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Wu Y, Chen D, Luo Y, Wang J, Gong H, Li J, Jiang L. Expression and clinical significance of SYNE3 in non-small cell lung cancer. Am J Transl Res 2024; 16:4436-4449. [PMID: 39398556 PMCID: PMC11470357 DOI: 10.62347/zhbp7145] [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: 04/08/2024] [Accepted: 07/08/2024] [Indexed: 10/15/2024]
Abstract
OBJECTIVE To detect the expression of Spectrin Repeat Containing Nuclear Envelope Family Member 3 (SYNE3) and Cluster of Differentiation 34 (CD34) in non-small cell lung cancer (NSCLC). It also aimed to explore the relationship between SYNE3 and NSCLC angiogenesis and clinicopathologic features to identify new biomarkers for NSCLC. METHODS Forty-five NSCLC stage IA-IVB tissue specimens from patients diagnosed at Bazhong Central Hospital were collected from January to September 2022, along with 45 para-cancerous normal lung tissues as controls. None of the NSCLC patients had received anti-tumor therapies, including radiotherapy, chemotherapy, targeted therapy, immunotherapy, or traditional Chinese medicine. All specimens were stained for SYNE3 and CD34 using the Streptavidin-Peroxidase (SP) method. The expression levels of SYNE3 and CD34 in NSCLC tissues and para-cancerous tissues were detected, and a correlation analysis between SYNE3 and clinicopathological features was performed. The number of CD34-labeled microvessels was counted using the Microvessel density (MVD) method. The relationship between SYNE3 and NSCLC angiogenesis was examined through the correlation between CD34-MVD and NSCLC clinicopathologic features. RESULTS The expression of SYNE3 in NSCLC was significantly lower than that in para-cancerous normal lung tissues, while the expression of CD34 in NSCLC was significantly higher than in para-cancerous normal lung tissues (P=0.037). SYNE3 expression in NSCLC was negatively correlated with tumor diameter and was lower in male patients with a smoking history compared to female patients without a smoking history. CD34 expression was positively correlated with Tumor, Node, Metastasis staging and lymph node metastasis. There was a significant correlation between the expression of SYNE3 and CD34 in NSCLC (r=0.450, P=0.000). CONCLUSION SYNE3 was lowly expressed and negatively correlated with tumor size in NSCLC, whereas CD34 was highly expressed and positively correlated with TNM stage and lymph node metastasis. The significant correlation between the expressions of SYNE3 and CD34 suggests that SYNE3 may play a key role in NSCLC angiogenesis and progression.
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Affiliation(s)
- Yunxi Wu
- Department of Respiratory and Critical Care Medicine, Bazhong Central HospitalBazhong 636000, Sichuan, China
| | - Dehe Chen
- Department of Respiratory and Critical Care Medicine, Bazhong Central HospitalBazhong 636000, Sichuan, China
| | - Yu Luo
- Department of Respiratory and Critical Care Medicine, Bazhong Central HospitalBazhong 636000, Sichuan, China
| | - Jun Wang
- Department of Respiratory and Critical Care Medicine, Bazhong Central HospitalBazhong 636000, Sichuan, China
| | - Haiying Gong
- Department of Respiratory and Critical Care Medicine, Guang’an Central HospitalGuang’an 638500, Sichuan, China
| | - Junhua Li
- Department of Respiratory and Critical Care Medicine, Bazhong Central HospitalBazhong 636000, Sichuan, China
| | - Li Jiang
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of North Sichuan Medical CollegeNanchong 637000, Sichuan, China
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2
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Bedwell L, Mavrotas M, Demchenko N, Yaa RM, Willis B, Demianova Z, Syed N, Whitwell HJ, Nott A. FANS Unfixed: Isolation and Proteomic Analysis of Mouse Cell Type-Specific Brain Nuclei. J Proteome Res 2024; 23:3847-3857. [PMID: 39056441 PMCID: PMC11385383 DOI: 10.1021/acs.jproteome.4c00161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/28/2024]
Abstract
Epigenetic-mediated gene regulation orchestrates brain cell-type gene expression programs, and epigenetic dysregulation is a major driver of aging and disease-associated changes. Proteins that mediate gene regulation are mostly localized to the nucleus; however, nuclear-localized proteins are often underrepresented in gene expression studies and have been understudied in the context of the brain. To address this challenge, we have optimized an approach for nuclei isolation that is compatible with proteomic analysis. This was coupled to a mass spectrometry protocol for detecting proteins in low-concentration samples. We have generated nuclear proteomes for neurons, microglia, and oligodendrocytes from the mouse brain cortex and identified cell-type nuclear proteins associated with chromatin structure and organization, chromatin modifiers such as transcription factors, and RNA-binding proteins, among others. Our nuclear proteomics platform paves the way for assessing brain cell type changes in the nuclear proteome across health and disease, such as neurodevelopmental, aging, neurodegenerative, and neuroinflammatory conditions. Data are available via ProteomeXchange with the identifier PXD053515.
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Affiliation(s)
- Lucy Bedwell
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- UK Dementia Research Institute, Imperial College London, London W12 0NN, U.K
| | - Myrto Mavrotas
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
| | - Nikita Demchenko
- MRC Laboratory of Medical Sciences, Du Cane Road, London W12 0NN, U.K
| | - Reuben M Yaa
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- UK Dementia Research Institute, Imperial College London, London W12 0NN, U.K
| | - Brittannie Willis
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- Department of Metabolism, Digestion, and Reproduction, Imperial College London, London W12 0NN, U.K
| | | | - Nelofer Syed
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
| | - Harry J Whitwell
- Department of Metabolism, Digestion, and Reproduction, Imperial College London, London W12 0NN, U.K
| | - Alexi Nott
- Department of Brain Sciences, Imperial College London, London W12 0NN, U.K
- UK Dementia Research Institute, Imperial College London, London W12 0NN, U.K
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3
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Fote GM, Eapen VV, Lim RG, Yu C, Salazar L, McClure NR, McKnight J, Nguyen TB, Heath MC, Lau AL, Villamil MA, Miramontes R, Kratter IH, Finkbeiner S, Reidling JC, Paulo JA, Kaiser P, Huang L, Housman DE, Thompson LM, Steffan JS. Huntingtin contains an ubiquitin-binding domain and regulates lysosomal targeting of mitochondrial and RNA-binding proteins. Proc Natl Acad Sci U S A 2024; 121:e2319091121. [PMID: 39074279 PMCID: PMC11317567 DOI: 10.1073/pnas.2319091121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 06/20/2024] [Indexed: 07/31/2024] Open
Abstract
Understanding the normal function of the Huntingtin (HTT) protein is of significance in the design and implementation of therapeutic strategies for Huntington's disease (HD). Expansion of the CAG repeat in the HTT gene, encoding an expanded polyglutamine (polyQ) repeat within the HTT protein, causes HD and may compromise HTT's normal activity contributing to HD pathology. Here, we investigated the previously defined role of HTT in autophagy specifically through studying HTT's association with ubiquitin. We find that HTT interacts directly with ubiquitin in vitro. Tandem affinity purification was used to identify ubiquitinated and ubiquitin-associated proteins that copurify with a HTT N-terminal fragment under basal conditions. Copurification is enhanced by HTT polyQ expansion and reduced by mimicking HTT serine 421 phosphorylation. The identified HTT-interacting proteins include RNA-binding proteins (RBPs) involved in mRNA translation, proteins enriched in stress granules, the nuclear proteome, the defective ribosomal products (DRiPs) proteome and the brain-derived autophagosomal proteome. To determine whether the proteins interacting with HTT are autophagic targets, HTT knockout (KO) cells and immunoprecipitation of lysosomes were used to investigate autophagy in the absence of HTT. HTT KO was associated with reduced abundance of mitochondrial proteins in the lysosome, indicating a potential compromise in basal mitophagy, and increased lysosomal abundance of RBPs which may result from compensatory up-regulation of starvation-induced macroautophagy. We suggest HTT is critical for appropriate basal clearance of mitochondrial proteins and RBPs, hence reduced HTT proteostatic function with mutation may contribute to the neuropathology of HD.
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Affiliation(s)
- Gianna M. Fote
- Department of Biological Chemistry, UC Irvine School of Medicine, Irvine, CA92697
- Department of Neurological Surgery, UC Irvine School of Medicine, Orange, CA92868
| | - Vinay V. Eapen
- Department of Cell Biology, Harvard Medical School, Boston, MA02115
- Casma Therapeutics, Cambridge, MA02139
| | - Ryan G. Lim
- The University of California Irvine Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA92697
| | - Clinton Yu
- Department of Physiology and Biophysics, University of California, Irvine, CA92697
| | - Lisa Salazar
- Department of Psychiatry and Human Behavior, UC Irvine School of Medicine, Orange, CA92868
| | - Nicolette R. McClure
- Department of Neurobiology and Behavior, University of California, Irvine, CA92697
| | - Jharrayne McKnight
- Department of Neurobiology and Behavior, University of California, Irvine, CA92697
| | - Thai B. Nguyen
- Department of Neurobiology and Behavior, University of California, Irvine, CA92697
| | - Marie C. Heath
- Department of Neurobiology and Behavior, University of California, Irvine, CA92697
| | - Alice L. Lau
- Department of Psychiatry and Human Behavior, UC Irvine School of Medicine, Orange, CA92868
| | - Mark A. Villamil
- Department of Biological Chemistry, UC Irvine School of Medicine, Irvine, CA92697
| | - Ricardo Miramontes
- Department of Psychiatry and Human Behavior, UC Irvine School of Medicine, Orange, CA92868
| | - Ian H. Kratter
- Center for Systems and Therapeutics, Gladstone Institutes, San Francisco, CA94158
- Stanford Brain Stimulation Lab, Stanford, CA94304
- Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA94304
| | - Steven Finkbeiner
- Center for Systems and Therapeutics, Gladstone Institutes, San Francisco, CA94158
- Department of Physiology, University of California, San Francisco, CA94158
- Department of Neurology, University of California, San Francisco, CA94158
| | - Jack C. Reidling
- The University of California Irvine Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA92697
| | - Joao A. Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA02115
| | - Peter Kaiser
- Department of Biological Chemistry, UC Irvine School of Medicine, Irvine, CA92697
| | - Lan Huang
- Department of Physiology and Biophysics, University of California, Irvine, CA92697
| | - David E. Housman
- Koch Institute for Integrative Cancer Research, The Massachusetts Institute of Technology, Cambridge, MA02139
| | - Leslie M. Thompson
- Department of Biological Chemistry, UC Irvine School of Medicine, Irvine, CA92697
- The University of California Irvine Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA92697
- Department of Psychiatry and Human Behavior, UC Irvine School of Medicine, Orange, CA92868
- Department of Neurobiology and Behavior, University of California, Irvine, CA92697
- Center for Epigenetics and Metabolism, University of California, Irvine School of Medicine, University of California, Irvine, CA92697
| | - Joan S. Steffan
- The University of California Irvine Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA92697
- Department of Psychiatry and Human Behavior, UC Irvine School of Medicine, Orange, CA92868
- Center for Epigenetics and Metabolism, University of California, Irvine School of Medicine, University of California, Irvine, CA92697
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4
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Loupe JM, Anderson AG, Rizzardi LF, Rodriguez-Nunez I, Moyers B, Trausch-Lowther K, Jain R, Bunney WE, Bunney BG, Cartagena P, Sequeira A, Watson SJ, Akil H, Cooper GM, Myers RM. Multiomic profiling of transcription factor binding and function in human brain. Nat Neurosci 2024; 27:1387-1399. [PMID: 38831039 DOI: 10.1038/s41593-024-01658-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 04/19/2024] [Indexed: 06/05/2024]
Abstract
Transcription factors (TFs) orchestrate gene expression programs crucial for brain function, but we lack detailed information about TF binding in human brain tissue. We generated a multiomic resource (ChIP-seq, ATAC-seq, RNA-seq, DNA methylation) on bulk tissues and sorted nuclei from several postmortem brain regions, including binding maps for more than 100 TFs. We demonstrate improved measurements of TF activity, including motif recognition and gene expression modeling, upon identification and removal of high TF occupancy regions. Further, predictive TF binding models demonstrate a bias for these high-occupancy sites. Neuronal TFs SATB2 and TBR1 bind unique regions depleted for such sites and promote neuronal gene expression. Binding sites for TFs, including TBR1 and PKNOX1, are enriched for risk variants associated with neuropsychiatric disorders, predominantly in neurons. This work, titled BrainTF, is a powerful resource for future studies seeking to understand the roles of specific TFs in regulating gene expression in the human brain.
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Affiliation(s)
- Jacob M Loupe
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | | | - Lindsay F Rizzardi
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
- Department of Biochemistry and Molecular Biology, The University of Alabama in Birmingham, Birmingham, AL, USA
| | | | - Belle Moyers
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | | | - Rashmi Jain
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA
| | - William E Bunney
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA
| | - Blynn G Bunney
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA
| | - Preston Cartagena
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA
| | - Adolfo Sequeira
- Department of Psychiatry and Human Behavior, University of California, Irvine, CA, USA
| | - Stanley J Watson
- The Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | - Huda Akil
- The Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI, USA
| | | | - Richard M Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, USA.
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5
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Khan T, Whyte JJ, Schulz LC, Roberts RM. Fluorescence-activated nuclear sorting (FANS) of nuclei from in vitro-generated syncytiotrophoblast. Placenta 2024:S0143-4004(24)00275-3. [PMID: 38944560 DOI: 10.1016/j.placenta.2024.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 06/10/2024] [Indexed: 07/01/2024]
Abstract
Large, multinucleated cells, like syncytiotrophoblasts (STB), are not readily analyzed by standard methods used for single cells, such as single-cell RNA-sequencing and fluorescence-activated cellular sorting (FACS). Here we have demonstrated that fluorescence-activated nuclear sorting (FANS) is suitable to analyze nuclei from STB. Human pluripotent stem cells (PSCs) can be differentiated into a mixed trophoblast populations comprising approximately 20 % STB by treatment with BMP4 (Bone Morphogenetic Protein-4), plus A83-01 and PD173074, inhibitors of activin and FGF2 signaling, respectively (the BAP model) in about a week. Here we demonstrate that FANS can be used to separate two types of STB nuclei from the nine different clusters of trophoblast nuclei previously identified in the BAP model by single nucleus RNA sequencing (snRNAseq). Rather than using cell surface markers, as in FACS, transcription factors in various combinations were employed to target specific nuclear types. Nuclei were isolated at d 8 of BAP differentiation of H1 human embryonic stem cells and fixed in 4 % paraformaldehyde. After permeabilization in 0.1 % triton X-100, nuclei were incubated for 3 and 1 h at 4 °C with primary and secondary antibodies respectively and nuclear samples were then subjected to FANS. By using markers identified by snRNA and immunohistochemistry, nuclei were first sorted into a Topoisomerase-1, or TOP1, bright population and then into the two STB subpopulations by using antibodies to JUNB (Jun B Proto-Oncogene) and TFCP2L1 (Transcription Factor CP2 Like 1). The protocol established here is simple, straightforward, and efficient and can be used on a relatively large scale to sort individual subtypes of nuclei from mixed populations of trophoblasts for further analysis.
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Affiliation(s)
- Teka Khan
- Department of Obstetrics, Gynecology, and Women's Health, School of Medicine, University of Missouri, Columbia, MO, United States; Division of Animal Sciences, University of Missouri, Columbia, MO, United States
| | - Jeffrey J Whyte
- Laboratory for Infectious Disease Research (LIDR), Division of Research, Innovation and Impact, University of Missouri, Columbia, MO, United States
| | - Laura C Schulz
- Department of Obstetrics, Gynecology, and Women's Health, School of Medicine, University of Missouri, Columbia, MO, United States
| | - R Michael Roberts
- Division of Animal Sciences, University of Missouri, Columbia, MO, United States.
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6
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Stuer N, Van Damme P, Goormachtig S, Van Dingenen J. Seeking the interspecies crosswalk for filamentous microbe effectors. TRENDS IN PLANT SCIENCE 2023; 28:1045-1059. [PMID: 37062674 DOI: 10.1016/j.tplants.2023.03.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 03/02/2023] [Accepted: 03/18/2023] [Indexed: 06/19/2023]
Abstract
Both pathogenic and symbiotic microorganisms modulate the immune response and physiology of their host to establish a suitable niche. Key players in mediating colonization outcome are microbial effector proteins that act either inside (cytoplasmic) or outside (apoplastic) the plant cells and modify the abundance or activity of host macromolecules. We compile novel insights into the much-disputed processes of effector secretion and translocation of filamentous organisms, namely fungi and oomycetes. We report how recent studies that focus on unconventional secretion and effector structure challenge the long-standing image of effectors as conventionally secreted proteins that are translocated with the aid of primary amino acid sequence motifs. Furthermore, we emphasize the potential of diverse, unbiased, state-of-the-art proteomics approaches in the holistic characterization of fungal and oomycete effectomes.
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Affiliation(s)
- Naomi Stuer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium; Center for Plant Systems Biology, Vlaams Instituut voor Biotechnologie (VIB), 9052 Ghent, Belgium
| | - Petra Van Damme
- iRIP Unit, Laboratory of Microbiology, Department of Biochemistry and Microbiology, Ghent University, Karel Lodewijk Ledeganckstraat 35, 9000 Ghent, Belgium
| | - Sofie Goormachtig
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium; Center for Plant Systems Biology, Vlaams Instituut voor Biotechnologie (VIB), 9052 Ghent, Belgium.
| | - Judith Van Dingenen
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium; Center for Plant Systems Biology, Vlaams Instituut voor Biotechnologie (VIB), 9052 Ghent, Belgium.
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7
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Ryu T, Kim SY, Thuraisamy T, Jang Y, Na CH. Development of an in situ cell-type specific proteome analysis method using antibody-mediated biotinylation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.13.544682. [PMID: 37398286 PMCID: PMC10312661 DOI: 10.1101/2023.06.13.544682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Since proteins are essential molecules exerting cellular functions, decoding proteome changes is the key to understanding the normal physiology and pathogenesis mechanism of various diseases. However, conventional proteomic studies are often conducted on tissue lumps, in which multiple cell types are entangled, presenting challenges in interpreting the biological dynamics among diverse cell types. While recent cell-specific proteome analysis techniques, like BONCAT, TurboID, and APEX, have emerged, their necessity for genetic modifications limits their usage. The alternative, laser capture microdissection (LCM), although it does not require genetic alterations, is labor-intensive, time-consuming, and requires specialized expertise, making it less suitable for large-scale studies. In this study, we develop the method for in situ cell-type specific proteome analysis using antibody-mediated biotinylation (iCAB), in which we combined immunohistochemistry (IHC) with the biotin-tyramide signal amplification approach. Poly-horseradish peroxidase (HRP) conjugated to the secondary antibody will be localized at a target cell type via a primary antibody specific to the target cell type and biotin-tyramide activated by HRP will biotinylate the nearby proteins. Therefore, the iCAB method can be applied to any tissues that can be used for IHC. As a proof-of-concept, we employed iCAB for mouse brain tissue enriching proteins for neuronal cell bodies, astrocytes, and microglia, followed by identifying the enriched proteins using 16-plex TMT-based proteomics. In total, we identified ~8,400 and ~6,200 proteins from enriched and non-enriched samples. Most proteins from the enriched samples showed differential expressions when we compared different cell type data, while there were no differentially expressed proteins from non-enriched samples. The cell type enrichment analysis with the increased proteins in respective cell types using Azimuth showed that neuronal cell bodies, astrocytes, and microglia data exhibited Glutamatergic Neuron, Astrocyte and Microglia/Perivascular Macrophage as the representative cell types, respectively. The proteome data of the enriched proteins showed similar subcellular distribution as non-enriched proteins, indicating that the iCAB-proteome is not biased toward any subcellular compartment. To our best knowledge, this study represents the first implementation of a cell-type-specific proteome analysis method using an antibody-mediated biotinylation approach. This development paves the way for the routine and widespread use of cell-type-specific proteome analysis. Ultimately, this could accelerate our understanding of biological and pathological phenomena.
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Affiliation(s)
- Taekyung Ryu
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Seok-Young Kim
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Thujitha Thuraisamy
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Yura Jang
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Chan Hyun Na
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Neuroregeneration and Stem Cell Programs, Institute for Cell Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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8
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Wiseman JA, Dragunow M, I-H Park T. Cell Type-Specific Nuclei Markers: The Need for Human Brain Research to Go Nuclear. Neuroscientist 2023; 29:41-61. [PMID: 34459315 DOI: 10.1177/10738584211037351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Identifying and interrogating cell type-specific populations within the heterogeneous milieu of the human brain is paramount to resolving the processes of normal brain homeostasis and the pathogenesis of neurological disorders. While brain cell type-specific markers are well established, most are localized on cellular membranes or within the cytoplasm, with limited literature describing those found in the nucleus. Due to the complex cytoarchitecture of the human brain, immunohistochemical studies require well-defined cell-specific nuclear markers for more precise and efficient quantification of the cellular populations. Furthermore, efficient nuclear markers are required for cell type-specific purification and transcriptomic interrogation of archived human brain tissue through nuclei isolation-based RNA sequencing. To sate the growing demand for robust cell type-specific nuclear markers, we thought it prudent to comprehensively review the current literature to identify and consolidate a novel series of robust cell type-specific nuclear markers that can assist researchers across a range of neuroscientific disciplines. The following review article collates and discusses several key and prospective cell type-specific nuclei markers for each of the major human brain cell types; it then concludes by discussing the potential applications of cell type-specific nuclear workflows and the power of nuclear-based neuroscientific research.
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Affiliation(s)
- James A Wiseman
- Department of Pharmacology, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Department of Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Mike Dragunow
- Department of Pharmacology, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Neurosurgical Research Unit, The Centre for Brain Research, University of Auckland, Auckland, New Zealand.,Hugh Green Biobank, The Centre for Brain Research, University of Auckland, Auckland, New Zealand
| | - Thomas I-H Park
- Department of Pharmacology, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand.,Department of Anatomy and Medical Imaging, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
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9
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Wee AS, Nhu TD, Khaw KY, San Tang K, Yeong KY. Linking Diabetes to Alzheimer's Disease: Potential Roles of Glucose Metabolism and Alpha-Glucosidase. Curr Neuropharmacol 2023; 21:2036-2048. [PMID: 36372924 PMCID: PMC10556372 DOI: 10.2174/1570159x21999221111102343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 05/31/2022] [Accepted: 07/18/2022] [Indexed: 11/13/2022] Open
Abstract
Alzheimer's disease (AD) and type 2 diabetes mellitus (DM) are more prevalent with ageing and cause a substantial global socio-economic burden. The biology of these two conditions is well elaborated, but whether AD and type 2 DM arise from coincidental roots in ageing or are linked by pathophysiological mechanisms remains unclear. Research findings involving animal models have identified mechanisms shared by both AD and type 2 DM. Deposition of β-amyloid peptides and formation of intracellular neurofibrillary tangles are pathological hallmarks of AD. Type 2 DM, on the other hand, is a metabolic disorder characterised by hyperglycaemia and insulin resistance. Several studies show that improving type 2 DM can delay or prevent the development of AD, and hence, prevention and control of type 2 DM may reduce the risk of AD later in life. Alpha-glucosidase is an enzyme that is commonly associated with hyperglycaemia in type 2 DM. However, it is uncertain if this enzyme may play a role in the progression of AD. This review explores the experimental evidence that depicts the relationship between dysregulation of glucose metabolism and AD. We also delineate the links between alpha-glucosidase and AD and the potential role of alpha-glucosidase inhibitors in treating AD.
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Affiliation(s)
- Ai Sze Wee
- School of Pharmacy, Monash University Malaysia, Bandar Sunway, 47500, Selangor, Malaysia
- Faculty of Medicine, SEGi University, Kota Damansara, 47810 Selangor, Malaysia
| | - Thao Dinh Nhu
- Faculty of Pharmacy and Pharmaceutical Sciences, Monash University, 381 Royal Parade, Parkville, VIC 3052, Australia
| | - Kooi Yeong Khaw
- School of Pharmacy, Monash University Malaysia, Bandar Sunway, 47500, Selangor, Malaysia
| | - Kim San Tang
- School of Pharmacy, Monash University Malaysia, Bandar Sunway, 47500, Selangor, Malaysia
| | - Keng Yoon Yeong
- School of Science, Monash University Malaysia, Bandar Sunway, 47500 , Selangor, Malaysia
- Tropical Medicine and Biology (TMB) Multidisciplinary Platform, Monash University Malaysia, Bandar Sunway 47500 Selangor, Malaysia
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Abstract
The single-cell revolution in the field of genomics is in full bloom, with clever new molecular biology tricks appearing regularly that allow researchers to explore new modalities or scale up their projects to millions of cells and beyond. Techniques abound to measure RNA expression, DNA alterations, protein abundance, chromatin accessibility, and more, all with single-cell resolution and often in combination. Despite such a rapidly changing technology landscape, there are several fundamental principles that are applicable to the majority of experimental workflows to help users avoid pitfalls and exploit the advantages of the chosen platform. In this overview article, we describe a variety of popular single-cell genomics technologies and address some common questions pertaining to study design, sample preparation, quality control, and sequencing strategy. As the majority of relevant publications currently revolve around single-cell RNA-seq, we will prioritize this genomics modality in our discussion. © 2022 Wiley Periodicals LLC.
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Affiliation(s)
- Claire Regan
- Cold Spring Harbor Laboratory, Cold Spring Harbor, New York
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11
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Nelson RS, Dammer EB, Santiago JV, Seyfried NT, Rangaraju S. Brain Cell Type-Specific Nuclear Proteomics Is Imperative to Resolve Neurodegenerative Disease Mechanisms. Front Neurosci 2022; 16:902146. [PMID: 35784845 PMCID: PMC9243337 DOI: 10.3389/fnins.2022.902146] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 05/30/2022] [Indexed: 01/19/2023] Open
Abstract
Neurodegenerative diseases (NDs) involve complex cellular mechanisms that are incompletely understood. Emerging findings have revealed that disruption of nuclear processes play key roles in ND pathogenesis. The nucleus is a nexus for gene regulation and cellular processes that together, may underlie pathomechanisms of NDs. Furthermore, many genetic risk factors for NDs encode proteins that are either present in the nucleus or are involved in nuclear processes (for example, RNA binding proteins, epigenetic regulators, or nuclear-cytoplasmic transport proteins). While recent advances in nuclear transcriptomics have been significant, studies of the nuclear proteome in brain have been relatively limited. We propose that a comprehensive analysis of nuclear proteomic alterations of various brain cell types in NDs may provide novel biological and therapeutic insights. This may be feasible because emerging technical advances allow isolation and investigation of intact nuclei from post-mortem frozen human brain tissue with cell type-specific and single-cell resolution. Accordingly, nuclei of various brain cell types harbor unique protein markers which can be used to isolate cell-type specific nuclei followed by down-stream proteomics by mass spectrometry. Here we review the literature providing a rationale for investigating proteomic changes occurring in nuclei in NDs and then highlight the potential for brain cell type-specific nuclear proteomics to enhance our understanding of distinct cellular mechanisms that drive ND pathogenesis.
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Affiliation(s)
- Ruth S. Nelson
- Department of Neurology, Emory University, Atlanta, GA, United States
| | - Eric B. Dammer
- Department of Biochemistry, Emory University, Atlanta, GA, United States
| | | | | | - Srikant Rangaraju
- Department of Neurology, Emory University, Atlanta, GA, United States,*Correspondence: Srikant Rangaraju
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12
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Chung H, Parkhurst CN, Magee EM, Phillips D, Habibi E, Chen F, Yeung BZ, Waldman J, Artis D, Regev A. Joint single-cell measurements of nuclear proteins and RNA in vivo. Nat Methods 2021; 18:1204-1212. [PMID: 34608310 PMCID: PMC8532076 DOI: 10.1038/s41592-021-01278-1] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 08/19/2021] [Indexed: 02/08/2023]
Abstract
Identifying gene-regulatory targets of nuclear proteins in tissues is a challenge. Here we describe intranuclear cellular indexing of transcriptomes and epitopes (inCITE-seq), a scalable method that measures multiplexed intranuclear protein levels and the transcriptome in parallel across thousands of nuclei, enabling joint analysis of transcription factor (TF) levels and gene expression in vivo. We apply inCITE-seq to characterize cell state-related changes upon pharmacological induction of neuronal activity in the mouse brain. Modeling gene expression as a linear combination of quantitative protein levels revealed genome-wide associations of each TF and recovered known gene targets. TF-associated genes were coexpressed as distinct modules that each reflected positive or negative TF levels, showing that our approach can disentangle relative putative contributions of TFs to gene expression and add interpretability to inferred gene networks. inCITE-seq can illuminate how combinations of nuclear proteins shape gene expression in native tissue contexts, with direct applications to solid or frozen tissues and clinical specimens.
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Affiliation(s)
- Hattie Chung
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
| | - Christopher N Parkhurst
- Jill Roberts Institute for Research in Inflammatory Bowel Disease, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Emma M Magee
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Devan Phillips
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Genentech, South San Francisco, CA, USA
| | - Ehsan Habibi
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Fei Chen
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, USA
| | | | - Julia Waldman
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - David Artis
- Jill Roberts Institute for Research in Inflammatory Bowel Disease, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Friedman Center for Nutrition and Inflammation, Joan and Sanford I. Weill Department of Medicine, Department of Microbiology and Immunology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Aviv Regev
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA.
- Howard Hughes Medical Institute, Department of Biology, Massachusetts Institute of Technology, Cambridge, MA, USA.
- Genentech, South San Francisco, CA, USA.
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13
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Behrends M, Engmann O. Loop Interrupted: Dysfunctional Chromatin Relations in Neurological Diseases. Front Genet 2021; 12:732033. [PMID: 34422024 PMCID: PMC8376151 DOI: 10.3389/fgene.2021.732033] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 07/20/2021] [Indexed: 12/19/2022] Open
Abstract
The majority of genetic variants for psychiatric disorders have been found within non-coding genomic regions. Physical interactions of gene promoters with distant regulatory elements carrying risk alleles may explain how the latter affect gene expression. Recently, whole genome maps of long-range chromosomal contacts from human postmortem brains have been integrated with gene sequence and chromatin accessibility data to decipher disease-specific alterations in chromatin architecture. Cell culture and rodent models provide a causal link between chromatin conformation, long-range chromosomal contacts, gene expression, and disease phenotype. Here, we give an overview of the techniques used to study chromatin contacts and their limitations in brain research. We present evidence for three-dimensional genome changes in physiological brain function and assess how its disturbance contributes to psychiatric disorders. Lastly, we discuss remaining questions and future research directions with a focus on clinical applications.
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Affiliation(s)
- Marthe Behrends
- Faculty of Medicine, Friedrich Schiller Universität, Jena, Thüringen, Germany
| | - Olivia Engmann
- Jena University Hospital, Institute for Human Genetics, Thüringen, Germany
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14
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Genotype-dependent epigenetic regulation of DLGAP2 in alcohol use and dependence. Mol Psychiatry 2021; 26:4367-4382. [PMID: 31745236 DOI: 10.1038/s41380-019-0588-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2019] [Revised: 10/22/2019] [Accepted: 10/30/2019] [Indexed: 12/13/2022]
Abstract
Alcohol misuse is a major public health problem originating from genetic and environmental risk factors. Alterations in the brain epigenome may orchestrate changes in gene expression that lead to alcohol misuse and dependence. Through epigenome-wide association analysis of DNA methylation from human brain tissues, we identified a differentially methylated region, DMR-DLGAP2, associated with alcohol dependence. Methylation within DMR-DLGAP2 was found to be genotype-dependent, allele-specific and associated with reward processing in brain. Methylation at the DMR-DLGAP2 regulated expression of DLGAP2 in vitro, and Dlgap2-deficient mice showed reduced alcohol consumption compared with wild-type controls. These results suggest that DLGAP2 may be an interface for genetic and epigenetic factors controlling alcohol use and dependence.
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15
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Thibault PA, Ganesan A, Kalyaanamoorthy S, Clarke JPWE, Salapa HE, Levin MC. hnRNP A/B Proteins: An Encyclopedic Assessment of Their Roles in Homeostasis and Disease. BIOLOGY 2021; 10:biology10080712. [PMID: 34439945 PMCID: PMC8389229 DOI: 10.3390/biology10080712] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 07/16/2021] [Accepted: 07/21/2021] [Indexed: 12/13/2022]
Abstract
The hnRNP A/B family of proteins is canonically central to cellular RNA metabolism, but due to their highly conserved nature, the functional differences between hnRNP A1, A2/B1, A0, and A3 are often overlooked. In this review, we explore and identify the shared and disparate homeostatic and disease-related functions of the hnRNP A/B family proteins, highlighting areas where the proteins have not been clearly differentiated. Herein, we provide a comprehensive assembly of the literature on these proteins. We find that there are critical gaps in our grasp of A/B proteins' alternative splice isoforms, structures, regulation, and tissue and cell-type-specific functions, and propose that future mechanistic research integrating multiple A/B proteins will significantly improve our understanding of how this essential protein family contributes to cell homeostasis and disease.
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Affiliation(s)
- Patricia A. Thibault
- Office of the Saskatchewan Multiple Sclerosis Clinical Research Chair, University of Saskatchewan, Saskatoon, SK S7K 0M7, Canada; (P.A.T.); (J.-P.W.E.C.); (H.E.S.)
- Department of Medicine, Neurology Division, University of Saskatchewan, Saskatoon, SK S7N 0X8, Canada
| | - Aravindhan Ganesan
- ArGan’s Lab, School of Pharmacy, Faculty of Science, University of Waterloo, Waterloo, ON N2L 3G1, Canada;
| | - Subha Kalyaanamoorthy
- Department of Chemistry, Faculty of Science, University of Waterloo, Waterloo, ON N2L 3G1, Canada;
| | - Joseph-Patrick W. E. Clarke
- Office of the Saskatchewan Multiple Sclerosis Clinical Research Chair, University of Saskatchewan, Saskatoon, SK S7K 0M7, Canada; (P.A.T.); (J.-P.W.E.C.); (H.E.S.)
- Department of Health Sciences, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
- Department of Anatomy, Physiology and Pharmacology, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
| | - Hannah E. Salapa
- Office of the Saskatchewan Multiple Sclerosis Clinical Research Chair, University of Saskatchewan, Saskatoon, SK S7K 0M7, Canada; (P.A.T.); (J.-P.W.E.C.); (H.E.S.)
- Department of Medicine, Neurology Division, University of Saskatchewan, Saskatoon, SK S7N 0X8, Canada
| | - Michael C. Levin
- Office of the Saskatchewan Multiple Sclerosis Clinical Research Chair, University of Saskatchewan, Saskatoon, SK S7K 0M7, Canada; (P.A.T.); (J.-P.W.E.C.); (H.E.S.)
- Department of Medicine, Neurology Division, University of Saskatchewan, Saskatoon, SK S7N 0X8, Canada
- Department of Health Sciences, College of Medicine, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
- Department of Anatomy, Physiology and Pharmacology, University of Saskatchewan, Saskatoon, SK S7N 5E5, Canada
- Correspondence:
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Matos B, Publicover SJ, Castro LFC, Esteves PJ, Fardilha M. Brain and testis: more alike than previously thought? Open Biol 2021; 11:200322. [PMID: 34062096 PMCID: PMC8169208 DOI: 10.1098/rsob.200322] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Several strands of evidence indicate the presence of marked similarities between human brain and testis. Understanding these similarities and their implications has become a topic of interest among the scientific community. Indeed, an association of intelligence with some semen quality parameters has been reported and a relation between dysfunctions of the human brain and testis has also been evident. Numerous common molecular features are evident when these tissues are compared, which is reflected in the huge number of common proteins. At the functional level, human neurons and sperm share a number of characteristics, including the importance of the exocytotic process and the presence of similar receptors and signalling pathways. The common proteins are mainly involved in exocytosis, tissue development and neuron/brain-associated biological processes. With this analysis, we conclude that human brain and testis share several biochemical characteristics which, in addition to their involvement in the speciation process, could, at least in part, be responsible for the expression of a huge number of common proteins. Nonetheless, this is an underexplored topic, and the connection between these tissues needs to be clarified, which could help to understand the dysfunctions affecting brain and testis, as well as to develop improved therapeutic strategies.
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Affiliation(s)
- Bárbara Matos
- Laboratory of Signal Transduction, Department of Medical Sciences, Institute of Biomedicine-iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
| | - Stephen J Publicover
- School of Biosciences, The University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
| | - Luis Filipe C Castro
- CIIMAR/CIMAR-Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Porto, Portugal.,Department of Biology, FCUP-Faculty of Sciences, University of Porto, Porto, Portugal
| | - Pedro J Esteves
- Department of Biology, FCUP-Faculty of Sciences, University of Porto, Porto, Portugal.,CIBIO-InBIO, Research Centre in Biodiversity and Genetic Resources, Campus Agrico de Vairão, University of Porto, 4485-661 Vairão, Portugal
| | - Margarida Fardilha
- Laboratory of Signal Transduction, Department of Medical Sciences, Institute of Biomedicine-iBiMED, University of Aveiro, 3810-193 Aveiro, Portugal
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17
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INTACT vs. FANS for Cell-Type-Specific Nuclei Sorting: A Comprehensive Qualitative and Quantitative Comparison. Int J Mol Sci 2021; 22:ijms22105335. [PMID: 34069481 PMCID: PMC8159132 DOI: 10.3390/ijms22105335] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 05/11/2021] [Accepted: 05/14/2021] [Indexed: 12/15/2022] Open
Abstract
Increasing numbers of studies seek to characterize the different cellular sub-populations present in mammalian tissues. The techniques “Isolation of Nuclei Tagged in Specific Cell Types” (INTACT) or “Fluorescence-Activated Nuclei Sorting” (FANS) are frequently used for isolating nuclei of specific cellular subtypes. These nuclei are then used for molecular characterization of the cellular sub-populations. Despite the increasing popularity of both techniques, little is known about their isolation efficiency, advantages, and disadvantages or downstream molecular effects. In our study, we compared the physical and molecular attributes of sfGFP+ nuclei isolated by the two methods—INTACT and FANS—from the neocortices of Arc-CreERT2 × CAG-Sun1/sfGFP animals. We identified differences in efficiency of sfGFP+ nuclei isolation, nuclear size as well as transcriptional (RNA-seq) and chromatin accessibility (ATAC-seq) states. Therefore, our study presents a comprehensive comparison between the two widely used nuclei sorting techniques, identifying the advantages and disadvantages for both INTACT and FANS. Our conclusions are summarized in a table to guide researchers in selecting the most suitable methodology for their individual experimental design.
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18
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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: 72] [Impact Index Per Article: 24.0] [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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19
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McClatchy DB, Martínez-Bartolomé S, Gao Y, Lavallée-Adam M, Yates JR. Quantitative analysis of global protein stability rates in tissues. Sci Rep 2020; 10:15983. [PMID: 32994440 PMCID: PMC7524747 DOI: 10.1038/s41598-020-72410-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Accepted: 08/28/2020] [Indexed: 02/06/2023] Open
Abstract
Protein degradation is an essential mechanism for maintaining proteostasis in response to internal and external perturbations. Disruption of this process is implicated in many human diseases. We present a new technique, QUAD (Quantification of Azidohomoalanine Degradation), to analyze the global degradation rates in tissues using a non-canonical amino acid and mass spectrometry. QUAD analysis reveals that protein stability varied within tissues, but discernible trends in the data suggest that cellular environment is a major factor dictating stability. Within a tissue, different organelles and protein functions were enriched with different stability patterns. QUAD analysis demonstrated that protein stability is enhanced with age in the brain but not in the liver. Overall, QUAD allows the first global quantitation of protein stability rates in tissues, which will allow new insights and hypotheses in basic and translational research.
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Affiliation(s)
- Daniel B McClatchy
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
| | | | - Yu Gao
- College of Pharmacy, University of Illinois at Chicago, Chicago, IL, USA
| | - Mathieu Lavallée-Adam
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA
- Department of Biochemistry, Microbiology and Immunology and Ottawa Institute of Systems Biology, University of Ottawa, Ottawa, ON, Canada
| | - John R Yates
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, CA, USA.
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20
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Rayaprolu S, Gao T, Xiao H, Ramesha S, Weinstock LD, Shah J, Duong DM, Dammer EB, Webster JA, Lah JJ, Wood LB, Betarbet R, Levey AI, Seyfried NT, Rangaraju S. Flow-cytometric microglial sorting coupled with quantitative proteomics identifies moesin as a highly-abundant microglial protein with relevance to Alzheimer's disease. Mol Neurodegener 2020; 15:28. [PMID: 32381088 PMCID: PMC7206797 DOI: 10.1186/s13024-020-00377-5] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 04/24/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Proteomic characterization of microglia provides the most proximate assessment of functionally relevant molecular mechanisms of neuroinflammation. However, microglial proteomics studies have been limited by low cellular yield and contamination by non-microglial proteins using existing enrichment strategies. METHODS We coupled magnetic-activated cell sorting (MACS) and fluorescence activated cell sorting (FACS) of microglia with tandem mass tag-mass spectrometry (TMT-MS) to obtain a highly-pure microglial proteome and identified a core set of highly-abundant microglial proteins in adult mouse brain. We interrogated existing human proteomic data for Alzheimer's disease (AD) relevance of highly-abundant microglial proteins and performed immuno-histochemical and in-vitro validation studies. RESULTS Quantitative multiplexed proteomics by TMT-MS of CD11b + MACS-enriched (N = 5 mice) and FACS-isolated (N = 5 mice), from adult wild-type mice, identified 1791 proteins. A total of 203 proteins were highly abundant in both datasets, representing a core-set of highly abundant microglial proteins. In addition, we found 953 differentially enriched proteins comparing MACS and FACS-based approaches, indicating significant differences between both strategies. The FACS-isolated microglia proteome was enriched with cytosolic, endoplasmic reticulum, and ribosomal proteins involved in protein metabolism and immune system functions, as well as an abundance of canonical microglial proteins. Conversely, the MACS-enriched microglia proteome was enriched with mitochondrial and synaptic proteins and higher abundance of neuronal, oligodendrocytic and astrocytic proteins. From the 203 consensus microglial proteins with high abundance in both datasets, we confirmed microglial expression of moesin (Msn) in wild-type and 5xFAD mouse brains as well as in human AD brains. Msn expression is nearly exclusively found in microglia that surround Aβ plaques in 5xFAD brains. In in-vitro primary microglial studies, Msn silencing by siRNA decreased Aβ phagocytosis and increased lipopolysaccharide-induced production of the pro-inflammatory cytokine, tumor necrosis factor (TNF). In network analysis of human brain proteomic data, Msn was a hub protein of an inflammatory co-expression module positively associated with AD neuropathological features and cognitive dysfunction. CONCLUSIONS Using FACS coupled with TMT-MS as the method of choice for microglial proteomics, we define a core set of highly-abundant adult microglial proteins. Among these, we validate Msn as highly-abundant in plaque-associated microglia with relevance to human AD.
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Affiliation(s)
- Sruti Rayaprolu
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Tianwen Gao
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
- Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Hailian Xiao
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Supriya Ramesha
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Laura D. Weinstock
- Parker H. Petit Institute for Bioengineering and Bioscience, Wallace H. Coulter Department of Biomedical Engineering, and Georgia W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332 USA
| | - Jheel Shah
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Duc M. Duong
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
- Department of Biochemistry, Emory University, Atlanta, GA 30322 USA
| | - Eric B. Dammer
- School of Medicine, Emory University, Atlanta, GA 30322 USA
| | - James A. Webster
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - James J. Lah
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Levi B. Wood
- Parker H. Petit Institute for Bioengineering and Bioscience, Wallace H. Coulter Department of Biomedical Engineering, and Georgia W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332 USA
| | - Ranjita Betarbet
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Allan I. Levey
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
| | - Nicholas T. Seyfried
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
- Department of Biochemistry, Emory University, Atlanta, GA 30322 USA
| | - Srikant Rangaraju
- Department of Neurology, Emory University School of Medicine, Whitehead Biomedical Research Building, 615 Michael Street, Atlanta, GA 30322 USA
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A Glance at the Nuclear Envelope Spectrin Repeat Protein 3. BIOMED RESEARCH INTERNATIONAL 2019; 2019:1651805. [PMID: 31828088 PMCID: PMC6886330 DOI: 10.1155/2019/1651805] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 08/14/2019] [Indexed: 12/27/2022]
Abstract
Nuclear envelope spectrin repeat protein 3 (nesprin-3) is an evolutionarily-conserved structural protein, widely-expressed in vertebrate cells. Along with other nesprin family members, nesprin-3 acts as an essential component of the linker of nucleoskeleton and cytoskeleton (LINC) complex. Naturally, nesprin-3 shares many functions with LINC, including the localization of various cellular structures and bridging of the nucleoskeleton and cytoskeleton, observed in vitro. When nesprin-3 was knocked down in vivo, using zebrafish and mouse models, however, the animals were minimally affected. This paradoxical observation should not limit the physiological importance of nesprin-3, as recently, nesprin-3 has reignited the interest of the research community in studies on cancer cells migration. Moreover, nesprin-3 also plays an active role in certain developmental conditions such as adipogenesis and spermatogenesis, although more studies are needed. Meanwhile, the various protein binding partners of nesprin-3 should also be emphasized, as they are necessary for maintaining the structure of nesprin-3 and enabling it to carry out its various physiological and pathological functions. Nesprin-3 promises to further our understanding of these complex cellular events. Therefore, this review will focus on nesprin-3, examining it from a genetic, structural, and functional perspective. The final part of the review will in turn address the limitations of existing research and the future perspectives for the study of nesprin-3.
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22
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Network Analysis of a Membrane-Enriched Brain Proteome across Stages of Alzheimer's Disease. Proteomes 2019; 7:proteomes7030030. [PMID: 31461916 PMCID: PMC6789842 DOI: 10.3390/proteomes7030030] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 08/20/2019] [Accepted: 08/22/2019] [Indexed: 12/12/2022] Open
Abstract
Previous systems-based proteomic approaches have characterized alterations in protein co-expression networks of unfractionated asymptomatic (AsymAD) and symptomatic Alzheimer’s disease (AD) brains. However, it remains unclear how sample fractionation and sub-proteomic analysis influences the organization of these protein networks and their relationship to clinicopathological traits of disease. In this proof-of-concept study, we performed a systems-based sub-proteomic analysis of membrane-enriched post-mortem brain samples from pathology-free control, AsymAD, and AD brains (n = 6 per group). Label-free mass spectrometry based on peptide ion intensity was used to quantify the 18 membrane-enriched fractions. Differential expression and weighted protein co-expression network analysis (WPCNA) were then used to identify and characterize modules of co-expressed proteins most significantly altered between the groups. We identified a total of 27 modules of co-expressed membrane-associated proteins. In contrast to the unfractionated proteome, these networks did not map strongly to cell-type specific markers. Instead, these modules were principally organized by their associations with a wide variety of membrane-bound compartments and organelles. Of these, the mitochondrion was associated with the greatest number of modules, followed by modules linked to the cell surface compartment. In addition, we resolved networks with strong associations to the endoplasmic reticulum, Golgi apparatus, and other membrane-bound organelles. A total of 14 of the 27 modules demonstrated significant correlations with clinical and pathological AD phenotypes. These results revealed that the proteins within individual compartments feature a heterogeneous array of AD-associated expression patterns, particularly during the preclinical stages of disease. In conclusion, this systems-based analysis of the membrane-associated AsymAD brain proteome yielded a unique network organization highly linked to cellular compartmentalization. Further study of this membrane-associated proteome may reveal novel insight into the complex pathways governing the earliest stages of disease.
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Drummond E, Goñi F, Liu S, Prelli F, Scholtzova H, Wisniewski T. Potential Novel Approaches to Understand the Pathogenesis and Treat Alzheimer's Disease. J Alzheimers Dis 2019; 64:S299-S312. [PMID: 29562516 DOI: 10.3233/jad-179909] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There is growing genetic and proteomic data highlighting the complexity of Alzheimer's disease (AD) pathogenesis. Greater use of unbiased "omics" approaches is being increasingly recognized as essential for the future development of effective AD research, that need to better reflect the multiple distinct pathway abnormalities that can drive AD pathology. The track record of success in AD clinical trials thus far has been very poor. In part, this high failure rate has been related to the premature translation of highly successful results in animal models that mirror only limited aspects of AD pathology to humans. We highlight our recent efforts to increase use of human tissue to gain a better understanding of the AD pathogenesis subtype variety and to develop several distinct therapeutic approaches tailored to address this diversity. These therapeutic approaches include the blocking of the Aβ/apoE interaction, stimulation of innate immunity, and the simultaneous blocking of Aβ/tau oligomer toxicity. We believe that future successful therapeutic approaches will need to be combined to better reflect the complexity of the abnormal pathways triggered in AD pathogenesis.
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Affiliation(s)
- Eleanor Drummond
- Department of Neurology, Center for Cognitive Neurology, NYU School of Medicine, New York, NY, USA
| | - Fernando Goñi
- Department of Neurology, Center for Cognitive Neurology, NYU School of Medicine, New York, NY, USA
| | - Shan Liu
- Department of Neurology, Center for Cognitive Neurology, NYU School of Medicine, New York, NY, USA
| | - Frances Prelli
- Department of Neurology, Center for Cognitive Neurology, NYU School of Medicine, New York, NY, USA
| | - Henrieta Scholtzova
- Department of Neurology, Center for Cognitive Neurology, NYU School of Medicine, New York, NY, USA
| | - Thomas Wisniewski
- Departments of Neurology, Pathology and Psychiatry, Center for Cognitive Neurology, NYU School of Medicine, New York, NY, USA
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Francis PT, Hayes GM, Costello H, Whitfield DR. Brains for Dementia Research: The Importance of Cohorts in Brain Banking. Neurosci Bull 2019; 35:289-294. [PMID: 30604278 DOI: 10.1007/s12264-018-0327-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Accepted: 09/19/2018] [Indexed: 02/04/2023] Open
Affiliation(s)
- Paul T Francis
- Wolfson Centre for Age-Related Diseases, King's College London, London, SE1 1UL, UK.
| | - Gillian M Hayes
- Wolfson Centre for Age-Related Diseases, King's College London, London, SE1 1UL, UK
| | - Helen Costello
- Wolfson Centre for Age-Related Diseases, King's College London, London, SE1 1UL, UK
| | - David R Whitfield
- Wolfson Centre for Age-Related Diseases, King's College London, London, SE1 1UL, UK
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25
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Cytoskeletal Signal-Regulated Oligodendrocyte Myelination and Remyelination. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1190:33-42. [DOI: 10.1007/978-981-32-9636-7_3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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26
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Wilson RS, Nairn AC. Cell-Type-Specific Proteomics: A Neuroscience Perspective. Proteomes 2018; 6:51. [PMID: 30544872 PMCID: PMC6313874 DOI: 10.3390/proteomes6040051] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 12/04/2018] [Accepted: 12/05/2018] [Indexed: 12/18/2022] Open
Abstract
Cell-type-specific analysis has become a major focus for many investigators in the field of neuroscience, particularly because of the large number of different cell populations found in brain tissue that play roles in a variety of developmental and behavioral disorders. However, isolation of these specific cell types can be challenging due to their nonuniformity and complex projections to different brain regions. Moreover, many analytical techniques used for protein detection and quantitation remain insensitive to the low amounts of protein extracted from specific cell populations. Despite these challenges, methods to improve proteomic yield and increase resolution continue to develop at a rapid rate. In this review, we highlight the importance of cell-type-specific proteomics in neuroscience and the technical difficulties associated. Furthermore, current progress and technological advancements in cell-type-specific proteomics research are discussed with an emphasis in neuroscience.
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Affiliation(s)
- Rashaun S Wilson
- Yale/NIDA Neuroproteomics Center, 300 George St., New Haven, CT 06511, USA.
| | - Angus C Nairn
- Yale/NIDA Neuroproteomics Center, 300 George St., New Haven, CT 06511, USA.
- Department of Psychiatry, Yale School of Medicine, Connecticut Mental Health Center, New Haven, CT 06511, USA.
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27
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Wilson RS, Nairn AC. Making brain proteomics true to type. Nat Biotechnol 2018; 36:149-150. [DOI: 10.1038/nbt.4077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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28
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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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Carlyle BC, Kitchen RR, Kanyo JE, Voss EZ, Pletikos M, Sousa AMM, Lam TT, Gerstein MB, Sestan N, Nairn AC. A multiregional proteomic survey of the postnatal human brain. Nat Neurosci 2017; 20:1787-1795. [PMID: 29184206 PMCID: PMC5894337 DOI: 10.1038/s41593-017-0011-2] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 09/27/2017] [Indexed: 12/13/2022]
Abstract
Detailed observations of transcriptional, translational and post-translational events in the human brain are essential to improving our understanding of its development, function and vulnerability to disease. Here, we exploited label-free quantitative tandem mass-spectrometry to create an in-depth proteomic survey of regions of the postnatal human brain, ranging in age from early infancy to adulthood. Integration of protein data with existing matched whole-transcriptome sequencing (RNA-seq) from the BrainSpan project revealed varied patterns of protein-RNA relationships, with generally increased magnitudes of protein abundance differences between brain regions compared to RNA. Many of the differences amplified in protein data were reflective of cytoarchitectural and functional variation between brain regions. Comparing structurally similar cortical regions revealed significant differences in the abundances of receptor-associated and resident plasma membrane proteins that were not readily observed in the RNA expression data.
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Affiliation(s)
- Becky C Carlyle
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Robert R Kitchen
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
| | - Jean E Kanyo
- W.M. Keck Biotechnology Resource Laboratory, Yale School of Medicine, New Haven, CT, USA
| | - Edward Z Voss
- W.M. Keck Biotechnology Resource Laboratory, Yale School of Medicine, New Haven, CT, USA
| | - Mihovil Pletikos
- Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - André M M Sousa
- Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - TuKiet T Lam
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
- W.M. Keck Biotechnology Resource Laboratory, Yale School of Medicine, New Haven, CT, USA
| | - Mark B Gerstein
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
| | - Nenad Sestan
- Department of Neuroscience and Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT, USA.
- Departments of Genetics and Psychiatry, Section of Comparative Medicine, and Yale Child Study Center, Yale School of Medicine, New Haven, CT, USA.
- Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale School of Medicine, New Haven, CT, USA.
| | - Angus C Nairn
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
- Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale School of Medicine, New Haven, CT, USA.
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30
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An Y, Varma VR, Varma S, Casanova R, Dammer E, Pletnikova O, Chia CW, Egan JM, Ferrucci L, Troncoso J, Levey AI, Lah J, Seyfried NT, Legido-Quigley C, O'Brien R, Thambisetty M. Evidence for brain glucose dysregulation in Alzheimer's disease. Alzheimers Dement 2017; 14:318-329. [PMID: 29055815 DOI: 10.1016/j.jalz.2017.09.011] [Citation(s) in RCA: 308] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Revised: 07/05/2017] [Accepted: 09/07/2017] [Indexed: 10/18/2022]
Abstract
INTRODUCTION It is unclear whether abnormalities in brain glucose homeostasis are associated with Alzheimer's disease (AD) pathogenesis. METHODS Within the autopsy cohort of the Baltimore Longitudinal Study of Aging, we measured brain glucose concentration and assessed the ratios of the glycolytic amino acids, serine, glycine, and alanine to glucose. We also quantified protein levels of the neuronal (GLUT3) and astrocytic (GLUT1) glucose transporters. Finally, we assessed the relationships between plasma glucose measured before death and brain tissue glucose. RESULTS Higher brain tissue glucose concentration, reduced glycolytic flux, and lower GLUT3 are related to severity of AD pathology and the expression of AD symptoms. Longitudinal increases in fasting plasma glucose levels are associated with higher brain tissue glucose concentrations. DISCUSSION Impaired glucose metabolism due to reduced glycolytic flux may be intrinsic to AD pathogenesis. Abnormalities in brain glucose homeostasis may begin several years before the onset of clinical symptoms.
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Affiliation(s)
- Yang An
- Laboratory of Behavioral Neuroscience, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA
| | - Vijay R Varma
- Clinical and Translational Neuroscience Unit, Laboratory of Behavioral Neuroscience, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA
| | | | - Ramon Casanova
- Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Eric Dammer
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Olga Pletnikova
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Chee W Chia
- Translational Research and Medical Services Section, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA
| | - Josephine M Egan
- Laboratory of Clinical Investigation, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA
| | - Luigi Ferrucci
- Longitudinal Studies Section, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA
| | - Juan Troncoso
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Allan I Levey
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - James Lah
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Nicholas T Seyfried
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | | | - Richard O'Brien
- Department of Neurology, Duke University School of Medicine, Durham, NC, USA
| | - Madhav Thambisetty
- Clinical and Translational Neuroscience Unit, Laboratory of Behavioral Neuroscience, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA.
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31
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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: 59] [Impact Index Per Article: 8.4] [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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Scifo E, Calza G, Fuhrmann M, Soliymani R, Baumann M, Lalowski M. Recent advances in applying mass spectrometry and systems biology to determine brain dynamics. Expert Rev Proteomics 2017; 14:545-559. [PMID: 28539064 DOI: 10.1080/14789450.2017.1335200] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
INTRODUCTION Neurological disorders encompass various pathologies which disrupt normal brain physiology and function. Poor understanding of their underlying molecular mechanisms and their societal burden argues for the necessity of novel prevention strategies, early diagnostic techniques and alternative treatment options to reduce the scale of their expected increase. Areas covered: This review scrutinizes mass spectrometry based approaches used to investigate brain dynamics in various conditions, including neurodegenerative and neuropsychiatric disorders. Different proteomics workflows for isolation/enrichment of specific cell populations or brain regions, sample processing; mass spectrometry technologies, for differential proteome quantitation, analysis of post-translational modifications and imaging approaches in the brain are critically deliberated. Future directions, including analysis of cellular sub-compartments, targeted MS platforms (selected/parallel reaction monitoring) and use of mass cytometry are also discussed. Expert commentary: Here, we summarize and evaluate current mass spectrometry based approaches for determining brain dynamics in health and diseases states, with a focus on neurological disorders. Furthermore, we provide insight on current trends and new MS technologies with potential to improve this analysis.
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Affiliation(s)
- Enzo Scifo
- a Department of Psychiatry, and of Pharmacology and Toxicology , University of Toronto, Campbell Family Mental Health Research Institute of CAMH , Toronto , Canada
| | - Giulio Calza
- b Medicum, Meilahti Clinical Proteomics Core Facility, Biochemistry/Developmental Biology, Faculty of Medicine , FI-00014 University of Helsinki , Helsinki , Finland
| | - Martin Fuhrmann
- c Neuroimmunology and Imaging Group , German Center for Neurodegenerative Diseases (DZNE) , Bonn , Germany
| | - Rabah Soliymani
- b Medicum, Meilahti Clinical Proteomics Core Facility, Biochemistry/Developmental Biology, Faculty of Medicine , FI-00014 University of Helsinki , Helsinki , Finland
| | - Marc Baumann
- b Medicum, Meilahti Clinical Proteomics Core Facility, Biochemistry/Developmental Biology, Faculty of Medicine , FI-00014 University of Helsinki , Helsinki , Finland
| | - Maciej Lalowski
- b Medicum, Meilahti Clinical Proteomics Core Facility, Biochemistry/Developmental Biology, Faculty of Medicine , FI-00014 University of Helsinki , Helsinki , Finland
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Osteopontin Is a Blood Biomarker for Microglial Activation and Brain Injury in Experimental Hypoxic-Ischemic Encephalopathy. eNeuro 2017; 4:eN-NWR-0253-16. [PMID: 28101531 PMCID: PMC5223053 DOI: 10.1523/eneuro.0253-16.2016] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Revised: 12/10/2016] [Accepted: 12/22/2016] [Indexed: 12/20/2022] Open
Abstract
Clinical management of neonatal hypoxic-ischemic encephalopathy (HIE) suffers from the lack of reliable surrogate marker tests. Proteomic analysis may identify such biomarkers in blood, but there has been no proof-of-principle evidence to support this approach. Here we performed in-gel trypsin digestion of plasma proteins from four groups of 10-d-old mice [untouched and 24 h after low-dose lipopolysaccharide (LPS) exposure, hypoxia-ischemia (HI), or LPS/HI injury; n = 3 in each group) followed by liquid chromatography-tandem mass spectrometry and bioinformatics analysis to search for HI- and LPS/HI-associated brain injury biomarkers. This analysis suggested the induction of plasma osteopontin (OPN) by HI and LPS/HI, but not by sham and injury-free LPS exposure. Immunoblot confirmed post-HI induction of OPN protein in brain and blood, whereas Opn mRNA was induced in brain but not in blood. This disparity suggests brain-derived plasma OPN after HI injury. Similarly, immunostaining showed the expression of OPN by Iba1+ microglia/macrophages in HI-injured brains. Further, intracerebroventricular injection of LPS activated microglia and up-regulated plasma OPN protein. Importantly, the induction of plasma OPN after HI was greater than that of matrix metalloproteinase 9 or glial fibrillary acid protein. Plasma OPN levels at 48 h post-HI also parallel the severity of brain damage at 7-d recovery. Together, these results suggest that OPN may be a prognostic blood biomarker in HIE through monitoring brain microglial activation.
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Wang J, Mauvoisin D, Martin E, Atger F, Galindo AN, Dayon L, Sizzano F, Palini A, Kussmann M, Waridel P, Quadroni M, Dulić V, Naef F, Gachon F. Nuclear Proteomics Uncovers Diurnal Regulatory Landscapes in Mouse Liver. Cell Metab 2017; 25:102-117. [PMID: 27818260 PMCID: PMC5241201 DOI: 10.1016/j.cmet.2016.10.003] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 07/25/2016] [Accepted: 10/05/2016] [Indexed: 12/12/2022]
Abstract
Diurnal oscillations of gene expression controlled by the circadian clock and its connected feeding rhythm enable organisms to coordinate their physiologies with daily environmental cycles. While available techniques yielded crucial insights into regulation at the transcriptional level, much less is known about temporally controlled functions within the nucleus and their regulation at the protein level. Here, we quantified the temporal nuclear accumulation of proteins and phosphoproteins from mouse liver by SILAC proteomics. We identified around 5,000 nuclear proteins, over 500 of which showed a diurnal accumulation. Parallel analysis of the nuclear phosphoproteome enabled the inference of the temporal activity of kinases accounting for rhythmic phosphorylation. Many identified rhythmic proteins were parts of nuclear complexes involved in transcriptional regulation, ribosome biogenesis, DNA repair, and the cell cycle and its potentially associated diurnal rhythm of hepatocyte polyploidy. Taken together, these findings provide unprecedented insights into the diurnal regulatory landscape of the mouse liver nucleus.
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Affiliation(s)
- Jingkui Wang
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland
| | - Daniel Mauvoisin
- Department of Diabetes and Circadian Rhythms, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Eva Martin
- Department of Diabetes and Circadian Rhythms, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Florian Atger
- Department of Diabetes and Circadian Rhythms, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland; Department of Pharmacology and Toxicology, University of Lausanne, CH-1015 Lausanne, Switzerland
| | - Antonio Núñez Galindo
- Systems Nutrition, Metabonomics, and Proteomics, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Loïc Dayon
- Systems Nutrition, Metabonomics, and Proteomics, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Federico Sizzano
- Department of Cell Biology, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Alessio Palini
- Department of Cell Biology, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Martin Kussmann
- Systems Nutrition, Metabonomics, and Proteomics, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland
| | - Patrice Waridel
- Protein Analysis Facility, University of Lausanne, CH-1015 Lausanne, Switzerland
| | - Manfredo Quadroni
- Protein Analysis Facility, University of Lausanne, CH-1015 Lausanne, Switzerland
| | - Vjekoslav Dulić
- CNRS, UMR 5535, Institut de Génétique Moléculaire de Montpellier, 34090 Montpellier, France
| | - Felix Naef
- Institute of Bioengineering, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
| | - Frédéric Gachon
- Department of Diabetes and Circadian Rhythms, Nestlé Institute of Health Sciences, CH-1015 Lausanne, Switzerland; School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland.
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Kononenko O, Bazov I, Watanabe H, Gerashchenko G, Dyachok O, Verbeek DS, Alkass K, Druid H, Andersson M, Mulder J, Svenningsen ÅF, Rajkowska G, Stockmeier CA, Krishtal O, Yakovleva T, Bakalkin G. Opioid precursor protein isoform is targeted to the cell nuclei in the human brain. Biochim Biophys Acta Gen Subj 2016; 1861:246-255. [PMID: 27838394 DOI: 10.1016/j.bbagen.2016.11.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2016] [Revised: 11/02/2016] [Accepted: 11/03/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND Neuropeptide precursors are traditionally viewed as proteins giving rise to small neuropeptide molecules. Prodynorphin (PDYN) is the precursor protein to dynorphins, endogenous ligands for the κ-opioid receptor. Alternative mRNA splicing of neuropeptide genes may regulate cell- and tissue-specific neuropeptide expression and produce novel protein isoforms. We here searched for novel PDYN mRNA and their protein product in the human brain. METHODS Novel PDYN transcripts were identified using nested PCR amplification of oligo(dT) selected full-length capped mRNA. Gene expression was analyzed by qRT-PCR, PDYN protein by western blotting and confocal imaging, dynorphin peptides by radioimmunoassay. Neuronal nuclei were isolated using fluorescence-activated nuclei sorting (FANS) from postmortem human striatal tissue. Immunofluorescence staining and confocal microscopy was performed for human caudate nucleus. RESULTS Two novel human PDYN mRNA splicing variants were identified. Expression of one of them was confined to the striatum where its levels constituted up to 30% of total PDYN mRNA. This transcript may be translated into ∆SP-PDYN protein lacking 13 N-terminal amino acids, a fragment of signal peptide (SP). ∆SP-PDYN was not processed to mature dynorphins and surprisingly, was targeted to the cell nuclei in a model cellular system. The endogenous PDYN protein was identified in the cell nuclei in human striatum by western blotting of isolated neuronal nuclei, and by confocal imaging. CONCLUSIONS AND GENERAL SIGNIFICANCE High levels of alternatively spliced ∆SP-PDYN mRNA and nuclear localization of PDYN protein suggests a nuclear function for this isoform of the opioid peptide precursor in human striatum.
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Affiliation(s)
- Olga Kononenko
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden; State Key Lab for Molecular Biology, Bogomoletz Institute of Physiology, Kiev 01024, Ukraine
| | - Igor Bazov
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden.
| | - Hiroyuki Watanabe
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden
| | - Ganna Gerashchenko
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden; Department of Functional Genomics, Institute Molecular Biology, Kiev 03680, Ukraine
| | - Oleg Dyachok
- Department of Medical Cell Biology, Uppsala University, 751 23, Sweden
| | - Dineke S Verbeek
- Department of Genetics, University Medical Center Groningen, University of Groningen, Groningen 30001, Netherlands
| | - Kanar Alkass
- Department of Forensic Medicine, Karolinska Institute, Stockholm 171 77, Sweden
| | - Henrik Druid
- Department of Forensic Medicine, Karolinska Institute, Stockholm 171 77, Sweden
| | - Malin Andersson
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden
| | - Jan Mulder
- Department of Neuroscience, Science for Life Laboratory, Karolinska Institute, Stockholm 171 77, Sweden
| | - Åsa Fex Svenningsen
- Institute of Molecular Medicine-Neurobiology Research, University of Southern Denmark, Odense 5000, Denmark
| | - Grazyna Rajkowska
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson 2500, USA
| | - Craig A Stockmeier
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson 2500, USA
| | - Oleg Krishtal
- State Key Lab for Molecular Biology, Bogomoletz Institute of Physiology, Kiev 01024, Ukraine
| | - Tatiana Yakovleva
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden
| | - Georgy Bakalkin
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala 751 24, Sweden
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The Evolutionarily-conserved Polyadenosine RNA Binding Protein, Nab2, Cooperates with Splicing Machinery to Regulate the Fate of pre-mRNA. Mol Cell Biol 2016; 36:2697-2714. [PMID: 27528618 PMCID: PMC5064217 DOI: 10.1128/mcb.00402-16] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Numerous RNA binding proteins are deposited onto an mRNA transcript to modulate post-transcriptional processing events ensuring proper mRNA maturation. Defining the interplay between RNA binding proteins that couple mRNA biogenesis events is crucial for understanding how gene expression is regulated. To explore how RNA binding proteins control mRNA processing, we investigated a role for the evolutionarily conserved polyadenosine RNA binding protein, Nab2, in mRNA maturation within the nucleus. This work reveals that nab2 mutant cells accumulate intron-containing pre-mRNA in vivo We extend this analysis to identify genetic interactions between mutant alleles of nab2 and genes encoding the splicing factor, MUD2, and the RNA exosome, RRP6, with in vivo consequences of altered pre-mRNA splicing and poly(A) tail length control. As further evidence linking Nab2 proteins to splicing, an unbiased proteomic analysis of vertebrate Nab2, ZC3H14, identifies physical interactions with numerous components of the spliceosome. We validated the interaction between ZC3H14 and U2AF2/U2AF65 Taking all the findings into consideration, we present a model where Nab2/ZC3H14 interacts with spliceosome components to allow proper coupling of splicing with subsequent mRNA processing steps contributing to a kinetic proofreading step that allows properly processed mRNA to exit the nucleus and escape Rrp6-dependent degradation.
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Choo HJ, Cutler A, Rother F, Bader M, Pavlath GK. Karyopherin Alpha 1 Regulates Satellite Cell Proliferation and Survival by Modulating Nuclear Import. Stem Cells 2016; 34:2784-2797. [PMID: 27434733 DOI: 10.1002/stem.2467] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Revised: 07/07/2016] [Accepted: 07/08/2016] [Indexed: 12/14/2022]
Abstract
Satellite cells are stem cells with an essential role in skeletal muscle repair. Precise regulation of gene expression is critical for proper satellite cell quiescence, proliferation, differentiation and self-renewal. Nuclear proteins required for gene expression are dependent on the nucleocytoplasmic transport machinery to access to nucleus, however little is known about regulation of nuclear transport in satellite cells. The best characterized nuclear import pathway is classical nuclear import which depends on a classical nuclear localization signal (cNLS) in a cargo protein and the heterodimeric import receptors, karyopherin alpha (KPNA) and beta (KPNB). Multiple KPNA1 paralogs exist and can differ in importing specific cNLS proteins required for cell differentiation and function. We show that transcripts for six Kpna paralogs underwent distinct changes in mouse satellite cells during muscle regeneration accompanied by changes in cNLS proteins in nuclei. Depletion of KPNA1, the most dramatically altered KPNA, caused satellite cells in uninjured muscle to prematurely activate, proliferate and undergo apoptosis leading to satellite cell exhaustion with age. Increased proliferation of satellite cells led to enhanced muscle regeneration at early stages of regeneration. In addition, we observed impaired nuclear localization of two key KPNA1 cargo proteins: p27, a cyclin-dependent kinase inhibitor associated with cell cycle control and lymphoid enhancer factor 1, a critical cotranscription factor for β-catenin. These results indicate that regulated nuclear import of proteins by KPNA1 is critical for satellite cell proliferation and survival and establish classical nuclear import as a novel regulatory mechanism for controlling satellite cell fate. Stem Cells 2016;34:2784-2797.
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Affiliation(s)
| | - Alicia Cutler
- Department of Pharmacology.,Graduate Program in Biochemistry, Cell and Developmental Biology, Emory University, Atlanta, Georgia, USA
| | - Franziska Rother
- Max-Delbrück-Center for Molecular Medicine, Berlin-Buch, Germany.,Institute of Biology, University of Lübeck, Germany
| | - Michael Bader
- Max-Delbrück-Center for Molecular Medicine, Berlin-Buch, Germany
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Ambati S, Yu P, McKinney EC, Kandasamy MK, Hartzell D, Baile CA, Meagher RB. Adipocyte nuclei captured from VAT and SAT. BMC OBESITY 2016; 3:35. [PMID: 27462403 PMCID: PMC4949929 DOI: 10.1186/s40608-016-0112-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Accepted: 06/16/2016] [Indexed: 12/11/2022]
Abstract
Background Obesity-related comorbidities are thought to result from the reprogramming of the epigenome in numerous tissues and cell types, and in particular, mature adipocytes within visceral and subcutaneous adipose tissue, VAT and SAT. The cell-type specific chromatin remodeling of mature adipocytes within VAT and SAT is poorly understood, in part, because of the difficulties of isolating and manipulating large fragile mature adipocyte cells from adipose tissues. Methods We constructed MA-INTACT (Mature Adipocyte-Isolation of Nuclei TAgged in specific Cell Types) mice using the adiponectin (ADIPOQ) promoter (ADNp) to tag the surface of mature adipocyte nuclei with a reporter protein. The SUN1mRFP1Flag reporter is comprised of a fragment of the nuclear transmembrane protein SUN1, the fluorescent protein mRFP1, and three copies of the Flag epitope tag. Results Mature adipocyte nuclei were rapidly and efficiently immuno-captured from VAT and SAT (MVA and MSA nuclei, respectively), of MA-INTACT mice. MVA and MSA nuclei contained 1,000 to 10,000-fold higher levels of adipocyte-specific transcripts, ADIPOQ, PPARg2, EDNRB, and LEP, relative to uncaptured nuclei, while the latter expressed higher levels of leukocyte and endothelial cell markers IKZF1, RETN, SERPINF1, SERPINE1, ILF3, and TNFA. MVA and MSA nuclei differentially expressed several factors linked to adipogenesis or obesity-related health risks including CEBPA, KLF2, RETN, SERPINE1, and TNFA. The various nuclear populations dramatically differentially expressed transcripts encoding chromatin remodeler proteins regulating DNA cytosine methylation and hydroxymethylation (TETs, DNMTs, TDG, GADD45s) and nucleosomal histone modification (ARID1A, KAT2B, KDM4A, PRMT1, PRMT5, PAXIP1). Remarkably, MSA and MVA nuclei expressed 200 to 1000-fold higher levels of thermogenic marker transcripts PRDM16 and UCP1. Conclusions The MA-INTACT mouse enables a simple way to perform cell-type specific analysis of highly purified mature adipocyte nuclei from VAT and SAT and increases the statistical significance of data collected on adipocytes. Isolated VAT and SAT adipocyte nuclei expressed distinct patterns of transcripts encoding chromatin remodeling factors and proteins relevant to diabetes, cardiovascular disease, and thermogenesis. The MA-INTACT mouse is an useful model to test the impact of caloric intake, dietary nutrients, exercise, and pharmaceuticals on the epigenome-induced health risks of obesity. Electronic supplementary material The online version of this article (doi:10.1186/s40608-016-0112-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Suresh Ambati
- Department of Genetics, University of Georgia, Athens, GA USA
| | - Ping Yu
- Department of Genetics, University of Georgia, Athens, GA USA
| | | | | | - Diane Hartzell
- Department of Foods and Nutrition, University of Georgia, Athens, GA USA ; Department of Animal and Dairy Science, University of Georgia, Athens, GA USA
| | - Clifton A Baile
- Department of Foods and Nutrition, University of Georgia, Athens, GA USA ; Department of Animal and Dairy Science, University of Georgia, Athens, GA USA
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Yu P, Ji L, Lee KJ, Yu M, He C, Ambati S, McKinney EC, Jackson C, Baile CA, Schmitz RJ, Meagher RB. Subsets of Visceral Adipose Tissue Nuclei with Distinct Levels of 5-Hydroxymethylcytosine. PLoS One 2016; 11:e0154949. [PMID: 27171244 PMCID: PMC4865362 DOI: 10.1371/journal.pone.0154949] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 04/21/2016] [Indexed: 12/11/2022] Open
Abstract
The reprogramming of cellular memory in specific cell types, and in visceral adipocytes in particular, appears to be a fundamental aspect of obesity and its related negative health outcomes. We explored the hypothesis that adipose tissue contains epigenetically distinct subpopulations of adipocytes that are differentially potentiated to record cellular memories of their environment. Adipocytes are large, fragile, and technically difficult to efficiently isolate and fractionate. We developed fluorescence nuclear cytometry (FNC) and fluorescence activated nuclear sorting (FANS) of cellular nuclei from visceral adipose tissue (VAT) using the levels of the pan-adipocyte protein, peroxisome proliferator-activated receptor gamma-2 (PPARg2), to distinguish classes of PPARg2-Positive (PPARg2-Pos) adipocyte nuclei from PPARg2-Negative (PPARg2-Neg) leukocyte and endothelial cell nuclei. PPARg2-Pos nuclei were 10-fold enriched for most adipocyte marker transcripts relative to PPARg2-Neg nuclei. PPARg2-Pos nuclei showed 2- to 50-fold higher levels of transcripts encoding most of the chromatin-remodeling factors assayed, which regulate the methylation of histones and DNA cytosine (e.g., DNMT1, TET1, TET2, KDM4A, KMT2C, SETDB1, PAXIP1, ARID1A, JMJD6, CARM1, and PRMT5). PPARg2-Pos nuclei were large with decondensed chromatin. TAB-seq demonstrated 5-hydroxymethylcytosine (5hmC) levels were remarkably dynamic in gene bodies of various classes of VAT nuclei, dropping 3.8-fold from the highest quintile of expressed genes to the lowest. In short, VAT-derived adipocytes appear to be more actively remodeling their chromatin than non-adipocytes.
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Affiliation(s)
- Ping Yu
- Department of Genetics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
| | - Lexiang Ji
- Institute of Bioinformatics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
| | - Kevin J. Lee
- Department of Genetics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
- GRU-UGA Medical Partnership, University of Georgia Health Sciences Campus, Prince Avenue, Athens, GA, 30602, United States of America
| | - Miao Yu
- Department of Chemistry, University of Chicago, 5735 S Ellis Ave, Chicago, IL, 60637 USA
| | - Chuan He
- Department of Chemistry, University of Chicago, 5735 S Ellis Ave, Chicago, IL, 60637 USA
| | - Suresh Ambati
- Department of Genetics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
| | - Elizabeth C. McKinney
- Department of Genetics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
| | - Crystal Jackson
- Abeome Corporation, Athens, GA, 111 Riverbend Road, 30602, United States of America
| | - Clifton A. Baile
- Department of Foods and Nutrition, University of Georgia, 305 Sanford Dr, Athens, GA, 30602, United States of America
| | - Robert J. Schmitz
- Department of Genetics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
| | - Richard B. Meagher
- Department of Genetics, University of Georgia, 120 East Green Street, Athens, GA, 30602, United States of America
- * E-mail:
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Hu WT, Watts KD, Tailor P, Nguyen TP, Howell JC, Lee RC, Seyfried NT, Gearing M, Hales CM, Levey AI, Lah JJ, Lee EK. CSF complement 3 and factor H are staging biomarkers in Alzheimer's disease. Acta Neuropathol Commun 2016; 4:14. [PMID: 26887322 PMCID: PMC4758165 DOI: 10.1186/s40478-016-0277-8] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2016] [Accepted: 01/19/2016] [Indexed: 01/06/2023] Open
Abstract
Introduction CSF levels of established Alzheimer’s disease (AD) biomarkers remain stable despite disease progression, and non-amyloid non-tau biomarkers have the potential of informing disease stage and progression. We previously identified complement 3 (C3) to be decreased in AD dementia, but this change was not found by others in earlier AD stages. We hypothesized that levels of C3 and associated factor H (FH) can potentially distinguish between mild cognitive impairment (MCI) and dementia stages of AD, but we also found their levels to be influenced by age and disease status. Results We developed a biochemical/bioinformatics pipeline to optimize the handling of complex interactions between variables in validating biochemical markers of disease. We used data from the Alzheimer’s Disease Neuro-imaging Initiative (ADNI, n = 230) to build parallel machine learning models, and objectively tested the models in a test cohort (n = 73) of MCI and mild AD patients independently recruited from Emory University. Whereas models incorporating age, gender, APOE ε4 status, and CSF amyloid and tau levels failed to reliably distinguish between MCI and mild AD in ADNI, introduction of CSF C3 and FH levels reproducibly improved the distinction between the two AD stages in ADNI (p < 0.05) and the Emory cohort (p = 0.014). Within each AD stage, the final model also distinguished between fast vs. slower decliners (p < 0.001 for MCI, p = 0.007 for mild AD), with lower C3 and FH levels associated with more advanced disease and faster progression. Conclusions We propose that CSF C3 and FH alterations may reflect stage-associated biomarker changes in AD, and can complement clinician diagnosis in diagnosing and staging AD using the publically available ADNI database as reference. Electronic supplementary material The online version of this article (doi:10.1186/s40478-016-0277-8) contains supplementary material, which is available to authorized users.
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Proteomic analysis of neurons microdissected from formalin-fixed, paraffin-embedded Alzheimer's disease brain tissue. Sci Rep 2015; 5:15456. [PMID: 26487484 PMCID: PMC4614382 DOI: 10.1038/srep15456] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2015] [Accepted: 09/25/2015] [Indexed: 12/22/2022] Open
Abstract
The vast majority of human tissue specimens are formalin-fixed, paraffin embedded (FFPE) archival samples, making this type of tissue a potential gold mine for medical research. It is now accepted that proteomics can be done using FFPE tissue and can generate similar results as snap-frozen tissue. However, the current methodology requires a large amount of starting protein, limiting the questions that can be answered in these types of proteomics studies and making cell-type specific proteomics studies difficult. Cell-type specific proteomics has the potential to greatly enhance understanding of cell functioning in both normal and disease states. Therefore, here we describe a new method that allows localized proteomics on individual cell populations isolated from FFPE tissue sections using laser capture microdissection. To demonstrate this technique we microdissected neurons from archived tissue blocks of the temporal cortex from patients with Alzheimer’s disease. Using this method we identified over 400 proteins in microdissected neurons; on average 78% that were neuronal and 50% that were associated with Alzheimer’s disease. Therefore, this technique is able to provide accurate and meaningful data and has great potential for any future study that wishes to perform localized proteomics using very small amounts of archived FFPE tissue.
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Razafsky D, Hodzic D. Nuclear envelope: positioning nuclei and organizing synapses. Curr Opin Cell Biol 2015; 34:84-93. [PMID: 26079712 DOI: 10.1016/j.ceb.2015.06.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 05/28/2015] [Accepted: 06/01/2015] [Indexed: 10/23/2022]
Abstract
The nuclear envelope plays an essential role in nuclear positioning within cells and tissues. This review highlights advances in understanding the mechanisms of nuclear positioning during skeletal muscle and central nervous system development. New findings, particularly about A-type lamins and Nesprin1, may link nuclear envelope integrity to synaptic integrity. Thus synaptic defects, rather than nuclear mispositioning, may underlie human pathologies associated with mutations of nuclear envelope proteins.
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Affiliation(s)
- David Razafsky
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine, 660 S. Euclid Avenue, St Louis, MO 63110, USA
| | - Didier Hodzic
- Department of Ophthalmology and Visual Sciences, Washington University School of Medicine, 660 S. Euclid Avenue, St Louis, MO 63110, USA.
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Fernández-Irigoyen J, Zelaya MV, Perez-Valderrama E, Santamaría E. New insights into the human brain proteome: Protein expression profiling of deep brain stimulation target areas. J Proteomics 2015; 127:395-405. [PMID: 25845585 DOI: 10.1016/j.jprot.2015.03.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2014] [Revised: 02/09/2015] [Accepted: 03/19/2015] [Indexed: 12/30/2022]
Abstract
UNLABELLED Deep brain stimulation (DBS) is a neurosurgical procedure that provides therapeutic benefits for movement and affective disorders. The nucleus basalis of Meynert (NBM) and substantia nigra (SN) are considered target areas to apply DBS. Even though the degeneration of NBM and SN underlies the cognitive decline observed in neurological diseases, the protein knowledge derived from both areas is scarce. We have characterized the proteome present in both subcortical brain areas using the Triple TOF 5600 mass spectrometer, identifying 2775 and 3469 proteoforms in NBM and SN respectively. Data mining of MS-generated proteomic data have revealed that: i) 675 proteins tend to localize to synaptic ending, ii) 61% of the global dataset is also present in human CSF and/or plasma, and iii) 894 proteins have not been previously identified in healthy brain by MS. The correlation of NBM and SN proteomic expression profiles with human brain transcriptome data available at Allen Brain Atlas has revealed protein evidence for 250 genes considered with brain-wide expression and 112 genes with region-specific expression in human brain. In addition, protein datasets have been classified according to their chromosomal origin, increasing the current proteome coverage in healthy human brain. BIOLOGICAL SIGNIFICANCE The nucleus basalis of Meynert and substantia nigra are brain areas of clinical interest to apply the deep brain stimulation (DBS) technology in neurosurgery. Our proteomic characterization has revealed 675 proteins involved in the regulation of synaptic transmission, electrical machinery, and neurotransmitter release in both DBS target areas. Moreover, 2599 identified proteins present capacity to be secreted to the CSF and plasma. Our data contribute to a further step towards the characterization of the anatomical atlas of the human brain proteome, detecting 652 proteins that are common between different basal ganglia structures. This article is part of a Special Issue entitled: HUPO 2014.
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Affiliation(s)
- Joaquín Fernández-Irigoyen
- ProteoRed-ISCIII, Proteomics Unit, Clinical Neuroproteomics Group, Navarrabiomed, Fundación Miguel Servet, Instituto de Investigación Sanitaria de Navarra (IDISNA), 31008 Pamplona, Spain
| | - María Victoria Zelaya
- ProteoRed-ISCIII, Proteomics Unit, Clinical Neuroproteomics Group, Navarrabiomed, Fundación Miguel Servet, Instituto de Investigación Sanitaria de Navarra (IDISNA), 31008 Pamplona, Spain; Neurological Tissue Bank, Navarrabiomed, Fundación Miguel Servet, 31008 Pamplona, Spain
| | - Estela Perez-Valderrama
- ProteoRed-ISCIII, Proteomics Unit, Clinical Neuroproteomics Group, Navarrabiomed, Fundación Miguel Servet, Instituto de Investigación Sanitaria de Navarra (IDISNA), 31008 Pamplona, Spain
| | - Enrique Santamaría
- ProteoRed-ISCIII, Proteomics Unit, Clinical Neuroproteomics Group, Navarrabiomed, Fundación Miguel Servet, Instituto de Investigación Sanitaria de Navarra (IDISNA), 31008 Pamplona, Spain.
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Dammer EB, Göttle M, Duong DM, Hanfelt J, Seyfried NT, Jinnah HA. Consequences of impaired purine recycling on the proteome in a cellular model of Lesch-Nyhan disease. Mol Genet Metab 2015; 114:570-579. [PMID: 25769394 PMCID: PMC4390545 DOI: 10.1016/j.ymgme.2015.02.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2015] [Revised: 02/24/2015] [Accepted: 02/24/2015] [Indexed: 12/20/2022]
Abstract
The importance of specific pathways of purine metabolism for normal brain function is highlighted by several inherited disorders, such as Lesch-Nyhan disease (LND). In this disorder, deficiency of the purine recycling enzyme, hypoxanthine-guanine phosphoribosyltransferase (HGprt), causes severe neurological and behavioral abnormalities. Despite many years of research, the mechanisms linking the defect in purine recycling to the neurobehavioral abnormalities remain unclear. In the current studies, an unbiased approach to the identification of potential mechanisms was undertaken by examining changes in protein expression in a model of HGprt deficiency based on the dopaminergic rat PC6-3 line, before and after differentiation with nerve growth factor (NGF). Protein expression profiles of 5 mutant sublines carrying different mutations affecting HGprt enzyme activity were compared to the HGprt-competent parent line using the method of stable isotopic labeling by amino acids in cell culture (SILAC) followed by denaturing gel electrophoresis with liquid chromatography and tandem mass spectrometry (LC-MS/MS) of tryptic digests, and subsequent identification of affected biochemical pathways using the Database for Annotation, Visualization and Integrated Discovery (DAVID) functional annotation chart analysis. The results demonstrate that HGprt deficiency causes broad changes in protein expression that depend on whether the cells are differentiated or not. Several of the pathways identified reflect predictable consequences of defective purine recycling. Other pathways were not anticipated, disclosing previously unknown connections with purine metabolism and novel insights into the pathogenesis of LND.
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Affiliation(s)
- Eric B. Dammer
- Department of Biochemistry, Emory University, Atlanta, GA
| | - Martin Göttle
- Department of Neurology, Emory University, Atlanta, GA
| | - Duc M. Duong
- Department of Biochemistry, Emory University, Atlanta, GA
| | - John Hanfelt
- Department of Biostatistics and Bioinformatics, Emory University, Atlanta, GA
| | | | - H. A. Jinnah
- Department of Neurology, Emory University, Atlanta, GA
- Department of Human Genetics & Pediatrics, Emory University, Atlanta, GA
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Fernandez-Irigoyen J, Labarga A, Zabaleta A, de Morentin XM, Perez-Valderrama E, Zelaya MV, Santamaria E. Toward defining the anatomo-proteomic puzzle of the human brain: An integrative analysis. Proteomics Clin Appl 2015; 9:796-807. [PMID: 25418211 DOI: 10.1002/prca.201400127] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2014] [Revised: 10/17/2014] [Accepted: 11/18/2014] [Indexed: 01/18/2023]
Abstract
The human brain is exceedingly complex, constituted by billions of neurons and trillions of synaptic connections that, in turn, define ∼900 neuroanatomical subdivisions in the adult brain (Hawrylycz et al. An anatomically comprehensive atlas of the human brain transcriptome. Nature 2012, 489, 391-399). The human brain transcriptome has revealed specific regional transcriptional signatures that are regulated in a spatiotemporal manner, increasing the complexity of the structural and molecular organization of this organ (Kang et al. Spatio-temporal transcriptome of the human brain. Nature 2011, 478, 483-489). During the last decade, neuroproteomics has emerged as a powerful approach to profile neural proteomes using shotgun-based MS, providing complementary information about protein content and function at a global level. Here, we revise recent proteome profiling studies performed in human brain, with special emphasis on proteome mapping of anatomical macrostructures, specific subcellular compartments, and cerebrospinal fluid. Moreover, we have performed an integrative functional analysis of the protein compilation derived from these large-scale human brain proteomic studies in order to obtain a comprehensive view of human brain biology. Finally, we also discuss the potential contribution of our meta-analysis to the Chromosome-centric Human Proteome Project initiative.
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Affiliation(s)
- Joaquín Fernandez-Irigoyen
- Clinical Neuroproteomics Group, Proteomics Unit, Proteored-ISCIII, Navarrabiomed, Fundación Miguel Servet, Pamplona, Spain
| | - Alberto Labarga
- Bioinformatics Unit, Navarrabiomed, Fundación Miguel Servet, Pamplona, Spain
| | - Aintzane Zabaleta
- Biofunctional Nanomaterials Laboratory, CIC Biomagune, San Sebastian, Spain
| | - Xabier Martínez de Morentin
- Clinical Neuroproteomics Group, Proteomics Unit, Proteored-ISCIII, Navarrabiomed, Fundación Miguel Servet, Pamplona, Spain
| | - Estela Perez-Valderrama
- Clinical Neuroproteomics Group, Proteomics Unit, Proteored-ISCIII, Navarrabiomed, Fundación Miguel Servet, Pamplona, Spain
| | | | - Enrique Santamaria
- Clinical Neuroproteomics Group, Proteomics Unit, Proteored-ISCIII, Navarrabiomed, Fundación Miguel Servet, Pamplona, Spain
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Dammer EB, Lee AK, Duong DM, Gearing M, Lah JJ, Levey AI, Seyfried NT. Quantitative phosphoproteomics of Alzheimer's disease reveals cross-talk between kinases and small heat shock proteins. Proteomics 2014; 15:508-519. [PMID: 25332170 DOI: 10.1002/pmic.201400189] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2014] [Revised: 09/22/2014] [Accepted: 10/15/2014] [Indexed: 12/20/2022]
Abstract
Abnormal phosphorylation contributes to the formation of neurofibrillary tangles in Alzheimer's disease (AD), but may play other signaling roles during AD pathogenesis. In this study, we employed IMAC followed by LC-MS/MS to identify phosphopeptides from eight individual AD and eight age-matched control postmortem human brain tissues. Using this approach, we identified 5569 phosphopeptides in frontal cortex across all 16 cases in which phosphopeptides represented 80% of all peptide spectral counts collected following IMAC enrichment. Marker selection identified 253 significantly altered phosphopeptides by precursor intensity, changed by at least 1.75-fold relative to controls, with an empirical false discovery rate below 7%. Approximately 21% of all significantly altered phosphopeptides in AD tissue were derived from tau. Of the other 142 proteins hyperphosphorylated in AD, membrane, synapse, cell junction, and alternatively spliced proteins were overrepresented. Of these, we validated differential phosphorylation of HSP 27 (HSPB1) and crystallin-alpha-B (CRYAB) as hyperphosphorylated by Western blotting. We further identified a network of phosphorylated kinases, which coenriched with phosphorylated small HSPs. This supports a hypothesis that a number of kinases are regulating and/or regulated by the small HSP folding network.
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Affiliation(s)
- Eric B Dammer
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Andrew K Lee
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Duc M Duong
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Marla Gearing
- Department of Pathology and Laboratory Medicine, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
| | - James J Lah
- Department of Neurology, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Allan I Levey
- Department of Neurology, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
| | - Nicholas T Seyfried
- Department of Biochemistry, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322.,Department of Neurology, Center for Neurodegenerative Disease, Emory University School of Medicine, Atlanta, Georgia 30322
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'Memory and molecular turnover,' 30 years after inception. Epigenetics Chromatin 2014; 7:37. [PMID: 25525471 PMCID: PMC4269865 DOI: 10.1186/1756-8935-7-37] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 11/28/2014] [Indexed: 12/28/2022] Open
Abstract
In 1984 Sir Francis Crick hypothesized that memory is recorded in the brain as reversible modifications to DNA and protein, but acknowledged that most biomolecules turn over too rapidly to account for long-term memories. To accommodate this possible paradox he modeled an enzymatic mechanism to maintain modifications on hemi-modified multimeric symmetrical molecules. While studies on the turnover of chromatin modifications that may be involved in memory are in their infancy, an exploration of his model in the light of modern epigenetics produced somewhat surprising results. The molecular turnover rates for two classes of chromatin modifications believed to record and store durable memories were approximated from experiments using diverse approaches and were found to be remarkably short. The half-lives of DNA cytosine methylation and post-translationally modified nucleosomal histones are measured in hours and minutes, respectively, for a subset of sites on chromatin controlling gene expression. It appears likely that the turnover of DNA methylation in the brain and in neurons, in particular, is even more rapid than in other cell types and organs, perhaps accommodating neuronal plasticity, learning, and memory. The machinery responsible for the rapid turnover of DNA methylation and nucleosomal histone modifications is highly complex, partially redundant, and appears to act in a sequence specific manner. Molecular symmetry plays an important part in maintaining site-specific turnover, but its particular role in memory maintenance is unknown. Elucidating Crick’s paradox, the contradiction between rapid molecular turnover of modified biomolecules and long-term memory storage, appears fundamental to understanding cognitive function and neurodegenerative disease.
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Yu P, McKinney EC, Kandasamy MM, Albert AL, Meagher RB. Characterization of brain cell nuclei with decondensed chromatin. Dev Neurobiol 2014; 75:738-56. [PMID: 25369517 DOI: 10.1002/dneu.22245] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2014] [Revised: 10/22/2014] [Accepted: 10/30/2014] [Indexed: 12/14/2022]
Abstract
Although multipotent cell types have enlarged nuclei with decondensed chromatin, this property has not been exploited to enhance the characterization of neural progenitor cell (NPC) populations in the brain. We found that mouse brain cell nuclei that expressed exceptionally high levels of the pan neuronal marker NeuN/FOX3 (NeuN-High) had decondensed chromatin relative to most NeuN-Low or NeuN-Neg (negative) nuclei. Purified NeuN-High nuclei expressed significantly higher levels of transcripts encoding markers of neurogenesis, neuroplasticity, and learning and memory (ARC, BDNF, ERG1, HOMER1, NFL/NEF1, SYT1), subunits of chromatin modifying machinery (SIRT1, HDAC1, HDAC2, HDAC11, KAT2B, KAT3A, KAT3B, KAT5, DMNT1, DNMT3A, Gadd45a, Gadd45b) and markers of NPC and cell cycle activity (BRN2, FOXG1, KLF4, c-MYC, OCT4, PCNA, SHH, SOX2) relative to neuronal NeuN-Low or to mostly non-neuronal NeuN-Neg nuclei. NeuN-High nuclei expressed higher levels of HDAC1, 2, 4, and 5 proteins. The cortex, hippocampus, hypothalamus, thalamus, and nucleus accumbens contained high percentages of large decondensed NeuN-High nuclei, while the cerebellum, and pons contained very few. NeuN-High nuclei have the properties consistent with their being derived from extremely active neurons with elevated rates of chromatin modification and/or NPC-like cells with multilineage developmental potential. The further analysis of decondensed neural cell nuclei should provide novel insights into neurobiology and neurodegenerative disease.
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Affiliation(s)
- Ping Yu
- Department of Genetics, University of Georgia, Davison Life Sciences Building, Athens, Georgia, 30602
| | - Elizabeth C McKinney
- Department of Genetics, University of Georgia, Davison Life Sciences Building, Athens, Georgia, 30602
| | - Muthugapatti M Kandasamy
- Department of Genetics, University of Georgia, Davison Life Sciences Building, Athens, Georgia, 30602
| | | | - Richard B Meagher
- Department of Genetics, University of Georgia, Davison Life Sciences Building, Athens, Georgia, 30602
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Plum S, Steinbach S, Abel L, Marcus K, Helling S, May C. Proteomics in neurodegenerative diseases: Methods for obtaining a closer look at the neuronal proteome. Proteomics Clin Appl 2014; 9:848-71. [DOI: 10.1002/prca.201400030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 06/25/2014] [Accepted: 09/03/2014] [Indexed: 12/12/2022]
Affiliation(s)
- Sarah Plum
- Medizinisches Proteom-Center; Funktionelle Proteomik; Ruhr-Universität Bochum; Bochum Germany
| | - Simone Steinbach
- Medizinisches Proteom-Center; Medical Proteomics/Bioanalytics; Ruhr-Universität Bochum; Bochum Germany
| | - Laura Abel
- Medizinisches Proteom-Center; Medical Proteomics/Bioanalytics; Ruhr-Universität Bochum; Bochum Germany
| | - Katrin Marcus
- Medizinisches Proteom-Center; Funktionelle Proteomik; Ruhr-Universität Bochum; Bochum Germany
| | - Stefan Helling
- Medizinisches Proteom-Center; Funktionelle Proteomik; Ruhr-Universität Bochum; Bochum Germany
| | - Caroline May
- Medizinisches Proteom-Center; Medical Proteomics/Bioanalytics; Ruhr-Universität Bochum; Bochum Germany
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Lotan A, Fenckova M, Bralten J, Alttoa A, Dixson L, Williams RW, van der Voet M. Neuroinformatic analyses of common and distinct genetic components associated with major neuropsychiatric disorders. Front Neurosci 2014; 8:331. [PMID: 25414627 PMCID: PMC4222236 DOI: 10.3389/fnins.2014.00331] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2014] [Accepted: 10/01/2014] [Indexed: 12/11/2022] Open
Abstract
Major neuropsychiatric disorders are highly heritable, with mounting evidence suggesting that these disorders share overlapping sets of molecular and cellular underpinnings. In the current article we systematically test the degree of genetic commonality across six major neuropsychiatric disorders-attention deficit hyperactivity disorder (ADHD), anxiety disorders (Anx), autistic spectrum disorders (ASD), bipolar disorder (BD), major depressive disorder (MDD), and schizophrenia (SCZ). We curated a well-vetted list of genes based on large-scale human genetic studies based on the NHGRI catalog of published genome-wide association studies (GWAS). A total of 180 genes were accepted into the analysis on the basis of low but liberal GWAS p-values (<10(-5)). 22% of genes overlapped two or more disorders. The most widely shared subset of genes-common to five of six disorders-included ANK3, AS3MT, CACNA1C, CACNB2, CNNM2, CSMD1, DPCR1, ITIH3, NT5C2, PPP1R11, SYNE1, TCF4, TENM4, TRIM26, and ZNRD1. Using a suite of neuroinformatic resources, we showed that many of the shared genes are implicated in the postsynaptic density (PSD), expressed in immune tissues and co-expressed in developing human brain. Using a translational cross-species approach, we detected two distinct genetic components that were both shared by each of the six disorders; the 1st component is involved in CNS development, neural projections and synaptic transmission, while the 2nd is implicated in various cytoplasmic organelles and cellular processes. Combined, these genetic components account for 20-30% of the genetic load. The remaining risk is conferred by distinct, disorder-specific variants. Our systematic comparative analysis of shared and unique genetic factors highlights key gene sets and molecular processes that may ultimately translate into improved diagnosis and treatment of these debilitating disorders.
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Affiliation(s)
- Amit Lotan
- Department of Adult Psychiatry and the Biological Psychiatry Laboratory, Hadassah-Hebrew University Medical Center Jerusalem, Israel
| | - Michaela Fenckova
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands
| | - Janita Bralten
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands ; Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands
| | - Aet Alttoa
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Neurobiology Program, University of Würzburg Würzburg, Germany
| | - Luanna Dixson
- Department of Psychiatry and Psychotherapy, Medical Faculty Mannheim, Central Institute of Mental Health, University of Heidelberg Mannheim, Germany
| | - Robert W Williams
- Department of Genetics, Genomics and Informatics, Center for Integrative and Translational Genomics, University of Tennessee Health Science Center Memphis, TN, USA
| | - Monique van der Voet
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center Nijmegen, Netherlands
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