2303579, rs7162435, rs11550869, rs62043855) of the NEDD4 gene from 296 schizophrenia patients and 320 healthy controls were detected by using Taqman single-nucleotide polymorphism (SNP) genotyping technology. The clinical data of case and control group members were collected by self-made questionnaire and the psychotic symptoms of case group members were assessed by the Positive and Negative Syndrome Scale (PANSS). The Matrics Consensus Cognitive Battery (MCCB) was used to test the cognitive function of case group members. RESULTS The alleles and genotypes frequency of two loci (rs3088077, rs2303579) between case and control group showed significant differences (P < 0.05). There was no significant difference in MCCB scores of patients with different genotypes at rs3088077, rs11550869 and rs7162435 loci in case group. The study of rs2303579 locus showed that, patients' scores with CT genotype were significantly lower than those with CC and TT genotypes (P < 0.05) in the test of Wechsler Memory Scale-Third Edition (WMS-III): Spatial Span, the scores of patients with TT genotype were significantly higher than those with CT genotype (P < 0.05) in the test of Hopkins Verbal Learning Test-Revised (HVLT-R). The study of rs62043855 locus showed that patients with TG genotype had significantly lower scores than those with GG genotype (P < 0.05) in the test of Neuropsychological Assessment Battery (NAB): Mazes. CONCLUSIONS Our study showed that in schizophrenia patients of Chinese Han population, the polymorphisms of rs3088077 and rs2303579 loci were related to the pathogenesis of schizophrenia, while the polymorphisms of rs2303579 and rs62043855 loci were associated with cognitive dysfunction.
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Affiliation(s)
- Chao Han
- grid.452754.5Shandong Mental Health Center, Jinan, Shandong People’s Republic of China
| | - Kaiyan Cui
- grid.452754.5Shandong Mental Health Center, Jinan, Shandong People’s Republic of China
| | - Xiaojiao Bi
- grid.452754.5Shandong Mental Health Center, Jinan, Shandong People’s Republic of China
| | - Lina Wang
- grid.452754.5Shandong Mental Health Center, Jinan, Shandong People’s Republic of China
| | - Mengmeng Sun
- grid.452754.5Shandong Mental Health Center, Jinan, Shandong People’s Republic of China
| | - Limin Yang
- grid.452754.5Shandong Mental Health Center, Jinan, Shandong People’s Republic of China
| | - Lanfen Liu
- Shandong Mental Health Center, Jinan, Shandong, People's Republic of China.
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Kumar A, Pareek V, Singh HN, Faiq MA, Narayan RK, Raza K, Kumar P. Altered Expression of a Unique Set of Genes Reveals Complex Etiology of Schizophrenia. Front Psychiatry 2019; 10:906. [PMID: 31920755 PMCID: PMC6920214 DOI: 10.3389/fpsyt.2019.00906] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Accepted: 11/15/2019] [Indexed: 01/26/2023] Open
Abstract
Background: The etiology of schizophrenia is extensively debated, and multiple factors have been contended to be involved. A panoramic view of the contributing factors in a genome-wide study can be an effective strategy to provide a comprehensive understanding of its causality. Materials and Methods: GSE53987 dataset downloaded from GEO-database, which comprised mRNA expression data of post-mortem brain tissue across three regions from control (C) and age-matched subjects (T) of schizophrenia (N = Hippocampus [HIP]: C-15, T-18, Prefrontal cortex [PFC]: C-15, T-19, Associative striatum [STR]: C-18, T-18). Bio-conductor-affy-package used to compute mRNA expression, and further t-test applied to investigate differential gene expression. The analysis of the derived genes performed using the PANTHER Classification System and NCBI database. Further, a protein interactome analysis of the derived gene set was performed using STRING v10 database (https://string-db.org/) Results: A set of 40 genes showed significantly altered (p < 0.01) expression across all three brain regions. The analyses unraveled genes implicated in biological processes and events, and molecular pathways relating basic neuronal functions. Conclusions: The aberrant expression of genes maintaining basic cell machinery explains compromised neuronal processing in SCZ.
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Affiliation(s)
- Ashutosh Kumar
- Department of Anatomy, All India Institute of Medical Sciences (AIIMS), Patna, India
- Department of Anatomy, All India Institute of Medical Sciences (AIIMS), New Delhi, India
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
| | - Vikas Pareek
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
- Computational Neuroscience and Neuroimaging Division, National Brain Research Centre (NBRC), Manesar, India
| | - Himanshu N. Singh
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
- TAGC—Theories and Approaches of Genomic Complexity, Aix Marseille University, Inserm U1090, Marseille, France
| | - Muneeb A. Faiq
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
- Neuroimaging and Visual Science Laboratory, New York University (NYU) Langone Health Centre, NYU Robert I. Grossman School of Medicine, New York, NY, United States
| | - Ravi K. Narayan
- Department of Anatomy, All India Institute of Medical Sciences (AIIMS), Patna, India
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
| | - Khursheed Raza
- Department of Anatomy, All India Institute of Medical Sciences (AIIMS), New Delhi, India
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
| | - Pavan Kumar
- Etiologically Elusive Disorders Research Network (EEDRN), New Delhi, India
- Developmental Neurogenetics Lab, Department of Pediatrics, Medical University of South Carolina, Charleston, SC, United States
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Velásquez E, Martins-de-Souza D, Velásquez I, Carneiro GRA, Schmitt A, Falkai P, Domont GB, Nogueira FCS. Quantitative Subcellular Proteomics of the Orbitofrontal Cortex of Schizophrenia Patients. J Proteome Res 2019; 18:4240-4253. [PMID: 31581776 DOI: 10.1021/acs.jproteome.9b00398] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Schizophrenia is a chronic disease characterized by the impairment of mental functions with a marked social dysfunction. A quantitative proteomic approach using iTRAQ labeling and SRM, applied to the characterization of mitochondria (MIT), crude nuclear fraction (NUC), and cytoplasm (CYT), can allow the observation of dynamic changes in cell compartments providing valuable insights concerning schizophrenia physiopathology. Mass spectrometry analyses of the orbitofrontal cortex from 12 schizophrenia patients and 8 healthy controls identified 655 protein groups in the MIT fraction, 1500 in NUC, and 1591 in CYT. We found 166 groups of proteins dysregulated among all enriched cellular fractions. Through the quantitative proteomic analysis, we detect as the main biological pathways those related to calcium and glutamate imbalance, cell signaling disruption of CREB activation, axon guidance, and proteins involved in the activation of NF-kB signaling along with the increase of complement protein C3. Based on our data analysis, we suggest the activation of NF-kB as a possible pathway that links the deregulation of glutamate, calcium, apoptosis, and the activation of the immune system in schizophrenia patients. All MS data are available in the ProteomeXchange Repository under the identifier PXD015356 and PXD014350.
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Affiliation(s)
- Erika Velásquez
- Proteomics Unit, Department of Biochemistry, Institute of Chemistry , Federal University of Rio de Janeiro , Rio de Janeiro 21941-909 , Brazil
| | - Daniel Martins-de-Souza
- Laboratory of Neuroproteomics, Department of Biochemistry, Institute of Biology , University of Campinas (UNICAMP) , Campinas 13083-970 , Brazil.,Experimental Medicine Research Cluster (EMRC) University of Campinas , Campinas 13083-887 , SP , Brazil.,Instituto Nacional de Biomarcadores em Neuropsiquiatria (INBION) , Conselho Nacional de Desenvolvimento Cientı́fico e Tecnológico (CNPq) , São Paulo , Brazil
| | | | - Gabriel Reis Alves Carneiro
- Laboratory of Proteomics, LADETEC, Institute of Chemistry , Federal University of Rio de Janeiro , Rio de Janeiro 21941-598 , Brazil
| | - Andrea Schmitt
- Department of Psychiatry and Psychotherapy , Ludwig Maximilian University of Munich (LMU) , 80539 Munich , Germany
| | - Peter Falkai
- Department of Psychiatry and Psychotherapy , Ludwig Maximilian University of Munich (LMU) , 80539 Munich , Germany
| | - Gilberto B Domont
- Proteomics Unit, Department of Biochemistry, Institute of Chemistry , Federal University of Rio de Janeiro , Rio de Janeiro 21941-909 , Brazil
| | - Fabio C S Nogueira
- Proteomics Unit, Department of Biochemistry, Institute of Chemistry , Federal University of Rio de Janeiro , Rio de Janeiro 21941-909 , Brazil.,Laboratory of Proteomics, LADETEC, Institute of Chemistry , Federal University of Rio de Janeiro , Rio de Janeiro 21941-598 , Brazil
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Karunakaran KB, Chaparala S, Ganapathiraju MK. Potentially repurposable drugs for schizophrenia identified from its interactome. Sci Rep 2019; 9:12682. [PMID: 31481665 PMCID: PMC6722087 DOI: 10.1038/s41598-019-48307-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 07/11/2019] [Indexed: 12/13/2022] Open
Abstract
We previously presented the protein-protein interaction network of schizophrenia associated genes, and from it, the drug-protein interactome which showed the drugs that target any of the proteins in the interactome. Here, we studied these drugs further to identify whether any of them may potentially be repurposable for schizophrenia. In schizophrenia, gene expression has been described as a measurable aspect of the disease reflecting the action of risk genes. We studied each of the drugs from the interactome using the BaseSpace Correlation Engine, and shortlisted those that had a negative correlation with differential gene expression of schizophrenia. This analysis resulted in 12 drugs whose differential gene expression (drug versus normal) had an anti-correlation with differential expression for schizophrenia (disorder versus normal). Some of these drugs were already being tested for their clinical activity in schizophrenia and other neuropsychiatric disorders. Several proteins in the protein interactome of the targets of several of these drugs were associated with various neuropsychiatric disorders. The network of genes with opposite drug-induced versus schizophrenia-associated expression profiles were significantly enriched in pathways relevant to schizophrenia etiology and GWAS genes associated with traits or diseases that had a pathophysiological overlap with schizophrenia. Drugs that targeted the same genes as the shortlisted drugs, have also demonstrated clinical activity in schizophrenia and other related disorders. This integrated computational analysis will help translate insights from the schizophrenia drug-protein interactome to clinical research - an important step, especially in the field of psychiatric drug development which faces a high failure rate.
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Affiliation(s)
- Kalyani B Karunakaran
- Supercomputer Education and Research Centre, Indian Institute of Science, Indian Institute of Science, Bengaluru, India
| | | | - Madhavi K Ganapathiraju
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, USA.
- Intelligent Systems Program, University of Pittsburgh, Pittsburgh, USA.
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Nucifora LG, MacDonald ML, Lee BJ, Peters ME, Norris AL, Orsburn BC, Yang K, Gleason K, Margolis RL, Pevsner J, Tamminga CA, Sweet RA, Ross CA, Sawa A, Nucifora FC. Increased Protein Insolubility in Brains From a Subset of Patients With Schizophrenia. Am J Psychiatry 2019; 176:730-743. [PMID: 31055969 DOI: 10.1176/appi.ajp.2019.18070864] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE The mechanisms leading to schizophrenia are likely to be diverse. However, there may be common pathophysiological pathways for subtypes of the disease. The authors tested the hypothesis that increased protein insolubility and ubiquitination underlie the pathophysiology for a subtype of schizophrenia. METHODS Prefrontal cortex and superior temporal gyrus from postmortem brains of individuals with and without schizophrenia were subjected to cold sarkosyl fractionation, separating proteins into soluble and insoluble fractions. Protein insolubility and ubiquitin levels were quantified for each insoluble fraction, with normalization to total homogenate protein. Mass spectrometry analysis was then performed to identify the protein contents of the insoluble fractions. The potential biological relevance of the detected proteins was assessed using Gene Ontology enrichment analysis and Ingenuity Pathway Analysis. RESULTS A subset of the schizophrenia brains showed an increase in protein insolubility and ubiquitination in the insoluble fraction. Mass spectrometry of the insoluble fraction revealed that brains with increased insolubility and ubiquitination exhibited a similar peptide expression by principal component analysis. The proteins that were significantly altered in the insoluble fraction were enriched for pathways relating to axon target recognition as well as nervous system development and function. CONCLUSIONS This study suggests a pathological process related to protein insolubility for a subset of patients with schizophrenia. Determining the molecular mechanism of this subtype of schizophrenia could lead to a better understanding of the pathways underlying the clinical phenotype in some patients with major mental illness as well as to improved nosology and identification of novel therapeutic targets.
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Affiliation(s)
- Leslie G Nucifora
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Matthew L MacDonald
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Brian J Lee
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Matthew E Peters
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Alexis L Norris
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Benjamin C Orsburn
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Kun Yang
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Kelly Gleason
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Russell L Margolis
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Jonathan Pevsner
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Carol A Tamminga
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Robert A Sweet
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Christopher A Ross
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Akira Sawa
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
| | - Frederick C Nucifora
- The Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore (L.G. Nucifora, Lee, Peters, Yang, Margolis, Pevsner, Ross, Sawa, F.C. Nucifora); the Departments of Psychiatry and Neurology, University of Pittsburgh, and the VISN 4 Mental Illness Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh (MacDonald, Sweet); the Department of Neurology, Kennedy Krieger Institute, Baltimore (Norris, Pevsner); the Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore (Norris, Pevsner, Ross, Sawa); Protein Characterization Laboratory, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Frederick, Md. (Orsburn); the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas (Gleason, Tamminga); the Department of Neurology, Johns Hopkins University School of Medicine, Baltimore (Margolis, Ross, Sawa, F.C. Nucifora); Program in Cellular and Molecular Medicine, Johns Hopkins University School of Medicine, Baltimore (Lee, Sawa); the Department of Pharmacology and Molecular Sciences, Johns Hopkins University School of Medicine, Baltimore (Ross)
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Fang Z, Pan Z. Essential Role of Ubiquitin-Fold Modifier 1 Conjugation in DNA Damage Response. DNA Cell Biol 2019; 38:1030-1039. [PMID: 31368785 DOI: 10.1089/dna.2019.4861] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Both endogenous and exogenous factors can cause DNA damage that compromises genomic integrity and cell viability. A proper DNA damage response (DDR) plays a role in maintaining genome stability and preventing tumorigenesis. DNA double-strand breaks (DSBs) are the most toxic DNA lesion, whose response is dominated by the ataxia-telangiectasia mutated (ATM) protein kinase. After being activated by the sensor Mre11-Rad50-Nbs1 (MRN) complex or acetyltransferase Tip60, ATM rapidly phosphorylates downstream targets to launch DDR signaling when DNA is damaged. However, the exact mechanism of DDR is complex and ambiguous. Ufmylation, one type of ubiquitin-like modification, proceeds mainly through a three-step enzymatic reaction to help ubiquitin-fold modifier 1 (Ufm1), attach to substrates with ubiquitin-like modifier-activating enzyme 5 (Uba5), Ufm1-conjugating enzyme 1 (Ufc1) and Ufm1-specific ligase 1 (Ufl1). Although ubiquitination is essential to the DSBs response, the potential function of ufmylation in DDR is largely unknown. Herein, we review the relationship between ufmylation and DDR to elucidate the function and mechanism of ufmylation in DDR, which would reveal the pathogenesis of some diseases and provide new guidance to create a therapeutic method.
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Affiliation(s)
- Zhi Fang
- Jiangxi Medical College, Nanchang University, Nanchang, China
| | - Zezheng Pan
- Faculty of Basic Medical Science, Jiangxi Medical College, Nanchang University, Nanchang, China
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The effects of proteasome on baseline and methamphetamine-dependent dopamine transmission. Neurosci Biobehav Rev 2019; 102:308-317. [DOI: 10.1016/j.neubiorev.2019.05.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Revised: 04/29/2019] [Accepted: 05/09/2019] [Indexed: 12/16/2022]
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Blood and brain protein levels of ubiquitin-conjugating enzyme E2K (UBE2K) are elevated in individuals with schizophrenia. J Psychiatr Res 2019; 113:51-57. [PMID: 30901725 DOI: 10.1016/j.jpsychires.2019.03.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Revised: 03/04/2019] [Accepted: 03/05/2019] [Indexed: 12/22/2022]
Abstract
A number of recent studies have suggested the ubiquitin proteasome system (UPS) in schizophrenia is dysfunctional. The purpose of this study was to investigate UBE2K, a ubiquitin-conjugating (E2) enzyme within the UPS that has been associated with psychosis symptom severity, in the blood and brain of individuals with schizophrenia. Whole blood and erythrocytes from 128 (71 treatment-resistant schizophrenia, 57 healthy controls) individuals as well as frozen dorsolateral prefrontal cortex (DLPFC) and orbitofrontal cortex (OFC) post-mortem samples from 74 (37 schizophrenia, 37 controls) individuals were obtained. UBE2K gene expression was assayed in whole blood and DLPFC samples, whereas protein levels were assayed in erythrocytes and OFC samples. Elevated levels of UBE2K mRNA were observed in whole blood of individuals with schizophrenia (p = 0.03) but not in the DLPFC, while protein levels were raised in erythrocytes and the OFC (p < 0.001 and p = 0.002 respectively). Findings were not better explained by age, smoking, clozapine plasma levels or duration of illness. Although blood and brain samples were derived from independent samples, our findings suggest peripheral protein levels of UBE2K may serve as a surrogate of brain levels and further supports the notion of UPS dysfunction in schizophrenia. Future studies to determine the pathophysiological effects of elevated UBE2K protein levels in the brain of those with schizophrenia are warranted.
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Xie Z, Fang Z, Pan Z. Ufl1/RCAD, a Ufm1 E3 ligase, has an intricate connection with ER stress. Int J Biol Macromol 2019; 135:760-767. [PMID: 31129212 DOI: 10.1016/j.ijbiomac.2019.05.170] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 05/22/2019] [Accepted: 05/22/2019] [Indexed: 12/11/2022]
Abstract
Ufmylation is a type of post-translational modification that deals with complex and fine-tuned cellular activities. This modification proceeds mainly through a three-step enzymatic reaction with ubiquitin-fold modifier 1 (Ufm1), ubiquitin-like modifier-activating enzyme 5 (Uba5), Ufm1-conjugating enzyme 1 (Ufc1) and Ufm1-specific ligase 1 (Ufl1). Ufl1 has previously been reported to function as a Ufm1 E3 ligase in the ufmylation system, but knowledge of its physiological functions remains poor. At the subcellular level, Ufl1 is enriched in the endoplasmic reticulum (ER), implying that it may regulate events closely associated with the ER and ER functions, such as protein synthesis, folding, and secretion, compounding lipids or sterols, and maintaining calcium homeostasis. Different physiological or pathological stress circumstances can, however, disrupt ER homeostasis, giving rise to an incongruous condition that is harmful to cellular activity and ultimately causes ER stress. Understanding the relationship between Ufl1 and ER stress in physiology and pathology may reveal the pathogenesis of some diseases and provide new guidance to create a therapeutic method. Herein, we review the current literature and discuss the relationship between Ufl1 and ER stress (in hematopoietic disease, heart disease, etc.), thus providing insight into additional diseases.
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Affiliation(s)
- Zheng Xie
- Jiangxi Medical College, Nanchang University, Nanchang 330006, China
| | - Zhi Fang
- Jiangxi Medical College, Nanchang University, Nanchang 330006, China
| | - Zezheng Pan
- Faculty of Basic Medical Science, Jiangxi Medical College, Nanchang University, Nanchang 330006, China.
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Wang F, Zhao B. UBA6 and Its Bispecific Pathways for Ubiquitin and FAT10. Int J Mol Sci 2019; 20:ijms20092250. [PMID: 31067743 PMCID: PMC6539292 DOI: 10.3390/ijms20092250] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 04/26/2019] [Accepted: 04/28/2019] [Indexed: 12/25/2022] Open
Abstract
Questions have been raised since the discovery of UBA6 and its significant coexistence with UBE1 in the ubiquitin–proteasome system (UPS). The facts that UBA6 has the dedicated E2 enzyme USE1 and the E1–E2 cascade can activate and transfer both ubiquitin and ubiquitin-like protein FAT10 have attracted a great deal of attention to the regulational mechanisms of the UBA6–USE1 cascade and to how FAT10 and ubiquitin differentiate with each other. This review recapitulates the latest advances in UBA6 and its bispecific UBA6–USE1 pathways for both ubiquitin and FAT10. The intricate networks of UBA6 and its interplays with ubiquitin and FAT10 are briefly reviewed, as are their individual and collective functions in diverse physiological conditions.
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Affiliation(s)
- Fengting Wang
- Engineering Research Center of Cell and Therapeutic Antibody, Ministry of Education, and School of Pharmacy, Shanghai Jiao Tong University, Shanghai 200240, China.
| | - Bo Zhao
- Engineering Research Center of Cell and Therapeutic Antibody, Ministry of Education, and School of Pharmacy, Shanghai Jiao Tong University, Shanghai 200240, China.
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Cell Clearing Systems Bridging Neuro-Immunity and Synaptic Plasticity. Int J Mol Sci 2019; 20:ijms20092197. [PMID: 31060234 PMCID: PMC6538995 DOI: 10.3390/ijms20092197] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 04/29/2019] [Accepted: 04/30/2019] [Indexed: 02/06/2023] Open
Abstract
In recent years, functional interconnections emerged between synaptic transmission, inflammatory/immune mediators, and central nervous system (CNS) (patho)-physiology. Such interconnections rose up to a level that involves synaptic plasticity, both concerning its molecular mechanisms and the clinical outcomes related to its behavioral abnormalities. Within this context, synaptic plasticity, apart from being modulated by classic CNS molecules, is strongly affected by the immune system, and vice versa. This is not surprising, given the common molecular pathways that operate at the cross-road between the CNS and immune system. When searching for a common pathway bridging neuro-immune and synaptic dysregulations, the two major cell-clearing cell clearing systems, namely the ubiquitin proteasome system (UPS) and autophagy, take center stage. In fact, just like is happening for the turnover of key proteins involved in neurotransmitter release, antigen processing within both peripheral and CNS-resident antigen presenting cells is carried out by UPS and autophagy. Recent evidence unravelling the functional cross-talk between the cell-clearing pathways challenged the traditional concept of autophagy and UPS as independent systems. In fact, autophagy and UPS are simultaneously affected in a variety of CNS disorders where synaptic and inflammatory/immune alterations concur. In this review, we discuss the role of autophagy and UPS in bridging synaptic plasticity with neuro-immunity, while posing a special emphasis on their interactions, which may be key to defining the role of immunity in synaptic plasticity in health and disease.
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Limanaqi F, Biagioni F, Gaglione A, Busceti CL, Fornai F. A Sentinel in the Crosstalk Between the Nervous and Immune System: The (Immuno)-Proteasome. Front Immunol 2019; 10:628. [PMID: 30984192 PMCID: PMC6450179 DOI: 10.3389/fimmu.2019.00628] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Accepted: 03/08/2019] [Indexed: 12/20/2022] Open
Abstract
The wealth of recent evidence about a bi-directional communication between nerve- and immune- cells revolutionized the traditional concept about the brain as an “immune-privileged” organ while opening novel avenues in the pathophysiology of CNS disorders. In fact, altered communication between the immune and nervous system is emerging as a common hallmark in neuro-developmental, neurodegenerative, and neuro-immunological diseases. At molecular level, the ubiquitin proteasome machinery operates as a sentinel at the crossroad between the immune system and brain. In fact, the standard proteasome and its alternative/inducible counterpart, the immunoproteasome, operate dynamically and coordinately in both nerve- and immune- cells to modulate neurotransmission, oxidative/inflammatory stress response, and immunity. When dysregulations of the proteasome system occur, altered amounts of standard- vs. immune-proteasome subtypes translate into altered communication between neurons, glia, and immune cells. This contributes to neuro-inflammatory pathology in a variety of neurological disorders encompassing Parkinson's, Alzheimer's, and Huntingtin's diseases, brain trauma, epilepsy, and Multiple Sclerosis. In the present review, we analyze those proteasome-dependent molecular interactions which sustain communication between neurons, glia, and brain circulating T-lymphocytes both in baseline and pathological conditions. The evidence here discussed converges in that upregulation of immunoproteasome to the detriment of the standard proteasome, is commonly implicated in the inflammatory- and immune- biology of neurodegeneration. These concepts may foster additional studies investigating the role of immunoproteasome as a potential target in neurodegenerative and neuro-immunological disorders.
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Affiliation(s)
- Fiona Limanaqi
- Human Anatomy, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | | | | | | | - Francesco Fornai
- Human Anatomy, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy.,I.R.C.C.S Neuromed, Pozzilli, Italy
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Trakadis YJ, Sardaar S, Chen A, Fulginiti V, Krishnan A. Machine learning in schizophrenia genomics, a case-control study using 5,090 exomes. Am J Med Genet B Neuropsychiatr Genet 2019; 180:103-112. [PMID: 29704323 DOI: 10.1002/ajmg.b.32638] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Revised: 02/28/2018] [Accepted: 03/30/2018] [Indexed: 12/21/2022]
Abstract
Our hypothesis is that machine learning (ML) analysis of whole exome sequencing (WES) data can be used to identify individuals at high risk for schizophrenia (SCZ). This study applies ML to WES data from 2,545 individuals with SCZ and 2,545 unaffected individuals, accessed via the database of genotypes and phenotypes (dbGaP). Single nucleotide variants and small insertions and deletions were annotated by ANNOVAR using the reference genome hg19/GRCh37. Rare (predicted functional) variants with a minor allele frequency ≤1% and genotype quality ≥90 including missense, frameshift, stop gain, stop loss, intronic, and exonic splicing variants were selected. A file containing all cases and controls, the names of genes with variants meeting our criteria, and the number of variants per gene for each individual, was used for ML analysis. The supervised machine-learning algorithm used the patterns of variants observed in the different genes to determine which subset of genes can best predict that an individual is affected. Seventy percent of the data was used to train the algorithm and the remaining 30% of data (n = 1,526) was used to evaluate its efficiency. The supervised ML algorithm, gradient boosted trees with regularization (eXtreme Gradient Boosting implementation) was the best performing algorithm yielding promising results (accuracy: 85.7%, specificity: 86.6%, sensitivity: 84.9%, area under the receiver-operator characteristic curve: 0.95). The top 50 features (genes) of the algorithm were analyzed using bioinformatics resources for new insights about the pathophysiology of SCZ. This manuscript presents a novel predictor which could potentially enable studies exploring disease-modifying intervention in the early stages of the disease.
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Affiliation(s)
- Yannis J Trakadis
- Department of Human Genetics, McGill University, Montreal, Québec, Canada
| | - Sameer Sardaar
- Department of Human Genetics, McGill University, Montreal, Québec, Canada
| | - Anthony Chen
- Department of Human Genetics, McGill University, Montreal, Québec, Canada
| | - Vanessa Fulginiti
- Department of Human Genetics, McGill University, Montreal, Québec, Canada
| | - Ankur Krishnan
- Department of Human Genetics, McGill University, Montreal, Québec, Canada
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