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Bi M, Chen Y, Tian Z. Serum N-glycoproteomics characterization of differential N-glycosylation in schizophrenia. J Proteomics 2025; 316:105434. [PMID: 40118250 DOI: 10.1016/j.jprot.2025.105434] [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: 12/12/2024] [Revised: 03/17/2025] [Accepted: 03/17/2025] [Indexed: 03/23/2025]
Abstract
Glycosylation plays a crucial role in neurotransmission and signaling in schizophrenia; however, comprehensive characterization at the glycoproteome level is still lacking. Here we report our site- and structure-specific quantitative N-glycoproteomics characterization of differential N-glycosylation in the sera of schizophrenia patients at the molecular level of intact N-glycopeptide, where comprehensive qualitative (N-glycosite, monosaccharide composition and sequence structures of N-glycans) and quantitative (fold change) information are obtained. With tandem mass tag labeling, liquid chromatography tandem mass spectrometry analysis and site- and structure-specific DB search using GPSeeker, 7855 intact N-glycopeptides were identified corresponding to 1914 peptide backbones, 1997 N-glycosites and 1671 N-glycoprotein; where 1088 intact N-glycopeptides were differentially expressed in the sera of schizophrenia patients (relative to healthy control) with fold change of no less than 1.5. Function annotation of the corresponding N-glycoproteins was carried out. Neurodegeneration and complement pathway were enriched. These findings provide a comprehensive site- and structure-specific picture of aberrant N-glycosylation in schizophrenia and may foster further function and mechanism studies. SIGNIFICANCE: Schizophrenia, as a complex mental disorder, is affecting an increasing number of individuals globally, yet clinical research has struggled to clearly elucidate its pathogenesis. Current diagnostic and treatment approaches largely depend on patient symptoms and behavior, which lack precision. N-glycoproteomics offers a new dimension of understanding by exploring how schizophrenia alters protein glycosylation patterns in the body. Investigating N-glycoproteins not only contributes to the identification of novel early diagnostic biomarkers but also enhances our knowledge of disease pathogenesis. These molecular insights could pave the way for more accurate diagnostic tools and targeted therapies.
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Affiliation(s)
- Ming Bi
- School of Chemical Science & Engineering, Tongji University, Shanghai 200092, China
| | - Yun Chen
- School of Pharmacy, Nanjing Medical University, Nanjing 211166, China.
| | - Zhixin Tian
- School of Chemical Science & Engineering, Tongji University, Shanghai 200092, China.
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2
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Hosseinpouri A, Sadegh K, Zarei-Behjani Z, Dehghan Z, Karbalaei R. Identification of critical genes and drug repurposing targets in entorhinal cortex of Alzheimer's disease. Neurogenetics 2025; 26:27. [PMID: 39928227 DOI: 10.1007/s10048-025-00806-x] [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: 11/18/2024] [Accepted: 01/31/2025] [Indexed: 02/11/2025]
Abstract
Alzheimer's disease (AD) is a slow brain degeneration disorder in which the accumulation of beta-amyloid precursor plaque and an intracellular neurofibrillary tangle of hyper-phosphorylated tau proteins in the brain have been implicated in neurodegeneration. In this study, we identified the most important genes that are unique and sensitive in the entorhinal region of the brain to target AD effectively. At first, microarrays data are selected and constructed protein-protein interaction network (PPIN) and gene regulatory network (GRN) from differentially expressed genes (DEGs) using Cytoscape software. Then, networks analysis was performed to determine hubs, bottlenecks, clusters, and signaling pathways in AD. Finally, critical genes were selected as targets for repurposing drugs. Analyzing the constructed PPIN and GRN identified CD44, ELF1, HSP90AB1, NOC4L, BYSL, RRP7A, SLC17A6, and RUVBL2 as critical genes that are dysregulated in the entorhinal region of AD suffering patients. The functional enrichment analysis revealed that DEG nodes are involved in the synaptic vesicle cycle, glutamatergic synapse, PI3K-Akt signaling pathway, retrograde endocannabinoid signaling, endocrine and other factor-regulated calcium reabsorption, ribosome biogenesis in eukaryotes, and nicotine addiction. Gentamicin, isoproterenol, and tumor necrosis factor are repurposing new drugs that target CD44, which plays an important role in the development of AD. Following our model validation using the existing experimental data, our model based on previous experimental reports suggested critical molecules and candidate drugs involved in AD for further investigations in vitro and in vivo.
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Affiliation(s)
- Arghavan Hosseinpouri
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
- Student Research Committee, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Khadijeh Sadegh
- Department of Biological Science and Technology, Faculty of Nano and Bio Science and Technology, Persian Gulf University, Bushehr, Iran
| | - Zeinab Zarei-Behjani
- Department of Tissue Engineering and Applied Cell Sciences, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zeinab Dehghan
- Department of Comparative Biomedical Sciences, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran.
- Autoimmune Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Reza Karbalaei
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, USA.
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Liu Y, Peng H, Liu Q, Hao J, Tang C, Yan H. Differential Expression of GABA Receptor-Related Genes in Alzheimer's Disease and the Positive Regulatory Role of Aerobic Exercise-From Genetic Screening to D-gal-induced AD-like Pathology Model. Neuromolecular Med 2024; 27:1. [PMID: 39752101 DOI: 10.1007/s12017-024-08821-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 11/25/2024] [Indexed: 01/04/2025]
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disorder. The neuropathology of AD appears in the hippocampus. The purpose of this work was to reveal key differentially expressed genes (DEGs) in the hippocampus of AD patients and healthy individuals. Furthermore, we established an in vivo AD-like model to validate and explore the effects of exercise on these risky genes. The datasets GSE36980 and GSE48350 were downloaded from the GEO database and visualized using R packages to obtain DEGs. Subsequently, the potential biological functions of these DEGs were predicted, PPI network interactions were screened for core genes, and Pearson correlation analysis was performed. Additionally, we determined the diagnostic value of core DEGs using ROC curves. Single-cell analysis was used to verify the cell type specificity of hub genes. Finally, we used RT-qPCR, immunohistochemistry, and immunofluorescence to validate the expression of core DEGs in model mice and to explore the beneficial mechanisms of exercise. A total of 13 differentially expressed genes (DEGs) associated with the development of AD were identified, comprising 11 down-regulated genes and 2 up-regulated genes. PPI network visualization acquired four down-regulated core DEGs with good diagnostic value. The findings from the in vivo study indicated that the mRNA expression of GABRA1, GABRG2, and SVOP decreased, and the astrocyte marker GFAP notably increased in AD mice. Surprisingly, exercise increased hippocampal GABRA1 and GABRG2 expression and decreased GFAP-positive intensity of GABRG1 localization, reducing expression of inflammatory markers TNF-α and IL-1β. In addition, exercise improved the spatial exploration ability but had little effect on the preference index in AD mice. Our data highlighted the mechanism by which exercise improves memory performance in AD patients by reducing astrocyte neurotoxicity inducing decreased hippocampal GABA receptor expression.
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Affiliation(s)
- Yang Liu
- College of Physical Education, Nanchang Institute of Technology, Nanchang, 330044, China.
- Department of Neurology, People's Hospital of Henan University, Henan Provincial People's Hospital, Zhengzhou, 450003, Henan, China.
| | - Haoran Peng
- Department of Neurology, People's Hospital of Henan University, Henan Provincial People's Hospital, Zhengzhou, 450003, Henan, China
| | - Qi Liu
- College of Physical Education, Nanchang Institute of Technology, Nanchang, 330044, China
| | - Jianying Hao
- College of Physical Education, Nanchang Institute of Technology, Nanchang, 330044, China
| | - Chao Tang
- Key Laboratory of Physical Fitness and Exercise Rehabilitation of Hunan Province, College of Physical Education, Hunan Normal University, Changsha, 410012, China
| | - Hanhui Yan
- Key Laboratory of Physical Fitness and Exercise Rehabilitation of Hunan Province, College of Physical Education, Hunan Normal University, Changsha, 410012, China
- School of Sports Science Division of Sport Physiology, Beijing Sport University, Beijing, 100084, China
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4
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Dóra F, Hajdu T, Renner É, Paál K, Alpár A, Palkovits M, Chinopoulos C, Dobolyi A. Reverse phase protein array-based investigation of mitochondrial genes reveals alteration of glutaminolysis in the parahippocampal cortex of people who died by suicide. Transl Psychiatry 2024; 14:479. [PMID: 39604371 PMCID: PMC11603240 DOI: 10.1038/s41398-024-03137-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/20/2024] [Accepted: 09/26/2024] [Indexed: 11/29/2024] Open
Abstract
A moderating hub between resting state networks (RSNs) and the medial temporal lobe (MTL) is the parahippocampal cortex (PHC). Abnormal activity has been reported in depressed patients and suicide attempters in this region. Alterations in neuronal mitochondrial function may contribute to depression and suicidal behavior. However, little is known about the underlying molecular level changes in relevant structures. Specifically, expressional changes related to suicide have not been reported in the PHC. In this study, we compared the protein expression levels of genes encoding tricarboxylic acid (TCA) cycle enzymes in the PHC of adult individuals who died by suicide by reverse phase protein array (RPPA), which was corroborated by qRT-PCR at the mRNA level. Postmortem human brain samples were collected from 12 control and 10 suicidal individuals. The entorhinal cortex, which is topographically anterior to the PHC in the parahippocampal gyrus, and some other cortical brain regions were utilized for comparison. The results of the RPPA analysis revealed that the protein levels of DLD, OGDH, SDHB, SUCLA2, and SUCLG2 subunits were significantly elevated in the PHC but not in other cortical brain regions. In accordance with these findings, the mRNA levels of the respective subunits were also increased in the PHC. The subunits with altered levels are implicated in enzyme complexes involved in the oxidative decarboxylation branch of glutamine catabolism. These data suggest a potential role of glutaminolysis in the pathophysiology of suicidal behavior in the PHC.
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Affiliation(s)
- Fanni Dóra
- Human Brain Tissue Bank, Semmelweis University, Budapest, 1094, Hungary
- Laboratory of Neuromorphology, Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, 1094, Hungary
| | - Tamara Hajdu
- Laboratory of Neuromorphology, Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, 1094, Hungary
- Department of Physiology and Neurobiology, Eötvös Loránd University, Budapest, 1117, Hungary
| | - Éva Renner
- Human Brain Tissue Bank, Semmelweis University, Budapest, 1094, Hungary
| | - Krisztina Paál
- Department of Biochemistry and Molecular Biology, Semmelweis University, Budapest, 1094, Hungary
| | - Alán Alpár
- Human Brain Tissue Bank, Semmelweis University, Budapest, 1094, Hungary
- Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, 1094, Hungary
| | - Miklós Palkovits
- Human Brain Tissue Bank, Semmelweis University, Budapest, 1094, Hungary
| | - Christos Chinopoulos
- Department of Biochemistry and Molecular Biology, Semmelweis University, Budapest, 1094, Hungary.
| | - Arpád Dobolyi
- Laboratory of Neuromorphology, Department of Anatomy, Histology and Embryology, Semmelweis University, Budapest, 1094, Hungary.
- Department of Physiology and Neurobiology, Eötvös Loránd University, Budapest, 1117, Hungary.
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Heberle BA, Fox KL, Libermann LL, Xavier SRM, Dallarosa GT, Santos RC, Fardo DW, Viola TW, Ebbert MTW. Systematic review and meta-analysis of bulk RNAseq studies in human Alzheimer's disease brain tissue. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.07.622520. [PMID: 39574617 PMCID: PMC11580990 DOI: 10.1101/2024.11.07.622520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/12/2025]
Abstract
Objective To systematically review and meta-analyze bulk RNA sequencing studies comparing Alzheimer's disease (AD) patients with controls in human brain tissue, assessing study quality and identifying key genes and pathways. Methods We searched PubMed, Web of Science, and Scopus on September 23, 2023, for studies using bulk RNAseq on primary human brain tissue from AD patients and controls. Excluded were non-primary tissue, re-analyses without new data, limited RNA types and gene panels. Quality was assessed with a 10-category tool. Meta-analysis used high-quality datasets. Results From 3,266 records, 24 studies met criteria. Meta-analysis found 571 differentially expressed genes (DEGs) in temporal lobe and 189 in frontal lobe; overlapping pathways included "Tube morphogenesis" and "Neuroactive ligand-receptor interaction." Limitations Study heterogeneity and limited data tables constrained the review. Conclusions Rigorous methods are vital in AD transcriptomic studies. Findings enhance understanding of transcriptomic changes, aiding biomarker and therapeutic development. Registration PROSPERO (CRD42023466522).
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Affiliation(s)
- Bernardo Aguzzoli Heberle
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY
- Department of Neuroscience, College of Medicine, University of Kentucky, Lexington, KY
| | - Kristin L Fox
- Department of Neuroscience, College of Medicine, University of Kentucky, Lexington, KY
- Division of Laboratory Animal Resources, University of Kentucky, Lexington, KY
| | - Lucas Lobraico Libermann
- School of Medicine, Brain Institute of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | | | - Guilherme Tarnowski Dallarosa
- School of Medicine, Brain Institute of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Rhaná Carolina Santos
- School of Medicine, University of the Sinos Valley (UNISINOS), Porto Alegre, RS, Brazil
| | - David W Fardo
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY
- Department of Biostatistics, University of Kentucky, Lexington, Kentucky, USA
| | - Thiago Wendt Viola
- School of Medicine, Brain Institute of Rio Grande do Sul, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Mark T W Ebbert
- Sanders-Brown Center on Aging, University of Kentucky, Lexington, KY
- Department of Neuroscience, College of Medicine, University of Kentucky, Lexington, KY
- Division of Biomedical Informatics, Internal Medicine, College of Medicine, University of Kentucky, Lexington, KY
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Liu YF, Liu HT, Chang C, Yang CX, Liu XN, Wang X, Ge W, Wang RZ, Bao XJ. Stereotactically intracerebral transplantation of neural stem cells for ischemic stroke attenuated inflammatory responses and promoted neurogenesis: an experimental study with monkeys. Int J Surg 2024; 110:5417-5433. [PMID: 38874473 PMCID: PMC11392141 DOI: 10.1097/js9.0000000000001791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Accepted: 05/30/2024] [Indexed: 06/15/2024]
Abstract
BACKGROUND Ischemic stroke is a common neurovascular disorder with high morbidity and mortality. However, the underlying mechanism of stereotactically intracerebral transplantation of human neural stem cells (hNSCs) is not well elucidated. MATERIALS AND METHODS Four days after ischemic stroke induced by Rose Bengal photothrombosis, seven cynomolgus monkeys were transplanted with hNSCs or vehicles stereotactically and followed up for 84 days. Behavioral assessments, magnetic resonance imaging, blood tests, and pathological analysis were performed before and after treatment. The proteome profiles of the left and right precentral gyrus and hippocampus were evaluated. Extracellular vesicle micro-RNA (miRNA) from the peripheral blood was extracted and analyzed. RESULTS hNSC transplantation reduced the remaining infarcted lesion volume of cynomolgus monkeys with ischemic stroke without remarkable side effects. Proteomic analyses indicated that hNSC transplantation promoted GABAergic and glutamatergic neurogenesis and restored the mitochondrial electron transport chain function in the ischemic infarcted left precentral gyrus or hippocampus. Immunohistochemical staining and quantitative real-time reverse transcription PCR confirmed the promoting effects on neurogenesis and revealed that hNSCs attenuated post-infarct inflammatory responses by suppressing resident glia activation and mediating peripheral immune cell infiltration. Consistently, miRNA-sequencing revealed the miRNAs that were related to these pathways were downregulated after hNSC transplantation. CONCLUSIONS This study indicates that hNSCs can be effectively and safely used to treat ischemic stroke by promoting neurogenesis, regulating post-infarct inflammatory responses, and restoring mitochondrial function in both the infarct region and hippocampus.
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Affiliation(s)
- Yi-Fan Liu
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan
| | - Hao-Tian Liu
- Department of Immunology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing
| | - Chuheng Chang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
- Department of Radiation Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
| | - Cheng-Xian Yang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
- Department of Orthopaedics, Peking University First Hospital, Beijing
| | - Xin-Nan Liu
- Department of Immunology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing
| | - Xia Wang
- Department of Immunology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing
| | - Wei Ge
- Department of Immunology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences, School of Basic Medicine, Peking Union Medical College, Beijing
| | - Ren-Zhi Wang
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
- School of Medicine, Life and Health Sciences, The Chinese University of Hong Kong, Shenzhen, Guangdong
| | - Xin-Jie Bao
- Department of Neurosurgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
- State Key Laboratory of Common Mechanism Research for Major Diseases, Beijing, China
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Astillero‐Lopez V, Villar‐Conde S, Gonzalez‐Rodriguez M, Flores‐Cuadrado A, Ubeda‐Banon I, Saiz‐Sanchez D, Martinez‐Marcos A. Proteomic analysis identifies HSP90AA1, PTK2B, and ANXA2 in the human entorhinal cortex in Alzheimer's disease: Potential role in synaptic homeostasis and Aβ pathology through microglial and astroglial cells. Brain Pathol 2024; 34:e13235. [PMID: 38247340 PMCID: PMC11189773 DOI: 10.1111/bpa.13235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/18/2023] [Indexed: 01/23/2024] Open
Abstract
Alzheimer's disease (AD), the most prevalent neurodegenerative disorder worldwide, is clinically characterized by cognitive deficits. Neuropathologically, AD brains accumulate deposits of amyloid-β (Aβ) and tau proteins. Furthermore, these misfolded proteins can propagate from cell to cell in a prion-like manner and induce native proteins to become pathological. The entorhinal cortex (EC) is among the earliest areas affected by tau accumulation along with volume reduction and neurodegeneration. Neuron-glia interactions have recently come into focus; however, the role of microglia and astroglia in the pathogenesis of AD remains unclear. Proteomic approaches allow the determination of changes in the proteome to better understand the pathology underlying AD. Bioinformatic analysis of proteomic data was performed to compare ECs from AD and non-AD human brain tissue. To validate the proteomic results, western blot, immunofluorescence, and confocal studies were carried out. The findings revealed that the most disturbed signaling pathway was synaptogenesis. Because of their involvement in synapse function, relationship with Aβ and tau proteins and interactions in the pathway analysis, three proteins were selected for in-depth study: HSP90AA1, PTK2B, and ANXA2. All these proteins showed colocalization with neurons and/or astroglia and microglia and with pathological Aβ and tau proteins. In particular, ANXA2, which is overexpressed in AD, colocalized with amoeboid microglial cells and Aβ plaques surrounded by astrocytes. Taken together, the evidence suggests that unbalanced expression of HSP90AA1, PTK2B, and ANXA2 may play a significant role in synaptic homeostasis and Aβ pathology through microglial and astroglial cells in the human EC in AD.
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Affiliation(s)
- Veronica Astillero‐Lopez
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
| | - Sandra Villar‐Conde
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
| | - Melania Gonzalez‐Rodriguez
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
| | - Alicia Flores‐Cuadrado
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
| | - Isabel Ubeda‐Banon
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
| | - Daniel Saiz‐Sanchez
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
| | - Alino Martinez‐Marcos
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical SchoolUniversity of Castilla‐La Mancha (UCLM)Ciudad RealSpain
- Grupo de Neuroplasticidad y Neurodegeneración, Instituto de Investigación Sanitaria de Castilla‐La Mancha (IDISCAM)Castilla‐La ManchaSpain
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8
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Rusi E, Pennacchia F, Ruqa WA, Talarico G, Bruno G, Minni A, Barbato C. Proteoform Analysis of the Human Olfactory System: A Window into Neurodegenerative Diseases. Proteomes 2024; 12:9. [PMID: 38535507 PMCID: PMC10976039 DOI: 10.3390/proteomes12010009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 03/11/2024] [Accepted: 03/18/2024] [Indexed: 11/12/2024] Open
Abstract
Background: Very little is known about the proteome of the human olfactory system and how diseases associated with olfactory dysfunctions can affect it. With this review, we try to summarize the existing literature on the use of this technique for a better understanding of the neurodegenerative disease process. Methods: We used the PubMed database and found different articles which were then selected independently by three authors. Results: We found 157 articles, of which, after careful selection, only 30 were analyzed in this review. We presented all the associations identified between the protein/pathway alterations neurodegenerative diseases and SARS-CoV-2 infection. Conclusions: We think that the proteome of the olfactory system through blood, saliva, and mucus analysis could be a new way to better understand, diagnose, and finally treat neurodegenerative diseases.
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Affiliation(s)
- Eqrem Rusi
- Department of Human Neuroscience, Sapienza University of Rome, 00185 Rome, Italy; (E.R.); (G.T.); (G.B.)
| | - Fiorenza Pennacchia
- Department of Sense Organs DOS, Sapienza University of Rome, Viale del Policlinico 155, 00161 Roma, Italy; (F.P.); (A.M.)
| | - Wael Abu Ruqa
- Division of Otolaryngology-Head and Neck Surgery, Ospedale San Camillo de Lellis, ASL-Rieti-Sapienza University, Viale Kennedy, 02100 Rieti, Italy;
| | - Giuseppina Talarico
- Department of Human Neuroscience, Sapienza University of Rome, 00185 Rome, Italy; (E.R.); (G.T.); (G.B.)
| | - Giuseppe Bruno
- Department of Human Neuroscience, Sapienza University of Rome, 00185 Rome, Italy; (E.R.); (G.T.); (G.B.)
| | - Antonio Minni
- Department of Sense Organs DOS, Sapienza University of Rome, Viale del Policlinico 155, 00161 Roma, Italy; (F.P.); (A.M.)
- Division of Otolaryngology-Head and Neck Surgery, Ospedale San Camillo de Lellis, ASL-Rieti-Sapienza University, Viale Kennedy, 02100 Rieti, Italy;
| | - Christian Barbato
- Institute of Biochemistry and Cell Biology (IBBC), National Research Council (CNR), Sapienza University of Rome, Viale del Policlinico 155, 00161 Roma, Italy
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9
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Anschuetz A, Schwab K, Harrington CR, Wischik CM, Riedel G. A Meta-Analysis on Presynaptic Changes in Alzheimer's Disease. J Alzheimers Dis 2024; 97:145-162. [PMID: 38073390 PMCID: PMC10789360 DOI: 10.3233/jad-231034] [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] [Accepted: 10/18/2023] [Indexed: 01/09/2024]
Abstract
BACKGROUND A key aspect of synaptic dysfunction in Alzheimer's disease (AD) is loss of synaptic proteins. Previous publications showed that the presynaptic machinery is more strongly affected than postsynaptic proteins. However, it has also been reported that presynaptic protein loss is highly variable and shows region- and protein-specificity. OBJECTIVE The objective of this meta-analysis was to provide an update on the available literature and to further characterize patterns of presynaptic protein loss in AD. METHODS Systematic literature search was conducted for studies published between 2015-2022 which quantified presynaptic proteins in postmortem tissue from AD patients and healthy controls. Three-level random effects meta-analyses of twenty-two identified studies was performed to characterize overall presynaptic protein loss and changes in specific regions, proteins, protein families, and functional categories. RESULTS Meta-analysis confirmed overall loss of presynaptic proteins in AD patients. Subgroup analysis revealed region specificity of protein loss, with largest effects in temporal and frontal cortex. Results concerning different groups of proteins were also highly variable. Strongest and most consistently affected was the family of synaptosome associated proteins, especially SNAP25. Among the most severely affected were proteins regulating dense core vesicle exocytosis and the synaptic vesicle cycle. CONCLUSIONS Results confirm previous literature related to presynaptic protein loss in AD patients and provide further in-depth characterization of most affected proteins and presynaptic functions.
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Affiliation(s)
- Anne Anschuetz
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Karima Schwab
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
| | - Charles R. Harrington
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
- TauRx Therapeutics Ltd., Aberdeen, UK
| | - Claude M. Wischik
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
- TauRx Therapeutics Ltd., Aberdeen, UK
| | - Gernot Riedel
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, UK
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10
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Yang M, Zinkgraf M, Fitzgerald-Cook C, Harrison BR, Putzier A, Promislow DEL, Wang AM. Using Drosophila to identify naturally occurring genetic modifiers of amyloid beta 42- and tau-induced toxicity. G3 (BETHESDA, MD.) 2023; 13:jkad132. [PMID: 37311212 PMCID: PMC10468303 DOI: 10.1093/g3journal/jkad132] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 04/15/2023] [Accepted: 05/15/2023] [Indexed: 06/15/2023]
Abstract
Alzheimer's disease is characterized by 2 pathological proteins, amyloid beta 42 and tau. The majority of Alzheimer's disease cases in the population are sporadic and late-onset Alzheimer's disease, which exhibits high levels of heritability. While several genetic risk factors for late-onset Alzheimer's disease have been identified and replicated in independent studies, including the ApoE ε4 allele, the great majority of the heritability of late-onset Alzheimer's disease remains unexplained, likely due to the aggregate effects of a very large number of genes with small effect size, as well as to biases in sample collection and statistical approaches. Here, we present an unbiased forward genetic screen in Drosophila looking for naturally occurring modifiers of amyloid beta 42- and tau-induced ommatidial degeneration. Our results identify 14 significant SNPs, which map to 12 potential genes in 8 unique genomic regions. Our hits that are significant after genome-wide correction identify genes involved in neuronal development, signal transduction, and organismal development. Looking more broadly at suggestive hits (P < 10-5), we see significant enrichment in genes associated with neurogenesis, development, and growth as well as significant enrichment in genes whose orthologs have been identified as significantly or suggestively associated with Alzheimer's disease in human GWAS studies. These latter genes include ones whose orthologs are in close proximity to regions in the human genome that are associated with Alzheimer's disease, but where a causal gene has not been identified. Together, our results illustrate the potential for complementary and convergent evidence provided through multitrait GWAS in Drosophila to supplement and inform human studies, helping to identify the remaining heritability and novel modifiers of complex diseases.
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Affiliation(s)
- Ming Yang
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Matthew Zinkgraf
- Department of Biology, Western Washington University, Bellingham, WA 98225, USA
| | - Cecilia Fitzgerald-Cook
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Benjamin R Harrison
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
| | - Alexandra Putzier
- Department of Biology, Western Washington University, Bellingham, WA 98225, USA
| | - Daniel E L Promislow
- Department of Laboratory Medicine and Pathology, University of Washington School of Medicine, Seattle, WA 98195, USA
- Department of Biology, University of Washington, Seattle, WA 98195, USA
| | - Adrienne M Wang
- Department of Biology, Western Washington University, Bellingham, WA 98225, USA
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11
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Cai HY, Chen SR, Wang Y, Jiao JJ, Qiao J, Hölscher C, Wang ZJ, Zhang SX, Wu MN. Integrated analysis of the lncRNA-associated ceRNA network in Alzheimer's disease. Gene 2023; 876:147484. [PMID: 37187245 DOI: 10.1016/j.gene.2023.147484] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 04/07/2023] [Accepted: 05/09/2023] [Indexed: 05/17/2023]
Abstract
Alzheimer's disease (AD) is a progressive neurodegenerative disease that worsens with age. Long non-coding RNAs (lncRNAs) dysregulation and its associated competing endogenous RNA (ceRNA) network have a potential connection with the occurrence and development of AD. A total of 358 differentially expressed genes (DEGs) were screened via RNA sequencing, including 302 differentially expressed mRNAs (DEmRNAs) and 56 differential expressed lncRNAs (DElncRNAs). Anti-sense lncRNA is the main type of DElncRNA, which plays a major role in the cis and trans regulation. The constructed ceRNA network consisted of 4 lncRNAs (NEAT1, LINC00365, FBXL19-AS1, RAI1-AS1719) and 4 microRNAs (miRNAs) (HSA-Mir-27a-3p, HSA-Mir-20b-5p, HSA-Mir-17-5p, HSA-Mir-125b-5p), and 2 mRNAs (MKNK2, F3). Functional enrichment analysis revealed that DEmRNAs are involved in related biological functions of AD. The co-expressed DEmRNAs (DNAH11, HGFAC, TJP3, TAC1, SPTSSB, SOWAHB, RGS4, ADCYAP1) of humans and mice were screened and verified by real-time quantitative polymerase chain reaction (qRT-PCR). In this study, we analyzed the expression profile of human AD-related lncRNA genes, constructed a ceRNA network, and performed functional enrichment analysis of DEmRNAs between human and mice. The obtained gene regulatory networks and target genes can be used to further analyze AD-related pathological mechanisms to optimize AD diagnosis and treatment.
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Affiliation(s)
- Hong-Yan Cai
- Department of Microbiology and Immunology, Shanxi Medical University, Taiyuan, China; Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, Taiyuan, China; Key Laboratory of Cellular Physiology, Shanxi Province, China.
| | - Si-Ru Chen
- Department of Microbiology and Immunology, Shanxi Medical University, Taiyuan, China
| | - Yu Wang
- Department of Microbiology and Immunology, Shanxi Medical University, Taiyuan, China
| | - Juan-Juan Jiao
- Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Jun Qiao
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, Taiyuan, China; Department of Rheumatology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Christian Hölscher
- Academy of Chinese Medical Science, Henan university of Chinese medicine, Zhengzhou, China
| | - Zhao-Jun Wang
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, Taiyuan, China; Key Laboratory of Cellular Physiology, Shanxi Province, China; Department of Physiology, Shanxi Medical University, Taiyuan, China
| | - Sheng-Xiao Zhang
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, Taiyuan, China; Department of Rheumatology, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Mei-Na Wu
- Key Laboratory of Cellular Physiology (Shanxi Medical University), Ministry of Education, Taiyuan, China; Key Laboratory of Cellular Physiology, Shanxi Province, China; Department of Physiology, Shanxi Medical University, Taiyuan, China.
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12
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Astillero-Lopez V, Gonzalez-Rodriguez M, Villar-Conde S, Flores-Cuadrado A, Martinez-Marcos A, Ubeda-Banon I, Saiz-Sanchez D. Neurodegeneration and astrogliosis in the entorhinal cortex in Alzheimer's disease: Stereological layer-specific assessment and proteomic analysis. Alzheimers Dement 2022; 18:2468-2480. [PMID: 35142030 DOI: 10.1002/alz.12580] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 11/30/2021] [Accepted: 12/12/2021] [Indexed: 01/31/2023]
Abstract
INTRODUCTION The entorhinal cortex is among the earliest areas involved in Alzheimer's disease. Volume reduction and neural loss in this area have been widely reported. Human entorhinal cortex atrophy is, in part, due to neural loss, but microglial and/or astroglial involvement in the different layers remains unclear. Additionally, -omic approaches in the human entorhinal cortex are scarce. METHODS Herein, stereological layer-specific and proteomic analyses were carried out in the human brain. RESULTS Neurodegeneration, microglial reduction, and astrogliosis have been demonstrated, and proteomic data have revealed relationships with up- (S100A6, PPP1R1B, BAG3, and PRDX6) and downregulated (GSK3B, SYN1, DLG4, and RAB3A) proteins. Namely, clusters of these proteins were related to synaptic, neuroinflammatory, and oxidative stress processes. DISCUSSION Differential layer involvement among neural and glial populations determined by proteinopathies and identified proteins related to neurodegeneration and astrogliosis could explain how the cortical circuitry facilitates pathological spreading within the medial temporal lobe.
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Affiliation(s)
- Veronica Astillero-Lopez
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Melania Gonzalez-Rodriguez
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Sandra Villar-Conde
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Alicia Flores-Cuadrado
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Alino Martinez-Marcos
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Isabel Ubeda-Banon
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Daniel Saiz-Sanchez
- Neuroplasticity and Neurodegeneration Laboratory, CRIB, Ciudad Real Medical School, University of Castilla-La Mancha, Ciudad Real, Spain
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13
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Gao Y, Liu J, Wang J, Liu Y, Zeng LH, Ge W, Ma C. Proteomic analysis of human hippocampal subfields provides new insights into the pathogenesis of Alzheimer's disease and the role of glial cells. Brain Pathol 2022; 32:e13047. [PMID: 35016256 PMCID: PMC9245939 DOI: 10.1111/bpa.13047] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 11/30/2021] [Accepted: 12/09/2021] [Indexed: 01/23/2023] Open
Abstract
The hippocampus and entorhinal cortex (EC), the earliest affected areas, are considered relative to early memory loss in Alzheimer's disease (AD). The hippocampus is composed of heterogeneous subfields that are affected in a different order and varying degrees during AD pathogenesis. In this study, we conducted a comprehensive proteomic analysis of the hippocampal subfields and EC region in human postmortem specimens obtained from the Chinese human brain bank. Bioinformatics analysis identified region‐consistent differentially expressed proteins (DEPs) which associated with astrocytes, and region‐specific DEPs which associated with oligodendrocytes and the myelin sheath. Further analysis illuminated that the region‐consistent DEPs functioned as connection of region‐specific DEPs. Moreover, in region‐consistent DEPs, the expression level of S100A10, a marker of protective astrocytes, was increased in both aging and AD patients. Immunohistochemical analysis confirmed an increase in the number of S100A10‐positive astrocytes in all hippocampal subfields and the EC region of AD patients. Dual immunofluorescence results further showed that S100A10‐positive astrocytes contained apoptotic neuron debris in AD patients, suggesting that S100A10‐positive astrocytes may protect brain through phagocytosis of apoptotic neurons. In region‐specific DEPs, the proteome showed a specific reduction of oligodendrocytes and myelin markers in CA1, CA3, and EC regions of AD patients. Immunohistochemical analysis confirmed the loss of myelin in EC region. Above all, these results highlight the role of the glial cells in AD and provide new insights into the pathogenesis of AD and potential therapeutic strategies.
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Affiliation(s)
- Yanpan Gao
- School of Medicine, Zhejiang University City College, Hangzhou, China.,State Key Laboratory of Medical Molecular Biology, Department of Immunology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Jiaqi Liu
- Department of Human Anatomy, Histology and Embryology, Neuroscience Center, National Human Brain Bank for Development and Function, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Jiayu Wang
- Department of Human Anatomy, Histology and Embryology, Neuroscience Center, National Human Brain Bank for Development and Function, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.,Department of Histology and Embryology, Basic Medical College, China Medical University, Shenyang, China
| | - Yifan Liu
- Department of Neurosurgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, China
| | - Ling-Hui Zeng
- School of Medicine, Zhejiang University City College, Hangzhou, China
| | - Wei Ge
- State Key Laboratory of Medical Molecular Biology, Department of Immunology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.,Hebei Key Laboratory of Chronic Kidney Diseases and Bone Metabolism, Affiliated Hospital of Hebei University, Baoding, China
| | - Chao Ma
- Department of Human Anatomy, Histology and Embryology, Neuroscience Center, National Human Brain Bank for Development and Function, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
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