1
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Peng J, Zaman M, Yang S, Huang Y, Yarbro J, Wang Z, Liu D, Soliman H, Hemphill A, Harvey S, Pruett-Miller S, Stewart V, Tanwar A, Kalathur R, Grace C, Turk M, Chittori S, Jiao Y, Wu Z, High A, Wang X, Serrano G, Beach T, Yu G, Yang Y, Chen PC. Midkine Attenuates Aβ Fibril Assembly and AmyloidPlaque Formation. RESEARCH SQUARE 2024:rs.3.rs-4361125. [PMID: 38883748 PMCID: PMC11177971 DOI: 10.21203/rs.3.rs-4361125/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
Proteomic profiling of Alzheimer's disease (AD) brains has identified numerous understudied proteins, including midkine (MDK), that are highly upregulated and correlated with Aβ since the early disease stage, but their roles in disease progression are not fully understood. Here we present that MDK attenuates Aβ assembly and influences amyloid formation in the 5xFAD amyloidosis mouse model. MDK protein mitigates fibril formation of both Aβ40 and Aβ42 peptides in Thioflavin T fluorescence assay, circular dichroism, negative stain electron microscopy, and NMR analysis. Knockout of Mdkgene in 5xFAD increases amyloid formation and microglial activation. Further comprehensive mass spectrometry-based profiling of whole proteome and aggregated proteome in these mouse models indicates significant accumulation of Aβ and Aβ-correlated proteins, along with microglial components. Thus, our structural and mouse model studies reveal a protective role of MDK in counteracting amyloid pathology in Alzheimer's disease.
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Affiliation(s)
| | | | - Shu Yang
- St Jude Children's Research Hospital
| | - Ya Huang
- St Jude Children's Research Hospital
| | | | - Zhen Wang
- St Jude Children's Research Hospital
| | | | | | | | | | | | | | | | | | | | | | | | - Yun Jiao
- St Jude Children's Research Hospital
| | | | | | | | | | | | - Gang Yu
- University of Texas Southwestern Medical Center
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2
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Jain M, Dhariwal R, Patil N, Ojha S, Tendulkar R, Tendulkar M, Dhanda PS, Yadav A, Kaushik P. Unveiling the Molecular Footprint: Proteome-Based Biomarkers for Alzheimer's Disease. Proteomes 2023; 11:33. [PMID: 37873875 PMCID: PMC10594437 DOI: 10.3390/proteomes11040033] [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: 08/30/2023] [Revised: 10/12/2023] [Accepted: 10/13/2023] [Indexed: 10/25/2023] Open
Abstract
Alzheimer's disease (AD) is a devastating neurodegenerative disorder characterized by progressive cognitive decline and memory loss. Early and accurate diagnosis of AD is crucial for implementing timely interventions and developing effective therapeutic strategies. Proteome-based biomarkers have emerged as promising tools for AD diagnosis and prognosis due to their ability to reflect disease-specific molecular alterations. There is of great significance for biomarkers in AD diagnosis and management. It emphasizes the limitations of existing diagnostic approaches and the need for reliable and accessible biomarkers. Proteomics, a field that comprehensively analyzes the entire protein complement of cells, tissues, or bio fluids, is presented as a powerful tool for identifying AD biomarkers. There is a diverse range of proteomic approaches employed in AD research, including mass spectrometry, two-dimensional gel electrophoresis, and protein microarrays. The challenges associated with identifying reliable biomarkers, such as sample heterogeneity and the dynamic nature of the disease. There are well-known proteins implicated in AD pathogenesis, such as amyloid-beta peptides, tau protein, Apo lipoprotein E, and clusterin, as well as inflammatory markers and complement proteins. Validation and clinical utility of proteome-based biomarkers are addressing the challenges involved in validation studies and the diagnostic accuracy of these biomarkers. There is great potential in monitoring disease progression and response to treatment, thereby aiding in personalized medicine approaches for AD patients. There is a great role for bioinformatics and data analysis in proteomics for AD biomarker research and the importance of data preprocessing, statistical analysis, pathway analysis, and integration of multi-omics data for a comprehensive understanding of AD pathophysiology. In conclusion, proteome-based biomarkers hold great promise in the field of AD research. They provide valuable insights into disease mechanisms, aid in early diagnosis, and facilitate personalized treatment strategies. However, further research and validation studies are necessary to harness the full potential of proteome-based biomarkers in clinical practice.
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Affiliation(s)
- Mukul Jain
- Cell and Developmental Biology Laboratory, Research and Development Cell, Parul University, Vadodara 391760, India; (R.D.); (N.P.)
- Department of Life Sciences, Parul Institute of Applied Sciences, Parul University, Vadodara 391760, India;
| | - Rupal Dhariwal
- Cell and Developmental Biology Laboratory, Research and Development Cell, Parul University, Vadodara 391760, India; (R.D.); (N.P.)
- Department of Life Sciences, Parul Institute of Applied Sciences, Parul University, Vadodara 391760, India;
| | - Nil Patil
- Cell and Developmental Biology Laboratory, Research and Development Cell, Parul University, Vadodara 391760, India; (R.D.); (N.P.)
- Department of Life Sciences, Parul Institute of Applied Sciences, Parul University, Vadodara 391760, India;
| | - Sandhya Ojha
- Department of Life Sciences, Parul Institute of Applied Sciences, Parul University, Vadodara 391760, India;
| | - Reshma Tendulkar
- Vivekanand Education Society, College of Pharmacy, Chembur, Mumbai 400071, India;
| | - Mugdha Tendulkar
- Sardar Vallabhbhai Patel College of Science, Mira Rd (East), Thane 400071, India;
| | | | - Alpa Yadav
- Department of Botany, Indira Gandhi University, Meerpur, Rewari 122502, India;
| | - Prashant Kaushik
- Instituto de Conservacióny Mejora de la Agrodiversidad Valenciana, Universitat Politècnica de València, 46022 Valencia, Spain
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3
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Zaman M, Fu Y, Chen PC, Sun H, Yang S, Wu Z, Wang Z, Poudel S, Serrano GE, Beach TG, Li L, Wang X, Peng J. Dissecting Detergent-Insoluble Proteome in Alzheimer's Disease by TMTc-Corrected Quantitative Mass Spectrometry. Mol Cell Proteomics 2023; 22:100608. [PMID: 37356496 PMCID: PMC10392608 DOI: 10.1016/j.mcpro.2023.100608] [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: 11/30/2022] [Revised: 06/16/2023] [Accepted: 06/21/2023] [Indexed: 06/27/2023] Open
Abstract
Protein aggregation of amyloid-β peptides and tau are pathological hallmarks of Alzheimer's disease (AD), which are often resistant to detergent extraction and thus enriched in the insoluble proteome. However, additional proteins that coaccumulate in the detergent-insoluble AD brain proteome remain understudied. Here, we comprehensively characterized key proteins and pathways in the detergent-insoluble proteome from human AD brain samples using differential extraction, tandem mass tag (TMT) labeling, and two-dimensional LC-tandem mass spectrometry. To improve quantification accuracy of the TMT method, we developed a complement TMT-based strategy to correct for ratio compression. Through the meta-analysis of two independent detergent-insoluble AD proteome datasets (8914 and 8917 proteins), we identified 190 differentially expressed proteins in AD compared with control brains, highlighting the pathways of amyloid cascade, RNA splicing, endocytosis/exocytosis, protein degradation, and synaptic activity. To differentiate the truly detergent-insoluble proteins from copurified background during protein extraction, we analyzed the fold of enrichment for each protein by comparing the detergent-insoluble proteome with the whole proteome from the same AD samples. Among the 190 differentially expressed proteins, 84 (51%) proteins of the upregulated proteins (n = 165) were enriched in the insoluble proteome, whereas all downregulated proteins (n = 25) were not enriched, indicating that they were copurified components. The vast majority of these enriched 84 proteins harbor low-complexity regions in their sequences, including amyloid-β, Tau, TARDBP/TAR DNA-binding protein 43, SNRNP70/U1-70K, MDK, PTN, NTN1, NTN3, and SMOC1. Moreover, many of the enriched proteins in AD were validated in the detergent-insoluble proteome by five steps of differential extraction, proteomic analysis, or immunoblotting. Our study reveals a resource list of proteins and pathways that are exclusively present in the detergent-insoluble proteome, providing novel molecular insights to the formation of protein pathology in AD.
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Affiliation(s)
- Masihuz Zaman
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Yingxue Fu
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Center for Proteomics and Metabolomics, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Ping-Chung Chen
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Huan Sun
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Shu Yang
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Zhiping Wu
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Zhen Wang
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Suresh Poudel
- Center for Proteomics and Metabolomics, St Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Geidy E Serrano
- Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Thomas G Beach
- Banner Sun Health Research Institute, Sun City, Arizona, USA
| | - Ling Li
- Department of Biology, University of North Dakota, Grand Forks, North Dakota, USA
| | - Xusheng Wang
- Center for Proteomics and Metabolomics, St Jude Children's Research Hospital, Memphis, Tennessee, USA.
| | - Junmin Peng
- Department of Structural Biology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee, USA; Center for Proteomics and Metabolomics, St Jude Children's Research Hospital, Memphis, Tennessee, USA.
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4
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Tassinari V, La Rosa P, Guida E, Colopi A, Caratelli S, De Paolis F, Gallo A, Cenciarelli C, Sconocchia G, Dolci S, Cesarini V. Contribution of A-to-I RNA editing, M6A RNA Methylation, and Alternative Splicing to physiological brain aging and neurodegenerative diseases. Mech Ageing Dev 2023; 212:111807. [PMID: 37023929 DOI: 10.1016/j.mad.2023.111807] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 03/31/2023] [Accepted: 04/03/2023] [Indexed: 04/08/2023]
Abstract
Aging is a physiological and progressive phenomenon in all organisms' life cycle, characterized by the accumulation of degenerative processes triggered by several alterations within molecular pathways. These changes compromise cell fate, resulting in the loss of functions in tissues throughout the body, including the brain. Physiological brain aging has been linked to structural and functional alterations, as well as to an increased risk of neurodegenerative diseases. Post-transcriptional RNA modifications modulate mRNA coding properties, stability, translatability, expanding the coding capacity of the genome, and are involved in all cellular processes. Among mRNA post-transcriptional modifications, the A-to-I RNA editing, m6A RNA Methylation and Alternative Splicing play a critical role in all the phases of a neuronal cell life cycle and alterations in their mechanisms of action significantly contribute to aging and neurodegeneration. Here we review our current understanding of the contribution of A-to-I RNA editing, m6A RNA Methylation, and Alternative Splicing to physiological brain aging process and neurodegenerative diseases.
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Affiliation(s)
- Valentina Tassinari
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy; Department of Experimental Medicine, University of Rome Tor Vergata, Rome, Italy.
| | - Piergiorgio La Rosa
- Division of Neuroscience, Department of Psychology, Sapienza University of Rome, Rome, Italy; European Center for Brain Research, IRCCS Fondazione Santa Lucia, Rome, Italy
| | - Eugenia Guida
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Ambra Colopi
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Sara Caratelli
- Department of Biomedicine, Institute of Translational Pharmacology (IFT), National Research Council (CNR), Rome, Italy
| | - Francesca De Paolis
- Department of Biomedicine, Institute of Translational Pharmacology (IFT), National Research Council (CNR), Rome, Italy
| | - Angela Gallo
- RNA Editing Lab., Oncohaematology Department, Cellular and Gene Therapy Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Carlo Cenciarelli
- Department of Biomedicine, Institute of Translational Pharmacology (IFT), National Research Council (CNR), Rome, Italy
| | - Giuseppe Sconocchia
- Department of Biomedicine, Institute of Translational Pharmacology (IFT), National Research Council (CNR), Rome, Italy
| | - Susanna Dolci
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Rome, Italy
| | - Valeriana Cesarini
- Department of Biomedicine, Institute of Translational Pharmacology (IFT), National Research Council (CNR), Rome, Italy.
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5
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Mukherjee S, Dubois C, Perez K, Varghese S, Birchall IE, Leckey M, Davydova N, McLean C, Nisbet RM, Roberts BR, Li QX, Masters CL, Streltsov VA. Quantitative proteomics of tau and Aβ in detergent fractions from Alzheimer's disease brains. J Neurochem 2023; 164:529-552. [PMID: 36271678 DOI: 10.1111/jnc.15713] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 09/16/2022] [Accepted: 10/17/2022] [Indexed: 11/27/2022]
Abstract
The two hallmarks of Alzheimer's disease (AD) are amyloid-β (Aβ) plaques and neurofibrillary tangles marked by phosphorylated tau. Increasing evidence suggests that aggregating Aβ drives tau accumulation, a process that involves synaptic degeneration leading to cognitive impairment. Conversely, there is a realization that non-fibrillar (oligomeric) forms of Aβ mediate toxicity in AD. Fibrillar (filamentous) aggregates of proteins across the spectrum of the primary and secondary tauopathies were the focus of recent structural studies with a filament structure-based nosologic classification, but less emphasis was given to non-filamentous co-aggregates of insoluble proteins in the fractions derived from post-mortem human brains. Here, we revisited sarkosyl-soluble and -insoluble extracts to characterize tau and Aβ species by quantitative targeted mass spectrometric proteomics, biochemical assays, and electron microscopy. AD brain sarkosyl-insoluble pellets were greatly enriched with Aβ42 at almost equimolar levels to N-terminal truncated microtubule-binding region (MTBR) isoforms of tau with multiple site-specific post-translational modifications (PTMs). MTBR R3 and R4 tau peptides were most abundant in the sarkosyl-insoluble materials with a 10-fold higher concentration than N-terminal tau peptides. This indicates that the major proportion of the enriched tau was the aggregation-prone N-terminal and proline-rich region (PRR) of truncated mixed 4R and 3R tau with more 4R than 3R isoforms. High concentration and occupancies of site-specific phosphorylation pT181 (~22%) and pT217 (~16%) (key biomarkers of AD) along with other PTMs in the PRR and MTBR indicated a regional susceptibility of PTMs in aggregated tau. Immunogold labelling revealed that tau may exist in globular non-filamentous form (N-terminal intact tau) co-localized with Aβ in the sarkosyl-insoluble pellets along with tau filaments (N-truncated MTBR tau). Our results suggest a model that Aβ and tau interact forming globular aggregates, from which filamentous tau and Aβ emerge. These characterizations contribute towards unravelling the sequence of events which lead to end-stage AD changes.
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Affiliation(s)
- Soumya Mukherjee
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Celine Dubois
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Keyla Perez
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Shiji Varghese
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Ian E Birchall
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Miranda Leckey
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Natalia Davydova
- National Deuteration Facility, Australian Nuclear Science and Technology Organization, Lucas Heights, New South Wales, Australia
| | - Catriona McLean
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia.,Department of Anatomical Pathology, Alfred Hospital, Prahran, Victoria, Australia
| | - Rebecca M Nisbet
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Blaine R Roberts
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Qiao-Xin Li
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Colin L Masters
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
| | - Victor A Streltsov
- The Florey Institute, The University of Melbourne, Parkville, Victoria, Australia
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6
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Lester E, Van Alstyne M, McCann KL, Reddy S, Cheng LY, Kuo J, Pratt J, Parker R. Cytosolic condensates rich in polyserine define subcellular sites of tau aggregation. Proc Natl Acad Sci U S A 2023; 120:e2217759120. [PMID: 36626563 PMCID: PMC9934293 DOI: 10.1073/pnas.2217759120] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/06/2022] [Indexed: 01/11/2023] Open
Abstract
Tau aggregates are a hallmark of multiple neurodegenerative diseases and can contain RNAs and RNA-binding proteins, including serine/arginine repetitive matrix protein 2 (SRRM2) and pinin (PNN). However, how these nuclear proteins mislocalize and their influence on the prion-like propagation of tau aggregates is unknown. We demonstrate that polyserine repeats in SRRM2 and PNN are necessary and sufficient for recruitment to tau aggregates. Moreover, we show tau aggregates preferentially grow in association with endogenous cytoplasmic assemblies-mitotic interchromatin granules and cytoplasmic speckles (CSs)-which contain SRRM2 and PNN. Polyserine overexpression in cells nucleates assemblies that are sites of tau aggregate growth. Further, modulating the levels of polyserine-containing proteins results in a corresponding change in tau aggregation. These findings define a specific protein motif, and cellular condensates, that promote tau aggregate propagation. As CSs form in induced pluripotent stem cell (iPSC) derived neurons under inflammatory or hyperosmolar stress, they may affect tau aggregate propagation in neurodegenerative disease.
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Affiliation(s)
- Evan Lester
- Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO80045
- Department of Biochemistry, University of Colorado, Boulder, CO80303
| | - Meaghan Van Alstyne
- Department of Biochemistry, University of Colorado, Boulder, CO80303
- HHMI, University of Colorado, Boulder, CO80303
| | - Kathleen L. McCann
- Department of Biochemistry, University of Colorado, Boulder, CO80303
- HHMI, University of Colorado, Boulder, CO80303
| | - Spoorthy Reddy
- Department of Biochemistry, University of Colorado, Boulder, CO80303
| | - Li Yi Cheng
- Department of Biochemistry, University of Colorado, Boulder, CO80303
| | - Jeff Kuo
- Department of Biochemistry, University of Colorado, Boulder, CO80303
| | - James Pratt
- Department of Biochemistry, University of Colorado, Boulder, CO80303
| | - Roy Parker
- Department of Biochemistry, University of Colorado, Boulder, CO80303
- HHMI, University of Colorado, Boulder, CO80303
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7
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Chen PC, Han X, Shaw TI, Fu Y, Sun H, Niu M, Wang Z, Jiao Y, Teubner BJW, Eddins D, Beloate LN, Bai B, Mertz J, Li Y, Cho JH, Wang X, Wu Z, Liu D, Poudel S, Yuan ZF, Mancieri A, Low J, Lee HM, Patton MH, Earls LR, Stewart E, Vogel P, Hui Y, Wan S, Bennett DA, Serrano GE, Beach TG, Dyer MA, Smeyne RJ, Moldoveanu T, Chen T, Wu G, Zakharenko SS, Yu G, Peng J. Alzheimer's disease-associated U1 snRNP splicing dysfunction causes neuronal hyperexcitability and cognitive impairment. NATURE AGING 2022; 2:923-940. [PMID: 36636325 PMCID: PMC9833817 DOI: 10.1038/s43587-022-00290-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 09/01/2022] [Indexed: 11/05/2022]
Abstract
Recent proteome and transcriptome profiling of Alzheimer's disease (AD) brains reveals RNA splicing dysfunction and U1 small nuclear ribonucleoprotein (snRNP) pathology containing U1-70K and its N-terminal 40-KDa fragment (N40K). Here we present a causative role of U1 snRNP dysfunction to neurodegeneration in primary neurons and transgenic mice (N40K-Tg), in which N40K expression exerts a dominant-negative effect to downregulate full-length U1-70K. N40K-Tg recapitulates N40K insolubility, erroneous splicing events, neuronal degeneration and cognitive impairment. Specifically, N40K-Tg shows the reduction of GABAergic synapse components (e.g., the GABA receptor subunit of GABRA2), and concomitant postsynaptic hyperexcitability that is rescued by a GABA receptor agonist. Crossing of N40K-Tg and the 5xFAD amyloidosis model indicates that the RNA splicing defect synergizes with the amyloid cascade to remodel the brain transcriptome and proteome, deregulate synaptic proteins, and accelerate cognitive decline. Thus, our results support the contribution of U1 snRNP-mediated splicing dysfunction to AD pathogenesis.
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Affiliation(s)
- Ping-Chung Chen
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Xian Han
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Timothy I. Shaw
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL 33612, USA
| | - Yingxue Fu
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Huan Sun
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Mingming Niu
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Zhen Wang
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Yun Jiao
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Brett J. W. Teubner
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Donnie Eddins
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Lauren N. Beloate
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Present address: Department of Biomedical Engineering and Electrical Engineering, Penn State University, State College, PA 16801, USA
| | - Bing Bai
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Present address: Department of Laboratory Medicine, Center for Precision Medicine, Nanjing Drum Tower Hospital, Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Joseph Mertz
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Present address: GlaxoSmithKline, Rockville, MD 20850, USA
| | - Yuxin Li
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Ji-Hoon Cho
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Xusheng Wang
- Integrated Biomedical Sciences Program, University of Tennessee Health Science Center, Memphis, TN 38163, USA
- Present address: Department of Biology, University of North Dakota, Grand Forks, ND 58202, USA
| | - Zhiping Wu
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Danting Liu
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Suresh Poudel
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Zuo-Fei Yuan
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Ariana Mancieri
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Jonathan Low
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Hyeong-Min Lee
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Mary H. Patton
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Laurie R. Earls
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Present address: Department of Biological Sciences, Loyola University of New Orleans, LA 70118, USA
| | - Elizabeth Stewart
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Peter Vogel
- Veterinary Pathology Core, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Yawei Hui
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Shibiao Wan
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - David A. Bennett
- Department of Neurological Sciences, Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, IL 60612, USA
| | | | - Thomas G. Beach
- Banner Sun Health Research Institute, Sun City, AZ 85351, USA
| | - Michael A. Dyer
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Richard J. Smeyne
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Present address: Department of Neuroscience, Thomas Jefferson University, Philadelphia, PA 19107, USA
| | - Tudor Moldoveanu
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Present address: Department of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AK 72205, USA
| | - Taosheng Chen
- Department of Chemical Biology and Therapeutics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Gang Wu
- Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Center for Applied Bioinformatics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Stanislav S. Zakharenko
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Gang Yu
- Department of Neuroscience, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
- Present address: Department of Neuroscience, Peter O’Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Junmin Peng
- Department of Structural Biology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Department of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
- Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA
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8
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Zwierzchowski-Zarate AN, Mendoza-Oliva A, Kashmer OM, Collazo-Lopez JE, White CL, Diamond MI. RNA induces unique tau strains and stabilizes Alzheimer's disease seeds. J Biol Chem 2022; 298:102132. [PMID: 35700826 PMCID: PMC9364032 DOI: 10.1016/j.jbc.2022.102132] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 06/08/2022] [Accepted: 06/09/2022] [Indexed: 11/25/2022] Open
Abstract
Tau aggregation underlies neurodegenerative tauopathies, and trans-cellular propagation of tau assemblies of unique structure, i.e. strains, may underlie the diversity of these disorders. Polyanions have been reported to induce tau aggregation in vitro, but the precise trigger to convert tau from an inert to a seed-competent form in disease states is unknown. RNA triggers tau fibril formation in vitro and has been observed to associate with neurofibrillary tangles in human brain. Here we have tested whether RNA exerts sequence-specific effects on tau assembly and strain formation. We found that three RNA homopolymers, polyA, polyU, and polyC, all bound tau, but only polyA RNA triggered seed and fibril formation. In addition, polyA:tau seeds and fibrils were sensitive to RNase. We also observed that the origin of the RNA influenced the ability of tau to adopt a structure that would form stable strains. Human RNA potently induced tau seed formation and created tau conformations that preferentially formed stable strains in a HEK293T cell model, whereas RNA from other sources, or heparin, produced strains that were not stably maintained in cultured cells. Finally, we found that soluble, but not insoluble seeds from Alzheimer's disease (AD) brain were also sensitive to RNase. We conclude that human RNA specifically induces formation of stable tau strains, and may trigger the formation of dominant pathological assemblies that propagate in AD, and possibly other tauopathies.
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Affiliation(s)
- Amy N Zwierzchowski-Zarate
- Center for Alzheimer's and Neurodegenerative Diseases, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX USA
| | - Aydé Mendoza-Oliva
- Center for Alzheimer's and Neurodegenerative Diseases, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX USA
| | - Omar M Kashmer
- Center for Alzheimer's and Neurodegenerative Diseases, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX USA
| | - Josue E Collazo-Lopez
- Center for Alzheimer's and Neurodegenerative Diseases, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX USA
| | - Charles L White
- Center for Alzheimer's and Neurodegenerative Diseases, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX USA
| | - Marc I Diamond
- Center for Alzheimer's and Neurodegenerative Diseases, Peter O'Donnell Jr. Brain Institute, University of Texas Southwestern Medical Center, Dallas, TX USA.
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9
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Mohamed Asik R, Suganthy N, Aarifa MA, Kumar A, Szigeti K, Mathe D, Gulyás B, Archunan G, Padmanabhan P. Alzheimer's Disease: A Molecular View of β-Amyloid Induced Morbific Events. Biomedicines 2021; 9:biomedicines9091126. [PMID: 34572312 PMCID: PMC8468668 DOI: 10.3390/biomedicines9091126] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/22/2021] [Accepted: 08/27/2021] [Indexed: 12/26/2022] Open
Abstract
Amyloid-β (Aβ) is a dynamic peptide of Alzheimer’s disease (AD) which accelerates the disease progression. At the cell membrane and cell compartments, the amyloid precursor protein (APP) undergoes amyloidogenic cleavage by β- and γ-secretases and engenders the Aβ. In addition, externally produced Aβ gets inside the cells by receptors mediated internalization. An elevated amount of Aβ yields spontaneous aggregation which causes organelles impairment. Aβ stimulates the hyperphosphorylation of tau protein via acceleration by several kinases. Aβ travels to the mitochondria and interacts with its functional complexes, which impairs the mitochondrial function leading to the activation of apoptotic signaling cascade. Aβ disrupts the Ca2+ and protein homeostasis of the endoplasmic reticulum (ER) and Golgi complex (GC) that promotes the organelle stress and inhibits its stress recovery machinery such as unfolded protein response (UPR) and ER-associated degradation (ERAD). At lysosome, Aβ precedes autophagy dysfunction upon interacting with autophagy molecules. Interestingly, Aβ act as a transcription regulator as well as inhibits telomerase activity. Both Aβ and p-tau interaction with neuronal and glial receptors elevate the inflammatory molecules and persuade inflammation. Here, we have expounded the Aβ mediated events in the cells and its cosmopolitan role on neurodegeneration, and the current clinical status of anti-amyloid therapy.
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Affiliation(s)
- Rajmohamed Mohamed Asik
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore; (R.M.A.); (B.G.)
- Cognitive Neuroimaging Centre, 59 Nanyang Drive, Nanyang Technological University, Singapore 636921, Singapore
- Department of Animal Science, Bharathidasan University, Tiruchirappalli 620024, Tamil Nadu, India;
| | - Natarajan Suganthy
- Department of Nanoscience and Technology, Alagappa University, Karaikudi 630003, Tamil Nadu, India;
| | - Mohamed Asik Aarifa
- Department of Animal Science, Bharathidasan University, Tiruchirappalli 620024, Tamil Nadu, India;
| | - Arvind Kumar
- Centre for Cellular and Molecular Biology, Hyderabad 500007, Telangana, India;
| | - Krisztián Szigeti
- Department of Biophysics and Radiation Biology, Semmelweis University, 1094 Budapest, Hungary; (K.S.); (D.M.)
- CROmed Translational Research Centers, 1094 Budapest, Hungary
| | - Domokos Mathe
- Department of Biophysics and Radiation Biology, Semmelweis University, 1094 Budapest, Hungary; (K.S.); (D.M.)
- CROmed Translational Research Centers, 1094 Budapest, Hungary
- In Vivo Imaging Advanced Core Facility, Hungarian Center of Excellence for Molecular Medicine (HCEMM), 1094 Budapest, Hungary
| | - Balázs Gulyás
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore; (R.M.A.); (B.G.)
- Cognitive Neuroimaging Centre, 59 Nanyang Drive, Nanyang Technological University, Singapore 636921, Singapore
- Department of Clinical Neuroscience, Karolinska Institute, 17176 Stockholm, Sweden
| | - Govindaraju Archunan
- Department of Animal Science, Bharathidasan University, Tiruchirappalli 620024, Tamil Nadu, India;
- Marudupandiyar College, Thanjavur 613403, Tamil Nadu, India
- Correspondence: (G.A.); (P.P.)
| | - Parasuraman Padmanabhan
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore; (R.M.A.); (B.G.)
- Cognitive Neuroimaging Centre, 59 Nanyang Drive, Nanyang Technological University, Singapore 636921, Singapore
- Correspondence: (G.A.); (P.P.)
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10
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Bai B, Vanderwall D, Li Y, Wang X, Poudel S, Wang H, Dey KK, Chen PC, Yang K, Peng J. Proteomic landscape of Alzheimer's Disease: novel insights into pathogenesis and biomarker discovery. Mol Neurodegener 2021; 16:55. [PMID: 34384464 PMCID: PMC8359598 DOI: 10.1186/s13024-021-00474-z] [Citation(s) in RCA: 90] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 07/18/2021] [Indexed: 12/15/2022] Open
Abstract
Mass spectrometry-based proteomics empowers deep profiling of proteome and protein posttranslational modifications (PTMs) in Alzheimer's disease (AD). Here we review the advances and limitations in historic and recent AD proteomic research. Complementary to genetic mapping, proteomic studies not only validate canonical amyloid and tau pathways, but also uncover novel components in broad protein networks, such as RNA splicing, development, immunity, membrane transport, lipid metabolism, synaptic function, and mitochondrial activity. Meta-analysis of seven deep datasets reveals 2,698 differentially expressed (DE) proteins in the landscape of AD brain proteome (n = 12,017 proteins/genes), covering 35 reported AD genes and risk loci. The DE proteins contain cellular markers enriched in neurons, microglia, astrocytes, oligodendrocytes, and epithelial cells, supporting the involvement of diverse cell types in AD pathology. We discuss the hypothesized protective or detrimental roles of selected DE proteins, emphasizing top proteins in "amyloidome" (all biomolecules in amyloid plaques) and disease progression. Comprehensive PTM analysis represents another layer of molecular events in AD. In particular, tau PTMs are correlated with disease stages and indicate the heterogeneity of individual AD patients. Moreover, the unprecedented proteomic coverage of biofluids, such as cerebrospinal fluid and serum, procures novel putative AD biomarkers through meta-analysis. Thus, proteomics-driven systems biology presents a new frontier to link genotype, proteotype, and phenotype, accelerating the development of improved AD models and treatment strategies.
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Affiliation(s)
- Bing Bai
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
- Current address: Center for Precision Medicine, Department of Laboratory Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Jiangsu 210008 Nanjing, China
| | - David Vanderwall
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Yuxin Li
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
- Center for Proteomics and Metabolomics, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Xusheng Wang
- Center for Proteomics and Metabolomics, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
- Current address: Department of Biology, University of North Dakota, ND 58202 Grand Forks, USA
| | - Suresh Poudel
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
- Center for Proteomics and Metabolomics, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Hong Wang
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
- Center for Proteomics and Metabolomics, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Kaushik Kumar Dey
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Ping-Chung Chen
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Ka Yang
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
| | - Junmin Peng
- Departments of Structural Biology and Developmental Neurobiology, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
- Center for Proteomics and Metabolomics, St. Jude Children’s Research Hospital, 38105 Memphis, TN USA
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11
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Lester E, Ooi FK, Bakkar N, Ayers J, Woerman AL, Wheeler J, Bowser R, Carlson GA, Prusiner SB, Parker R. Tau aggregates are RNA-protein assemblies that mislocalize multiple nuclear speckle components. Neuron 2021; 109:1675-1691.e9. [PMID: 33848474 PMCID: PMC8141031 DOI: 10.1016/j.neuron.2021.03.026] [Citation(s) in RCA: 98] [Impact Index Per Article: 32.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 02/05/2021] [Accepted: 03/18/2021] [Indexed: 12/13/2022]
Abstract
Tau aggregates contribute to neurodegenerative diseases, including frontotemporal dementia and Alzheimer's disease (AD). Although RNA promotes tau aggregation in vitro, whether tau aggregates in cells contain RNA is unknown. We demonstrate, in cell culture and mouse brains, that cytosolic and nuclear tau aggregates contain RNA with enrichment for small nuclear RNAs (snRNAs) and small nucleolar RNAs (snoRNAs). Nuclear tau aggregates colocalize with and alter the composition, dynamics, and organization of nuclear speckles, membraneless organelles involved in pre-mRNA splicing. Moreover, several nuclear speckle components, including SRRM2, mislocalize to cytosolic tau aggregates in cells, mouse brains, and brains of individuals with AD, frontotemporal dementia (FTD), and corticobasal degeneration (CBD). Consistent with these alterations, we observe that the presence of tau aggregates is sufficient to alter pre-mRNA splicing. This work identifies tau alteration of nuclear speckles as a feature of tau aggregation that may contribute to the pathology of tau aggregates.
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Affiliation(s)
- Evan Lester
- Department of Biochemistry, University of Colorado, Boulder, CO, USA; Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Felicia K Ooi
- Institute for Neurodegenerative Diseases, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Nadine Bakkar
- Department of Neurobiology, Barrow Neurological Institute, Phoenix, AZ, USA
| | - Jacob Ayers
- Institute for Neurodegenerative Diseases, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA; Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Amanda L Woerman
- Department of Biology and Institute for Applied Life Sciences, University of Massachusetts Amherst, Amherst, MA, USA
| | - Joshua Wheeler
- Department of Biochemistry, University of Colorado, Boulder, CO, USA; Medical Scientist Training Program, University of Colorado Anschutz Medical Campus, Aurora, CO, USA; Department of Pathology, Stanford University, Stanford, CA, USA
| | - Robert Bowser
- Department of Neurobiology, Barrow Neurological Institute, Phoenix, AZ, USA
| | - George A Carlson
- Institute for Neurodegenerative Diseases, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA; Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Stanley B Prusiner
- Institute for Neurodegenerative Diseases, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA; Department of Neurology, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA; Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA
| | - Roy Parker
- Department of Biochemistry, University of Colorado, Boulder, CO, USA; Howard Hughes Medical Institute, University of Colorado, Boulder, CO, USA.
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12
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Cheng Z, Shang Y, Xu X, Dong Z, Zhang Y, Du Z, Lu X, Zhang T. Presenilin 1 mutation likely contributes to U1 small nuclear RNA dysregulation and Alzheimer's disease-like symptoms. Neurobiol Aging 2021; 100:1-10. [PMID: 33450722 DOI: 10.1016/j.neurobiolaging.2020.12.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 12/10/2020] [Accepted: 12/13/2020] [Indexed: 12/15/2022]
Abstract
Previous studies showed that U1 small nuclear RNA (snRNA) was selectively enriched in the brain of individuals with familial Alzheimer's disease (AD), resulting in widespread changes in RNA splicing. Our study further reported that presenilin-1 (PSEN1) induced an increase in U1 snRNA expression, accompanied by changed amyloid precursor protein expression, β-amyloid level, and cell death in SH-SY5Y cells. However, the effect of U1 snRNA overexpression on learning and memory is still unclear. In the present study, we found that neuronal U1 snRNA overexpression could generate U1 snRNA aggregates in the nuclear, accompanied by the widespread alteration of RNA splicing, resulting in the impairments of synaptic plasticity and spatial memory. In addition, more U1 snRNAs is bound to the intron binding sites accompanied by an increased intracellular U1 snRNA level. This suggests that U1 snRNA overexpression regulates RNA splicing and gene expression in neurons by manipulating the recruitment of the U1 snRNA to the nascent transcripts. Using in situ hybridization staining of human central nervous system-type neurons, we identified nuclear aggregates of U1 snRNA in neurons by upregulating the U1 snRNA level. Quantitative polymerase chain reaction analysis showed U1 snRNA accumulation in the insoluble fraction of neurons with PSEN1 mutation neurons rather than other types of U snRNAs. These results show an independent function of U1 snRNA in regulating RNA splicing, suggesting that aberrant RNA processing may mediate neurodegeneration induced by PSEN1 mutation.
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Affiliation(s)
- Zhi Cheng
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China
| | - Yingchun Shang
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China
| | - Xinxin Xu
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China
| | - Zhiqiang Dong
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China
| | - Yongwang Zhang
- College of Pharmacy, Nankai University, Tianjin, PR China
| | - Zhanqiang Du
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China
| | - Xinyi Lu
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China; College of Pharmacy, Nankai University, Tianjin, PR China
| | - Tao Zhang
- College of Life Sciences & State Key Laboratory of Medicinal Chemical Biology, Nankai University, Tianjin, PR China.
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13
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Guo Q, Dammer EB, Zhou M, Kundinger SR, Gearing M, Lah JJ, Levey AI, Shulman JM, Seyfried NT. Targeted Quantification of Detergent-Insoluble RNA-Binding Proteins in Human Brain Reveals Stage and Disease Specific Co-aggregation in Alzheimer's Disease. Front Mol Neurosci 2021; 14:623659. [PMID: 33815056 PMCID: PMC8014091 DOI: 10.3389/fnmol.2021.623659] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 02/12/2021] [Indexed: 01/02/2023] Open
Abstract
Core spliceosome and related RNA-binding proteins aggregate in Alzheimer’s disease (AD) brain even in early asymptomatic stages (AsymAD) of disease. To assess the specificity of RNA-binding protein aggregation in AD, we developed a targeted mass spectrometry approach to quantify broad classes of RNA-binding proteins with other pathological proteins including tau and amyloid beta (Aβ) in detergent insoluble fractions from control, AsymAD, AD and Parkinson’s disease (PD) brain. Relative levels of specific insoluble RNA-binding proteins across different disease groups correlated with accumulation of Aβ and tau aggregates. RNA-binding proteins, including splicing factors with homology to the basic-acidic dipeptide repeats of U1-70K, preferentially aggregated in AsymAD and AD. In contrast, PD brain aggregates were relatively depleted of many RNA-binding proteins compared to AsymAD and AD groups. Correlation network analyses resolved 29 distinct modules of co-aggregating proteins including modules linked to spliceosome assembly, nuclear speckles and RNA splicing. Modules related to spliceosome assembly and nuclear speckles showed stage-specific enrichment of insoluble RBPs from AsymAD and AD brains, whereas the RNA splicing module was reduced specifically in PD. Collectively, this work identifies classes of RNA-binding proteins that distinctly co-aggregate in detergent-insoluble fractions across the specific neurodegenerative diseases we examined.
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Affiliation(s)
- Qi Guo
- Department of Biochemistry, School of Medicine, Emory University, Atlanta, GA, United States
| | - Eric B Dammer
- Department of Biochemistry, School of Medicine, Emory University, Atlanta, GA, United States.,Goizueta Alzheimer's Disease Research Center, School of Medicine, Emory University, Atlanta, GA, United States
| | - Maotian Zhou
- Department of Biochemistry, School of Medicine, Emory University, Atlanta, GA, United States
| | - Sean R Kundinger
- Department of Biochemistry, School of Medicine, Emory University, Atlanta, GA, United States
| | - Marla Gearing
- Goizueta Alzheimer's Disease Research Center, School of Medicine, Emory University, Atlanta, GA, United States.,Department of Pathology and Laboratory Medicine, School of Medicine, Emory University, Atlanta, GA, United States
| | - James J Lah
- Goizueta Alzheimer's Disease Research Center, School of Medicine, Emory University, Atlanta, GA, United States.,Department of Neurology, School of Medicine, Emory University, Atlanta, GA, United States
| | - Allan I Levey
- Goizueta Alzheimer's Disease Research Center, School of Medicine, Emory University, Atlanta, GA, United States.,Department of Neurology, School of Medicine, Emory University, Atlanta, GA, United States
| | - Joshua M Shulman
- Departments of Neurology, Neuroscience and Molecular & Human Genetics, Baylor College of Medicine, Houston, TX, United States.,Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, TX, United States
| | - Nicholas T Seyfried
- Department of Biochemistry, School of Medicine, Emory University, Atlanta, GA, United States.,Goizueta Alzheimer's Disease Research Center, School of Medicine, Emory University, Atlanta, GA, United States.,Department of Neurology, School of Medicine, Emory University, Atlanta, GA, United States
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14
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Rayaprolu S, Higginbotham L, Bagchi P, Watson CM, Zhang T, Levey AI, Rangaraju S, Seyfried NT. Systems-based proteomics to resolve the biology of Alzheimer's disease beyond amyloid and tau. Neuropsychopharmacology 2021; 46:98-115. [PMID: 32898852 PMCID: PMC7689445 DOI: 10.1038/s41386-020-00840-3] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 07/05/2020] [Accepted: 08/19/2020] [Indexed: 02/07/2023]
Abstract
The repeated failures of amyloid-targeting therapies have challenged our narrow understanding of Alzheimer's disease (AD) pathogenesis and inspired wide-ranging investigations into the underlying mechanisms of disease. Increasing evidence indicates that AD develops from an intricate web of biochemical and cellular processes that extend far beyond amyloid and tau accumulation. This growing recognition surrounding the diversity of AD pathophysiology underscores the need for holistic systems-based approaches to explore AD pathogenesis. Here we describe how network-based proteomics has emerged as a powerful tool and how its application to the AD brain has provided an informative framework for the complex protein pathophysiology underlying the disease. Furthermore, we outline how the AD brain network proteome can be leveraged to advance additional scientific and translational efforts, including the discovery of novel protein biomarkers of disease.
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Affiliation(s)
- Sruti Rayaprolu
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Lenora Higginbotham
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Pritha Bagchi
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Caroline M Watson
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Tian Zhang
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Allan I Levey
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Srikant Rangaraju
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA
| | - Nicholas T Seyfried
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, 30322, USA.
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, 30322, USA.
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, 30322, USA.
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15
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Zhu W, Wei X, Wang Y, Li J, Peng L, Zhang K, Bai B. Effects of U1 Small Nuclear Ribonucleoprotein Inhibition on the Expression of Genes Involved in Alzheimer's Disease. ACS OMEGA 2020; 5:25306-25311. [PMID: 33043209 PMCID: PMC7542834 DOI: 10.1021/acsomega.0c03568] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Accepted: 09/11/2020] [Indexed: 06/11/2023]
Abstract
Deposition and dysfunction of U1 small nuclear ribonucleoprotein (snRNP) have been revealed in Alzheimer's disease (AD), but whether U1 is involved in the amyloid precursor protein (APP) and Tau pathways remains unclear. Here, we investigate this by inhibiting the U1 components in cultured cells and examining the expression changes of AD-related genes to these two canonic pathways. We find that knockdown of U1-70K and U1C increases the protein expressions of APP and GSK-3β while reduces that of Nicastrin in a dose-dependent manner. Knockdown of U1A shows no effects on the expression of these proteins. The real-time PCR results show that the mRNA expression levels of APP, Nicastrin and GSK-3β are unchanged, decreased, and increased, respectively. In addition, U1-70K knockdown suppresses Tau phosphorylation and causes altered splicing of Tau exon 10. This study suggests that the effect of U1 snRNP knockdown is component-specific and more likely involved in APP deregulation in AD.
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Affiliation(s)
- Wenbo Zhu
- Department
of Laboratory Medicine, Nanjing Drum Tower
Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu 210008, China
- Department
of Laboratory Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Xuefei Wei
- Department
of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Yanyang Wang
- Department
of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Jingjing Li
- Center
for Precision Medicine, Nanjing Drum Tower Hospital,The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Lu Peng
- Department
of Laboratory Medicine, Affiliated Nanjing Brain Hospital, Nanjing Medical University, Nanjing, Jiangsu 210008, China
| | - Kui Zhang
- Department
of Laboratory Medicine, Nanjing Drum Tower
Hospital Clinical College of Nanjing Medical University, Nanjing, Jiangsu 210008, China
- Department
of Laboratory Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
| | - Bing Bai
- Department
of Laboratory Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
- Department
of Nuclear Medicine, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
- Center
for Precision Medicine, Nanjing Drum Tower Hospital,The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu 210008, China
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16
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Koren SA, Galvis-Escobar S, Abisambra JF. Tau-mediated dysregulation of RNA: Evidence for a common molecular mechanism of toxicity in frontotemporal dementia and other tauopathies. Neurobiol Dis 2020; 141:104939. [PMID: 32413399 DOI: 10.1016/j.nbd.2020.104939] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 04/10/2020] [Accepted: 05/04/2020] [Indexed: 02/07/2023] Open
Abstract
Frontotemporal dementias (FTDs) encompass several disorders commonly characterized by progressive frontotemporal lobar degeneration and dementia. Pathologically, TDP-43, FUS, dipeptide repeats, and tau constitute the protein aggregates in FTD, which in turn coincide with heterogeneity in clinical variants. The underlying molecular etiology explaining the formation of each type of protein aggregate remains unclear; however, dysregulated RNA metabolism rises as a common pathogenic factor. Alongside with TDP-43 and FUS, which bind to and regulate RNA dynamics, emerging data suggest that tau may also regulate RNA metabolism and translation. The complex mechanisms that drive translational selectivity in turn regulate the broad clinical presentation of FTDs. Here, we focus on the enigmatic relationship between tau and RNA and review the mechanisms of tau-mediated dysregulation of RNA in tauopathies such as FTD.
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Affiliation(s)
- Shon A Koren
- Department of Neuroscience & Center for Translational Research in Neurodegenerative Disease, BOX 100159, 1275 Center Drive, University of Florida, Gainesville, FL 32610, United States of America
| | - Sara Galvis-Escobar
- Department of Neuroscience & Center for Translational Research in Neurodegenerative Disease, BOX 100159, 1275 Center Drive, University of Florida, Gainesville, FL 32610, United States of America
| | - Jose F Abisambra
- Department of Neuroscience & Center for Translational Research in Neurodegenerative Disease, BOX 100159, 1275 Center Drive, University of Florida, Gainesville, FL 32610, United States of America.
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17
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Yoshino Y, Dwivedi Y. Non-Coding RNAs in Psychiatric Disorders and Suicidal Behavior. Front Psychiatry 2020; 11:543893. [PMID: 33101077 PMCID: PMC7522197 DOI: 10.3389/fpsyt.2020.543893] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 08/14/2020] [Indexed: 12/18/2022] Open
Abstract
It is well known that only a small proportion of the human genome code for proteins; the rest belong to the family of RNAs that do not code for protein and are known as non-coding RNAs (ncRNAs). ncRNAs are further divided into two subclasses based on size: 1) long non-coding RNAs (lncRNAs; >200 nucleotides) and 2) small RNAs (<200 nucleotides). Small RNAs contain various family members that include microRNAs (miRNAs), small interfering RNAs (siRNAs), piwi-interacting RNAs (piRNAs), small nucleolar RNAs (snoRNAs), and small nuclear RNAs (snRNAs). The roles of ncRNAs, especially lncRNAs and miRNAs, are well documented in brain development, homeostasis, stress responses, and neural plasticity. It has also been reported that ncRNAs can influence the development of psychiatric disorders including schizophrenia, major depressive disorder, and bipolar disorder. More recently, their roles are being investigated in suicidal behavior. In this article, we have comprehensively reviewed the findings of lncRNA and miRNA expression changes and their functions in various psychiatric disorders including suicidal behavior. We primarily focused on studies that have been done in postmortem human brain. In addition, we have briefly reviewed the role of other small RNAs (e.g. piwiRNA, siRNA, snRNA, and snoRNAs) and their expression changes in psychiatric illnesses.
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Affiliation(s)
- Yuta Yoshino
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Yogesh Dwivedi
- Department of Psychiatry and Behavioral Neurobiology, University of Alabama at Birmingham, Birmingham, AL, United States
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18
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Watson CN, Belli A, Di Pietro V. Small Non-coding RNAs: New Class of Biomarkers and Potential Therapeutic Targets in Neurodegenerative Disease. Front Genet 2019; 10:364. [PMID: 31080456 PMCID: PMC6497742 DOI: 10.3389/fgene.2019.00364] [Citation(s) in RCA: 89] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 04/05/2019] [Indexed: 12/11/2022] Open
Abstract
Neurodegenerative diseases (NDs) are becoming increasingly prevalent in the world, with an aging population. In the last few decades, due to the devastating nature of these diseases, the research of biomarkers has become crucial to enable adequate treatments and to monitor the progress of disease. Currently, gene mutations, CSF and blood protein markers together with the neuroimaging techniques are the most used diagnostic approaches. However, despite the efforts in the research, conflicting data still exist, highlighting the need to explore new classes of biomarkers, particularly at early stages. Small non-coding RNAs (MicroRNA, Small nuclear RNA, Small nucleolar RNA, tRNA derived small RNA and Piwi-interacting RNA) can be considered a "relatively" new class of molecule that have already proved to be differentially regulated in many NDs, hence they represent a new potential class of biomarkers to be explored. In addition, understanding their involvement in disease development could depict the underlying pathogenesis of particular NDs, so novel treatment methods that act earlier in disease progression can be developed. This review aims to describe the involvement of small non-coding RNAs as biomarkers of NDs and their potential role in future clinical applications.
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Affiliation(s)
- Callum N. Watson
- Neuroscience and Ophthalmology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Antonio Belli
- Neuroscience and Ophthalmology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
| | - Valentina Di Pietro
- Neuroscience and Ophthalmology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- National Institute for Health Research Surgical Reconstruction and Microbiology Research Centre, Queen Elizabeth Hospital Birmingham, Birmingham, United Kingdom
- Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana–Champaign, Urbana, IL, United States
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19
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Liu X, Jiao B, Shen L. The Epigenetics of Alzheimer's Disease: Factors and Therapeutic Implications. Front Genet 2018; 9:579. [PMID: 30555513 PMCID: PMC6283895 DOI: 10.3389/fgene.2018.00579] [Citation(s) in RCA: 80] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 11/08/2018] [Indexed: 02/05/2023] Open
Abstract
Alzheimer’s disease (AD) is a well-known neurodegenerative disorder that imposes a great burden on the world. The mechanisms of AD are not yet fully understood. Current insight into the role of epigenetics in the mechanism of AD focuses on DNA methylation, remodeling of chromatin, histone modifications and non-coding RNA regulation. This review summarizes the current state of knowledge regarding the role of epigenetics in AD and the possibilities for epigenetically based therapeutics. The general conclusion is that epigenetic mechanisms play a variety of crucial roles in the development of AD, and there are a number of viable possibilities for treatments based on modulating these effects, but significant advances in knowledge and technology will be needed to move these treatments from the bench to the bedside.
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Affiliation(s)
- Xiaolei Liu
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China.,The Center of Gerontology and Geriatrics, West China Hospital, Sichuan University, Chengdu, China
| | - Bin Jiao
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, China.,Key Laboratory of Hunan Province in Neurodegenerative Disorders, Central South University, Changsha, China
| | - Lu Shen
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China.,National Clinical Research Center for Geriatric Disorders, Central South University, Changsha, China.,Key Laboratory of Hunan Province in Neurodegenerative Disorders, Central South University, Changsha, China.,Key Laboratory of Organ Injury, Aging and Regenerative Medicine of Hunan Province, Changsha, China
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20
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Lutz BM, Peng J. Deep Profiling of the Aggregated Proteome in Alzheimer's Disease: From Pathology to Disease Mechanisms. Proteomes 2018; 6:proteomes6040046. [PMID: 30424485 PMCID: PMC6313861 DOI: 10.3390/proteomes6040046] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2018] [Revised: 10/29/2018] [Accepted: 11/07/2018] [Indexed: 01/20/2023] Open
Abstract
Hallmarks of Alzheimer’s disease (AD), a progressive neurodegenerative disease causing dementia, include protein aggregates such as amyloid beta plaques and tau neurofibrillary tangles in a patient’s brain. Understanding the complete composition and structure of protein aggregates in AD can shed light on the as-yet unidentified underlying mechanisms of AD development and progression. Biochemical isolation of aggregates coupled with mass spectrometry (MS) provides a comprehensive proteomic analysis of aggregates in AD. Dissection of these AD-specific aggregate components, such as U1 small nuclear ribonucleoprotein complex (U1 snRNP), provides novel insights into the deregulation of RNA splicing in the disease. In this review, we summarize the methodologies of laser capture microdissection (LCM) and differential extraction to analyze the aggregated proteomes in AD samples, and discuss the derived novel insights that may contribute to AD pathogenesis.
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Affiliation(s)
- Brianna M Lutz
- Departments of Structural Biology and Developmental Neurobiology, Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
| | - Junmin Peng
- Departments of Structural Biology and Developmental Neurobiology, Center for Proteomics and Metabolomics, St. Jude Children's Research Hospital, Memphis, TN 38105, USA.
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21
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Johnson ECB, Dammer EB, Duong DM, Yin L, Thambisetty M, Troncoso JC, Lah JJ, Levey AI, Seyfried NT. Deep proteomic network analysis of Alzheimer's disease brain reveals alterations in RNA binding proteins and RNA splicing associated with disease. Mol Neurodegener 2018; 13:52. [PMID: 30286791 PMCID: PMC6172707 DOI: 10.1186/s13024-018-0282-4] [Citation(s) in RCA: 130] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 09/07/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The complicated cellular and biochemical changes that occur in brain during Alzheimer's disease are poorly understood. In a previous study we used an unbiased label-free quantitative mass spectrometry-based proteomic approach to analyze these changes at a systems level in post-mortem cortical tissue from patients with Alzheimer's disease (AD), asymptomatic Alzheimer's disease (AsymAD), and controls. We found modules of co-expressed proteins that correlated with AD phenotypes, some of which were enriched in proteins identified as risk factors for AD by genetic studies. METHODS The amount of information that can be obtained from such systems-level proteomic analyses is critically dependent upon the number of proteins that can be quantified across a cohort. We report here a new proteomic systems-level analysis of AD brain based on 6,533 proteins measured across AD, AsymAD, and controls using an analysis pipeline consisting of isobaric tandem mass tag (TMT) mass spectrometry and offline prefractionation. RESULTS Our new TMT pipeline allowed us to more than double the depth of brain proteome coverage. This increased depth of coverage greatly expanded the brain protein network to reveal new protein modules that correlated with disease and were unrelated to those identified in our previous network. Differential protein abundance analysis identified 350 proteins that had altered levels between AsymAD and AD not caused by changes in specific cell type abundance, potentially reflecting biochemical changes that are associated with cognitive decline in AD. RNA binding proteins emerged as a class of proteins altered between AsymAD and AD, and were enriched in network modules that correlated with AD pathology. We developed a proteogenomic approach to investigate RNA splicing events that may be altered by RNA binding protein changes in AD. The increased proteome depth afforded by our TMT pipeline allowed us to identify and quantify a large number of alternatively spliced protein isoforms in brain, including AD risk factors such as BIN1, PICALM, PTK2B, and FERMT2. Many of the new AD protein network modules were enriched in alternatively spliced proteins and correlated with molecular markers of AD pathology and cognition. CONCLUSIONS Further analysis of the AD brain proteome will continue to yield new insights into the biological basis of AD.
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Affiliation(s)
- Erik C. B. Johnson
- Department of Neurology, Emory University School of Medicine, Whitehead Building—Suite 505C, 615 Michael Street, Atlanta, GA 30322 USA
| | - Eric B. Dammer
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Duc M. Duong
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Luming Yin
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Madhav Thambisetty
- National Institute on Aging, National Institutes of Health, Bethesda, MD 20892 USA
| | | | - James J. Lah
- Department of Neurology, Emory University School of Medicine, Whitehead Building—Suite 505C, 615 Michael Street, Atlanta, GA 30322 USA
| | - Allan I. Levey
- Department of Neurology, Emory University School of Medicine, Whitehead Building—Suite 505C, 615 Michael Street, Atlanta, GA 30322 USA
| | - Nicholas T. Seyfried
- Department of Neurology, Emory University School of Medicine, Whitehead Building—Suite 505C, 615 Michael Street, Atlanta, GA 30322 USA
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322 USA
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22
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Khalil B, Morderer D, Price PL, Liu F, Rossoll W. mRNP assembly, axonal transport, and local translation in neurodegenerative diseases. Brain Res 2018; 1693:75-91. [PMID: 29462608 PMCID: PMC5997521 DOI: 10.1016/j.brainres.2018.02.018] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 01/31/2018] [Accepted: 02/13/2018] [Indexed: 12/12/2022]
Abstract
The development, maturation, and maintenance of the mammalian nervous system rely on complex spatiotemporal patterns of gene expression. In neurons, this is achieved by the expression of differentially localized isoforms and specific sets of mRNA-binding proteins (mRBPs) that regulate RNA processing, mRNA trafficking, and local protein synthesis at remote sites within dendrites and axons. There is growing evidence that axons contain a specialized transcriptome and are endowed with the machinery that allows them to rapidly alter their local proteome via local translation and protein degradation. This enables axons to quickly respond to changes in their environment during development, and to facilitate axon regeneration and maintenance in adult organisms. Aside from providing autonomy to neuronal processes, local translation allows axons to send retrograde injury signals to the cell soma. In this review, we discuss evidence that disturbances in mRNP transport, granule assembly, axonal localization, and local translation contribute to pathology in various neurodegenerative diseases, including spinal muscular atrophy (SMA), amyotrophic lateral sclerosis (ALS), frontotemporal dementia (FTD), and Alzheimer's disease (AD).
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Affiliation(s)
- Bilal Khalil
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224 USA
| | - Dmytro Morderer
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224 USA
| | - Phillip L Price
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224 USA; Department of Cell Biology, Emory University, Atlanta, GA 30322 USA
| | - Feilin Liu
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224 USA; Eye Center, The Second Hospital of Jilin University, Changchun, Jilin 130021, China
| | - Wilfried Rossoll
- Department of Neuroscience, Mayo Clinic, Jacksonville, FL 32224 USA.
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23
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Maziuk BF, Apicco DJ, Cruz AL, Jiang L, Ash PEA, da Rocha EL, Zhang C, Yu WH, Leszyk J, Abisambra JF, Li H, Wolozin B. RNA binding proteins co-localize with small tau inclusions in tauopathy. Acta Neuropathol Commun 2018; 6:71. [PMID: 30068389 PMCID: PMC6069705 DOI: 10.1186/s40478-018-0574-5] [Citation(s) in RCA: 92] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 07/19/2018] [Indexed: 02/07/2023] Open
Abstract
The development of insoluble, intracellular neurofibrillary tangles composed of the microtubule-associated protein tau is a defining feature of tauopathies, including Alzheimer's disease (AD). Accumulating evidence suggests that tau pathology co-localizes with RNA binding proteins (RBPs) that are known markers for stress granules (SGs). Here we used proteomics to determine how the network of tau binding proteins changes with disease in the rTg4510 mouse, and then followed up with immunohistochemistry to identify RNA binding proteins that co-localize with tau pathology. The tau interactome networks revealed striking disease-related changes in interactions between tau and a multiple RBPs, and biochemical fractionation studies demonstrated that many of these proteins including hnRNPA0, EWSR1, PABP and RPL7 form insoluble aggregates as tau pathology develops. Immunohistochemical analysis of mouse and human brain tissues suggest a model of evolving pathological interaction, in which RBPs co-localize with pathological phospho-tau but occur adjacent to larger pathological tau inclusions. We suggest a model in which tau initially interacts with RBPs in small complexes, but evolves into isolated aggregated inclusions as tau pathology matures.
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Affiliation(s)
- Brandon F Maziuk
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA
| | - Daniel J Apicco
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA
| | - Anna Lourdes Cruz
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA
| | - Lulu Jiang
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA
| | - Peter E A Ash
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA
| | | | | | - Wai Haung Yu
- Department of Pathology and Cell Biology, Taub Institute for Alzheimer's Disease Research, Columbia University Medical Center, New York, NY, USA
| | - John Leszyk
- University of Massachusetts Medical Center, Worcester, MA, USA
| | - Jose F Abisambra
- Sanders-Brown Center on Aging, Department of Physiology, Spinal Cord and Brain Injury Research Center, and Epilepsy Center, University of Kentucky, Lexington, KY, USA
| | - Hu Li
- Mayo Clinic, Rochester, MN, USA
| | - Benjamin Wolozin
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA.
- Department of Neurology, Boston University School of Medicine, Boston, MA, USA.
- Department of Pharmacology and Neurology Program in Neuroscience, Boston University School of Medicine, 72 East Concord St., R614, Boston, MA, 02118-2526, USA.
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24
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Bishof I, Dammer EB, Duong DM, Kundinger SR, Gearing M, Lah JJ, Levey AI, Seyfried NT. RNA-binding proteins with basic-acidic dipeptide (BAD) domains self-assemble and aggregate in Alzheimer's disease. J Biol Chem 2018; 293:11047-11066. [PMID: 29802200 PMCID: PMC6052236 DOI: 10.1074/jbc.ra118.001747] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 05/23/2018] [Indexed: 12/12/2022] Open
Abstract
The U1 small nuclear ribonucleoprotein 70 kDa (U1-70K) and other RNA-binding proteins (RBPs) are mislocalized to cytoplasmic neurofibrillary Tau aggregates in Alzheimer's disease (AD), yet the co-aggregation mechanisms are incompletely understood. U1-70K harbors two disordered low-complexity domains (LC1 and LC2) that are necessary for aggregation in AD brain extracts. The LC1 domain contains highly repetitive basic (Arg/Lys) and acidic (Asp/Glu) residues, referred to as a basic-acidic dipeptide (BAD) domain. We report here that this domain shares many of the properties of the Gln/Asn-rich LC domains in RBPs that also aggregate in neurodegenerative disease. These properties included self-assembly into oligomers and localization to nuclear granules. Co-immunoprecipitations of recombinant U1-70K and deletions lacking the LC domain(s) followed by quantitative proteomic analyses were used to resolve functional classes of U1-70K-interacting proteins that depend on the BAD domain for their interaction. Within this interaction network, we identified a class of RBPs with BAD domains nearly identical to that found in U1-70K. Two members of this class, LUC7L3 and RBM25, required their respective BAD domains for reciprocal interactions with U1-70K and nuclear granule localization. Strikingly, a significant proportion of RBPs with BAD domains had elevated insolubility in the AD brain proteome. Furthermore, we show that the BAD domain of U1-70K can interact with Tau from AD brains but not from other tauopathies. These findings highlight a mechanistic role for BAD domains in stabilizing RBP interactions and in potentially mediating co-aggregation with the pathological AD-specific Tau isoforms.
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Affiliation(s)
- Isaac Bishof
- From the Departments of Biochemistry
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Eric B Dammer
- From the Departments of Biochemistry
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Duc M Duong
- From the Departments of Biochemistry
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Sean R Kundinger
- From the Departments of Biochemistry
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Marla Gearing
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
- Pathology and Laboratory Medicine and
| | - James J Lah
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
- Neurology, and
| | - Allan I Levey
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
- Neurology, and
| | - Nicholas T Seyfried
- From the Departments of Biochemistry,
- the Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, Georgia 30322
- Neurology, and
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25
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Bai B, Wang S, Chen Y, Jia J, Tian X, Liu C, Xia Y, Xie H. Effects of RNA Splicing Inhibitors on Amyloid Precursor Protein Expression. ACS OMEGA 2018; 3:2798-2803. [PMID: 30221221 PMCID: PMC6130791 DOI: 10.1021/acsomega.7b02073] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Accepted: 02/26/2018] [Indexed: 06/08/2023]
Abstract
U1 small ribonucleoproteins demonstrate proteopathy in Alzheimer's disease, and their inhibition modulates the expression of the amyloid precursor protein (APP). We sought to determine whether this effect on the APP expression is a universal result of different kinds of RNA splicing inhibitions. We treated cells with two chemical RNA splicing inhibitors: isoginkgetin (IGK) and spliceostatin A (SSA), in which SSA reduced the APP expression, whereas IGK substantially increased it. The following western blot and reverse transcription polymerase chain reaction analyses showed that the APP expression under the IGK treatment has distinct protein forms, but the total mRNA level was nearly unchanged despite a slight switch within its three major transcripts. Further analysis revealed that the APP-increasing effect of IGK depended on protein translation and might involve inhibition in the degradation system. By immunocytochemistry, the APP likely redistributed from Golgi to endoplasmic reticulum (ER) in cells treated with IGK. When compared to the well-characterized ER-to-Golgi transport inhibitor brefeldin A, IGK showed similar APP expression patterns on the western blot. In summary, we not only determined the diverse effects of RNA splicing inhibition on the APP expression but also found the additional function of IGK on protein subcellular traffic.
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Affiliation(s)
- Bing Bai
- E-mail: . Phone: 086-25-83106666-60671 (B.B.)
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26
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Bai B. U1 snRNP Alteration and Neuronal Cell Cycle Reentry in Alzheimer Disease. Front Aging Neurosci 2018; 10:75. [PMID: 29628886 PMCID: PMC5876301 DOI: 10.3389/fnagi.2018.00075] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2017] [Accepted: 03/06/2018] [Indexed: 12/12/2022] Open
Abstract
The aberrancy of U1 small nuclear ribonucleoprotein (snRNP) complex and RNA splicing has been demonstrated in Alzheimer’s disease (AD). Importantly, the U1 proteopathy is AD-specific, widespread and early-occurring, thus providing a very unique clue to the AD pathogenesis. The prominent feature of U1 histopathology is its nuclear depletion and redistribution in the neuronal cytoplasm. According to the preliminary data, the initial U1 cytoplasmic distribution pattern is similar to the subcellular translocation of the spliceosome in cells undergoing mitosis. This implies that the U1 mislocalization might reflect the neuronal cell cycle-reentry (CCR) which has been extensively evidenced in AD brains. The CCR phenomenon explains the major molecular and cellular events in AD brains, such as Tau and amyloid precursor protein (APP) phosphorylation, and the possible neuronal death through mitotic catastrophe (MC). Furthermore, the CCR might be mechanistically linked to inflammation, a critical factor in the AD etiology according to the genetic evidence. Therefore, the discovery of U1 aberrancy might strengthen the involvement of CCR in the AD neuronal degeneration.
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Affiliation(s)
- Bing Bai
- Department of Laboratory Medicine, Nanjing Drum Tower Hospital, Nanjing University Medical School, Nanjing, China
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27
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Cherry JD, Zeineddin A, Dammer EB, Webster JA, Duong D, Seyfried NT, Levey AI, Alvarez VE, Huber BR, Stein TD, Kiernan PT, McKee AC, Lah JJ, Hales CM. Characterization of Detergent Insoluble Proteome in Chronic Traumatic Encephalopathy. J Neuropathol Exp Neurol 2018; 77:40-49. [PMID: 29145658 DOI: 10.1093/jnen/nlx100] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2017] [Indexed: 12/14/2022] Open
Abstract
Quantitative proteomics of postmortem human brain can identify dysfunctional proteins that contribute to neurodegenerative disorders like Alzheimer disease (AD) and frontotemporal dementia. Similar studies in chronic traumatic encephalopathy (CTE) are limited, therefore we hypothesized that proteomic sequencing of CTE frontal cortex brain homogenates from varying CTE pathologic stages may provide important new insights into this disorder. Quantitative proteomics of control, CTE and AD brains was performed to characterize differentially expressed proteins, and we identified over 4000 proteins in CTE brains, including significant enrichment of the microtubule associated protein tau. We also found enrichment and pathologic aggregation of RNA processing factors as seen previously in AD, supporting the previously recognized overlap between AD and CTE. In addition to these similarities, we identified CTE-specific enrichment of proteins which increase with increasing severity of CTE pathology. NADPH dehydrogenase quinone 1 (NQO1) was one of the proteins which showed significant enrichment in CTE and also correlated with increasing CTE stage. NQO1 demonstrated neuropathologic correlation with hyperphosphorylated tau in glial cells, mainly astrocytes. These results demonstrate that quantitative proteomic analysis of CTE postmortem human brain can identify disease relevant findings and novel cellular pathways involved in CTE pathogenesis.
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Affiliation(s)
- Jonathan D Cherry
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Ahmad Zeineddin
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Eric B Dammer
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - James A Webster
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Duc Duong
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Nicholas T Seyfried
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Allan I Levey
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Victor E Alvarez
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Bertrand R Huber
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Thor D Stein
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Patrick T Kiernan
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Ann C McKee
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - James J Lah
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
| | - Chadwick M Hales
- Boston University Alzheimer's Disease and CTE Center; Department of Neurology, Boston University School of Medicine, Boston, Massachusetts; Center for Neurodegenerative Disease, Emory University School of Medicine; Department of Biochemistry, Emory University School of Medicine; Department of Neurology, Emory University School of Medicine, Atlanta, Georgia; Department of Anatomy and Neurobiology; Department of Pathology and Laboratory Medicine, Boston University School of Medicine, Boston, Massachusetts; VA Boston Healthcare System, Boston, Massachusetts; and Department of Veterans Affairs Medical Center, Bedford, Massachusetts
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28
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Castrillo JI, Lista S, Hampel H, Ritchie CW. Systems Biology Methods for Alzheimer’s Disease Research Toward Molecular Signatures, Subtypes, and Stages and Precision Medicine: Application in Cohort Studies and Trials. Methods Mol Biol 2018; 1750:31-66. [PMID: 29512064 DOI: 10.1007/978-1-4939-7704-8_3] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Juan I Castrillo
- Genetadi Biotech S.L. Parque Tecnológico de Bizkaia, Derio, Bizkaia, Spain.
| | - Simone Lista
- AXA Research Fund & UPMC Chair, F-75013, Paris, France
- Sorbonne Université, AP-HP, GRC n° 21, Alzheimer Precision Medicine (APM), Hôpital de la Pitié-Salpêtrière, Boulevard de l'hôpital, F-75013, Paris, France
- Institut du Cerveau et de la Moelle Épinière (ICM), INSERM U 1127, CNRS UMR 7225, Boulevard de l'hôpital, F-75013, Paris, France
- Institut de la Mémoire et de la Maladie d'Alzheimer (IM2A), Département de Neurologie, Hôpital de la Pitié-Salpêtrière, AP-HP, Boulevard de l'hôpital, F-75013, Paris, France
| | - Harald Hampel
- AXA Research Fund & UPMC Chair, F-75013, Paris, France
- Sorbonne Université, AP-HP, GRC n° 21, Alzheimer Precision Medicine (APM), Hôpital de la Pitié-Salpêtrière, Boulevard de l'hôpital, F-75013, Paris, France
- Institut du Cerveau et de la Moelle Épinière (ICM), INSERM U 1127, CNRS UMR 7225, Boulevard de l'hôpital, F-75013, Paris, France
- Institut de la Mémoire et de la Maladie d'Alzheimer (IM2A), Département de Neurologie, Hôpital de la Pitié-Salpêtrière, AP-HP, Boulevard de l'hôpital, F-75013, Paris, France
| | - Craig W Ritchie
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
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29
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Diner I, Nguyen T, Seyfried NT. Enrichment of Detergent-insoluble Protein Aggregates from Human Postmortem Brain. J Vis Exp 2017. [PMID: 29155708 DOI: 10.3791/55835] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
In this study, we describe an abbreviated single-step fractionation protocol for the enrichment of detergent-insoluble protein aggregates from human postmortem brain. The ionic detergent N-lauryl-sarcosine (sarkosyl) effectively solubilizes natively folded proteins in brain tissue allowing the enrichment of detergent-insoluble protein aggregates from a wide range of neurodegenerative proteinopathies, such as Alzheimer's disease (AD), Parkinson's disease and amyotrophic lateral sclerosis, and prion diseases. Human control and AD postmortem brain tissues were homogenized and sedimented by ultracentrifugation in the presence of sarkosyl to enrich detergent-insoluble protein aggregates including pathologic phosphorylated tau, the core component of neurofibrillary tangles in AD. Western blotting demonstrated the differential solubility of aggregated phosphorylated-tau and the detergent-soluble protein, Early Endosome Antigen 1 (EEA1) in control and AD brain. Proteomic analysis also revealed enrichment of β-amyloid (Aβ), tau, snRNP70 (U1-70K), and apolipoprotein E (APOE) in the sarkosyl-insoluble fractions of AD brain compared to those of control, consistent with previous tissue fractionation strategies. Thus, this simple enrichment protocol is ideal for a wide range of experimental applications ranging from Western blotting and functional protein co-aggregation assays to mass spectrometry-based proteomics.
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Affiliation(s)
- Ian Diner
- Department of Biochemistry, Emory School of Medicine
| | - Tram Nguyen
- Department of Biochemistry, Emory School of Medicine
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30
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Hales CM, Dammer EB, Deng Q, Duong DM, Gearing M, Troncoso JC, Thambisetty M, Lah JJ, Shulman JM, Levey AI, Seyfried NT. Changes in the detergent-insoluble brain proteome linked to amyloid and tau in Alzheimer's Disease progression. Proteomics 2017; 16:3042-3053. [PMID: 27718298 DOI: 10.1002/pmic.201600057] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2016] [Revised: 08/22/2016] [Accepted: 10/06/2016] [Indexed: 01/04/2023]
Abstract
Despite a key role of amyloid-beta (Aβ) in Alzheimer's disease (AD), mechanisms that link Aβ plaques to tau neurofibrillary tangles and cognitive decline still remain poorly understood. The purpose of this study was to quantify proteins in the sarkosyl-insoluble brain proteome correlated with Aβ and tau insolubility in the asymptomatic phase of AD (AsymAD) and through mild cognitive impairment (MCI) and symptomatic AD. Employing label-free mass spectrometry-based proteomics, we quantified 2711 sarkosyl-insoluble proteins across the prefrontal cortex from 35 individual cases representing control, AsymAD, MCI and AD. Significant enrichment of Aβ and tau in AD was observed, which correlated with neuropathological measurements of plaque and tau tangle density, respectively. Pairwise correlation coefficients were also determined for all quantified proteins to Aβ and tau, across the 35 cases. Notably, six of the ten most correlated proteins to Aβ were U1 small nuclear ribonucleoproteins (U1 snRNPs). Three of these U1 snRNPs (U1A, SmD and U1-70K) also correlated with tau consistent with their association with tangle pathology in AD. Thus, proteins that cross-correlate with both Aβ and tau, including specific U1 snRNPs, may have potential mechanistic roles in linking Aβ plaques to tau tangle pathology during AD progression.
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Affiliation(s)
- Chadwick M Hales
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA.,Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA
| | - Eric B Dammer
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA.,Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Qiudong Deng
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA.,Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Duc M Duong
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA.,Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Marla Gearing
- Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA.,Department of Experimental Pathology, Emory University School of Medicine, Atlanta, GA, USA
| | - Juan C Troncoso
- Departments of Pathology and Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Madhav Thambisetty
- National Institute on Aging, National Institutes of Health, Baltimore, MD, USA
| | - James J Lah
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA.,Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA
| | - Joshua M Shulman
- Departments of Neurology, Neuroscience, and Molecular & Human Genetics and Program in Developmental Biology, Jan and Dan Duncan Neurological Research Institute, Texas Children's Hospital, Houston, Baylor College of Medicine, Houston, TX, USA
| | - Allan I Levey
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA.,Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA
| | - Nicholas T Seyfried
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA.,Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, GA, USA.,Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
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31
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Cheng Z, Du Z, Shang Y, Zhang Y, Zhang T. A Preliminary Study: PS1 Increases U1 snRNA Expression Associated with AD. J Mol Neurosci 2017; 62:269-275. [DOI: 10.1007/s12031-017-0932-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2017] [Accepted: 05/23/2017] [Indexed: 12/23/2022]
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Nuzzo D, Inguglia L, Walters J, Picone P, Di Carlo M. A Shotgun Proteomics Approach Reveals a New Toxic Role for Alzheimer's Disease Aβ Peptide: Spliceosome Impairment. J Proteome Res 2017; 16:1526-1541. [PMID: 28157316 DOI: 10.1021/acs.jproteome.6b00925] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Proteomic changes have been described in many neurodegenerative diseases, including Alzheimer's disease (AD). However, the early events in the onset of the pathology are yet to be fully elucidated. A cell model system in which LAN5 neuroblastoma cells were incubated for a short time with a recombinant form of Aβ42 was utilized. Proteins extracted from these cells were subjected to shotgun proteomics analysis by LTQ-Orbitrap-MS followed by label-free quantitation. By bioinformatics tools we found that the most significant of those found to be up-regulated were related to cytoskeletal dynamics (Rho related) and membrane-related processes. The most significant of the down-regulated proteins were hnRNP-related. In particular, hnRNPs involved in ribosomal biogenesis and in splicing were down-regulated. The latter of these processes stood out as it was highlighted ubiquitously and with the highest significance in the results of every analysis. Furthermore, our findings revealed down-regulation at every stage of the splicing process through down-regulation of every subunit of the spliceosome. Dysregulation of the spliceosome was also confirmed using a Western blot. In conclusion, these data suggest dysregulation of the proteins and processes identified as early events in pathogenesis of AD following Aβ accumulation.
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Affiliation(s)
- Domenico Nuzzo
- Istituto di Biomedicina ed Immunologia Molecolare "A. Monroy" (IBIM) , Via Ugo La Malfa 153, 90146 Palermo, Italy
| | - Luigi Inguglia
- Istituto di Biofisica (IBF) , Via Ugo La Malfa 153, 90146 Palermo, Italy.,Euro-Mediterranean Institute of Science and Technology , 90146 Palermo, Italy
| | - Jessica Walters
- Istituto di Biomedicina ed Immunologia Molecolare "A. Monroy" (IBIM) , Via Ugo La Malfa 153, 90146 Palermo, Italy
| | - Pasquale Picone
- Istituto di Biomedicina ed Immunologia Molecolare "A. Monroy" (IBIM) , Via Ugo La Malfa 153, 90146 Palermo, Italy
| | - Marta Di Carlo
- Istituto di Biomedicina ed Immunologia Molecolare "A. Monroy" (IBIM) , Via Ugo La Malfa 153, 90146 Palermo, Italy
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33
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34
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Quek C, Bellingham SA, Jung CH, Scicluna BJ, Shambrook MC, Sharples RA, Cheng L, Hill AF. Defining the purity of exosomes required for diagnostic profiling of small RNA suitable for biomarker discovery. RNA Biol 2016; 14:245-258. [PMID: 28005467 PMCID: PMC5324750 DOI: 10.1080/15476286.2016.1270005] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Small non-coding RNAs (ncRNA), including microRNAs (miRNA), enclosed in exosomes are being utilised for biomarker discovery in disease. Two common exosome isolation methods involve differential ultracentrifugation or differential ultracentrifugation coupled with Optiprep gradient fractionation. Generally, the incorporation of an Optiprep gradient provides better separation and increased purity of exosomes. The question of whether increased purity of exosomes is required for small ncRNA profiling, particularly in diagnostic and biomarker purposes, has not been addressed and highly debated. Utilizing an established neuronal cell system, we used next-generation sequencing to comprehensively profile ncRNA in cells and exosomes isolated by these 2 isolation methods. By comparing ncRNA content in exosomes from these two methods, we found that exosomes from both isolation methods were enriched with miRNAs and contained a diverse range of rRNA, small nuclear RNA, small nucleolar RNA and piwi-interacting RNA as compared with their cellular counterparts. Additionally, tRNA fragments (30-55 nucleotides in length) were identified in exosomes and may act as potential modulators for repressing protein translation. Overall, the outcome of this study confirms that ultracentrifugation-based method as a feasible approach to identify ncRNA biomarkers in exosomes.
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Affiliation(s)
- Camelia Quek
- a Department of Biochemistry and Molecular Biology , Bio21 Molecular Science and Biotechnology Institute, University of Melbourne , Melbourne , VIC , Australia.,b Department of Biochemistry and Genetics , La Trobe Institute for Molecular Science, La Trobe University , VIC , Australia
| | - Shayne A Bellingham
- a Department of Biochemistry and Molecular Biology , Bio21 Molecular Science and Biotechnology Institute, University of Melbourne , Melbourne , VIC , Australia
| | - Chol-Hee Jung
- c VLSCI Life Sciences Computation Centre, University of Melbourne , VIC , Australia
| | - Benjamin J Scicluna
- a Department of Biochemistry and Molecular Biology , Bio21 Molecular Science and Biotechnology Institute, University of Melbourne , Melbourne , VIC , Australia.,b Department of Biochemistry and Genetics , La Trobe Institute for Molecular Science, La Trobe University , VIC , Australia
| | - Mitch C Shambrook
- b Department of Biochemistry and Genetics , La Trobe Institute for Molecular Science, La Trobe University , VIC , Australia
| | - Robyn A Sharples
- a Department of Biochemistry and Molecular Biology , Bio21 Molecular Science and Biotechnology Institute, University of Melbourne , Melbourne , VIC , Australia
| | - Lesley Cheng
- b Department of Biochemistry and Genetics , La Trobe Institute for Molecular Science, La Trobe University , VIC , Australia
| | - Andrew F Hill
- b Department of Biochemistry and Genetics , La Trobe Institute for Molecular Science, La Trobe University , VIC , Australia
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35
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Zhang N, He L, Feng H, Kong Y, Wang J, Zhang J. RETRACTED ARTICLE: Complex Effect of RNA Spliceosome Inhibition on Amyloid Precursor Protein Expression. Neurochem Res 2016; 41:3417. [DOI: 10.1007/s11064-016-1993-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2016] [Revised: 06/17/2016] [Accepted: 06/23/2016] [Indexed: 11/24/2022]
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36
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Abstract
Examples of associations between human disease and defects in pre-messenger RNA splicing/alternative splicing are accumulating. Although many alterations are caused by mutations in splicing signals or regulatory sequence elements, recent studies have noted the disruptive impact of mutated generic spliceosome components and splicing regulatory proteins. This review highlights recent progress in our understanding of how the altered splicing function of RNA-binding proteins contributes to myelodysplastic syndromes, cancer, and neuropathologies.
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Affiliation(s)
- Benoit Chabot
- Centre of Excellence in RNA Biology, Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Québec J1E 4K8, Canada
| | - Lulzim Shkreta
- Centre of Excellence in RNA Biology, Department of Microbiology and Infectious Diseases, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, Québec J1E 4K8, Canada
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37
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Castrillo JI, Oliver SG. Alzheimer's as a Systems-Level Disease Involving the Interplay of Multiple Cellular Networks. Methods Mol Biol 2016; 1303:3-48. [PMID: 26235058 DOI: 10.1007/978-1-4939-2627-5_1] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Alzheimer's disease (AD), and many neurodegenerative disorders, are multifactorial in nature. They involve a combination of genomic, epigenomic, interactomic and environmental factors. Progress is being made, and these complex diseases are beginning to be understood as having their origin in altered states of biological networks at the cellular level. In the case of AD, genomic susceptibility and mechanisms leading to (or accompanying) the impairment of the central Amyloid Precursor Protein (APP) processing and tau networks are widely accepted as major contributors to the diseased state. The derangement of these networks may result in both the gain and loss of functions, increased generation of toxic species (e.g., toxic soluble oligomers and aggregates) and imbalances, whose effects can propagate to supra-cellular levels. Although well sustained by empirical data and widely accepted, this global perspective often overlooks the essential roles played by the main counteracting homeostatic networks (e.g., protein quality control/proteostasis, unfolded protein response, protein folding chaperone networks, disaggregases, ER-associated degradation/ubiquitin proteasome system, endolysosomal network, autophagy, and other stress-protective and clearance networks), whose relevance to AD is just beginning to be fully realized. In this chapter, an integrative perspective is presented. Alzheimer's disease is characterized to be a result of: (a) intrinsic genomic/epigenomic susceptibility and, (b) a continued dynamic interplay between the deranged networks and the central homeostatic networks of nerve cells. This interplay of networks will underlie both the onset and rate of progression of the disease in each individual. Integrative Systems Biology approaches are required to effect its elucidation. Comprehensive Systems Biology experiments at different 'omics levels in simple model organisms, engineered to recapitulate the basic features of AD may illuminate the onset and sequence of events underlying AD. Indeed, studies of models of AD in simple organisms, differentiated cells in culture and rodents are beginning to offer hope that the onset and progression of AD, if detected at an early stage, may be stopped, delayed, or even reversed, by activating or modulating networks involved in proteostasis and the clearance of toxic species. In practice, the incorporation of next-generation neuroimaging, high-throughput and computational approaches are opening the way towards early diagnosis well before irreversible cell death. Thus, the presence or co-occurrence of: (a) accumulation of toxic Aβ oligomers and tau species; (b) altered splicing and transcriptome patterns; (c) impaired redox, proteostatic, and metabolic networks together with, (d) compromised homeostatic capacities may constitute relevant 'AD hallmarks at the cellular level' towards reliable and early diagnosis. From here, preventive lifestyle changes and tailored therapies may be investigated, such as combined strategies aimed at both lowering the production of toxic species and potentiating homeostatic responses, in order to prevent or delay the onset, and arrest, alleviate, or even reverse the progression of the disease.
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Affiliation(s)
- Juan I Castrillo
- Department of Biochemistry & Cambridge Systems Biology Centre, University of Cambridge, Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK,
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38
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Abstract
Electron microscopy has enlarged the visual horizons of the morphological alterations in Alzheimer's disease (AD). Study of the mitochondria and Golgi apparatus in early cases of AD revealed the principal role that these important organelles play in the drama of pathogenic dialog of AD, substantially affecting energy production and supply, and protein trafficking in neurons and glia. In addition, study of the morphological alterations of the dendritic arbor, dendritic spines and neuronal synapses, which are associated with mitochondrial damage, may reasonably interpret the clinical phenomena of the irreversible decline of the mental faculties and an individual's personality changes. Electron microscopy also reveals the involvement of microvascular alterations in the etiopathogenic background of AD.
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39
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Ren RJ, Dammer EB, Wang G, Seyfried NT, Levey AI. Proteomics of protein post-translational modifications implicated in neurodegeneration. Transl Neurodegener 2014; 3:23. [PMID: 25671099 PMCID: PMC4323146 DOI: 10.1186/2047-9158-3-23] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 10/21/2014] [Indexed: 11/18/2022] Open
Abstract
Mass spectrometry (MS)-based proteomics has developed into a battery of approaches that is exceedingly adept at identifying with high mass accuracy and precision any of the following: oxidative damage to proteins (redox proteomics), phosphorylation (phosphoproteomics), ubiquitination (diglycine remnant proteomics), protein fragmentation (degradomics), and other posttranslational modifications (PTMs). Many studies have linked these PTMs to pathogenic mechanisms of neurodegeneration. To date, identifying PTMs on specific pathology-associated proteins has proven to be a valuable step in the evaluation of functional alteration of proteins and also elucidates biochemical and structural explanations for possible pathophysiological mechanisms of neurodegenerative diseases. This review provides an overview of methods applicable to the identification and quantification of PTMs on proteins and enumerates historic, recent, and potential future research endeavours in the field of proteomics furthering the understanding of PTM roles in the pathogenesis of neurodegeneration.
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Affiliation(s)
- Ru-Jing Ren
- />Department of Neurology,Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Eric B Dammer
- />Department of Biochemistry, Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Gang Wang
- />Department of Pharmacology, Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Nicholas T Seyfried
- />Department of Neurology,Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
- />Department of Biochemistry, Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
- />Emory Proteomics Service Center, Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
| | - Allan I Levey
- />Department of Neurology,Center for Neurodegenerative Diseases, Emory University School of Medicine, Atlanta, GA 30322 USA
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