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1.
J Chem Inf Model ; 60(8): 3935-3943, 2020 08 24.
Article in English | MEDLINE | ID: mdl-32687361

ABSTRACT

Although molecular dynamics simulations allow for the study of interactions among virtually all biomolecular entities, metal ions still pose significant challenges in achieving an accurate structural and dynamical description of many biological assemblies, particularly to coarse-grained (CG) models. Although the reduced computational cost of CG methods often makes them the technique of choice for the study of large biomolecular systems, the parameterization of metal ions is still very crude or not available for the vast majority of CG force fields. Here, we show that incorporating statistical data retrieved from the Protein Data Bank (PDB) to set specific Lennard-Jones interactions can produce structurally accurate CG molecular dynamics simulations using the SIRAH force field. We provide a set of interaction parameters for calcium, magnesium, and zinc ions, which cover more than 80% of the metal-bound structures reported in the PDB. Simulations performed on several proteins and DNA systems show that it is possible to preclude the use of topological constraints by modifying specific Lennard-Jones interactions.


Subject(s)
Molecular Dynamics Simulation , Proteins , Cations, Divalent , DNA , Databases, Protein
2.
Front Pharmacol ; 11: 167, 2020.
Article in English | MEDLINE | ID: mdl-32218730

ABSTRACT

Chronic pain is a common detrimental condition that affects around 20% of the world population. The current drugs to treat chronic pain states, especially neuropathic pain, have a limited clinical efficiency and present significant adverse effects that complicates their regular use. Recent studies have proposed new therapeutic strategies focused on the pharmacological modulation of G-protein-coupled receptors, transporters, enzymes, and ion channels expressed on the nociceptive pathways. The present work intends to summarize recent advances on the pharmacological modulation of pentameric ligand-gated ion channels, which plays a key role in pain processing. Experimental data have shown that novel allosteric modulators targeting the excitatory nicotinic acetylcholine receptor, as well as the inhibitory GABAA and glycine receptors, reverse chronic pain-related behaviors in preclinical assays. Collectively, these evidences strongly suggest the pharmacological modulation of pentameric ligand-gated ion channels is a promising strategy towards the development of novel therapeutics to treat chronic pain states in humans.

3.
CNS Neurosci Ther ; 24(4): 343-352, 2018 04.
Article in English | MEDLINE | ID: mdl-29582588

ABSTRACT

AIMS: Huntington's disease (HD) is a neurodegenerative disorder characterized by progressive abnormalities in cognitive function, mental state, and motor control. HD is characterized by a failure in brain energy metabolism. It has been proposed that monocarboxylates, such as lactate, support brain activity. During neuronal synaptic activity, ascorbic acid released from glial cells stimulates lactate and inhibits glucose transport. The aim of this study was to evaluate the expression and function of monocarboxylate transporters (MCTs) in two HD models. METHODS: Using immunofluorescence, qPCR, and Western blot analyses, we explored mRNA and protein levels of MCTs in the striatum of R6/2 animals and HdhQ7/111 cells. We also evaluated MCT function in HdhQ7/111 cells using radioactive tracers and the fluorescent lactate sensor Laconic. RESULTS: We found no significant differences in the mRNA or protein levels of neuronal MCTs. Functional analyses revealed that neuronal MCT2 had a high catalytic efficiency in HD cells. Ascorbic acid did not stimulate lactate uptake in HD cells. Ascorbic acid was also unable to inhibit glucose transport in HD cells because they exhibit decreased expression of the neuronal glucose transporter GLUT3. CONCLUSION: We demonstrate that stimulation of lactate uptake by ascorbic acid is a consequence of inhibiting glucose transport. Supporting this, lactate transport stimulation by ascorbic acid in HD cells was completely restored by overexpressing GLUT3. Therefore, alterations in GLUT3 expression could be responsible for inefficient use of lactate in HD neurons, contributing to the metabolic failure observed in HD.


Subject(s)
Glucose Transporter Type 3/metabolism , Huntington Disease/metabolism , Lactic Acid/metabolism , Animals , Cell Line , Corpus Striatum/metabolism , Disease Models, Animal , Female , Humans , Male , Mice, Transgenic , Monocarboxylic Acid Transporters/metabolism , Neurons/metabolism , RNA, Messenger/metabolism , Rats
4.
Proc Natl Acad Sci U S A ; 113(21): 6029-34, 2016 May 24.
Article in English | MEDLINE | ID: mdl-27162329

ABSTRACT

Actin, spectrin, and associated molecules form a periodic, submembrane cytoskeleton in the axons of neurons. For a better understanding of this membrane-associated periodic skeleton (MPS), it is important to address how prevalent this structure is in different neuronal types, different subcellular compartments, and across different animal species. Here, we investigated the organization of spectrin in a variety of neuronal- and glial-cell types. We observed the presence of MPS in all of the tested neuronal types cultured from mouse central and peripheral nervous systems, including excitatory and inhibitory neurons from several brain regions, as well as sensory and motor neurons. Quantitative analyses show that MPS is preferentially formed in axons in all neuronal types tested here: Spectrin shows a long-range, periodic distribution throughout all axons but appears periodic only in a small fraction of dendrites, typically in the form of isolated patches in subregions of these dendrites. As in dendrites, we also observed patches of periodic spectrin structures in a small fraction of glial-cell processes in four types of glial cells cultured from rodent tissues. Interestingly, despite its strong presence in the axonal shaft, MPS is disrupted in most presynaptic boutons but is present in an appreciable fraction of dendritic spine necks, including some projecting from dendrites where such a periodic structure is not observed in the shaft. Finally, we found that spectrin is capable of adopting a similar periodic organization in neurons of a variety of animal species, including Caenorhabditis elegans, Drosophila, Gallus gallus, Mus musculus, and Homo sapiens.


Subject(s)
Actins/metabolism , Axons/metabolism , Cell Membrane/metabolism , Cytoskeleton/metabolism , Dendrites/metabolism , Spectrin/metabolism , Actins/genetics , Animals , Caenorhabditis elegans , Cell Line , Cell Membrane/genetics , Chickens , Cytoskeleton/genetics , Dendrites/genetics , Drosophila melanogaster , Mice , Species Specificity , Spectrin/genetics
5.
Neuron ; 81(3): 536-543, 2014 Feb 05.
Article in English | MEDLINE | ID: mdl-24507191

ABSTRACT

The RNA-binding protein TDP-43 regulates RNA metabolism at multiple levels, including transcription, RNA splicing, and mRNA stability. TDP-43 is a major component of the cytoplasmic inclusions characteristic of amyotrophic lateral sclerosis and some types of frontotemporal lobar degeneration. The importance of TDP-43 in disease is underscored by the fact that dominant missense mutations are sufficient to cause disease, although the role of TDP-43 in pathogenesis is unknown. Here we show that TDP-43 forms cytoplasmic mRNP granules that undergo bidirectional, microtubule-dependent transport in neurons in vitro and in vivo and facilitate delivery of target mRNA to distal neuronal compartments. TDP-43 mutations impair this mRNA transport function in vivo and in vitro, including in stem cell-derived motor neurons from ALS patients bearing any one of three different TDP-43 ALS-causing mutations. Thus, TDP-43 mutations that cause ALS lead to partial loss of a novel cytoplasmic function of TDP-43.


Subject(s)
Amyotrophic Lateral Sclerosis/pathology , Axonal Transport/genetics , DNA-Binding Proteins/genetics , Motor Neurons/metabolism , Mutation/genetics , RNA, Messenger/metabolism , Amyotrophic Lateral Sclerosis/genetics , Animals , Animals, Genetically Modified , Cells, Cultured , Cerebral Cortex/cytology , Drosophila , Drosophila Proteins/genetics , Humans , Kruppel-Like Factor 4 , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Luminescent Proteins/genetics , Mice , Mitochondria/metabolism , Motor Neurons/ultrastructure , Octamer Transcription Factor-3/genetics , Octamer Transcription Factor-3/metabolism , RNA-Binding Proteins/metabolism , SOXB1 Transcription Factors/genetics , SOXB1 Transcription Factors/metabolism
6.
Proc Natl Acad Sci U S A ; 110(12): 4697-702, 2013 Mar 19.
Article in English | MEDLINE | ID: mdl-23401527

ABSTRACT

Glial proliferation and activation are associated with disease progression in amyotrophic lateral sclerosis (ALS) and frontotemporal lobar dementia. In this study, we describe a unique platform to address the question of cell autonomy in transactive response DNA-binding protein (TDP-43) proteinopathies. We generated functional astroglia from human induced pluripotent stem cells carrying an ALS-causing TDP-43 mutation and show that mutant astrocytes exhibit increased levels of TDP-43, subcellular mislocalization of TDP-43, and decreased cell survival. We then performed coculture experiments to evaluate the effects of M337V astrocytes on the survival of wild-type and M337V TDP-43 motor neurons, showing that mutant TDP-43 astrocytes do not adversely affect survival of cocultured neurons. These observations reveal a significant and previously unrecognized glial cell-autonomous pathological phenotype associated with a pathogenic mutation in TDP-43 and show that TDP-43 proteinopathies do not display an astrocyte non-cell-autonomous component in cell culture, as previously described for SOD1 ALS. This study highlights the utility of induced pluripotent stem cell-based in vitro disease models to investigate mechanisms of disease in ALS and other TDP-43 proteinopathies.


Subject(s)
Amyotrophic Lateral Sclerosis , Astrocytes , Induced Pluripotent Stem Cells , Motor Neurons , Amyotrophic Lateral Sclerosis/metabolism , Amyotrophic Lateral Sclerosis/pathology , Astrocytes/metabolism , Astrocytes/pathology , Cell Line , Cell Proliferation , Cell Survival , Coculture Techniques , DNA-Binding Proteins/metabolism , Humans , Induced Pluripotent Stem Cells/metabolism , Induced Pluripotent Stem Cells/pathology , Male , Middle Aged , Motor Neurons/metabolism , Motor Neurons/pathology , Mutation
7.
Proc Natl Acad Sci U S A ; 110(8): E756-65, 2013 Feb 19.
Article in English | MEDLINE | ID: mdl-23388633

ABSTRACT

ALS results from the selective and progressive degeneration of motor neurons. Although the underlying disease mechanisms remain unknown, glial cells have been implicated in ALS disease progression. Here, we examine the effects of glial cell/motor neuron interactions on gene expression using the hSOD1(G93A) (the G93A allele of the human superoxide dismutase gene) mouse model of ALS. We detect striking cell autonomous and nonautonomous changes in gene expression in cocultured motor neurons and glia, revealing that the two cell types profoundly affect each other. In addition, we found a remarkable concordance between the cell culture data and expression profiles of whole spinal cords and acutely isolated spinal cord cells during disease progression in the G93A mouse model, providing validation of the cell culture approach. Bioinformatics analyses identified changes in the expression of specific genes and signaling pathways that may contribute to motor neuron degeneration in ALS, among which are TGF-ß signaling pathways.


Subject(s)
Amyotrophic Lateral Sclerosis/pathology , Astrocytes/pathology , Motor Neurons/pathology , Animals , Disease Models, Animal , Gene Expression , Humans , Mice , Proteoglycans/metabolism , Receptors, Transforming Growth Factor beta/metabolism , Spinal Cord/enzymology , Spinal Cord/metabolism , Superoxide Dismutase/genetics , Superoxide Dismutase/metabolism , Up-Regulation
8.
J Neurosci ; 33(2): 574-86, 2013 Jan 09.
Article in English | MEDLINE | ID: mdl-23303937

ABSTRACT

Human pluripotent stem cells are a promising source of differentiated cells for developmental studies, cell transplantation, disease modeling, and drug testing. However, their widespread use even for intensely studied cell types like spinal motor neurons is hindered by the long duration and low yields of existing protocols for in vitro differentiation and by the molecular heterogeneity of the populations generated. We report a combination of small molecules that within 3 weeks induce motor neurons at up to 50% abundance and with defined subtype identities of relevance to neurodegenerative disease. Despite their accelerated differentiation, motor neurons expressed combinations of HB9, ISL1, and column-specific markers that mirror those observed in vivo in human embryonic spinal cord. They also exhibited spontaneous and induced activity, and projected axons toward muscles when grafted into developing chick spinal cord. Strikingly, this novel protocol preferentially generates motor neurons expressing markers of limb-innervating lateral motor column motor neurons (FOXP1(+)/LHX3(-)). Access to high-yield cultures of human limb-innervating motor neuron subtypes will facilitate in-depth study of motor neuron subtype-specific properties, disease modeling, and development of large-scale cell-based screening assays.


Subject(s)
Extremities/innervation , Motor Neurons/physiology , Neural Stem Cells/physiology , Animals , Axons/physiology , Calcium/physiology , Calcium Signaling/physiology , Cell Differentiation/physiology , Cells, Cultured , Chick Embryo , DNA, Complementary/biosynthesis , DNA, Complementary/genetics , Female , Forkhead Transcription Factors/biosynthesis , Forkhead Transcription Factors/genetics , Homeodomain Proteins/genetics , Humans , Immunohistochemistry , LIM-Homeodomain Proteins/genetics , Male , Mice , Motor Neurons/metabolism , Neural Stem Cells/metabolism , Patch-Clamp Techniques , RNA-Induced Silencing Complex , Repressor Proteins/biosynthesis , Repressor Proteins/genetics , Spinal Cord/cytology , Spinal Cord/embryology , Stem Cell Transplantation/methods , Transcription Factors/genetics
9.
Cell Rep ; 2(4): 799-806, 2012 Oct 25.
Article in English | MEDLINE | ID: mdl-23022481

ABSTRACT

Mutations in the RNA binding protein FUS cause amyotrophic lateral sclerosis (ALS), a fatal adult motor neuron disease. Decreased expression of SMN causes the fatal childhood motor neuron disorder spinal muscular atrophy (SMA). The SMN complex localizes in both the cytoplasm and nuclear Gems, and loss of Gems is a cellular hallmark of fibroblasts in patients with SMA. Here, we report that FUS associates with the SMN complex, mediated by U1 snRNP and by direct interactions between FUS and SMN. Functionally, we show that FUS is required for Gem formation in HeLa cells, and expression of FUS containing a severe ALS-causing mutation (R495X) also results in Gem loss. Strikingly, a reduction in Gems is observed in ALS patient fibroblasts expressing either mutant FUS or TDP-43, another ALS-causing protein that interacts with FUS. The physical and functional interactions among SMN, FUS, TDP-43, and Gems indicate that ALS and SMA share a biochemical pathway, providing strong support for the view that these motor neuron diseases are related.


Subject(s)
Amyotrophic Lateral Sclerosis/metabolism , Muscular Atrophy, Spinal/metabolism , RNA-Binding Protein FUS/metabolism , SMN Complex Proteins/metabolism , Amyotrophic Lateral Sclerosis/pathology , DEAD Box Protein 20/metabolism , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , HeLa Cells , Humans , Muscular Atrophy, Spinal/pathology , Mutation , RNA Interference , RNA, Small Interfering/metabolism , RNA-Binding Protein FUS/antagonists & inhibitors , RNA-Binding Protein FUS/genetics , Ribonucleoproteins, Small Nuclear/metabolism , SMN Complex Proteins/genetics
10.
Proc Natl Acad Sci U S A ; 106(49): 20960-5, 2009 Dec 08.
Article in English | MEDLINE | ID: mdl-19933335

ABSTRACT

During injury to the nervous system, innate immune cells mediate phagocytosis of debris, cytokine production, and axon regeneration. In the neuro-degenerative disease amyotrophic lateral sclerosis (ALS), innate immune cells in the CNS are activated. However, the role of innate immunity in the peripheral nervous system (PNS) has not been well defined. In this study, we characterized robust activation of CD169/CD68/Iba1+ macrophages throughout the PNS in mutant SOD1(G93A) and SOD1(G37R) transgenic mouse models of ALS. Macrophage activation occurred pre-symptomatically, and expanded from focal arrays within nerve bundles to a tissue-wide distribution following symptom onset. We found a striking dichotomy for immune cells within the spinal cord and PNS. Flow cytometry and GFP bone marrow chimeras showed that spinal cord microglia were mainly tissue resident derived, dendritic-like cells, whereas in peripheral nerves, the majority of activated macrophages infiltrated from the circulation. Humoral antibodies and complement localized to PNS tissue in tandem with macrophage recruitment, and deficiency in complement C4 led to decreased macrophage activation. Therefore, cross-talk between nervous and immune systems occurs throughout the PNS during ALS disease progression. These data reveal a progressive innate and humoral immune response in peripheral nerves that is separate and distinct from spinal cord immune activation in ALS transgenic mice.


Subject(s)
Amyotrophic Lateral Sclerosis/immunology , Immunity, Humoral/immunology , Immunity, Innate/immunology , Peripheral Nervous System/immunology , Peripheral Nervous System/pathology , Aging/immunology , Aging/pathology , Amyotrophic Lateral Sclerosis/enzymology , Amyotrophic Lateral Sclerosis/pathology , Animals , Complement C4/immunology , Flow Cytometry , Green Fluorescent Proteins/metabolism , Macrophage Activation/immunology , Mice , Mice, Transgenic , Muscles/innervation , Muscles/pathology , Mutation/genetics , Myeloid Cells/immunology , Myeloid Cells/pathology , Nerve Degeneration/immunology , Nerve Degeneration/pathology , Peripheral Nervous System/enzymology , Phenotype , Sciatic Nerve/pathology , Spinal Cord/immunology , Spinal Cord/pathology , Staining and Labeling , Superoxide Dismutase/genetics
11.
Mol Cell ; 27(3): 435-48, 2007 Aug 03.
Article in English | MEDLINE | ID: mdl-17679093

ABSTRACT

Both microRNAs and alternative pre-mRNA splicing have been implicated in the development of the nervous system (NS), but functional interactions between these two pathways are poorly understood. We demonstrate that the neuron-specific microRNA miR-124 directly targets PTBP1 (PTB/hnRNP I) mRNA, which encodes a global repressor of alternative pre-mRNA splicing in nonneuronal cells. Among the targets of PTBP1 is a critical cassette exon in the pre-mRNA of PTBP2 (nPTB/brPTB/PTBLP), an NS-enriched PTBP1 homolog. When this exon is skipped, PTBP2 mRNA is subject to nonsense-mediated decay (NMD). During neuronal differentiation, miR-124 reduces PTBP1 levels, leading to the accumulation of correctly spliced PTBP2 mRNA and a dramatic increase in PTBP2 protein. These events culminate in the transition from non-NS to NS-specific alternative splicing patterns. We also present evidence that miR-124 plays a key role in the differentiation of progenitor cells to mature neurons. Thus, miR-124 promotes NS development, at least in part by regulating an intricate network of NS-specific alternative splicing.


Subject(s)
Alternative Splicing/genetics , Brain/physiology , Cell Differentiation , MicroRNAs/genetics , Neuroblastoma/metabolism , Neurons/cytology , RNA Precursors/metabolism , RNA, Messenger/metabolism , Animals , Cells, Cultured , Exons , Gene Expression Regulation, Developmental , Heterogeneous-Nuclear Ribonucleoproteins/genetics , Heterogeneous-Nuclear Ribonucleoproteins/metabolism , Humans , Mice , MicroRNAs/metabolism , Mitosis/physiology , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Neuroblastoma/genetics , Neuroblastoma/pathology , Neurons/metabolism , Polypyrimidine Tract-Binding Protein/genetics , Polypyrimidine Tract-Binding Protein/metabolism , RNA Precursors/genetics , RNA Processing, Post-Transcriptional , RNA, Messenger/chemistry , Transfection
12.
Nat Neurosci ; 10(5): 608-14, 2007 May.
Article in English | MEDLINE | ID: mdl-17435754

ABSTRACT

Here we report an in vitro model system for studying the molecular and cellular mechanisms that underlie the neurodegenerative disease amyotrophic lateral sclerosis (ALS). Embryonic stem cells (ESCs) derived from mice carrying normal or mutant transgenic alleles of the human SOD1 gene were used to generate motor neurons by in vitro differentiation. These motor neurons could be maintained in long-term coculture either with additional cells that arose during differentiation or with primary glial cells. Motor neurons carrying either the nonpathological human SOD1 transgene or the mutant SOD1(G93A) allele showed neurodegenerative properties when cocultured with SOD1(G93A) glial cells. Thus, our studies demonstrate that glial cells carrying a human SOD1(G93A) mutation have a direct, non-cell autonomous effect on motor neuron survival. More generally, our results show that ESC-based models of disease provide a powerful tool for studying the mechanisms of neural degeneration. These phenotypes displayed in culture could provide cell-based assays for the identification of new ALS drugs.


Subject(s)
Amyotrophic Lateral Sclerosis/pathology , Motor Neurons/physiology , Neuroglia/physiology , Stem Cells/physiology , Analysis of Variance , Animals , Cell Differentiation/physiology , Cell Survival/physiology , Cells, Cultured , Coculture Techniques/methods , Disease Models, Animal , Embryo, Mammalian , Flow Cytometry/methods , Green Fluorescent Proteins/genetics , Humans , Mice , Mice, Transgenic , Nerve Tissue Proteins/metabolism , Reverse Transcriptase Polymerase Chain Reaction/methods , Superoxide Dismutase/genetics , Time Factors
13.
Mol Cell Neurosci ; 28(4): 770-8, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15797723

ABSTRACT

Previous studies, using electrophysiological and fluorimetric analysis with a calcium sensitive dye, have shown that 5-7 DIV developing spinal cord neurons displayed high levels of glycinergic transmission. GABAergic and AMPAergic neurotransmission contributed much less to the overall transmission. Here, we show that culturing neurons in absence of a glia cell monolayer reduced the frequency of glycinergic spontaneous IPSCs (0.1 +/- 0.01 Hz), without altering the level of overall transmission (3 +/- 1.1 Hz). The predominant transmission was mediated by GABA(A) receptors (72% of total synaptic events). In addition, combination of bicuculline and CNQX blocked synaptically mediated calcium transients recorded with fluo-3. Furthermore, application of glycine revealed the presence of extrasynaptic receptors in these neurons (25 +/- 6 pA/pF). Culturing neurons on a glial cell monolayer increased the frequency of glycinergic currents (0.4 +/- 0.02 Hz), without changing the amplitude of the current (20 +/- 4 pA). The use of a glia-conditioned media reversed the effect of growing the neurons in a glia-deprived condition. These results indicate that the establishment of glycinergic transmission is dependent on the presence of a glia derived soluble factor. However, functional GlyRs were still able to insert in the neuronal membrane in a glia-independent manner.


Subject(s)
Glycine/physiology , Neuroglia/physiology , Neurons/physiology , Spinal Cord/physiology , Synaptic Transmission/physiology , Animals , Cells, Cultured , In Vitro Techniques , Mice , Mice, Inbred C57BL , Neuroglia/cytology , Neurons/cytology , Neurons/drug effects , Spinal Cord/cytology , Synaptic Transmission/drug effects
14.
Brain Res Brain Res Rev ; 47(1-3): 33-45, 2004 Dec.
Article in English | MEDLINE | ID: mdl-15572161

ABSTRACT

Glycine receptors (GlyRs) play a major role in the excitability of spinal cord and brain stem neurons. During development, several properties of these receptors undergo significant changes resulting in major modifications of their physiological functions. For example, the receptor structure switches from a monomeric alpha or heteromeric alpha 2 beta in immature neurons to an alpha 1 beta receptor type in mature neurons. Together with these changes in receptor subunits, the postsynaptic cluster size increases with development. Parallel to these modifications, the apparent receptor affinity to glycine and strychnine, as well as that of Zn(2+) and ethanol increases with time. The mature receptor is characterized by a slow desensitizing current and high sensitivity to modulation by protein kinase C. Also, the high level of glycinergic transmission in immature spinal neurons modulates neuronal excitability causing membrane depolarization and changes in intracellular calcium. Due to these properties, chronic inhibition of glycinergic transmission affects neurite outgrowth and produces changes in the level of synaptic transmission induced by GABA(A) and AMPA receptors. Finally, the high level of plasticity found in immature GlyRs is likely associated to changes in cytoskeleton dynamics.


Subject(s)
Brain/metabolism , Cell Differentiation/physiology , Neural Inhibition/physiology , Presynaptic Terminals/metabolism , Receptors, Glycine/metabolism , Animals , Brain/growth & development , Glycine Agents/pharmacology , Humans , Neuronal Plasticity/physiology , Protein Subunits/metabolism , Receptor Aggregation/physiology , Receptors, Glycine/drug effects , Synaptic Transmission/physiology
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