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Liu SX, Ramakrishnan A, Shen L, Gewirtz JC, Georgieff MK, Tran PV. Chromatin accessibility and H3K9me3 landscapes reveal long-term epigenetic effects of fetal-neonatal iron deficiency in rat hippocampus. BMC Genomics 2024; 25:301. [PMID: 38515015 PMCID: PMC10956188 DOI: 10.1186/s12864-024-10230-4] [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: 08/02/2023] [Accepted: 03/15/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Iron deficiency (ID) during the fetal-neonatal period results in long-term neurodevelopmental impairments associated with pervasive hippocampal gene dysregulation. Prenatal choline supplementation partially normalizes these effects, suggesting an interaction between iron and choline in hippocampal transcriptome regulation. To understand the regulatory mechanisms, we investigated epigenetic marks of genes with altered chromatin accessibility (ATAC-seq) or poised to be repressed (H3K9me3 ChIP-seq) in iron-repleted adult rats having experienced fetal-neonatal ID exposure with or without prenatal choline supplementation. RESULTS Fetal-neonatal ID was induced by limiting maternal iron intake from gestational day (G) 2 through postnatal day (P) 7. Half of the pregnant dams were given supplemental choline (5.0 g/kg) from G11-18. This resulted in 4 groups at P65 (Iron-sufficient [IS], Formerly Iron-deficient [FID], IS with choline [ISch], and FID with choline [FIDch]). Hippocampi were collected from P65 iron-repleted male offspring and analyzed for chromatin accessibility and H3K9me3 enrichment. 22% and 24% of differentially transcribed genes in FID- and FIDch-groups, respectively, exhibited significant differences in chromatin accessibility, whereas 1.7% and 13% exhibited significant differences in H3K9me3 enrichment. These changes mapped onto gene networks regulating synaptic plasticity, neuroinflammation, and reward circuits. Motif analysis of differentially modified genomic sites revealed significantly stronger choline effects than early-life ID and identified multiple epigenetically modified transcription factor binding sites. CONCLUSIONS This study reveals genome-wide, stable epigenetic changes and epigenetically modifiable gene networks associated with specific chromatin marks in the hippocampus, and lays a foundation to further elucidate iron-dependent epigenetic mechanisms that underlie the long-term effects of fetal-neonatal ID, choline, and their interactions.
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Affiliation(s)
- Shirelle X Liu
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, 55455, USA
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | | | - Li Shen
- Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Jonathan C Gewirtz
- Department of Psychology, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Michael K Georgieff
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Phu V Tran
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, 55455, USA.
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2
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Hamilton PJ, Lim CJ, Nestler EJ, Heller EA. Neuroepigenetic Editing. Methods Mol Biol 2024; 2842:129-152. [PMID: 39012593 PMCID: PMC11520296 DOI: 10.1007/978-1-0716-4051-7_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Epigenetic regulation is intrinsic to basic neurobiological function as well as neurological disease. Regulation of chromatin-modifying enzymes in the brain is critical during both development and adulthood and in response to external stimuli. Biochemical studies are complemented by numerous next-generation sequencing (NGS) studies that quantify global changes in gene expression, chromatin accessibility, histone and DNA modifications in neurons and glial cells. Neuroepigenetic editing tools are essential to distinguish between the mere presence and functional relevance of histone and DNA modifications to gene transcription in the brain and animal behavior. This review discusses current advances in neuroepigenetic editing, highlighting methodological considerations pertinent to neuroscience, such as delivery methods and the spatiotemporal specificity of editing and it demonstrates the enormous potential of epigenetic editing for basic neurobiological research and therapeutic application.
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Affiliation(s)
- Peter J Hamilton
- Department of Anatomy & Neurobiology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Carissa J Lim
- Department of Systems Pharmacology and Translational Therapeutics, The University of Pennsylvania, Philadelphia, PA, USA
| | - Eric J Nestler
- The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Elizabeth A Heller
- Department of Systems Pharmacology and Translational Therapeutics, The University of Pennsylvania, Philadelphia, PA, USA.
- Department of Systems Pharmacology and Translational Therapeutics, Institute for Translational Medicine and Therapeutics, Philadelphia, PA, USA.
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3
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Falconnier C, Caparros-Roissard A, Decraene C, Lutz PE. Functional genomic mechanisms of opioid action and opioid use disorder: a systematic review of animal models and human studies. Mol Psychiatry 2023; 28:4568-4584. [PMID: 37723284 PMCID: PMC10914629 DOI: 10.1038/s41380-023-02238-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 08/17/2023] [Accepted: 08/24/2023] [Indexed: 09/20/2023]
Abstract
In the past two decades, over-prescription of opioids for pain management has driven a steep increase in opioid use disorder (OUD) and death by overdose, exerting a dramatic toll on western countries. OUD is a chronic relapsing disease associated with a lifetime struggle to control drug consumption, suggesting that opioids trigger long-lasting brain adaptations, notably through functional genomic and epigenomic mechanisms. Current understanding of these processes, however, remain scarce, and have not been previously reviewed systematically. To do so, the goal of the present work was to synthesize current knowledge on genome-wide transcriptomic and epigenetic mechanisms of opioid action, in primate and rodent species. Using a prospectively registered methodology, comprehensive literature searches were completed in PubMed, Embase, and Web of Science. Of the 2709 articles identified, 73 met our inclusion criteria and were considered for qualitative analysis. Focusing on the 5 most studied nervous system structures (nucleus accumbens, frontal cortex, whole striatum, dorsal striatum, spinal cord; 44 articles), we also conducted a quantitative analysis of differentially expressed genes, in an effort to identify a putative core transcriptional signature of opioids. Only one gene, Cdkn1a, was consistently identified in eleven studies, and globally, our results unveil surprisingly low consistency across published work, even when considering most recent single-cell approaches. Analysis of sources of variability detected significant contributions from species, brain structure, duration of opioid exposure, strain, time-point of analysis, and batch effects, but not type of opioid. To go beyond those limitations, we leveraged threshold-free methods to illustrate how genome-wide comparisons may generate new findings and hypotheses. Finally, we discuss current methodological development in the field, and their implication for future research and, ultimately, better care.
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Affiliation(s)
- Camille Falconnier
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France
| | - Alba Caparros-Roissard
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France
| | - Charles Decraene
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France
- Centre National de la Recherche Scientifique, Université de Strasbourg, Laboratoire de Neurosciences Cognitives et Adaptatives UMR 7364, 67000, Strasbourg, France
| | - Pierre-Eric Lutz
- Centre National de la Recherche Scientifique, Université de Strasbourg, Institut des Neurosciences Cellulaires et Intégratives UPR 3212, 67000, Strasbourg, France.
- Douglas Mental Health University Institute, Montreal, QC, Canada.
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4
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Cell-type specific profiling of histone post-translational modifications in the adult mouse striatum. Nat Commun 2022; 13:7720. [PMID: 36513652 PMCID: PMC9747932 DOI: 10.1038/s41467-022-35384-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 11/25/2022] [Indexed: 12/15/2022] Open
Abstract
Epigenetic gene regulation in the heterogeneous brain remains challenging to decipher with current strategies. Bulk tissue analysis from pooled subjects reflects the average of cell-type specific changes across cell-types and individuals, which obscures causal relationships between epigenetic modifications, regulation of gene expression, and complex pathology. To address these limitations, we optimized a hybrid protocol, ICuRuS, for the isolation of nuclei tagged in specific cell-types and histone post translational modification profiling from the striatum of a single mouse. We combined affinity-based isolation of the medium spiny neuron subtypes, Adenosine 2a Receptor or Dopamine Receptor D1, with cleavage of histone-DNA complexes using an antibody-targeted micrococcal nuclease to release DNA complexes for paired end sequencing. Unlike fluorescence activated cell sorting paired with chromatin immunoprecipitation, ICuRuS allowed for robust epigenetic profiling at cell-type specific resolution. Our analysis provides a framework to understand combinatorial relationships between neuronal-subtype-specific epigenetic modifications and gene expression.
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5
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Kilzheimer A, Hentrich T, Rotermund C, Kahle PJ, Schulze-Hentrich JM. Failure of diet-induced transcriptional adaptations in alpha-synuclein transgenic mice. Hum Mol Genet 2022; 32:450-461. [PMID: 36001352 PMCID: PMC9851747 DOI: 10.1093/hmg/ddac205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 08/03/2022] [Accepted: 08/17/2022] [Indexed: 01/24/2023] Open
Abstract
Nutritional influences have been discussed as potential modulators of Parkinson's disease (PD) pathology through various epidemiological and physiological studies. In animal models, a high-fat diet (HFD) with greater intake of lipid-derived calories leads to accelerated disease onset and progression. The underlying molecular mechanisms of HFD-induced aggravated pathology, however, remain largely unclear. In this study, we aimed to further illuminate the effects of a fat-enriched diet in PD by examining the brainstem and hippocampal transcriptome of alpha-synuclein transgenic mice exposed to a life-long HFD. Investigating individual transcript isoforms, differential gene expression and co-expression clusters, we observed that transcriptional differences between wild-type (WT) and transgenic animals intensified in both regions under HFD. Both brainstem and hippocampus displayed strikingly similar transcriptomic perturbation patterns. Interestingly, expression differences resulted mainly from responses in WT animals to HFD, while these genes remained largely unchanged or were even slightly oppositely regulated by diet in transgenic animals. Genes and co-expressed gene groups exhibiting this dysregulation were linked to metabolic and mitochondrial pathways. Our findings propose the failure of metabolic adaptions as the potential explanation for accelerated disease unfolding under exposure to HFD. From the identified clusters of co-expressed genes, several candidates lend themselves to further functional investigations.
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Affiliation(s)
| | | | - Carola Rotermund
- Laboratory of Functional Neurogenetics, Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, 72074 Tübingen, Germany,German Center for Neurodegenerative Diseases (DZNE), 72074 Tübingen, Germany
| | - Philipp J Kahle
- Laboratory of Functional Neurogenetics, Department of Neurodegeneration, Hertie Institute for Clinical Brain Research, University of Tübingen, 72074 Tübingen, Germany
| | - Julia M Schulze-Hentrich
- To whom correspondence should be addressed at: Calwerstr. 7, 72076 Tübingen, Germany. Tel: +49-7071-2972276; Fax: +49-7071-29-5171;
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6
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Pena-Ortiz MA, Shafiq S, Rowland ME, Bérubé NG. Selective isolation of mouse glial nuclei optimized for reliable downstream omics analyses. J Neurosci Methods 2022; 369:109480. [PMID: 35026308 DOI: 10.1016/j.jneumeth.2022.109480] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 01/06/2022] [Accepted: 01/07/2022] [Indexed: 01/08/2023]
Abstract
BACKGROUND Isolation of cell types of interest from the brain for molecular applications presents several challenges, including cellular damage during tissue dissociation or enrichment procedures, and low cell number in the tissue in some cases. Techniques have been developed to enrich distinct cell populations using immunopanning or fluorescence activated cell/nuclei sorting. However, these techniques often involve fixation, immunolabeling and DNA staining steps, which could potentially influence downstream omics applications. NEW METHOD Taking advantage of readily available genetically modified mice with fluorescent-tagged nuclei, we describe a technique for the purification of cell-type specific brain nuclei, optimized to decrease sample preparation time and to limit potential artefacts for downstream omics applications. We demonstrate the applicability of this approach for the purification of glial cell nuclei and show that the resulting cell-type specific nuclei obtained can be used effectively for omics applications, including ATAC-seq and RNA-seq. RESULTS We demonstrate excellent enrichment of fluorescently-tagged glial nuclei, yielding high quality RNA and chromatin. We identify several critical steps during nuclei isolation that help limit nuclei rupture and clumping, including quick homogenization, dilution before filtration and loosening of the pellet before resuspension, thus improving yield. Sorting of fluorescent nuclei can be achieved without fixation, antibody labelling, or DAPI staining, reducing potential artifactual results in RNA-seq and ATAC-seq analyses. We show that reproducible glial cell type-specific profiles can be obtained in transcriptomic and chromatin accessibility assays using this rapid protocol. COMPARISON WITH EXISTING METHODS Our method allows for rapid enrichment of glial nuclei populations from the mouse brain with minimal processing steps, while still providing high quality RNA and chromatin required for reliable omics analyses. CONCLUSIONS We provide a reproducible method to obtain nucleic material from glial cells in the mouse brain with a quick and limited sample preparation.
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Affiliation(s)
- Miguel A Pena-Ortiz
- Departments of Anatomy and Cell Biology, Paediatrics, and Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada; Division of Genetics and Development, Children's Health Research Institute, London, ON, Canada
| | - Sarfraz Shafiq
- Departments of Anatomy and Cell Biology, Paediatrics, and Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada; Division of Genetics and Development, Children's Health Research Institute, London, ON, Canada
| | - Megan E Rowland
- Department of Biochemistry and Molecular Biology, The University of British Columbia, Vancouver, BC, Canada
| | - Nathalie G Bérubé
- Departments of Anatomy and Cell Biology, Paediatrics, and Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada; Division of Genetics and Development, Children's Health Research Institute, London, ON, Canada.
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7
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Lisoway AJ, Chen CC, Zai CC, Tiwari AK, Kennedy JL. Toward personalized medicine in schizophrenia: Genetics and epigenetics of antipsychotic treatment. Schizophr Res 2021; 232:112-124. [PMID: 34049235 DOI: 10.1016/j.schres.2021.05.010] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 04/30/2021] [Accepted: 05/02/2021] [Indexed: 12/21/2022]
Abstract
Schizophrenia is a complex psychiatric disorder where genetic, epigenetic, and environmental factors play a role in disease onset, course of illness, and treatment outcome. Pharmaco(epi)genetic research presents an important opportunity to improve patient care through prediction of medication side effects and response. In this narrative review, we discuss the current state of research and important progress of both genetic and epigenetic factors involved in antipsychotic response, over the past five years. The review is largely focused on the following frequently prescribed antipsychotics: olanzapine, risperidone, aripiprazole, and clozapine. Several consistent pharmacogenetic findings have emerged, in particular pharmacokinetic genes (primarily cytochrome P450 enzymes) and pharmacodynamic genes involving dopamine, serotonin, and glutamate neurotransmission. In addition to studies analysing DNA sequence variants, there are also several pharmacoepigenetic studies of antipsychotic response that have focused on the measurement of DNA methylation. Although pharmacoepigenetics is still in its infancy, consideration of both genetic and epigenetic factors contributing to antipsychotic response and side effects no doubt will be increasingly important in personalized medicine. We provide recommendations for next steps in research and clinical evaluation.
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Affiliation(s)
- Amanda J Lisoway
- Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Institute of Medical Science, University of Toronto, Canada
| | - Cheng C Chen
- Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Institute of Medical Science, University of Toronto, Canada
| | - Clement C Zai
- Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Institute of Medical Science, University of Toronto, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Canada
| | - Arun K Tiwari
- Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Department of Psychiatry, University of Toronto, Canada
| | - James L Kennedy
- Molecular Brain Science Department, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada; Institute of Medical Science, University of Toronto, Canada; Department of Psychiatry, University of Toronto, Canada.
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8
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Abstract
A growing body of evidence from the past 15 years implicates epigenetic mechanisms in the behavioral effects of addictive drugs. The main focus of these studies has been epigenetic mechanisms of psychomotor sensitization and drug reinforcement, as assessed by the conditioned place preference and drug self-administration procedures. Some of these studies have documented long-lasting changes in the expression of epigenetic enzymes and molecules that persist for weeks after the last drug exposure. These observations have inspired more recent investigations on the epigenetic mechanisms of relapse to drug seeking after prolonged abstinence. Here, we review studies that have examined epigenetic mechanisms (e.g., histone modifications, chromatin remodeler-associated modifications, and DNA methylation) that contribute to relapse to cocaine, amphetamine, methamphetamine, morphine, heroin, nicotine, or alcohol seeking, as assessed in rodent models. We first provide a brief overview of studies that have examined persistent epigenetic changes in the brain after prolonged abstinence from noncontingent drug exposure or drug self-administration. Next, we review studies on the effect of either systemic or brain site-specific epigenetic manipulations on the reinstatement of drug-conditioned place preference after extinction of the learned preference, the reinstatement of drug seeking after operant drug self-administration and extinction of the drug-reinforced responding, and the incubation of drug craving (the time-dependent increase in drug seeking after cessation of drug self-administration). We conclude by discussing the implications of these studies for understanding mechanisms contributing to persistent relapse vulnerability after prolonged abstinence. We also discuss the implications of these results for translational research on the potential use of systemically administered epigenetic enzyme inhibitors for relapse prevention in human drug users.
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9
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Lawler AJ, Brown AR, Bouchard RS, Toong N, Kim Y, Velraj N, Fox G, Kleyman M, Kang B, Gittis AH, Pfenning AR. Cell Type-Specific Oxidative Stress Genomic Signatures in the Globus Pallidus of Dopamine-Depleted Mice. J Neurosci 2020; 40:9772-9783. [PMID: 33188066 PMCID: PMC7726543 DOI: 10.1523/jneurosci.1634-20.2020] [Citation(s) in RCA: 10] [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: 06/25/2020] [Revised: 08/23/2020] [Accepted: 08/27/2020] [Indexed: 12/23/2022] Open
Abstract
Neuron subtype dysfunction is a key contributor to neurologic disease circuits, but identifying associated gene regulatory pathways is complicated by the molecular complexity of the brain. For example, parvalbumin-expressing (PV+) neurons in the external globus pallidus (GPe) are critically involved in the motor deficits of dopamine-depleted mouse models of Parkinson's disease, where cell type-specific optogenetic stimulation of PV+ neurons over other neuron populations rescues locomotion. Despite the distinct roles these cell types play in the neural circuit, the molecular correlates remain unknown because of the difficulty of isolating rare neuron subtypes. To address this issue, we developed a new viral affinity purification strategy, Cre-Specific Nuclear Anchored Independent Labeling, to isolate Cre recombinase-expressing (Cre+) nuclei from the adult mouse brain. Applying this technology, we performed targeted assessments of the cell type-specific transcriptomic and epigenetic effects of dopamine depletion on PV+ and PV- cells within three brain regions of male and female mice: GPe, striatum, and cortex. We found GPe PV+ neuron-specific gene expression changes that suggested increased hypoxia-inducible factor 2α signaling. Consistent with transcriptomic data, regions of open chromatin affected by dopamine depletion within GPe PV+ neurons were enriched for hypoxia-inducible factor family binding motifs. The gene expression and epigenomic experiments performed on PV+ neurons isolated by Cre-Specific Nuclear Anchored Independent Labeling identified a transcriptional regulatory network mediated by the neuroprotective factor Hif2a as underlying neural circuit differences in response to dopamine depletion.SIGNIFICANCE STATEMENT Cre-Specific Nuclear Anchored Independent Labeling is an enhanced, virus-based approach to isolate nuclei of a specific cell type for transcriptome and epigenome interrogation that decreases dependency on transgenic animals. Applying this technology to GPe parvalbumin-expressing neurons in a mouse model of Parkinson's disease, we discovered evidence for an upregulation of the oxygen homeostasis maintaining pathway involving Hypoxia-inducible factor 2α. These results provide new insight into how neuron subtypes outside the substantia nigra pars compacta may be compensating at a molecular level for differences in the motor production neural circuit during the progression of Parkinson's disease. Furthermore, they emphasize the utility of cell type-specific technologies, such as Cre-Specific Nuclear Anchored Independent Labeling, for isolated assessment of specific neuron subtypes in complex systems.
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Affiliation(s)
- Alyssa J Lawler
- Computational Biology
- Biological Sciences
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Ashley R Brown
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Rachel S Bouchard
- Biological Sciences
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Noelle Toong
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Yeonju Kim
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Nitinram Velraj
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Grant Fox
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Michael Kleyman
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Byungsoo Kang
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Aryn H Gittis
- Biological Sciences
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
| | - Andreas R Pfenning
- Computational Biology
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213
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10
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Hentrich T, Wassouf Z, Riess O, Schulze-Hentrich JM. SNCA overexpression disturbs hippocampal gene expression trajectories in midlife. Aging (Albany NY) 2019; 10:4024-4041. [PMID: 30543522 PMCID: PMC6326667 DOI: 10.18632/aging.101691] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 11/29/2018] [Indexed: 02/06/2023]
Abstract
Synucleinopathies like Parkinson's disease and dementia with Lewy bodies originate from a complex and still largely enigmatic interplay of genetic predisposition, age, and environmental factors. While progressively declining motor functions hallmark late-life symptoms, first signs of the disease often surface already decades earlier during midlife. To better understand early disease stages with respect to the genetic, temporal, and environmental dimension, we interrogated hippocampal transcriptome data obtained during midlife for a mouse model overexpressing human SNCA, a pivotal gene in synucleinopathies, under different environments. To relate differentially expressed genes to human, we integrated expression signatures for aging and Parkinson's disease. We identified two distinctive modes of age-dependent disturbances: First, cellular processes seemingly activated too early that reflected advanced stages of age and, second, typical longitudinal adaptations of the system that no longer occurred during midlife. Environmental enrichment prevented both disturbances modes despite persistent SNCA overload. Together, our results caution the view that expression changes characterising early stages of SNCA-related pathology reflect accelerated aging alone. Instead, we provide evidence that failure to undergo healthy adaptions during midlife represents a second origin of disturbances. This bimodal disturbance principle could inform therapeutic efforts to distinguish between preventive and restorative attempts to target the disease.
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Affiliation(s)
- Thomas Hentrich
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Zinah Wassouf
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
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Kang J, Daines JR, Warren AN, Cowan ML. Epigenetics for the 21st-Century Biology Student. JOURNAL OF MICROBIOLOGY & BIOLOGY EDUCATION 2019; 20:jmbe-20-56. [PMID: 31890078 PMCID: PMC6914348 DOI: 10.1128/jmbe.v20i3.1687] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 09/16/2019] [Indexed: 06/10/2023]
Abstract
Epigenetics, a rapidly emerging biological science, investigates changes in gene expression without any change to the primary DNA sequence. Epigenetics plays an important role in diverse areas, including nutritional sciences, psychology, and environmental sciences. In addition, epigenetic phenomena are closely implicated in various diseases, including cancer and neurological disorders. Even though the importance of epigenetics has been widely discussed in the literature, there is no quantitative assessment on the development of epigenetics. In this paper, we show our metadata analysis of PubMed to quantitatively measure the temporal development of epigenetics. Our analysis indicates that the publication volume of epigenetics will reach 20.7% of all genetics paper in 10 years (year 2029). Based on our analysis, we suggest that epigenetics be added to the biology undergraduate curriculum.
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Affiliation(s)
- Jonghoon Kang
- Corresponding author. Mailing address: Department of Biology, 1500 N. Patterson St., Valdosta State University, Valdosta, GA 31698. Phone: 229-333-7140. E-mail:
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12
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Short AK, Baram TZ. Early-life adversity and neurological disease: age-old questions and novel answers. Nat Rev Neurol 2019; 15:657-669. [PMID: 31530940 PMCID: PMC7261498 DOI: 10.1038/s41582-019-0246-5] [Citation(s) in RCA: 116] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2019] [Indexed: 12/24/2022]
Abstract
Neurological illnesses, including cognitive impairment, memory decline and dementia, affect over 50 million people worldwide, imposing a substantial burden on individuals and society. These disorders arise from a combination of genetic, environmental and experiential factors, with the latter two factors having the greatest impact during sensitive periods in development. In this Review, we focus on the contribution of adverse early-life experiences to aberrant brain maturation, which might underlie vulnerability to cognitive brain disorders. Specifically, we draw on recent robust discoveries from diverse disciplines, encompassing human studies and experimental models. These discoveries suggest that early-life adversity, especially in the perinatal period, influences the maturation of brain circuits involved in cognition. Importantly, new findings suggest that fragmented and unpredictable environmental and parental signals comprise a novel potent type of adversity, which contributes to subsequent vulnerabilities to cognitive illnesses via mechanisms involving disordered maturation of brain 'wiring'.
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Affiliation(s)
- Annabel K Short
- Departments of Anatomy and Neruobiology, University of California-Irvine, Irvine, CA, USA
- Departments of Pediatrics, University of California-Irvine, Irvine, CA, USA
| | - Tallie Z Baram
- Departments of Anatomy and Neruobiology, University of California-Irvine, Irvine, CA, USA.
- Departments of Pediatrics, University of California-Irvine, Irvine, CA, USA.
- Departments of Neurology, University of California-Irvine, Irvine, CA, USA.
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13
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Li J, Wang GZ. Application of Computational Biology to Decode Brain Transcriptomes. GENOMICS PROTEOMICS & BIOINFORMATICS 2019; 17:367-380. [PMID: 31655213 PMCID: PMC6943780 DOI: 10.1016/j.gpb.2019.03.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Revised: 02/21/2019] [Accepted: 03/15/2019] [Indexed: 01/03/2023]
Abstract
The rapid development of high-throughput sequencing technologies has generated massive valuable brain transcriptome atlases, providing great opportunities for systematically investigating gene expression characteristics across various brain regions throughout a series of developmental stages. Recent studies have revealed that the transcriptional architecture is the key to interpreting the molecular mechanisms of brain complexity. However, our knowledge of brain transcriptional characteristics remains very limited. With the immense efforts to generate high-quality brain transcriptome atlases, new computational approaches to analyze these high-dimensional multivariate data are greatly needed. In this review, we summarize some public resources for brain transcriptome atlases and discuss the general computational pipelines that are commonly used in this field, which would aid in making new discoveries in brain development and disorders.
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Affiliation(s)
- Jie Li
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Guang-Zhong Wang
- CAS Key Laboratory of Computational Biology, CAS-MPG Partner Institute for Computational Biology, Shanghai Institute of Nutrition and Health, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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14
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Egervari G, Kozlenkov A, Dracheva S, Hurd YL. Molecular windows into the human brain for psychiatric disorders. Mol Psychiatry 2019; 24:653-673. [PMID: 29955163 PMCID: PMC6310674 DOI: 10.1038/s41380-018-0125-2] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 05/14/2018] [Accepted: 06/05/2018] [Indexed: 12/20/2022]
Abstract
Delineating the pathophysiology of psychiatric disorders has been extremely challenging but technological advances in recent decades have facilitated a deeper interrogation of molecular processes in the human brain. Initial candidate gene expression studies of the postmortem brain have evolved into genome wide profiling of the transcriptome and the epigenome, a critical regulator of gene expression. Here, we review the potential and challenges of direct molecular characterization of the postmortem human brain, and provide a brief overview of recent transcriptional and epigenetic studies with respect to neuropsychiatric disorders. Such information can now be leveraged and integrated with the growing number of genome-wide association databases to provide a functional context of trait-associated genetic variants linked to psychiatric illnesses and related phenotypes. While it is clear that the field is still developing and challenges remain to be surmounted, these recent advances nevertheless hold tremendous promise for delineating the neurobiological underpinnings of mental diseases and accelerating the development of novel medication strategies.
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Affiliation(s)
- Gabor Egervari
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Addiction Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, School of Medicine at Mount Sinai, New York, NY, USA
- Epigenetics Institute and Department of Cell and Developmental Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Alexey Kozlenkov
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | - Stella Dracheva
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Friedman Brain Institute, School of Medicine at Mount Sinai, New York, NY, USA
- James J. Peters VA Medical Center, Bronx, NY, USA
| | - Yasmin L Hurd
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Addiction Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Friedman Brain Institute, School of Medicine at Mount Sinai, New York, NY, USA.
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15
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Agrawal P, Chung P, Heberlein U, Kent C. Enabling cell-type-specific behavioral epigenetics in Drosophila: a modified high-yield INTACT method reveals the impact of social environment on the epigenetic landscape in dopaminergic neurons. BMC Biol 2019; 17:30. [PMID: 30967153 PMCID: PMC6456965 DOI: 10.1186/s12915-019-0646-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Accepted: 03/07/2019] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Epigenetic mechanisms play fundamental roles in brain function and behavior and stressors such as social isolation can alter animal behavior via epigenetic mechanisms. However, due to cellular heterogeneity, identifying cell-type-specific epigenetic changes in the brain is challenging. Here, we report the first use of a modified isolation of nuclei tagged in specific cell type (INTACT) method in behavioral epigenetics of Drosophila melanogaster, a method we call mini-INTACT. RESULTS Using ChIP-seq on mini-INTACT purified dopaminergic nuclei, we identified epigenetic signatures in socially isolated and socially enriched Drosophila males. Social experience altered the epigenetic landscape in clusters of genes involved in transcription and neural function. Some of these alterations could be predicted by expression changes of four transcription factors and the prevalence of their binding sites in several clusters. These transcription factors were previously identified as activity-regulated genes, and their knockdown in dopaminergic neurons reduced the effects of social experience on sleep. CONCLUSIONS Our work enables the use of Drosophila as a model for cell-type-specific behavioral epigenetics and establishes that social environment shifts the epigenetic landscape in dopaminergic neurons. Four activity-related transcription factors are required in dopaminergic neurons for the effects of social environment on sleep.
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Affiliation(s)
- Pavan Agrawal
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA.
| | - Phuong Chung
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA
| | - Ulrike Heberlein
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA
| | - Clement Kent
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA, USA.
- Department of Biology, York University, Toronto, Canada.
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16
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Nestler EJ, Lüscher C. The Molecular Basis of Drug Addiction: Linking Epigenetic to Synaptic and Circuit Mechanisms. Neuron 2019; 102:48-59. [PMID: 30946825 PMCID: PMC6587180 DOI: 10.1016/j.neuron.2019.01.016] [Citation(s) in RCA: 194] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Revised: 01/01/2019] [Accepted: 01/10/2019] [Indexed: 12/22/2022]
Abstract
Addiction is a disease in which, after a period of recreational use, a subset of individuals develops compulsive use that does not stop even in light of major negative consequences. Here, we review the evidence for underlying epigenetic remodeling in brain in two settings. First, excessive dopamine signaling during drug use may modulate gene expression, altering synaptic function and circuit activity and leading over time to maladaptive behaviors in vulnerable individuals. Second, on a longer timescale, life experience can shape the epigenetic landscape in brain and thereby may contribute to an individual's vulnerability by amplifying drug-induced changes in gene expression that drive the transition to addiction. We conclude by exploring how epigenetic mechanisms might serve as therapeutic targets for addiction treatments.
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Affiliation(s)
- Eric J Nestler
- Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christian Lüscher
- Department of Basic Neurosciences, Faculty of Medicine, University of Geneva, Geneva, Switzerland; Clinic of Neurology, Departement of Clinical Neurosiences, Geneva University Hospital, Geneva, Switzerland.
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17
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Wassouf Z, Hentrich T, Casadei N, Jaumann M, Knipper M, Riess O, Schulze-Hentrich JM. Distinct Stress Response and Altered Striatal Transcriptome in Alpha-Synuclein Overexpressing Mice. Front Neurosci 2019; 12:1033. [PMID: 30686992 PMCID: PMC6336091 DOI: 10.3389/fnins.2018.01033] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Accepted: 12/20/2018] [Indexed: 12/15/2022] Open
Abstract
Parkinson's disease (PD) is a progressive neurodegenerative disorder with motor symptoms and a plethora of non-motor and neuropsychiatric features that accompany the disease from prodromal to advanced stages. While several genetic defects have been identified in familial forms of PD, the predominance of cases are sporadic and result from a complex interplay of genetic and non-genetic factors. Clinical evidence, moreover, indicates a role of environmental stress in PD, supported by analogies between stress-induced pathological consequences and neuronal deterioration observed in PD. From this perspective, we set out to investigate the effects of chronic stress exposure in the context of PD by using a genetic mouse model that overexpresses human wildtype SNCA. Mimicking chronic stress was achieved by adapting a chronic unpredictable mild stress protocol (CUMS) comprising eight different stressors that were applied randomly over a period of eight weeks starting at an age of four months. A distinctive stress response with an impact on anxiety-related behavior was observed upon SNCA overexpression and CUMS exposure. SNCA-overexpressing mice showed prolonged elevation of cortisol metabolites during CUMS exposure, altered anxiety-related traits, and declined motor skills surfacing with advanced age. To relate our phenotypic observations to molecular events, we profiled the striatal and hippocampal transcriptome and used a 2 × 2 factorial design opposing genotype and environment to determine differentially expressed genes. Disturbed striatal gene expression and minor hippocampal gene expression changes were observed in SNCA-overexpressing mice at six months of age. Irrespective of the CUMS-exposure, genes attributed to the terms neuroinflammation, Parkinson's signaling, and plasticity of synapses were altered in the striatum of SNCA-overexpressing mice.
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Affiliation(s)
- Zinah Wassouf
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Thomas Hentrich
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Nicolas Casadei
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Mirko Jaumann
- Molecular Physiology of Hearing, Department of Otolaryngology, Tübingen Hearing Research Centre, University of Tübingen, Tübingen, Germany
| | - Marlies Knipper
- Molecular Physiology of Hearing, Department of Otolaryngology, Tübingen Hearing Research Centre, University of Tübingen, Tübingen, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
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18
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Wang ZT, Tan CC, Tan L, Yu JT. Systems biology and gene networks in Alzheimer’s disease. Neurosci Biobehav Rev 2019; 96:31-44. [PMID: 30465785 DOI: 10.1016/j.neubiorev.2018.11.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 11/18/2018] [Accepted: 11/18/2018] [Indexed: 12/25/2022]
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19
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Peripheral biomarkers of major depression and antidepressant treatment response: Current knowledge and future outlooks. J Affect Disord 2018; 233:3-14. [PMID: 28709695 PMCID: PMC5815949 DOI: 10.1016/j.jad.2017.07.001] [Citation(s) in RCA: 117] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Revised: 06/19/2017] [Accepted: 07/03/2017] [Indexed: 12/28/2022]
Abstract
BACKGROUND In recent years, we have accomplished a deeper understanding about the pathophysiology of major depressive disorder (MDD). Nevertheless, this improved comprehension has not translated to improved treatment outcome, as identification of specific biologic markers of disease may still be crucial to facilitate a more rapid, successful treatment. Ongoing research explores the importance of screening biomarkers using neuroimaging, neurophysiology, genomics, proteomics, and metabolomics measures. RESULTS In the present review, we highlight the biomarkers that are differentially expressed in MDD and treatment response and place a particular emphasis on the most recent progress in advancing technology which will continue the search for blood-based biomarkers. LIMITATIONS Due to space constraints, we are unable to detail all biomarker platforms, such as neurophysiological and neuroimaging markers, although their contributions are certainly applicable to a biomarker review and valuable to the field. CONCLUSIONS Although the search for reliable biomarkers of depression and/or treatment outcome is ongoing, the rapidly-expanding field of research along with promising new technologies may provide the foundation for identifying key factors which will ultimately help direct patients toward a quicker and more effective treatment for MDD.
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20
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Uhlirova H, Tian P, Kılıç K, Thunemann M, Sridhar VB, Chmelik R, Bartsch H, Dale AM, Devor A, Saisan PA. Neurovascular Network Explorer 2.0: A Simple Tool for Exploring and Sharing a Database of Optogenetically-evoked Vasomotion in Mouse Cortex In Vivo. J Vis Exp 2018. [PMID: 29782006 DOI: 10.3791/57214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
The importance of sharing experimental data in neuroscience grows with the amount and complexity of data acquired and various techniques used to obtain and process these data. However, the majority of experimental data, especially from individual studies of regular-sized laboratories never reach wider research community. A graphical user interface (GUI) engine called Neurovascular Network Explorer 2.0 (NNE 2.0) has been created as a tool for simple and low-cost sharing and exploring of vascular imaging data. NNE 2.0 interacts with a database containing optogenetically-evoked dilation/constriction time-courses of individual vessels measured in mice somatosensory cortex in vivo by 2-photon microscopy. NNE 2.0 enables selection and display of the time-courses based on different criteria (subject, branching order, cortical depth, vessel diameter, arteriolar tree) as well as simple mathematical manipulation (e.g. averaging, peak-normalization) and data export. It supports visualization of the vascular network in 3D and enables localization of the individual functional vessel diameter measurements within vascular trees. NNE 2.0, its source code, and the corresponding database are freely downloadable from UCSD Neurovascular Imaging Laboratory website1. The source code can be utilized by the users to explore the associated database or as a template for databasing and sharing their own experimental results provided the appropriate format.
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Affiliation(s)
- Hana Uhlirova
- Department of Radiology, University of California, San Diego; Central European Institute of Technology, Brno University of Technology;
| | - Peifang Tian
- Department of Neurosciences, University of California, San Diego; Department of Physics, John Carroll University
| | - Kıvılcım Kılıç
- Department of Neurosciences, University of California, San Diego; Department of Biomedical Engineering, Boston University
| | | | - Vishnu B Sridhar
- Bioengineering Undergraduate Program, University of California, San Diego
| | - Radim Chmelik
- Central European Institute of Technology, Brno University of Technology; Institute of Physical Engineering, Faculty of Mechanical Engineering, Brno University of Technology
| | - Hauke Bartsch
- Department of Radiology, University of California, San Diego
| | - Anders M Dale
- Department of Radiology, University of California, San Diego; Department of Neurosciences, University of California, San Diego
| | - Anna Devor
- Department of Radiology, University of California, San Diego; Department of Neurosciences, University of California, San Diego; Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School
| | - Payam A Saisan
- Department of Neurosciences, University of California, San Diego
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21
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Rush AJ, Ibrahim HM. A Clinician's Perspective on Biomarkers. FOCUS: JOURNAL OF LIFE LONG LEARNING IN PSYCHIATRY 2018; 16:124-134. [PMID: 31975907 DOI: 10.1176/appi.focus.20170044] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Psychiatrists and mental health professionals regularly perform various clinical tasks (e.g., detection, differential diagnosis, prognostication, treatment selection and implementation). How well they perform each of these tasks has a direct impact on patient outcomes. Measurement-based care has brought greater precision to these tasks and has improved outcomes. This article provides an overview of the types of biomeasures and biomarkers, the clinical uses of biomarkers, and the challenges in their development and clinical use. Although still in their infancy, biomarkers hold the promise of bringing even greater precision and even better outcomes in mental health. Biomeasures that could become biomarkers include genetic, proteomic, metabolomic, and immunologic measures, as well as physiological, functional, and brain structural measures. Mechanistic markers reflect and are based on the specific pathobiological processes that are involved in the development of a clinically defined condition. Some clinically relevant biomarkers may rely on this mechanistic understanding while others may not. Clinical biomarkers serve three broadly defined goals. Diagnostic markers define what is wrong. Prognostic markers define what will happen in the natural course of the condition, although they may also predict the course of illness during treatment. Theranostic markers address issues pertinent to treatment by defining whether, when, whom, and how to treat. Other biomarkers may be used to monitor the overall effect of treatment regardless of the therapeutic effects or to monitor the specific therapeutic effects of the intervention on the disorder itself. Biomarkers can also be used to estimate susceptibility/risk of developing the condition or the biological consequences of having had the disorder.
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Affiliation(s)
- A John Rush
- Dr. Rush is professor emeritus, Duke-National University of Singapore, Singapore; adjunct professor at the Department of Psychiatry, Duke University Medical School, Durham, North Carolina, and at the Department of Psychiatry, Texas Tech University Health Sciences Center, Permina Basin. Dr. Ibrahim is with the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas
| | - Hicham M Ibrahim
- Dr. Rush is professor emeritus, Duke-National University of Singapore, Singapore; adjunct professor at the Department of Psychiatry, Duke University Medical School, Durham, North Carolina, and at the Department of Psychiatry, Texas Tech University Health Sciences Center, Permina Basin. Dr. Ibrahim is with the Department of Psychiatry, University of Texas Southwestern Medical Center, Dallas
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22
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Wassouf Z, Hentrich T, Samer S, Rotermund C, Kahle PJ, Ehrlich I, Riess O, Casadei N, Schulze-Hentrich JM. Environmental Enrichment Prevents Transcriptional Disturbances Induced by Alpha-Synuclein Overexpression. Front Cell Neurosci 2018; 12:112. [PMID: 29755323 PMCID: PMC5932345 DOI: 10.3389/fncel.2018.00112] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 04/06/2018] [Indexed: 12/13/2022] Open
Abstract
Onset and progression of neurodegenerative disorders, including synucleinopathies such as Parkinson's disease, have been associated with various environmental factors. A highly compelling association from a therapeutic point of view has been found between a physically active lifestyle and a significantly reduced risk for Parkinson's disease. Mimicking such conditions in animal models by promoting physical activity, social interactions, and novel surroundings yields in a so-called enriched environment known to enhance adult neurogenesis, increase synaptic plasticity, and decelerate neuronal loss. Yet, the genes that connect beneficial environmental cues to the genome and delay disease-related symptoms have remained largely unclear. To identify such mediator genes, we used a 2 × 2 factorial design opposing genotype and environment. Specifically, we compared wildtype to transgenic mice overexpressing human SNCA, a key gene in synucleinopathies encoding alpha-synuclein, and housed them in a standard and enriched environment from weaning to 12 months of age before profiling their hippocampal transcriptome using RNA-sequencing. Under standard environmental conditions, differentially expressed genes were overrepresented for calcium ion binding, membrane, synapse, and other Gene Ontology terms previously linked to alpha-synuclein biology. Upregulated genes were significantly enriched for genes attributed to astrocytes, microglia, and oligodendrocytes. These disturbances in gene activity were accompanied by reduced levels of several presynaptic proteins and the immediate early genes EGR1 and NURR1. Intriguingly, housing transgenic animals in the enriched environment prevented most of these perturbations in gene activity. In addition, a sustained activation specifically in transgenic animals housed in enriched conditions was observed for several immediate early genes including Egr1, Nr4a2/Nurr1, Arc, and Homer1a. These findings suggest a compensatory mechanism through an enriched environment-activated immediate early gene network that prevented most disturbances induced by alpha-synuclein overexpression. This regulatory framework might harbor attractive targets for novel therapeutic approaches that mimic beneficial environmental stimuli.
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Affiliation(s)
- Zinah Wassouf
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Thomas Hentrich
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Sebastian Samer
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany.,Centre for Integrative Neuroscience, University of Tübingen, Tübingen, Germany
| | | | - Philipp J Kahle
- German Center for Neurodegenerative Diseases, Tübingen, Germany.,Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Ingrid Ehrlich
- Centre for Integrative Neuroscience, University of Tübingen, Tübingen, Germany.,Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,Department of Neurobiology, IBBS, University of Stuttgart, Stuttgart, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Nicolas Casadei
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
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23
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Novati A, Hentrich T, Wassouf Z, Weber JJ, Yu-Taeger L, Déglon N, Nguyen HP, Schulze-Hentrich JM. Environment-dependent striatal gene expression in the BACHD rat model for Huntington disease. Sci Rep 2018; 8:5803. [PMID: 29643462 PMCID: PMC5895842 DOI: 10.1038/s41598-018-24243-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 03/28/2018] [Indexed: 12/14/2022] Open
Abstract
Huntington disease (HD) is an autosomal dominant neurodegenerative disorder caused by a mutation in the huntingtin (HTT) gene which results in progressive neurodegeneration in the striatum, cortex, and eventually most brain areas. Despite being a monogenic disorder, environmental factors influence HD characteristics. Both human and mouse studies suggest that mutant HTT (mHTT) leads to gene expression changes that harbor potential to be modulated by the environment. Yet, the underlying mechanisms integrating environmental cues into the gene regulatory program have remained largely unclear. To better understand gene-environment interactions in the context of mHTT, we employed RNA-seq to examine effects of maternal separation (MS) and environmental enrichment (EE) on striatal gene expression during development of BACHD rats. We integrated our results with striatal consensus modules defined on HTT-CAG length and age-dependent co-expression gene networks to relate the environmental factors with disease progression. While mHTT was the main determinant of expression changes, both MS and EE were capable of modulating these disturbances, resulting in distinctive and in several cases opposing effects of MS and EE on consensus modules. This bivalent response to maternal separation and environmental enrichment may aid in explaining their distinct effects observed on disease phenotypes in animal models of HD and related neurodegenerative disorders.
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Affiliation(s)
- Arianna Novati
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Thomas Hentrich
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Zinah Wassouf
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Jonasz J Weber
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Libo Yu-Taeger
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany
| | - Nicole Déglon
- Department of Clinical Neurosciences (DNC), Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - Huu Phuc Nguyen
- Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany. .,Department of Human Genetics, Ruhr-University Bochum, Bochum, Germany.
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24
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A comprehensive map coupling histone modifications with gene regulation in adult dopaminergic and serotonergic neurons. Nat Commun 2018; 9:1226. [PMID: 29581424 PMCID: PMC5964330 DOI: 10.1038/s41467-018-03538-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Accepted: 02/21/2018] [Indexed: 12/22/2022] Open
Abstract
The brain is composed of hundreds of different neuronal subtypes, which largely retain their identity throughout the lifespan of the organism. The mechanisms governing this stability are not fully understood, partly due to the diversity and limited size of clinically relevant neuronal populations, which constitute a technical challenge for analysis. Here, using a strategy that allows for ChIP-seq combined with RNA-seq in small neuronal populations in vivo, we present a comparative analysis of permissive and repressive histone modifications in adult midbrain dopaminergic neurons, raphe nuclei serotonergic neurons, and embryonic neural progenitors. Furthermore, we utilize the map generated by our analysis to show that the transcriptional response of midbrain dopaminergic neurons following 6-OHDA or methamphetamine injection is characterized by increased expression of genes with promoters dually marked by H3K4me3/H3K27me3. Our study provides an in vivo genome-wide analysis of permissive/repressive histone modifications coupled to gene expression in these rare neuronal subtypes. The limited size of some neuronal types and their entangled environment renders it difficult to study their transcription regulation. Here the authors present a comparative analysis of histone modifications and transcription in dopaminergic and serotonergic neurons and embryonic neural progenitors.
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25
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Fiori LM, Lin R, Ju C, Belzeaux R, Turecki G. Using Epigenetic Tools to Investigate Antidepressant Response. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2018; 158:255-272. [DOI: 10.1016/bs.pmbts.2018.04.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
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26
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Qureshi IA, Mehler MF. Epigenetic mechanisms underlying nervous system diseases. HANDBOOK OF CLINICAL NEUROLOGY 2018; 147:43-58. [PMID: 29325627 DOI: 10.1016/b978-0-444-63233-3.00005-1] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Epigenetic mechanisms act as control systems for modulating genomic structure and activity in response to evolving profiles of cell-extrinsic, cell-cell, and cell-intrinsic signals. These dynamic processes are responsible for mediating cell- and tissue-specific gene expression and function and gene-gene and gene-environmental interactions. The major epigenetic mechanisms include DNA methylation and hydroxymethylation; histone protein posttranslational modifications, nucleosome remodeling/repositioning, and higher-order chromatin reorganization; noncoding RNA regulation; and RNA editing. These mechanisms are intimately involved in executing fundamental genomic programs, including gene transcription, posttranscriptional RNA processing and transport, translation, X-chromosome inactivation, genomic imprinting, retrotransposon regulation, DNA replication, and DNA repair and the maintenance of genomic stability. For the nervous system, epigenetics offers a novel and robust framework for explaining how brain development and aging occur, neural cellular diversity is generated, synaptic and neural network connectivity and plasticity are mediated, and complex cognitive and behavioral phenotypes are inherited transgenerationally. Epigenetic factors and processes are, not surprisingly, implicated in nervous system disease pathophysiology through several emerging paradigms - mutations and genetic variation in genes encoding epigenetic factors; impairments in epigenetic factor expression, localization, and function; epigenetic mechanisms modulating disease-associated factors and pathways; and the presence of deregulated epigenetic profiles in central and peripheral tissues.
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Affiliation(s)
- Irfan A Qureshi
- Roslyn and Leslie Goldstein Laboratory for Stem Cell Biology and Regenerative Medicine; Institute for Brain Disorders and Neural Regeneration; Departments of Neurology, Neuroscience, Psychiatry and Behavioral Sciences and Rose F. Kennedy Center for Research on Intellectual and Developmental Disabilities, Albert Einstein College of Medicine, Bronx, NY, United States
| | - Mark F Mehler
- Roslyn and Leslie Goldstein Laboratory for Stem Cell Biology and Regenerative Medicine; Institute for Brain Disorders and Neural Regeneration; Departments of Neurology, Neuroscience, Psychiatry and Behavioral Sciences; Rose F. Kennedy Center for Research on Intellectual and Developmental Disabilities; Einstein Cancer Center; Ruth L. and David S. Gottesman Stem Cell Institute; and Center for Epigenomics and Institute for Aging Research, Albert Einstein College of Medicine, Bronx, NY, United States.
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27
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Abstract
Studies of the mammalian nervous system have revealed widespread epigenetic regulation underlying gene expression intrinsic to basic neurobiological function as well as neurological disease. Over the past decade, a critical role has emerged for the neural regulation of chromatin-modifying enzymes during both development and adulthood, and in response to external stimuli. These biochemical data are complemented by numerous next generation sequencing (NGS) studies that quantify the extent of chromatin and DNA modifications in neurons. Neuroepigenetic editing tools can be applied to distinguish between the mere presence and functional relevance of such modifications to neural transcription and animal behavior. This review discusses current advances in neuroepigenetic editing, highlighting methodological considerations pertinent to neuroscience, such as delivery methods and the spatiotemporal specificity of editing. Although neuroepigenetic editing is a nascent field, the studies presented in this review demonstrate the enormous potential of this approach for basic neurobiological research and therapeutic application.
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Affiliation(s)
- Peter J Hamilton
- The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, NY, New York, USA
| | - Carissa J Lim
- Department of Pharmacology, The University of Pennsylvania, Philadelphia, PA, USA
| | - Eric J Nestler
- The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, NY, New York, USA
| | - Elizabeth A Heller
- Department of Pharmacology, The University of Pennsylvania, Philadelphia, PA, USA. .,Penn Epigenetics Institute, The University of Pennsylvania, Philadelphia, PA, USA.
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Raikwar SP, Thangavel R, Dubova I, Ahmed ME, Selvakumar PG, Kempuraj D, Zaheer S, Iyer S, Zaheer A. Neuro-Immuno-Gene- and Genome-Editing-Therapy for Alzheimer's Disease: Are We There Yet? J Alzheimers Dis 2018; 65:321-344. [PMID: 30040732 PMCID: PMC6130335 DOI: 10.3233/jad-180422] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2018] [Indexed: 12/16/2022]
Abstract
Alzheimer's disease (AD) is a highly complex neurodegenerative disorder and the current treatment strategies are largely ineffective thereby leading to irreversible and progressive cognitive decline in AD patients. AD continues to defy successful treatment despite significant advancements in the field of molecular medicine. Repeatedly, early promising preclinical and clinical results have catapulted into devastating setbacks leading to multi-billion dollar losses not only to the top pharmaceutical companies but also to the AD patients and their families. Thus, it is very timely to review the progress in the emerging fields of gene therapy and stem cell-based precision medicine. Here, we have made sincere efforts to feature the ongoing progress especially in the field of AD gene therapy and stem cell-based regenerative medicine. Further, we also provide highlights in elucidating the molecular mechanisms underlying AD pathogenesis and describe novel AD therapeutic targets and strategies for the new drug discovery. We hope that the quantum leap in the scientific advancements and improved funding will bolster novel concepts that will propel the momentum toward a trajectory leading to a robust AD patient-specific next generation precision medicine with improved cognitive function and excellent life quality.
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Affiliation(s)
- Sudhanshu P. Raikwar
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
| | - Ramasamy Thangavel
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
| | - Iuliia Dubova
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
| | - Mohammad Ejaz Ahmed
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
| | - Pushpavathi Govindhasamy Selvakumar
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
| | - Duraisamy Kempuraj
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
| | - Smita Zaheer
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
| | - Shankar Iyer
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
| | - Asgar Zaheer
- Department of Neurology, Center for Translational Neuroscience, School of Medicine, University of Missouri, Columbia, MO, USA
- U.S. Department of Veterans Affairs, Harry S. Truman Memorial Veteran’s Hospital, Columbia, MO, USA
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Epigenetic Etiology of Intellectual Disability. J Neurosci 2017; 37:10773-10782. [PMID: 29118205 DOI: 10.1523/jneurosci.1840-17.2017] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Revised: 09/26/2017] [Accepted: 09/26/2017] [Indexed: 12/31/2022] Open
Abstract
Intellectual disability (ID) is a prevailing neurodevelopmental condition associated with impaired cognitive and adaptive behaviors. Many chromatin-modifying enzymes and other epigenetic regulators have been genetically associated with ID disorders (IDDs). Here we review how alterations in the function of histone modifiers, chromatin remodelers, and methyl-DNA binding proteins contribute to neurodevelopmental defects and altered brain plasticity. We also discuss how progress in human genetics has led to the generation of mouse models that unveil the molecular etiology of ID, and outline the direction in which this field is moving to identify therapeutic strategies for IDDs. Importantly, because the chromatin regulators linked to IDDs often target common downstream genes and cellular processes, the impact of research in individual syndromes goes well beyond each syndrome and can also contribute to the understanding and therapy of other IDDs. Furthermore, the investigation of these disorders helps us to understand the role of chromatin regulators in brain development, plasticity, and gene expression, thereby answering fundamental questions in neurobiology.
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Goldman MS, Fee MS. Computational training for the next generation of neuroscientists. Curr Opin Neurobiol 2017; 46:25-30. [DOI: 10.1016/j.conb.2017.06.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 06/27/2017] [Indexed: 11/25/2022]
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31
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Angarica VE, Del Sol A. Bioinformatics Tools for Genome-Wide Epigenetic Research. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 978:489-512. [PMID: 28523562 DOI: 10.1007/978-3-319-53889-1_25] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Epigenetics play a central role in the regulation of many important cellular processes, and dysregulations at the epigenetic level could be the source of serious pathologies, such as neurological disorders affecting brain development, neurodegeneration, and intellectual disability. Despite significant technological advances for epigenetic profiling, there is still a need for a systematic understanding of how epigenetics shapes cellular circuitry, and disease pathogenesis. The development of accurate computational approaches for analyzing complex epigenetic profiles is essential for disentangling the mechanisms underlying cellular development, and the intricate interaction networks determining and sensing chromatin modifications and DNA methylation to control gene expression. In this chapter, we review the recent advances in the field of "computational epigenetics," including computational methods for processing different types of epigenetic data, prediction of chromatin states, and study of protein dynamics. We also discuss how "computational epigenetics" has complemented the fast growth in the generation of epigenetic data for uncovering the main differences and similarities at the epigenetic level between individuals and the mechanisms underlying disease onset and progression.
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Affiliation(s)
- Vladimir Espinosa Angarica
- Computational Biology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 6 Avenue du Swing, 4366 Belvaux, Luxembourg.
| | - Antonio Del Sol
- Computational Biology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, 6 Avenue du Swing, 4366 Belvaux, Luxembourg
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32
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Kim HD, Call T, Magazu S, Ferguson D. Drug Addiction and Histone Code Alterations. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2017; 978:127-143. [PMID: 28523544 DOI: 10.1007/978-3-319-53889-1_7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Acute and prolonged exposure to drugs of abuse induces changes in gene expression, synaptic function, and neural plasticity in brain regions involved in reward. Numerous genes are involved in this process, and persistent changes in gene expression coincide with epigenetic histone modifications and DNA methylation. Histone modifications are attractive regulatory mechanisms, which can encode complex environmental signals in the genome of postmitotic cells, like neurons. Recently, it has been demonstrated that specific histone modifications are involved in addiction-related gene regulatory mechanisms, by a diverse set of histone-modifying enzymes and readers. These histone modifiers and readers may prove to be valuable pharmacological targets for effective treatments for drug addiction.
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Affiliation(s)
- Hee-Dae Kim
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, 85004, USA
| | - Tanessa Call
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, 85004, USA
| | - Samantha Magazu
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, 85004, USA
| | - Deveroux Ferguson
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, 85004, USA.
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33
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Salvadores N, Sanhueza M, Manque P, Court FA. Axonal Degeneration during Aging and Its Functional Role in Neurodegenerative Disorders. Front Neurosci 2017; 11:451. [PMID: 28928628 PMCID: PMC5591337 DOI: 10.3389/fnins.2017.00451] [Citation(s) in RCA: 121] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Accepted: 07/25/2017] [Indexed: 12/11/2022] Open
Abstract
Aging constitutes the main risk factor for the development of neurodegenerative diseases. This represents a major health issue worldwide that is only expected to escalate due to the ever-increasing life expectancy of the population. Interestingly, axonal degeneration, which occurs at early stages of neurodegenerative disorders (ND) such as Alzheimer's disease, Amyotrophic lateral sclerosis, and Parkinson's disease, also takes place as a consequence of normal aging. Moreover, the alteration of several cellular processes such as proteostasis, response to cellular stress and mitochondrial homeostasis, which have been described to occur in the aging brain, can also contribute to axonal pathology. Compelling evidence indicate that the degeneration of axons precedes clinical symptoms in NDs and occurs before cell body loss, constituting an early event in the pathological process and providing a potential therapeutic target to treat neurodegeneration before neuronal cell death. Although, normal aging and the development of neurodegeneration are two processes that are closely linked, the molecular basis of the switch that triggers the transition from healthy aging to neurodegeneration remains unrevealed. In this review we discuss the potential role of axonal degeneration in this transition and provide a detailed overview of the literature and current advances in the molecular understanding of the cellular changes that occur during aging that promote axonal degeneration and then discuss this in the context of ND.
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Affiliation(s)
- Natalia Salvadores
- Center for Integrative Biology, Faculty of Sciences, Universidad MayorSantiago, Chile.,Fondap Geroscience Center for Brain Health and MetabolismSantiago, Chile
| | - Mario Sanhueza
- Center for Integrative Biology, Faculty of Sciences, Universidad MayorSantiago, Chile.,Fondap Geroscience Center for Brain Health and MetabolismSantiago, Chile
| | - Patricio Manque
- Center for Integrative Biology, Faculty of Sciences, Universidad MayorSantiago, Chile
| | - Felipe A Court
- Center for Integrative Biology, Faculty of Sciences, Universidad MayorSantiago, Chile.,Fondap Geroscience Center for Brain Health and MetabolismSantiago, Chile
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Schmitt A, Martins-de-Souza D, Akbarian S, Cassoli JS, Ehrenreich H, Fischer A, Fonteh A, Gattaz WF, Gawlik M, Gerlach M, Grünblatt E, Halene T, Hasan A, Hashimoto K, Kim YK, Kirchner SK, Kornhuber J, Kraus TFJ, Malchow B, Nascimento JM, Rossner M, Schwarz M, Steiner J, Talib L, Thibaut F, Riederer P, Falkai P. Consensus paper of the WFSBP Task Force on Biological Markers: Criteria for biomarkers and endophenotypes of schizophrenia, part III: Molecular mechanisms. World J Biol Psychiatry 2017; 18:330-356. [PMID: 27782767 DOI: 10.1080/15622975.2016.1224929] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Despite progress in identifying molecular pathophysiological processes in schizophrenia, valid biomarkers are lacking for both the disease and treatment response. METHODS This comprehensive review summarises recent efforts to identify molecular mechanisms on the level of protein and gene expression and epigenetics, including DNA methylation, histone modifications and micro RNA expression. Furthermore, it summarises recent findings of alterations in lipid mediators and highlights inflammatory processes. The potential that this research will identify biomarkers of schizophrenia is discussed. RESULTS Recent studies have not identified clear biomarkers for schizophrenia. Although several molecular pathways have emerged as potential candidates for future research, a complete understanding of these metabolic pathways is required to reveal better treatment modalities for this disabling condition. CONCLUSIONS Large longitudinal cohort studies are essential that pair a thorough phenotypic and clinical evaluation for example with gene expression and proteome analysis in blood at multiple time points. This approach might identify biomarkers that allow patients to be stratified according to treatment response and ideally also allow treatment response to be predicted. Improved knowledge of molecular pathways and epigenetic mechanisms, including their potential association with environmental influences, will facilitate the discovery of biomarkers that could ultimately be effective tools in clinical practice.
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Affiliation(s)
- Andrea Schmitt
- a Department of Psychiatry and Psychotherapy , LMU Munich , Germany.,b Laboratory of Neuroscience (LIM27) , Institute of Psychiatry, University of Sao Paulo , Sao Paulo , Brazil
| | - Daniel Martins-de-Souza
- b Laboratory of Neuroscience (LIM27) , Institute of Psychiatry, University of Sao Paulo , Sao Paulo , Brazil.,c Laboratory of Neuroproteomics, Department of Biochemistry , Institute of Biology University of Campinas (UNICAMP), Campinas , SP , Brazil
| | - Schahram Akbarian
- d Division of Psychiatric Epigenomics, Departments of Psychiatry and Neuroscience , Mount Sinai School of Medicine , New York , USA
| | - Juliana S Cassoli
- c Laboratory of Neuroproteomics, Department of Biochemistry , Institute of Biology University of Campinas (UNICAMP), Campinas , SP , Brazil
| | - Hannelore Ehrenreich
- e Clinical Neuroscience , Max Planck Institute of Experimental Medicine, DFG Centre for Nanoscale Microscopy & Molecular Physiology of the Brain , Göttingen , Germany
| | - Andre Fischer
- f Research Group for Epigenetics in Neurodegenerative Diseases , German Centre for Neurodegenerative Diseases (DZNE), Göttingen , Germany.,g Department of Psychiatry and Psychotherapy , University Medical Centre Göttingen , Germany
| | - Alfred Fonteh
- h Neurosciences , Huntington Medical Research Institutes , Pasadena , CA , USA
| | - Wagner F Gattaz
- b Laboratory of Neuroscience (LIM27) , Institute of Psychiatry, University of Sao Paulo , Sao Paulo , Brazil
| | - Michael Gawlik
- i Department of Psychiatry and Psychotherapy , University of Würzburg , Germany
| | - Manfred Gerlach
- j Centre for Mental Health, Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy , University of Würzburg , Germany
| | - Edna Grünblatt
- i Department of Psychiatry and Psychotherapy , University of Würzburg , Germany.,k Department of Child and Adolescent Psychiatry and Psychotherapy , Psychiatric Hospital, University of Zürich , Switzerland.,l Neuroscience Centre Zurich , University of Zurich and the ETH Zurich , Switzerland.,m Zurich Centre for Integrative Human Physiology , University of Zurich , Switzerland
| | - Tobias Halene
- d Division of Psychiatric Epigenomics, Departments of Psychiatry and Neuroscience , Mount Sinai School of Medicine , New York , USA
| | - Alkomiet Hasan
- a Department of Psychiatry and Psychotherapy , LMU Munich , Germany
| | - Kenij Hashimoto
- n Division of Clinical Neuroscience , Chiba University Centre for Forensic Mental Health , Chiba , Japan
| | - Yong-Ku Kim
- o Department of Psychiatry , Korea University, College of Medicine , Republic of Korea
| | | | - Johannes Kornhuber
- p Department of Psychiatry and Psychotherapy , Friedrich-Alexander-University Erlangen-Nuremberg , Erlangen , Germany
| | | | - Berend Malchow
- a Department of Psychiatry and Psychotherapy , LMU Munich , Germany
| | - Juliana M Nascimento
- c Laboratory of Neuroproteomics, Department of Biochemistry , Institute of Biology University of Campinas (UNICAMP), Campinas , SP , Brazil
| | - Moritz Rossner
- r Department of Psychiatry, Molecular and Behavioural Neurobiology , LMU Munich , Germany.,s Research Group Gene Expression , Max Planck Institute of Experimental Medicine , Göttingen , Germany
| | - Markus Schwarz
- t Institute for Laboratory Medicine, LMU Munich , Germany
| | - Johann Steiner
- u Department of Psychiatry , University of Magdeburg , Magdeburg , Germany
| | - Leda Talib
- b Laboratory of Neuroscience (LIM27) , Institute of Psychiatry, University of Sao Paulo , Sao Paulo , Brazil
| | - Florence Thibaut
- v Department of Psychiatry , University Hospital Cochin (site Tarnier), University of Paris-Descartes, INSERM U 894 Centre Psychiatry and Neurosciences , Paris , France
| | - Peter Riederer
- w Center of Psychic Health; Department of Psychiatry, Psychosomatics and Psychotherapy , University Hospital of Würzburg , Germany
| | - Peter Falkai
- a Department of Psychiatry and Psychotherapy , LMU Munich , Germany
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35
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Long non-coding RNA PARTICLE bridges histone and DNA methylation. Sci Rep 2017; 7:1790. [PMID: 28496150 PMCID: PMC5431818 DOI: 10.1038/s41598-017-01875-1] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 04/11/2017] [Indexed: 01/09/2023] Open
Abstract
PARTICLE (Gene PARTICL- ‘Promoter of MAT2A-Antisense RadiaTion Induced Circulating LncRNA) expression is transiently elevated following low dose irradiation typically encountered in the workplace and from natural sources. This long non-coding RNA recruits epigenetic silencers for cis-acting repression of its neighbouring Methionine adenosyltransferase 2A gene. It now emerges that PARTICLE operates as a trans-acting mediator of DNA and histone lysine methylation. Chromatin immunoprecipitation sequencing (ChIP-seq) and immunological evidence established elevated PARTICLE expression linked to increased histone 3 lysine 27 trimethylation. Live-imaging of dbroccoli-PARTICLE revealing its dynamic association with DNA methyltransferase 1 was confirmed by flow cytometry, immunoprecipitation and direct competitive binding interaction through electrophoretic mobility shift assay. Acting as a regulatory docking platform, the long non-coding RNA PARTICLE serves to interlink epigenetic modification machineries and represents a compelling innovative component necessary for gene silencing on a global scale.
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36
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Mahfouz A, Huisman SMH, Lelieveldt BPF, Reinders MJT. Brain transcriptome atlases: a computational perspective. Brain Struct Funct 2017; 222:1557-1580. [PMID: 27909802 PMCID: PMC5406417 DOI: 10.1007/s00429-016-1338-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Accepted: 11/15/2016] [Indexed: 01/31/2023]
Abstract
The immense complexity of the mammalian brain is largely reflected in the underlying molecular signatures of its billions of cells. Brain transcriptome atlases provide valuable insights into gene expression patterns across different brain areas throughout the course of development. Such atlases allow researchers to probe the molecular mechanisms which define neuronal identities, neuroanatomy, and patterns of connectivity. Despite the immense effort put into generating such atlases, to answer fundamental questions in neuroscience, an even greater effort is needed to develop methods to probe the resulting high-dimensional multivariate data. We provide a comprehensive overview of the various computational methods used to analyze brain transcriptome atlases.
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Affiliation(s)
- Ahmed Mahfouz
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.
- Delft Bioinformatics Laboratory, Delft University of Technology, Delft, The Netherlands.
| | - Sjoerd M H Huisman
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
- Delft Bioinformatics Laboratory, Delft University of Technology, Delft, The Netherlands
| | - Boudewijn P F Lelieveldt
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands
- Delft Bioinformatics Laboratory, Delft University of Technology, Delft, The Netherlands
| | - Marcel J T Reinders
- Delft Bioinformatics Laboratory, Delft University of Technology, Delft, The Netherlands
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37
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Karakikes I, Termglinchan V, Cepeda DA, Lee J, Diecke S, Hendel A, Itzhaki I, Ameen M, Shrestha R, Wu H, Ma N, Shao NY, Seeger T, Woo N, Wilson KD, Matsa E, Porteus MH, Sebastiano V, Wu JC. A Comprehensive TALEN-Based Knockout Library for Generating Human-Induced Pluripotent Stem Cell-Based Models for Cardiovascular Diseases. Circ Res 2017; 120:1561-1571. [PMID: 28246128 DOI: 10.1161/circresaha.116.309948] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 02/23/2017] [Accepted: 02/28/2017] [Indexed: 12/21/2022]
Abstract
RATIONALE Targeted genetic engineering using programmable nucleases such as transcription activator-like effector nucleases (TALENs) is a valuable tool for precise, site-specific genetic modification in the human genome. OBJECTIVE The emergence of novel technologies such as human induced pluripotent stem cells (iPSCs) and nuclease-mediated genome editing represent a unique opportunity for studying cardiovascular diseases in vitro. METHODS AND RESULTS By incorporating extensive literature and database searches, we designed a collection of TALEN constructs to knockout 88 human genes that are associated with cardiomyopathies and congenital heart diseases. The TALEN pairs were designed to induce double-strand DNA break near the starting codon of each gene that either disrupted the start codon or introduced a frameshift mutation in the early coding region, ensuring faithful gene knockout. We observed that all the constructs were active and disrupted the target locus at high frequencies. To illustrate the utility of the TALEN-mediated knockout technique, 6 individual genes (TNNT2, LMNA/C, TBX5, MYH7, ANKRD1, and NKX2.5) were knocked out with high efficiency and specificity in human iPSCs. By selectively targeting a pathogenic mutation (TNNT2 p.R173W) in patient-specific iPSC-derived cardiac myocytes, we demonstrated that the knockout strategy ameliorates the dilated cardiomyopathy phenotype in vitro. In addition, we modeled the Holt-Oram syndrome in iPSC-cardiac myocytes in vitro and uncovered novel pathways regulated by TBX5 in human cardiac myocyte development. CONCLUSIONS Collectively, our study illustrates the powerful combination of iPSCs and genome editing technologies for understanding the biological function of genes, and the pathological significance of genetic variants in human cardiovascular diseases. The methods, strategies, constructs, and iPSC lines developed in this study provide a validated, readily available resource for cardiovascular research.
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Affiliation(s)
- Ioannis Karakikes
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Vittavat Termglinchan
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Diana A Cepeda
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Jaecheol Lee
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Sebastian Diecke
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Ayal Hendel
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Ilanit Itzhaki
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Mohamed Ameen
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Rajani Shrestha
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Haodi Wu
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Ning Ma
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Ning-Yi Shao
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Timon Seeger
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Nicole Woo
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Kitchener D Wilson
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Elena Matsa
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Matthew H Porteus
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.)
| | - Vittorio Sebastiano
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.).
| | - Joseph C Wu
- From the Stanford Cardiovascular Institute (I.K., V.T., J.L., S.D., I.I., M.A., R.S., H.W., N.M., N.-Y.S., T.S., N.W., K.D.W., E.M., J.C.W.), Department of Cardiothoracic Surgery (I.K.), Division of Cardiovascular Medicine, Department of Medicine (V.T., J.C.W.), CA; Institute of Stem Cell Biology and Regenerative Medicine (D.A.C., V.S., J.C.W.), Departments of Pediatrics (A.H., M.H.P.), Pathology (K.D.W.), and Obstetrics and Gynecology (V.S.), Stanford University School of Medicine, CA; Berlin Institute of Health, Germany (S.D.); and Max Delbrueck Center, Berlin, Germany (S.D.).
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Allhoff M, Seré K, F Pires J, Zenke M, G Costa I. Differential peak calling of ChIP-seq signals with replicates with THOR. Nucleic Acids Res 2016; 44:e153. [PMID: 27484474 PMCID: PMC5175345 DOI: 10.1093/nar/gkw680] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 07/15/2016] [Accepted: 07/20/2016] [Indexed: 12/14/2022] Open
Abstract
The study of changes in protein-DNA interactions measured by ChIP-seq on dynamic systems, such as cell differentiation, response to treatments or the comparison of healthy and diseased individuals, is still an open challenge. There are few computational methods comparing changes in ChIP-seq signals with replicates. Moreover, none of these previous approaches addresses ChIP-seq specific experimental artefacts arising from studies with biological replicates. We propose THOR, a Hidden Markov Model based approach, to detect differential peaks between pairs of biological conditions with replicates. THOR provides all pre- and post-processing steps required in ChIP-seq analyses. Moreover, we propose a novel normalization approach based on housekeeping genes to deal with cases where replicates have distinct signal-to-noise ratios. To evaluate differential peak calling methods, we delineate a methodology using both biological and simulated data. This includes an evaluation procedure that associates differential peaks with changes in gene expression as well as histone modifications close to these peaks. We evaluate THOR and seven competing methods on data sets with distinct characteristics from in vitro studies with technical replicates to clinical studies of cancer patients. Our evaluation analysis comprises of 13 comparisons between pairs of biological conditions. We show that THOR performs best in all scenarios.
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Affiliation(s)
- Manuel Allhoff
- IZKF Bioinformatics Research Group, RWTH Aachen University Medical School, Pauwelsstr. 19, 52074 Aachen, Germany
- Aachen Institute for Advanced Study in Computational Engineering Science (AICES), RWTH Aachen University, Schinkelstr. 2, 52062 Aachen, Germany
- Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Pauwelsstr. 20, 52074 Aachen, Germany
| | - Kristin Seré
- Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Pauwelsstr. 20, 52074 Aachen, Germany
- Institute for Biomedical Engineering, Department of Cell Biology, RWTH Aachen University Medical School, Pauwelstr. 30, 52074 Aachen, Germany
| | - Juliana F Pires
- IZKF Bioinformatics Research Group, RWTH Aachen University Medical School, Pauwelsstr. 19, 52074 Aachen, Germany
- Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Pauwelsstr. 20, 52074 Aachen, Germany
- Statistics Department, Federal University of Paraiba, Cidade Universitária, 58059-900, João Pessoa, PB, Brazil
| | - Martin Zenke
- Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Pauwelsstr. 20, 52074 Aachen, Germany
- Institute for Biomedical Engineering, Department of Cell Biology, RWTH Aachen University Medical School, Pauwelstr. 30, 52074 Aachen, Germany
| | - Ivan G Costa
- IZKF Bioinformatics Research Group, RWTH Aachen University Medical School, Pauwelsstr. 19, 52074 Aachen, Germany
- Aachen Institute for Advanced Study in Computational Engineering Science (AICES), RWTH Aachen University, Schinkelstr. 2, 52062 Aachen, Germany
- Helmholtz Institute for Biomedical Engineering, RWTH Aachen University, Pauwelsstr. 20, 52074 Aachen, Germany
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Fullard JF, Halene TB, Giambartolomei C, Haroutunian V, Akbarian S, Roussos P. Understanding the genetic liability to schizophrenia through the neuroepigenome. Schizophr Res 2016; 177:115-124. [PMID: 26827128 PMCID: PMC4963306 DOI: 10.1016/j.schres.2016.01.039] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2015] [Revised: 01/14/2016] [Accepted: 01/18/2016] [Indexed: 12/17/2022]
Abstract
The Psychiatric Genomics Consortium-Schizophrenia Workgroup (PGC-SCZ) recently identified 108 loci associated with increased risk for schizophrenia (SCZ). The vast majority of these variants reside within non-coding sequences of the genome and are predicted to exert their effects by affecting the mechanism of action of cis regulatory elements (CREs), such as promoters and enhancers. Although a number of large-scale collaborative efforts (e.g. ENCODE) have achieved a comprehensive mapping of CREs in human cell lines or tissue homogenates, it is becoming increasingly evident that many risk-associated variants are enriched for expression Quantitative Trait Loci (eQTLs) and CREs in specific tissues or cells. As such, data derived from previous research endeavors may not capture fully cell-type and/or region specific changes associated with brain diseases. Coupling recent technological advances in genomics with cell-type specific methodologies, we are presented with an unprecedented opportunity to better understand the genetics of normal brain development and function and, in turn, the molecular basis of neuropsychiatric disorders. In this review, we will outline ongoing efforts towards this goal and will discuss approaches with the potential to shed light on the mechanism(s) of action of cell-type specific cis regulatory elements and their putative roles in disease, with particular emphasis on understanding the manner in which the epigenome and CREs influence the etiology of SCZ.
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Affiliation(s)
- John F. Fullard
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Tobias B. Halene
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Mental Illness Research, Education, and Clinical Center (VISN 3), James J. Peters VA Medical Center, Bronx, NY, USA
| | | | - Vahram Haroutunian
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Mental Illness Research, Education, and Clinical Center (VISN 3), James J. Peters VA Medical Center, Bronx, NY, USA
| | - Schahram Akbarian
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA,Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Panos Roussos
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genetics and Genomic Science and Institute for Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Mental Illness Research, Education, and Clinical Center (VISN 3), James J. Peters VA Medical Center, Bronx, NY, USA.
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40
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Xie P, Zang LQ, Li XK, Shu Q. An epigenetic view of developmental diseases: new targets, new therapies. World J Pediatr 2016; 12:291-297. [PMID: 27351564 DOI: 10.1007/s12519-016-0020-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Accepted: 05/21/2016] [Indexed: 10/21/2022]
Abstract
BACKGROUND Function of epigenetic modifications is one of the most competitive fields in life science. Over the past several decades, it has been revealed that epigenetic modifications play essential roles in development and diseases including developmental diseases. In the present review, we summarize the recent progress about the function of epigenetic regulation, especially DNA and RNA modifications in developmental diseases. DATA SOURCES Original research articles and literature reviews published in PubMed-indexed journals. RESULTS DNA modifications including methylation and demethylation can regulate gene expression, and are involved in development and multiple diseases including Rett syndrome, Autism spectrum disorders, congenital heart disease and cancer, etc. RNA methylation and demethylation play important roles in RNA processing, reprogramming, circadian, and neuronal activity, and then modulate development. CONCLUSIONS DNA and RNA modifications play important roles in development and diseases through regulating gene expression. Epigenetic components could serve as novel targets for the treatment of developmental diseases.
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Affiliation(s)
- Pei Xie
- Institute of Genetics, College of Life Sciences, Zhejiang University, Hangzhou, China
| | - Li-Qun Zang
- Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Xue-Kun Li
- Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Institute of Translational Medicine, School of Medicine, Zhejiang University, Hangzhou, China
| | - Qiang Shu
- Children's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
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41
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Where Environment Meets Cognition: A Focus on Two Developmental Intellectual Disability Disorders. Neural Plast 2016; 2016:4235898. [PMID: 27547454 PMCID: PMC4980517 DOI: 10.1155/2016/4235898] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 04/03/2016] [Indexed: 11/22/2022] Open
Abstract
One of the most challenging questions in neuroscience is to dissect how learning and memory, the foundational pillars of cognition, are grounded in stable, yet plastic, gene expression states. All known epigenetic mechanisms such as DNA methylation and hydroxymethylation, histone modifications, chromatin remodelling, and noncoding RNAs regulate brain gene expression, both during neurodevelopment and in the adult brain in processes related to cognition. On the other hand, alterations in the various components of the epigenetic machinery have been linked to well-known causes of intellectual disability disorders (IDDs). Two examples are Down Syndrome (DS) and Fragile X Syndrome (FXS), where global and local epigenetic alterations lead to impairments in synaptic plasticity, memory, and learning. Since epigenetic modifications are reversible, it is theoretically possible to use epigenetic drugs as cognitive enhancers for the treatment of IDDs. Epigenetic treatments act in a context specific manner, targeting different regions based on cell and state specific chromatin accessibility, facilitating the establishment of the lost balance. Here, we discuss epigenetic studies of IDDs, focusing on DS and FXS, and the use of epidrugs in combinatorial therapies for IDDs.
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Silbereis JC, Pochareddy S, Zhu Y, Li M, Sestan N. The Cellular and Molecular Landscapes of the Developing Human Central Nervous System. Neuron 2016; 89:248-68. [PMID: 26796689 DOI: 10.1016/j.neuron.2015.12.008] [Citation(s) in RCA: 504] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The human CNS follows a pattern of development typical of all mammals, but certain neurodevelopmental features are highly derived. Building the human CNS requires the precise orchestration and coordination of myriad molecular and cellular processes across a staggering array of cell types and over a long period of time. Dysregulation of these processes affects the structure and function of the CNS and can lead to neurological or psychiatric disorders. Recent technological advances and increased focus on human neurodevelopment have enabled a more comprehensive characterization of the human CNS and its development in both health and disease. The aim of this review is to highlight recent advancements in our understanding of the molecular and cellular landscapes of the developing human CNS, with focus on the cerebral neocortex, and the insights these findings provide into human neural evolution, function, and dysfunction.
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Affiliation(s)
- John C Silbereis
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Sirisha Pochareddy
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Ying Zhu
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Mingfeng Li
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA
| | - Nenad Sestan
- Department of Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA; Department of Genetics and Department of Psychiatry, Yale School of Medicine, New Haven, CT 06510, USA; Program in Cellular Neuroscience, Neurodegeneration and Repair, Yale School of Medicine, New Haven, CT 06510, USA; Section of Comparative Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Yale Child Study Center, Yale School of Medicine, New Haven, CT 06510, USA; Kavli Institute for Neuroscience, Yale School of Medicine, New Haven, CT 06510, USA.
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43
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Stueve TR, Marconett CN, Zhou B, Borok Z, Laird-Offringa IA. The importance of detailed epigenomic profiling of different cell types within organs. Epigenomics 2016; 8:817-29. [PMID: 27305639 PMCID: PMC5066118 DOI: 10.2217/epi-2016-0005] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
The human body consists of hundreds of kinds of cells specified from a single genome overlaid with cell type-specific epigenetic information. Comprehensively profiling the body's distinct epigenetic landscapes will allow researchers to verify cell types used in regenerative medicine and to determine the epigenetic effects of disease, environmental exposures and genetic variation. Key marks/factors that should be investigated include regions of nucleosome-free DNA accessible to regulatory factors, histone marks defining active enhancers and promoters, DNA methylation levels, regulatory RNAs, and factors controlling the three-dimensional conformation of the genome. Here we use the lung to illustrate the importance of investigating an organ's purified cell epigenomes, and outline the challenges and promise of realizing a comprehensive catalog of primary cell epigenomes.
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Affiliation(s)
- Theresa Ryan Stueve
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Department of Biochemistry & Molecular Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Crystal N Marconett
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Beiyun Zhou
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Division of Pulmonary & Critical Care Medicine, Department of Medicine, Will Rogers Institute Pulmonary Research Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Zea Borok
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Department of Biochemistry & Molecular Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Division of Pulmonary & Critical Care Medicine, Department of Medicine, Will Rogers Institute Pulmonary Research Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
| | - Ite A Laird-Offringa
- Department of Surgery, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA.,Department of Biochemistry & Molecular Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90089, USA
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44
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Mews P, Berger SL. Exploring the Dynamic Relationship Between Cellular Metabolism and Chromatin Structure Using SILAC-Mass Spec and ChIP-Sequencing. Methods Enzymol 2016; 574:311-329. [PMID: 27423866 DOI: 10.1016/bs.mie.2016.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2023]
Abstract
Metabolic state and chromatin structure are tightly linked, enabling adaptation of gene expression to changing environment and metabolism. The bioenergetic pathways and enzymes that provide metabolic cofactors for histone modification have recently emerged as central regulators of chromatin. Current research therefore focuses on the dynamic interface of cellular metabolism and chromatin structure. Here, we provide an adaptable approach to examine broadly in changing physiological states, how chromatin structure is dynamically modulated by metabolic activity. We employ two complementary methods: high-throughput sequencing to establish the location of epigenetic changes, and stable isotope tracing using mass spectrometry to evaluate chromatin modification dynamics. Our two-pronged approach is of particular advantage when interrogating how metabolic and oncogenic mutations influence the dynamic relationship between metabolism, nutritional environment, and chromatin regulation.
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Affiliation(s)
- P Mews
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - S L Berger
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
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45
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Venkatasubramanian G, Keshavan MS. Biomarkers in Psychiatry - A Critique. Ann Neurosci 2016; 23:3-5. [PMID: 27536015 PMCID: PMC4934408 DOI: 10.1159/000443549] [Citation(s) in RCA: 60] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 09/02/2015] [Indexed: 12/25/2022] Open
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46
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Yan H, Tian S, Slager SL, Sun Z, Ordog T. Genome-Wide Epigenetic Studies in Human Disease: A Primer on -Omic Technologies. Am J Epidemiol 2016; 183:96-109. [PMID: 26721890 DOI: 10.1093/aje/kwv187] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 07/09/2015] [Indexed: 12/12/2022] Open
Abstract
Epigenetic information encoded in covalent modifications of DNA and histone proteins regulates fundamental biological processes through the action of chromatin regulators, transcription factors, and noncoding RNA species. Epigenetic plasticity enables an organism to respond to developmental and environmental signals without genetic changes. However, aberrant epigenetic control plays a key role in pathogenesis of disease. Normal epigenetic states could be disrupted by detrimental mutations and expression alteration of chromatin regulators or by environmental factors. In this primer, we briefly review the epigenetic basis of human disease and discuss how recent discoveries in this field could be translated into clinical diagnosis, prevention, and treatment. We introduce platforms for mapping genome-wide chromatin accessibility, nucleosome occupancy, DNA-binding proteins, and DNA methylation, primarily focusing on the integration of DNA methylation and chromatin immunoprecipitation-sequencing technologies into disease association studies. We highlight practical considerations in applying high-throughput epigenetic assays and formulating analytical strategies. Finally, we summarize current challenges in sample acquisition, experimental procedures, data analysis, and interpretation and make recommendations on further refinement in these areas. Incorporating epigenomic testing into the clinical research arsenal will greatly facilitate our understanding of the epigenetic basis of disease and help identify novel therapeutic targets.
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47
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Montalvo-Ortiz JL, Gelernter J, Hudziak J, Kaufman J. RDoC and translational perspectives on the genetics of trauma-related psychiatric disorders. Am J Med Genet B Neuropsychiatr Genet 2016; 171B:81-91. [PMID: 26592203 PMCID: PMC4754782 DOI: 10.1002/ajmg.b.32395] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2015] [Accepted: 10/09/2015] [Indexed: 01/01/2023]
Abstract
Individuals with a history of child abuse are at high risk for depression, anxiety disorders, aggressive behavior, and substance use problems. The goal of this paper is to review studies of the genetics of these stress-related psychiatric disorders. An informative subset of studies that examined candidate gene by environment (GxE) predictors of these psychiatric problems in individuals maltreated as children is reviewed, together with extant genome wide association studies (GWAS). Emerging findings on epigenetic changes associated with adverse early experiences are also reviewed. Meta-analytic support and replicated findings are evident for several genetic risk factors; however, extant research suggests the effects are pleiotropic. Genetic factors are not associated with distinct psychiatric disorders, but rather diverse clinical phenotypes. Research also suggests adverse early life experiences are associated with changes in gene expression of multiple known candidate genes, genes involved in DNA transcription and translation, and genes necessary for brain circuitry development, with changes in gene expression reported in key brain structures implicated in the pathophysiology of psychiatric and substance use disorders. The finding of pleiotropy highlights the value of using the Research Domain Criteria (RDoC) framework in future studies of the genetics of stress-related psychiatric disorders, and not trying simply to link genes to multifaceted clinical syndromes, but to more limited phenotypes that map onto distinct neural circuits. Emerging work in the field of epigenetics also suggests that translational studies that integrate numerous unbiased genome-wide approaches will help to further unravel the genetics of stress-related psychiatric disorders.
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Affiliation(s)
| | - Joel Gelernter
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut,Veteran's Administration Connecticut Health Care Center, Newington, Connecticut
| | - James Hudziak
- Vermont Center for Children, Youth, and Families, University of Vermont, Burlington, Vermont
| | - Joan Kaufman
- Center for Child and Family Traumatic Stress, Kennedy Krieger Institute, Baltimore, Maryland,Department of Psychiatry and Behavioral Sciences, Johns Hopkins School of Medicine, Baltimore, Maryland,Correspondence to: Joan Kaufman, Ph.D., Center for Child and Family Traumatic Stress, Kennedy Krieger Institute, 1750 East Fairmont Street, Baltimore, MD 21231.
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48
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Introduction. Transl Neurosci 2016. [DOI: 10.1007/978-1-4899-7654-3_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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Tabansky I, Stern JNH, Pfaff DW. Implications of Epigenetic Variability within a Cell Population for "Cell Type" Classification. Front Behav Neurosci 2015; 9:342. [PMID: 26733833 PMCID: PMC4679859 DOI: 10.3389/fnbeh.2015.00342] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Accepted: 11/23/2015] [Indexed: 11/18/2022] Open
Abstract
Here, we propose a new approach to defining nerve “cell types” in reaction to recent advances in single cell analysis. Among cells previously thought to be equivalent, considerable differences in global gene expression and biased tendencies among differing developmental fates have been demonstrated within multiple lineages. The model of classifying cells into distinct types thus has to be revised to account for this intrinsic variability. A “cell type” could be a group of cells that possess similar, but not necessarily identical properties, variable within a spectrum of epigenetic adjustments that permit its developmental path toward a specific function to be achieved. Thus, the definition of a cell type is becoming more similar to the definition of a species: sharing essential properties with other members of its group, but permitting a certain amount of deviation in aspects that do not seriously impact function. This approach accommodates, even embraces the spectrum of natural variation found in various cell populations and consequently avoids the fallacy of false equivalence. For example, developing neurons will react to their microenvironments with epigenetic changes resulting in slight changes in gene expression and morphology. Addressing the new questions implied here will have significant implications for developmental neurobiology.
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Affiliation(s)
- Inna Tabansky
- Laboratory of Neurobiology and Behavior, The Rockefeller University New York, NY, USA
| | - Joel N H Stern
- Laboratory of Neurobiology and Behavior, The Rockefeller UniversityNew York, NY, USA; Departments of Neurology and Science Education, Hofstra North Shore-LIJ School of MedicineHempstead, NY, USA; Department of Autoimmunity, The Feinstein Institute for Medical Research, North Shore-LIJ Health SystemManhasset, NY, USA
| | - Donald W Pfaff
- Laboratory of Neurobiology and Behavior, The Rockefeller University New York, NY, USA
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Nestler EJ, Peña CJ, Kundakovic M, Mitchell A, Akbarian S. Epigenetic Basis of Mental Illness. Neuroscientist 2015; 22:447-63. [PMID: 26450593 DOI: 10.1177/1073858415608147] [Citation(s) in RCA: 215] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Psychiatric disorders are complex multifactorial illnesses involving chronic alterations in neural circuit structure and function as well as likely abnormalities in glial cells. While genetic factors are important in the etiology of most mental disorders, the relatively high rates of discordance among identical twins, particularly for depression and other stress-related syndromes, clearly indicate the importance of additional mechanisms. Environmental factors such as stress are known to play a role in the onset of these illnesses. Exposure to such environmental insults induces stable changes in gene expression, neural circuit function, and ultimately behavior, and these maladaptations appear distinct between developmental versus adult exposures. Increasing evidence indicates that these sustained abnormalities are maintained by epigenetic modifications in specific brain regions. Indeed, transcriptional dysregulation and the aberrant epigenetic regulation that underlies this dysregulation is a unifying theme in psychiatric disorders. Here, we provide a progress report of epigenetic studies of the three major psychiatric syndromes, depression, schizophrenia, and bipolar disorder. We review the literature derived from animal models of these disorders as well as from studies of postmortem brain tissue from human patients. While epigenetic studies of mental illness remain at early stages, understanding how environmental factors recruit the epigenetic machinery within specific brain regions to cause lasting changes in disease susceptibility and pathophysiology is revealing new insight into the etiology and treatment of these conditions.
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Affiliation(s)
- Eric J Nestler
- Departments of Neuroscience and Psychiatry, The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Catherine J Peña
- Departments of Neuroscience and Psychiatry, The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Marija Kundakovic
- Departments of Neuroscience and Psychiatry, The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Amanda Mitchell
- Departments of Neuroscience and Psychiatry, The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Schahram Akbarian
- Departments of Neuroscience and Psychiatry, The Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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