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1.
Sci Transl Med ; 11(513)2019 10 09.
Article in English | MEDLINE | ID: mdl-31597755

ABSTRACT

One million patients with congenital heart disease (CHD) live in the United States. They have a lifelong risk of developing heart failure. Current concepts do not sufficiently address mechanisms of heart failure development specifically for these patients. Here, analysis of heart tissue from an infant with tetralogy of Fallot with pulmonary stenosis (ToF/PS) labeled with isotope-tagged thymidine demonstrated that cardiomyocyte cytokinesis failure is increased in this common form of CHD. We used single-cell transcriptional profiling to discover that the underlying mechanism of cytokinesis failure is repression of the cytokinesis gene ECT2, downstream of ß-adrenergic receptors (ß-ARs). Inactivation of the ß-AR genes and administration of the ß-blocker propranolol increased cardiomyocyte division in neonatal mice, which increased the number of cardiomyocytes (endowment) and conferred benefit after myocardial infarction in adults. Propranolol enabled the division of ToF/PS cardiomyocytes in vitro. These results suggest that ß-blockers could be evaluated for increasing cardiomyocyte division in patients with ToF/PS and other types of CHD.


Subject(s)
Cytokinesis/drug effects , Myocytes, Cardiac/metabolism , Receptors, Adrenergic, beta/metabolism , Adrenergic beta-Antagonists/pharmacology , Animals , Animals, Newborn , Cell Proliferation/drug effects , Humans , Mice , Myocytes, Cardiac/drug effects , Propranolol/pharmacology , Proto-Oncogene Proteins/metabolism , Rats
2.
Cell Rep ; 18(3): 791-803, 2017 01 17.
Article in English | MEDLINE | ID: mdl-28099855

ABSTRACT

Investigation of human CNS disease and drug effects has been hampered by the lack of a system that enables single-cell analysis of live adult patient brain cells. We developed a culturing system, based on a papain-aided procedure, for resected adult human brain tissue removed during neurosurgery. We performed single-cell transcriptomics on over 300 cells, permitting identification of oligodendrocytes, microglia, neurons, endothelial cells, and astrocytes after 3 weeks in culture. Using deep sequencing, we detected over 12,000 expressed genes, including hundreds of cell-type-enriched mRNAs, lncRNAs and pri-miRNAs. We describe cell-type- and patient-specific transcriptional hierarchies. Single-cell transcriptomics on cultured live adult patient derived cells is a prime example of the promise of personalized precision medicine. Because these cells derive from subjects ranging in age into their sixties, this system permits human aging studies previously possible only in rodent systems.


Subject(s)
Brain/metabolism , Transcriptome , Adult , Aged , Brain/cytology , Cells, Cultured , Female , Humans , Male , MicroRNAs/metabolism , Microglia/cytology , Microglia/metabolism , Middle Aged , Neurons/cytology , Neurons/metabolism , Oligodendroglia/cytology , Oligodendroglia/metabolism , Principal Component Analysis , RNA, Long Noncoding/metabolism , RNA, Messenger/metabolism , Single-Cell Analysis , Young Adult
3.
BMC Genomics ; 17(1): 966, 2016 11 24.
Article in English | MEDLINE | ID: mdl-27881084

ABSTRACT

BACKGROUND: Recently, measurement of RNA at single cell resolution has yielded surprising insights. Methods for single-cell RNA sequencing (scRNA-seq) have received considerable attention, but the broad reliability of single cell methods and the factors governing their performance are still poorly known. RESULTS: Here, we conducted a large-scale control experiment to assess the transfer function of three scRNA-seq methods and factors modulating the function. All three methods detected greater than 70% of the expected number of genes and had a 50% probability of detecting genes with abundance greater than 2 to 4 molecules. Despite the small number of molecules, sequencing depth significantly affected gene detection. While biases in detection and quantification were qualitatively similar across methods, the degree of bias differed, consistent with differences in molecular protocol. Measurement reliability increased with expression level for all methods and we conservatively estimate measurements to be quantitative at an expression level greater than ~5-10 molecules. CONCLUSIONS: Based on these extensive control studies, we propose that RNA-seq of single cells has come of age, yielding quantitative biological information.


Subject(s)
High-Throughput Nucleotide Sequencing , Nucleic Acid Amplification Techniques , RNA/genetics , Single-Cell Analysis , High-Throughput Nucleotide Sequencing/methods , Reproducibility of Results , Sensitivity and Specificity , Sequence Analysis, RNA , Single-Cell Analysis/methods
4.
FASEB J ; 30(1): 81-92, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26304220

ABSTRACT

Brown adipocytes (BAs) are specialized for adaptive thermogenesis and, upon sympathetic stimulation, activate mitochondrial uncoupling protein (UCP)-1 and oxidize fatty acids to generate heat. The capacity for brown adipose tissue (BAT) to protect against obesity and metabolic disease is recognized, yet information about which signals activate BA, besides ß3-adrenergic receptor stimulation, is limited. Using single-cell transcriptomics, we confirmed the presence of mRNAs encoding traditional BAT markers (i.e., UCP1, expressed in 100% of BAs Adrb3, expressed in <50% of BAs) in mouse and have shown single-cell variability (>1000-fold) in their expression at both the mRNA and protein levels. We further identified mRNAs encoding novel markers, orphan GPCRs, and many receptors that bind the classic neurotransmitters, neuropeptides, chemokines, cytokines, and hormones. The transcriptome variability between BAs suggests a much larger range of responsiveness of BAT than previously recognized and that not all BAs function identically. We examined the in vivo functional expression of 12 selected receptors by microinjecting agonists into live mouse BAT and analyzing the metabolic response. In this manner, we expanded the number of known receptors on BAs at least 25-fold, while showing that the expression of classic BA markers is more complex and variable than previously thought.


Subject(s)
Adipocytes, Brown/cytology , Adipose Tissue, Brown/metabolism , Homeostasis/physiology , Mitochondria/metabolism , Mitochondrial Proteins/metabolism , Adipose Tissue, Brown/cytology , Animals , Ion Channels/metabolism , Male , Membrane Proteins/metabolism , Mice , Obesity/metabolism , Thermogenesis/physiology , Transcriptome
5.
Genome Biol ; 16: 122, 2015 Jun 09.
Article in English | MEDLINE | ID: mdl-26056000

ABSTRACT

BACKGROUND: Differentiation of metazoan cells requires execution of different gene expression programs but recent single-cell transcriptome profiling has revealed considerable variation within cells of seeming identical phenotype. This brings into question the relationship between transcriptome states and cell phenotypes. Additionally, single-cell transcriptomics presents unique analysis challenges that need to be addressed to answer this question. RESULTS: We present high quality deep read-depth single-cell RNA sequencing for 91 cells from five mouse tissues and 18 cells from two rat tissues, along with 30 control samples of bulk RNA diluted to single-cell levels. We find that transcriptomes differ globally across tissues with regard to the number of genes expressed, the average expression patterns, and within-cell-type variation patterns. We develop methods to filter genes for reliable quantification and to calibrate biological variation. All cell types include genes with high variability in expression, in a tissue-specific manner. We also find evidence that single-cell variability of neuronal genes in mice is correlated with that in rats consistent with the hypothesis that levels of variation may be conserved. CONCLUSIONS: Single-cell RNA-sequencing data provide a unique view of transcriptome function; however, careful analysis is required in order to use single-cell RNA-sequencing measurements for this purpose. Technical variation must be considered in single-cell RNA-sequencing studies of expression variation. For a subset of genes, biological variability within each cell type appears to be regulated in order to perform dynamic functions, rather than solely molecular noise.


Subject(s)
Genetic Variation , Transcriptome , Animals , Cells, Cultured , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Mice , Mice, Inbred C57BL , RNA Stability , Rats , Rats, Sprague-Dawley , Sequence Analysis, RNA , Single-Cell Analysis
6.
Cell ; 157(3): 689-701, 2014 Apr 24.
Article in English | MEDLINE | ID: mdl-24766812

ABSTRACT

Though much is known about the cellular and molecular components of the circadian clock, output pathways that couple clock cells to overt behaviors have not been identified. We conducted a screen for circadian-relevant neurons in the Drosophila brain and report here that cells of the pars intercerebralis (PI), a functional homolog of the mammalian hypothalamus, comprise an important component of the circadian output pathway for rest:activity rhythms. GFP reconstitution across synaptic partners (GRASP) analysis demonstrates that PI cells are connected to the clock through a polysynaptic circuit extending from pacemaker cells to PI neurons. Molecular profiling of relevant PI cells identified the corticotropin-releasing factor (CRF) homolog, DH44, as a circadian output molecule that is specifically expressed by PI neurons and is required for normal rest:activity rhythms. Notably, selective activation or ablation of just six DH44+ PI cells causes arrhythmicity. These findings delineate a circuit through which clock cells can modulate locomotor rhythms.


Subject(s)
Circadian Clocks , Drosophila/physiology , Neurons/physiology , Animals , Animals, Genetically Modified , Brain/cytology , Brain/physiology , Circadian Rhythm , Drosophila/cytology , Neurons/cytology , Single-Cell Analysis , Transcriptome
7.
Nat Methods ; 11(2): 190-6, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24412976

ABSTRACT

Transcriptome profiling of single cells resident in their natural microenvironment depends upon RNA capture methods that are both noninvasive and spatially precise. We engineered a transcriptome in vivo analysis (TIVA) tag, which upon photoactivation enables mRNA capture from single cells in live tissue. Using the TIVA tag in combination with RNA sequencing (RNA-seq), we analyzed transcriptome variance among single neurons in culture and in mouse and human tissue in vivo. Our data showed that the tissue microenvironment shapes the transcriptomic landscape of individual cells. The TIVA methodology is, to our knowledge, the first noninvasive approach for capturing mRNA from live single cells in their natural microenvironment.


Subject(s)
Brain/metabolism , Gene Expression Profiling , High-Throughput Nucleotide Sequencing/methods , Hippocampus/metabolism , Neurons/metabolism , Sequence Analysis, RNA/methods , Animals , Computational Biology , Gene Library , Humans , Mice , Mice, Inbred C57BL , RNA, Messenger/genetics
8.
FASEB J ; 28(2): 771-80, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24192459

ABSTRACT

Despite the recognized importance of the dorsal raphe (DR) serotonergic (5-HT) nuclei in the pathophysiology of depression and anxiety, the molecular components/putative drug targets expressed by these neurons are poorly characterized. Utilizing the promoter of an ETS domain transcription factor that is a stable marker of 5-HT neurons (Pet-1) to drive 5-HT neuronal expression of YFP, we identified 5-HT neurons in live acute slices. We isolated RNA from single 5-HT neurons in the ventromedial and lateral wings of the DR and performed single-cell RNA-Seq analysis identifying >500 G-protein coupled receptors (GPCRs) including receptors for classical transmitters, lipid signals, and peptides as well as dozens of orphan-GPCRs. Using these data to inform our selection of receptors to assess, we found that oxytocin and lysophosphatidic acid 1 receptors are translated and active in costimulating, with the α1-adrenergic receptor, the firing of DR 5-HT neurons, while the effects of histamine are inhibitory and exerted at H3 histamine receptors. The inhibitory histamine response provides evidence for tonic in vivo histamine inhibition of 5-HT neurons. This study illustrates that unbiased single-cell transcriptomics coupled with functional analyses provides novel insights into how neurons and neuronal systems are regulated.


Subject(s)
Serotonergic Neurons/metabolism , Animals , Electrophysiology , In Vitro Techniques , Male , Mice , Receptors, G-Protein-Coupled/metabolism , Serotonin/metabolism
9.
Curr Opin Pharmacol ; 13(5): 786-90, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23725882

ABSTRACT

Single cell sequencing is currently in its relative infancy although an unprecedented amount of information is already being generated. These techniques are providing new insight into intercellular variability as well as identification of previously unrecognized drug targets. As more groups are gaining an interest in this fruitful technique, new sample preparation techniques, sequencing platforms, and bioinformatics tools are being developed which only improve the quantity and quality of data generated in these studies. Great advancements in harvest (in vivo pipette), sample preparation, and sequencing (Illumina HiSeq 2500/MiSeq, Ion Torrent PGM, Pacific Biosciences RS) are allowing for previously untestable questions to be answered and for expanded accessibility of these technologies.


Subject(s)
Drug Discovery , Single-Cell Analysis , Animals , Gene Expression Profiling , Humans , Sequence Analysis, RNA
10.
J R Soc Interface ; 9(77): 3165-83, 2012 Dec 07.
Article in English | MEDLINE | ID: mdl-22915636

ABSTRACT

The building blocks of complex biological systems are single cells. Fundamental insights gained from single-cell analysis promise to provide the framework for understanding normal biological systems development as well as the limits on systems/cellular ability to respond to disease. The interplay of cells to create functional systems is not well understood. Until recently, the study of single cells has concentrated primarily on morphological and physiological characterization. With the application of new highly sensitive molecular and genomic technologies, the quantitative biochemistry of single cells is now accessible.


Subject(s)
Neurons/physiology , Single-Cell Analysis/methods , Electrophysiology , Gene Expression Regulation , In Situ Hybridization , Ion Channels/physiology , Neurons/cytology , Protein Biosynthesis , Proteomics/methods , Stochastic Processes , Transcriptome
11.
Neurobiol Dis ; 46(3): 646-54, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22426393

ABSTRACT

Alterations in neuronal cytosolic calcium is a key mediator of the traumatic brain injury (TBI) pathobiology, but less is known of the role and source of calcium in shaping early changes in synaptic receptors and neural circuits after TBI. In this study, we examined the calcium source and potential phosphorylation events leading to insertion of calcium-permeable AMPARs (CP-AMPARs) after in vitro traumatic brain injury, a receptor subtype that influences neural circuit dynamics for hours to days following injury. We found that both synaptic and NR2B-containing NMDARs contribute significantly to the calcium influx following stretch injury. Moreover, an early and sustained phosphorylation of the S-831 site of the GluR1 subunit appeared after mechanical injury, and this phosphorylation was blocked with the inhibition of either synaptic NMDARs or NR2B-containing NMDARs. In comparison, mechanical injury led to no significant change in the S-845 phosphorylation of the GluR1 subunit. Although no change in S-845 phosphorylation appeared in injured cultures, we observed that inhibition of NR2B-containing NMDARs significantly increased S-845 phosphorylation 1h after injury while blockade of synaptic NMDARs did not change S-845 phosphorylation at any time point following injury. These findings show that a broad class of NMDARs are activated in parallel and that targeting either subpopulation will reverse some of the consequences of mechanical injury, providing distinct paths to treat the effects of mechanical injury on neural circuits after TBI.


Subject(s)
Brain Injuries/metabolism , Calcium/metabolism , Receptors, AMPA/metabolism , Receptors, N-Methyl-D-Aspartate/physiology , Animals , Bicuculline/pharmacology , Blotting, Western , Calcium-Calmodulin-Dependent Protein Kinase Type 2/metabolism , Cell Death/physiology , Cells, Cultured , Dizocilpine Maleate/pharmacology , Excitatory Amino Acid Antagonists/pharmacology , GABA Antagonists/pharmacology , Phenols/pharmacology , Phosphorylation , Piperidines/pharmacology , Rats , Receptors, AMPA/drug effects , Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors , Receptors, N-Methyl-D-Aspartate/drug effects , Receptors, N-Methyl-D-Aspartate/metabolism
12.
J Biol Chem ; 287(6): 4348-59, 2012 Feb 03.
Article in English | MEDLINE | ID: mdl-22179603

ABSTRACT

N-methyl-D-aspartate receptors (NMDARs), critical mediators of both physiologic and pathologic neurological signaling, have previously been shown to be sensitive to mechanical stretch through the loss of its native Mg(2+) block. However, the regulation of this mechanosensitivity has yet to be further explored. Furthermore, as it has become apparent that NMDAR-mediated signaling is dependent on specific NMDAR subtypes, as governed by the identity of the NR2 subunit, a crucial unanswered question is the role of subunit composition in observed NMDAR mechanosensitivity. Here, we used a recombinant system to assess the mechanosensitivity of specific subtypes and demonstrate that the mechanosensitive property is uniquely governed by the NR2B subunit. NR1/NR2B NMDARs displayed significant stretch sensitivity, whereas NR1/NR2A NMDARs did not respond to stretch. Furthermore, NR2B mechanosensitivity was regulated by PKC activity, because PKC inhibition reduced stretch responses in transfected HEK 293 cells and primary cortical neurons. Finally, using NR2B point mutations, we identified a PKC phosphorylation site, Ser-1323 on NR2B, as a unique critical regulator of stretch sensitivity. These data suggest that the selective mechanosensitivity of NR2B can significantly impact neuronal response to traumatic brain injury and illustrate that the mechanical tone of the neuron can be dynamically regulated by PKC activity.


Subject(s)
Brain Injuries/metabolism , Mechanotransduction, Cellular , Neurons/metabolism , Protein Kinase C/metabolism , Receptors, N-Methyl-D-Aspartate/metabolism , Animals , Brain Injuries/genetics , Brain Injuries/pathology , HEK293 Cells , Humans , Neurons/pathology , Point Mutation , Protein Kinase C/genetics , Rats , Receptors, N-Methyl-D-Aspartate/genetics , Transfection
13.
J Neurosci ; 29(33): 10350-6, 2009 Aug 19.
Article in English | MEDLINE | ID: mdl-19692609

ABSTRACT

Alterations in the expression, molecular composition, and localization of voltage-gated sodium channels play major roles in a broad range of neurological disorders. Recent evidence identifies sodium channel proteolysis as a key early event after ischemia and traumatic brain injury, further expanding the role of the sodium channel in neurological diseases. In this study, we investigate the protease responsible for proteolytic cleavage of voltage-gated sodium channels (NaChs). NaCh proteolysis occurs after protease activation in rat brain homogenates, pharmacological disruption of ionic homeostasis in cortical cultures, and mechanical injury using an in vitro model of traumatic brain injury. Proteolysis requires Ca(2+) and calpain activation but is not influenced by caspase-3 or cathepsin inhibition. Proteolysis results in loss of the full-length alpha-subunits, and the creation of fragments comprising all domains of the channel that retain interaction even after proteolysis. Cell surface biotinylation after mechanical injury indicates that proteolyzed NaChs remain in the membrane before noticeable evidence of neuronal death, providing a mechanism for altered action potential initiation, propagation, and downstream signaling events after Ca(2+) elevation.


Subject(s)
Brain/metabolism , Calpain/physiology , Nerve Tissue Proteins/metabolism , Protein Subunits/metabolism , Sodium Channels/metabolism , Animals , Brain/enzymology , Brain/physiology , Cells, Cultured , Female , Humans , Hydrolysis , NAV1.2 Voltage-Gated Sodium Channel , Nerve Tissue Proteins/physiology , Peptide Fragments/metabolism , Peptide Fragments/physiology , Protein Structure, Tertiary , Protein Subunits/physiology , Rats , Sodium Channels/physiology
14.
J Neurotrauma ; 25(10): 1207-16, 2008 Oct.
Article in English | MEDLINE | ID: mdl-18986222

ABSTRACT

Traumatic brain injury (TBI) is one of the most disabling injuries in the population, with 1.5 million Americans new cases each year and 5.3 million Americans overall requiring long-term daily care as a result of their injuries. One critical aspect in developing effective treatments for TBI is determining if new, specific receptor populations emerge in the early phase after injury that can subsequently be targeted to reduce neuronal death after injury. One specific glutamate receptor subtype, the calcium-permeable AMPA receptor (CP-AMPAR), is becoming increasingly recognized for its role in physiological and pathophysiological processes. Although present in relatively low levels in the mature brain, recent studies show that CP-AMPARs can appear following ischemic brain injury or status epilepticus, and the mechanisms that regulate the appearance of these receptors include alterations in transcription, RNA editing, and receptor trafficking. In this report, we use an in vitro model of TBI to show a gradual appearance of CP-AMPARs four hours following injury to cortical neurons. Moreover, the appearance of these receptors is mediated by the phosphorylation of CaMKIIalpha following injury. Selectively blocking CP-AMPARs after mechanical injury leads to a significant reduction in the cell death that occurs 24 h following injury in untreated controls, and is similar in protection offered by broad-spectrum NMDA and AMPA receptor antagonists. These data point to a potentially new and more targeted therapeutic approach for treating TBI.


Subject(s)
Brain Injuries/metabolism , Calcium Signaling/physiology , Cerebral Cortex/metabolism , Nerve Degeneration/metabolism , Neurons/metabolism , Receptors, AMPA/metabolism , Animals , Brain Injuries/physiopathology , Calcium/metabolism , Calcium-Calmodulin-Dependent Protein Kinase Type 2/metabolism , Cell Death/drug effects , Cell Death/physiology , Cells, Cultured , Cerebral Cortex/physiopathology , Cytoprotection/drug effects , Cytoprotection/physiology , Cytosol/drug effects , Cytosol/metabolism , Excitatory Amino Acid Antagonists/pharmacology , Nerve Degeneration/physiopathology , Neuroprotective Agents/pharmacology , Patch-Clamp Techniques , Protein Transport/genetics , RNA Editing/genetics , Rats , Receptors, AMPA/antagonists & inhibitors , Receptors, AMPA/genetics , Stress, Mechanical , Time Factors , Up-Regulation/physiology
15.
Prog Brain Res ; 161: 27-39, 2007.
Article in English | MEDLINE | ID: mdl-17618968

ABSTRACT

Traumatic brain injury (TBI) represents one of most common disorders to the central nervous system (CNS). Despite significant efforts, though, an effective clinical treatment for TBI is not yet available. The complexity of human TBI is modeled with a broad group of experimental models, with each model matching some aspect of the human condition. In the past 15 years, these in vivo models were complemented with a group of in vitro models, with these in vitro models allowing investigators to more precisely identify the mechanism(s) of TBI, the different intracellular events that occur in acute period following injury, and the possible treatment of this injury in vitro. In this paper, we review the available in vitro models to study TBI, discuss their biomechanical basis for human TBI, and review the findings from these in vitro models. Finally, we synthesize the current knowledge and point out possible future directions for this group of models, especially in the effort toward developing new therapies for the traumatically brain injured patient.


Subject(s)
Trauma, Nervous System/metabolism , Trauma, Nervous System/pathology , Animals , Biomechanical Phenomena , Disease Models, Animal , Humans , In Vitro Techniques , Models, Biological
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