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Liu N, Liu L, Pan X. Single-cell analysis of the transcriptome and its application in the characterization of stem cells and early embryos. Cell Mol Life Sci 2014; 71:2707-15. [PMID: 24652479 PMCID: PMC11113295 DOI: 10.1007/s00018-014-1601-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2013] [Revised: 01/16/2014] [Accepted: 02/03/2014] [Indexed: 12/17/2022]
Abstract
Cellular heterogeneity within a cell population is a common phenomenon in multicellular organisms, tissues, cultured cells, and even FACS-sorted subpopulations. Important information may be masked if the cells are studied as a mass. Transcriptome profiling is a parameter that has been intensively studied, and relatively easier to address than protein composition. To understand the basis and importance of heterogeneity and stochastic aspects of the cell function and its mechanisms, it is essential to examine transcriptomes of a panel of single cells. High-throughput technologies, starting from microarrays and now RNA-seq, provide a full view of the expression of transcriptomes but are limited by the amount of RNA for analysis. Recently, several new approaches for amplification and sequencing the transcriptome of single cells or a limited low number of cells have been developed and applied. In this review, we summarize these major strategies, such as PCR-based methods, IVT-based methods, phi29-DNA polymerase-based methods, and several other methods, including their principles, characteristics, advantages, and limitations, with representative applications in cancer stem cells, early development, and embryonic stem cells. The prospects for development of future technology and application of transcriptome analysis in a single cell are also discussed.
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Affiliation(s)
- Na Liu
- State Key Laboratory of Medicinal Chemical Biology, Department of Cell Biology and Genetics, College of Life Science, Nankai University, Tianjin, 300071, China,
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Whyment AD, Coderre E, Wilson JMM, Renaud LP, O'Hare E, Spanswick D. Electrophysiological, pharmacological and molecular profile of the transient outward rectifying conductance in rat sympathetic preganglionic neurons in vitro. Neuroscience 2011; 178:68-81. [PMID: 21211550 DOI: 10.1016/j.neuroscience.2010.12.061] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2010] [Revised: 12/27/2010] [Accepted: 12/30/2010] [Indexed: 01/13/2023]
Abstract
Transient outward rectifying conductances or A-like conductances in sympathetic preganglionic neurons (SPN) are prolonged, lasting for hundreds of milliseconds to seconds and are thought to play a key role in the regulation of SPN firing frequency. Here, a multidisciplinary electrophysiological, pharmacological and molecular single-cell rt-PCR approach was used to investigate the kinetics, pharmacological profile and putative K+ channel subunits underlying the transient outward rectifying conductance expressed in SPN. SPN expressed a 4-aminopyridine (4-AP) sensitive transient outward rectification with significantly longer decay kinetics than reported for many other central neurons. The conductance and corresponding current in voltage-clamp conditions was also sensitive to the Kv4.2 and Kv4.3 blocker phrixotoxin-2 (1-10 μM) and the blocker of rapidly inactivating Kv channels, pandinotoxin-Kα (50 nM). The conductance and corresponding current was only weakly sensitive to the Kv1 channel blocker tityustoxin-Kα and insensitive to dendrotoxin I (200 nM) and the Kv3.4 channel blocker BDS-II (1 μM). Single-cell RT-PCR revealed mRNA expression for the α-subunits Kv4.1 and Kv4.3 in the majority and Kv1.5 in less than half of SPN. mRNA for accessory β-subunits was detected for Kvβ2 in all SPN with differential expression of mRNA for KChIP1, Kvβ1 and Kvβ3 and the peptidase homologue DPP6. These data together suggest that the transient outwardly rectifying conductance in SPN is mediated by members of the Kv4 subfamily (Kv4.1 and Kv4.3) in association with the β-subunit Kvβ2. Differential expression of the accessory β subunits, which may act to modulate channel density and kinetics in SPN, may underlie the prolonged and variable time-course of this conductance in these neurons.
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Affiliation(s)
- A D Whyment
- Warwick Medical School, University of Warwick, Coventry, CV4 7AL, UK
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Jiang M, Li X, Zhang L, Feng H, Zhang Y. Gene expression analysis of Phanerochaete chrysosporium during the transition time from primary growth to secondary metabolism. J Microbiol 2009; 47:308-18. [PMID: 19557348 DOI: 10.1007/s12275-008-0275-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2008] [Accepted: 03/17/2009] [Indexed: 11/28/2022]
Abstract
In order to identify the secondary metabolism-related genes of Phanerochaete chrysosporium growing under pure O2 and nitrogen-limited conditions, 2322 ESTs fragments originated from two suppression-subtractive libraries were analyzed using the cDNA microarray technique. Ten significantly upregulated and 22 significantly downregulated genes were identified in the 72 h cultured mycelia RNA samples (secondary metabolism). According to qPCR, 16 out of the 32 genes were expressed differently in secondary metabolism. Transcripts of secondary metabolism up-regulation genes exhibited homologies to aryl-alcohol dehydrogenase (SShl554), ABC transporter gene (SSH624), chitinase (SSH963), heat shock protein (SSH1193), catalase (SSH317), cytochrome P450 (SSH331), glucosamine-6-phosphate isomerase (SSH611), and alkyl hydroperoxide reductase (SSH362) genes. Ninety-three genes could be classified by Eukaryotic Orthologous Groups (KOG). Among the genes assigned a function, gene expression patterns were different in both secondary metabolism and primary metabolism. In the group of "Cellular Processes and Signaling," most of the genes were from the primary metabolism library. On the other hand, genes from the secondary metabolism library were found mainly in the "Information Storage" and "Processing and Poorly Characterized" groups. Based on the KOG functional assignments, six genes belong to the ubiquitin system, and all of them were from primary metabolism phase. The presence of the H2O2-relevant genes suggested that parts of the genes expressed in 72 h might be involved in the ligninolytic process during secondary metabolism of P. chrysosporium.
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Affiliation(s)
- Mingfeng Jiang
- College of Life Science, Sichuan University, Chengdu 610064, P. R. China
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Tanaka A, Harikai N, Saito S, Yakabe T, Funaoka S, Yokoyama K, Fujiwara K, Iwao-Koizumi K, Murata S, Kinoshita K. All-in-one tube method for quantitative gene expression analysis in oligo-dT(30) immobilized PCR tube coated with MPC polymer. ANAL SCI 2009; 25:109-14. [PMID: 19139583 DOI: 10.2116/analsci.25.109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
In this report, we have developed a novel quantitative RT-PCR protocol in which the procedure including mRNA purification can be performed in an all-in-one tube. To simplify gene expression analysis, oligo-dT(30) immobilized PCR tubes were used serially to capture mRNA, synthesize solid-phase cDNA, and amplify specific genes. The immobilized oligo-dT(30) can efficiently capture mRNA directly from crude human cell lysates. The captured mRNA is then amplified by one-step reverse transcription PCR (RT-PCR) with initial cDNA synthesis followed by PCR. In RT-PCR, this new reusable PCR tube device can be employed for multiple PCR amplifications with different primer sets from a solid-phase oligo-dT(30) primed cDNA library. This paper introduces a novel and highly reliable all-in-one tube method for rapid cell lysis, followed by quantitative preparation and expression analysis of target mRNA molecules with small amounts of sample. This procedure allows all steps to be carried out by sequential dilution in a single tube, without chemical extraction. We demonstrate the utility of this novel method by quantification of two housekeeping genes, beta-actin and GAPDH, in HeLa cells. We believe this new PCR device can be useful as a platform for various mRNA expression analyses, including basic research, drug screening, and molecular toxicology, as well as for molecular pathological diagnostics.
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Affiliation(s)
- Atsuko Tanaka
- School of Pharmaceutical Sciences, Mukogawa Women's University, Koshien, Nishinomiya 663-8179, Japan
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6
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Abstract
Hybridization of labeled cDNA to microarrays is an intuitively simple and a vastly underestimated process. If it is not performed, optimized, and standardized with the same attention to detail as e.g., RNA amplification, information may be overlooked or even lost. Careful balancing of the amount of labeled cDNA added to each slide reduces dye-bias and slide to slide variation. Efficient mixing of the hybridization solution throughout the hybridization reaction increases signals several fold. The amount of near perfect target-probe hybrids may be reduced by efficient stringency washes of the hybridized microarray slides.
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Mora JR, Getts RC. High-sensitivity detection methods for low-abundance RNA species: applications for functional genomics research. Expert Rev Mol Diagn 2008; 7:775-85. [PMID: 18020907 DOI: 10.1586/14737159.7.6.775] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Gene expression analysis has facilitated a more complete understanding of the molecular biology of cellular processes and how variations of RNA expression are useful for the classification of various diseases. Furthermore, recent analysis of a variety of noncoding RNAs, such as microRNAs, has demonstrated that these RNAs play an important role in many cellular events, including cell differentiation and death, and may also serve as biological markers for disease. Besides helping in the understanding of diseases, RNA analysis is used in drug discovery, patient prognosis and treatment evaluation. One obstacle left to overcome is the amount of material required for the analysis, particularly when trying to extract information from precious, limited, clinical samples. Here we review the many approaches scientists take to either amplify the amount of RNA or amplify the signal generated from small amounts of RNA.
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Affiliation(s)
- Johanna R Mora
- Bristol-Myers Squibb Company, PO Box 4000, Princeton, NJ 08543-4000, USA
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Brochier C, Gaillard MC, Diguet E, Caudy N, Dossat C, Ségurens B, Wincker P, Roze E, Caboche J, Hantraye P, Brouillet E, Elalouf JM, de Chaldée M. Quantitative gene expression profiling of mouse brain regions reveals differential transcripts conserved in human and affected in disease models. Physiol Genomics 2008; 33:170-9. [PMID: 18252803 DOI: 10.1152/physiolgenomics.00125.2007] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Using serial analysis of gene expression, we collected quantitative transcriptome data in 11 regions of the adult wild-type mouse brain: the orbital, prelimbic, cingulate, motor, somatosensory, and entorhinal cortices, the caudate-putamen, the nucleus accumbens, the thalamus, the substantia nigra, and the ventral tegmental area. With >1.2 million cDNA tags sequenced, this database is a powerful resource to explore brain functions and disorders. As an illustration, we performed interregional comparisons and found 315 differential transcripts. Most of them are poorly characterized and 20% lack functional annotation. For 78 differential transcripts, we provide independent expression level measurements in mouse brain regions by real-time quantitative RT-PCR. We also show examples where we used in situ hybridization to achieve infrastructural resolution. For 30 transcripts, we next demonstrated that regional enrichment is conserved in the human brain. We then quantified the expression levels of region-enriched transcripts in the R6/2 mouse model of Huntington disease and the 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) mouse model of Parkinson disease and observed significant alterations in the striatum, cerebral cortex, thalamus and substantia nigra of R6/2 mice and in the striatum of MPTP-treated mice. These results show that the gene expression data provided here for the mouse brain can be used to explore pathophysiological models and disclose transcripts differentially expressed in human brain regions.
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Affiliation(s)
- Camille Brochier
- Commissariat à l'Energie Atomique, Institut de Biologie et Technologies de Saclay, Service de Biologie Intégrative et Génétique Moléculaire, Gif-sur-Yvette, France
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Zhong JF, Chen Y, Marcus JS, Scherer A, Quake SR, Taylor CR, Weiner LP. A microfluidic processor for gene expression profiling of single human embryonic stem cells. LAB ON A CHIP 2008; 8:68-74. [PMID: 18094763 PMCID: PMC4110104 DOI: 10.1039/b712116d] [Citation(s) in RCA: 130] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
The gene expression of human embryonic stem cells (hESC) is a critical aspect for understanding the normal and pathological development of human cells and tissues. Current bulk gene expression assays rely on RNA extracted from cell and tissue samples with various degree of cellular heterogeneity. These 'cell population averaging' data are difficult to interpret, especially for the purpose of understanding the regulatory relationship of genes in the earliest phases of development and differentiation of individual cells. Here, we report a microfluidic approach that can extract total mRNA from individual single-cells and synthesize cDNA on the same device with high mRNA-to-cDNA efficiency. This feature makes large-scale single-cell gene expression profiling possible. Using this microfluidic device, we measured the absolute numbers of mRNA molecules of three genes (B2M, Nodal and Fzd4) in a single hESC. Our results indicate that gene expression data measured from cDNA of a cell population is not a good representation of the expression levels in individual single cells. Within the G0/G1 phase pluripotent hESC population, some individual cells did not express all of the 3 interrogated genes in detectable levels. Consequently, the relative expression levels, which are broadly used in gene expression studies, are very different between measurements from population cDNA and single-cell cDNA. The results underscore the importance of discrete single-cell analysis, and the advantages of a microfluidic approach in stem cell gene expression studies.
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Affiliation(s)
- Jiang F Zhong
- Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.
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Chen Y, Zhong JF. Microfluidic devices for high-throughput gene expression profiling of single hESC-derived neural stem cells. Methods Mol Biol 2008; 438:293-303. [PMID: 18369765 DOI: 10.1007/978-1-59745-133-8_22] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Isolating pure stem cell populations is one of the major obstacles in stem cell gene expression profiling due to the lack of stem cell markers. Many results of gene expression profiling studies are difficult to interpret because of the heterogeneous cell populations used in these studies. Single-cell gene expression profiling is perhaps the most attractive gene expression profiling method for studying stem cell gene regulation, because isolating pure stem cell population is not needed. However, current single-cell gene expression profiling methods such as laser capture microdissection (LCM) and patch-clamp analysis lack the high-throughput ability in sample processing. For better understanding of the gene regulation networks during cellular events, a large number of gene expression profiles are required. Therefore, we developed inexpensive microfluidic devices for high-throughput single-cell gene expression profiling. With our devices, cDNA could be obtained from 50 individual cells within 3 hours. This approach can be applied to neural stem cells, and other cell types.
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Affiliation(s)
- Yan Chen
- Bioengineering, California Institute of Technology, Pasadena, CA, USA
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Sotelo-Silveira J, Crispino M, Puppo A, Sotelo JR, Koenig E. Myelinated axons contain beta-actin mRNA and ZBP-1 in periaxoplasmic ribosomal plaques and depend on cyclic AMP and F-actin integrity for in vitro translation. J Neurochem 2007; 104:545-57. [PMID: 17961153 DOI: 10.1111/j.1471-4159.2007.04999.x] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Periaxoplasmic ribosomal plaques (PARPs) are periodic structural formations containing ribosomes, which are likely cortical sites of translation along myelinated fibers. beta-actin mRNA, and its trans-acting binding factor, zipcode-binding protein-1, were co-distributed within PARP domains of axoplasmic whole-mounts isolated from goldfish Mauthner, rabbit and rat nerve fibers. The distribution of co-localization signals of fluorophore pixels, however, was asymmetric in PARP domains, possibly indicative of endpoint trafficking of RNPs. beta-actin mRNA in RNA extracted from axoplasm of single Mauthner fibers was confirmed by RT-PCR. A metabolically active isolated Mauthner fiber system, which required cAMP to activate translation, was developed in order to probe cycloheximide-sensitivity, and the importance of the actin cytoskeleton. cAMP greatly stimulated protein synthesis in axoplasm after a period of pre-incubation, while being inhibited strongly by cycloheximide, or by cytochalasin D. Cytochalasin D reduced incorporation only modestly in the associated myelin sheath. We conclude that mechanisms for targeting and localizing beta-actin mRNA to discrete PARP domains are probably similar to those described for dendritic synaptic domains. Moreover, optimal translation in axoplasm depends on the integrity of the actin cytoskeleton, and can be modulated by cAMP as well.
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Affiliation(s)
- José Sotelo-Silveira
- Department of Protein and Nucleic Acids, Instituto de Investigaciones Biologicas Clemente Estable, Montevideo, Uruguay
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Zhao J, Cao M, Zhang J, Sun Q, Chen Q, Yang ZR. Pathological effects of the mushroom toxin alpha-amanitin on BALB/c mice. Peptides 2006; 27:3047-52. [PMID: 17045701 DOI: 10.1016/j.peptides.2006.08.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2006] [Revised: 08/19/2006] [Accepted: 08/21/2006] [Indexed: 11/23/2022]
Abstract
The pathological effects of alpha-amanitin on BALB/c mice after receiving intravenous injection were evaluated by RP-HPLC and mouse genome oligonucleotide microarray. The content of alpha-amanitin in Amanita virosa was about 2833.8 microg/g dry fruiting body. The liver and kidneys showed critical pathological changes after alpha-amanitin poisoning, and sera BUN, Crea, ALT, AST, TBIL and DBIL were the sensitive markers. The compound alpha-amanitin was detected in liver and kidney tissue homogenates by RP-HPLC after 48 h. The results of mouse genome oligonucleotide microarray showed 146 genes' expression changed, which formed the alternant network. The expression of 66 genes decreased, while 80 ones increased with more than two-fold differential expression after 48 h. The compound alpha-amanitin influenced not only RNA polymerase II, but also the expression of its associated genes. The application of mouse oligo chip provided valuable data for further understanding the biological properties and molecular pathogenesis of alpha-amanitin, also might be helpful for screening the curative drug for alpha-amanitin intoxication.
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Affiliation(s)
- Jian Zhao
- Division of Cancer Biotherapy, State Key Laboratory of Biotherapy, West China Medical School, Sichuan University, Chengdu 610064, PR China
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van den Top M, Lyons DJ, Lee K, Coderre E, Renaud LP, Spanswick D. Pharmacological and molecular characterization of ATP-sensitive K(+) conductances in CART and NPY/AgRP expressing neurons of the hypothalamic arcuate nucleus. Neuroscience 2006; 144:815-24. [PMID: 17137725 DOI: 10.1016/j.neuroscience.2006.09.059] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2006] [Revised: 09/27/2006] [Accepted: 09/27/2006] [Indexed: 11/16/2022]
Abstract
The role of hypothalamic ATP-sensitive potassium channels in the maintenance of energy homeostasis has been extensively explored. However, how these channels are incorporated into the neuronal networks of the arcuate nucleus remains unclear. Whole-cell patch-clamp recordings from rat arcuate nucleus neurons in hypothalamic slice preparations revealed widespread expression of functional ATP-sensitive potassium channels within the nucleus. ATP-sensitive potassium channels were expressed in orexigenic neuropeptide Y/agouti-related protein (NPY/AgRP) and ghrelin-sensitive neurons and in anorexigenic cocaine-and-amphetamine regulated transcript (CART) neurons. In 70% of the arcuate nucleus neurons recorded, exposure to glucose-free bathing medium induced inhibition of electrical excitability, the response being characterized by membrane hyperpolarization, a reduction in neuronal input resistance and a reversal potential consistent with opening of potassium channels. These effects were reversible upon re-introduction of glucose to the bathing medium or upon exposure to the ATP-sensitive potassium channel blockers tolbutamide or glibenclamide. The potassium channel opener diazoxide, but not pinacidil, also induced a tolbutamide and glibenclamide-sensitive inhibition of electrical excitability. Single-cell reverse transcription-polymerase chain reaction revealed expression of mRNA for sulfonylurea receptor 1 but not sulfonylurea receptor 2 subunits of ATP-sensitive potassium channels. Thus, rat arcuate nucleus neurons, including those involved in functionally antagonistic orexigenic and anorexigenic pathways express functional ATP-sensitive potassium channels which include sulfonylurea receptor 1 subunits. These data indicate a crucial role for these ion channels in central sensing of metabolic and energy status. However, further studies are needed to clarify the differential roles of these channels, the organization of signaling pathways that regulate them and how they operate in functionally opposing cell types.
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Affiliation(s)
- M van den Top
- Division of Clinical Sciences, Warwick Medical School, University of Warwick, Coventry CV4 7AL, UK
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Fry M, Smith PM, Hoyda TD, Duncan M, Ahima RS, Sharkey KA, Ferguson AV. Area postrema neurons are modulated by the adipocyte hormone adiponectin. J Neurosci 2006; 26:9695-702. [PMID: 16988040 PMCID: PMC6674457 DOI: 10.1523/jneurosci.2014-06.2006] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
Adiponectin is an adipocyte-derived peptide hormone involved in energy homeostasis and the pathogenesis of obesity, including hypertension. Area postrema (AP) lacks a blood-brain barrier and is a critical homeostatic integration center for humoral and neural signals. Here we investigate the role of AP in adiponectin signaling. We show that rat AP expresses AdipoR1 and AdipoR2 adiponectin receptor mRNA. We used current-clamp electrophysiology to investigate whether adiponectin influenced membrane properties of AP neurons and found that approximately 60% of rat AP neurons tested were sensitive to adiponectin. Additional electrophysiology experiments coupled with single-cell reverse transcription-PCR indicated that all neurons that expressed both subtypes of receptor were sensitive to adiponectin, whereas neurons expressing only one subtype were predominantly insensitive. Last, microinjection of adiponectin into AP caused significant increases in arterial blood pressure, with no change in heart rate, suggesting that adiponectin acts at AP to provide a possible link between control of energy homeostasis and cardiovascular function.
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Affiliation(s)
- Mark Fry
- Department of Physiology, Queen's University, Kingston, Ontario, Canada, K7L 3N6
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Hahnke K, Jacobsen M, Gruetzkau A, Gruen JR, Koch M, Emoto M, Meyer TF, Walduck A, Kaufmann SHE, Mollenkopf HJ. Striptease on glass: validation of an improved stripping procedure for in situ microarrays. J Biotechnol 2006; 128:1-13. [PMID: 17084936 DOI: 10.1016/j.jbiotec.2006.09.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2006] [Revised: 08/22/2006] [Accepted: 09/06/2006] [Indexed: 11/15/2022]
Abstract
Microarrays have rapidly become an indispensable tool for gene analysis. Microarray experiments can be cost prohibitive, however, largely due to the price of the arrays themselves. Whilst different methods for stripping filter arrays on membranes have been established, only very few protocols are published for thermal and chemical stripping of microarrays on glass. Most of these protocols for stripping microarrays on glass were developed in combination with specific surface chemistry and different coatings for covalently immobilizing presynthesized DNA in a deposition process. We have developed a method for stripping commercial in situ microarrays using a multi-step procedure. We present a method that uses mild chemical degradation complemented by enzymatic treatment. We took advantage of the differences in biochemical properties of covalently linked DNA oligonucleotides on in situ synthesized microarrays and the antisense cRNA hybridization probes. The success of stripping protocols for microarrays on glass was critically dependent on the type of arrays, the nature of sample used for hybridization, as well as hybridization and washing conditions. The protocol employs alkali hydrolysis of the cRNA, several enzymatic degradation steps using RNAses and Proteinase K, combined with appropriate washing steps. Stripped arrays were rehybridized using the same protocols as for new microarrays. The stripping method was validated with microarrays from different suppliers and rehybridization of stripped in situ arrays yielded comparable results to hybridizations done on unused, new arrays with no significant loss in precision or accuracy. We show that stripping of commercial in situ arrays is feasible and that reuse of stripped arrays gave similar results compared to unused ones. This was true even for biological samples that show only slight differences in their expression profiles. Our analyses indicate that the stripping procedure does not significantly influence data quality derived from post-primary hybridizations. The method is robust, easy to perform, inexpensive, and results after reuse are of comparable accuracy to new arrays.
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Affiliation(s)
- Karin Hahnke
- Max Planck Institute for Infection Biology, Microarray Core Facility, Schumannstr. 21/22, 10117 Berlin, Germany
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Subkhankulova T, Livesey FJ. Comparative evaluation of linear and exponential amplification techniques for expression profiling at the single-cell level. Genome Biol 2006; 7:R18. [PMID: 16542485 PMCID: PMC1557751 DOI: 10.1186/gb-2006-7-3-r18] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2005] [Accepted: 02/08/2006] [Indexed: 11/21/2022] Open
Abstract
Comparison of the performance of three methods for amplifying single-cell amounts of RNA for use in expression profiling shows that PCT amplification is more reliable than linear amplification. Background Single-cell microarray expression profiling requires 108-109-fold amplification of the picogram amounts of total RNA typically found in eukaryotic cells. Several methods for RNA amplification are in general use, but little consideration has been given to the comparative analysis of those methods in terms of the overall validity of the data generated when amplifying from single-cell amounts of RNA, rather than their empirical performance in single studies. Results We tested the performance of three methods for amplifying single-cell amounts of RNA under ideal conditions: T7-based in vitro transcription; switching mechanism at 5' end of RNA template (SMART) PCR amplification; and global PCR amplification. All methods introduced amplification-dependent noise when mRNA was amplified 108-fold, compared with data from unamplified cDNA. PCR-amplified cDNA demonstrated the smallest number of differences between two parallel replicate samples and the best correlation between independent amplifications from the same cell type, with SMART outperforming global PCR amplification. SMART had the highest true-positive rate and the lowest false-positive rate when comparing expression between two different cell types, but had the lowest absolute discovery rate of all three methods. Direct comparison of the performance of SMART and global PCR amplification on single-cell amounts of total RNA and on single neural stem cells confirmed these findings. Conclusion Under the conditions tested, PCR amplification was more reliable than linear amplification for detecting true expression differences between samples. SMART amplification had a higher true-positive rate than global amplification, but at the expense of a considerably lower absolute discovery rate and a systematic compression of observed expression ratios.
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Affiliation(s)
- Tatiana Subkhankulova
- Gurdon Institute and Department of Biochemistry, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QN, UK
| | - Frederick J Livesey
- Gurdon Institute and Department of Biochemistry, University of Cambridge, Tennis Court Road, Cambridge, CB2 1QN, UK
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Volz A, Radeloff B. Detecting the unusual: natural killer cells. PROGRESS IN NUCLEIC ACID RESEARCH AND MOLECULAR BIOLOGY 2006; 81:473-541. [PMID: 16891179 DOI: 10.1016/s0079-6603(06)81012-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Armin Volz
- Institut für Immungenetik Charité-Universitätsmedizin Berlin, Campus Virchow-Klinikum, Spanndauer Damm 130, 14050 Berlin, Germany
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Nagy ZB, Kelemen JZ, Fehér LZ, Zvara A, Juhász K, Puskás LG. Real-time polymerase chain reaction-based exponential sample amplification for microarray gene expression profiling. Anal Biochem 2005; 337:76-83. [PMID: 15649378 DOI: 10.1016/j.ab.2004.09.044] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2004] [Indexed: 10/26/2022]
Abstract
Conventional approaches to target labeling for gene expression analysis using microarray technology typically require relatively large amounts of RNA, a serious limitation when the available sample is limited. Here we describe an alternative exponential sample amplification method by using quantitative real-time polymerase chain reaction (QRT-PCR) to follow the amplification and eliminate the overamplified cDNA which could distort the quantitative ratio of the starting mRNA population. Probes generated from nonamplified, PCR-amplified, and real-time-PCR-amplified cDNA samples were generated from lipopolysaccharide-treated and nontreated mouse macrophages and hybridized to mouse cDNA microarrays. Signals obtained from the three protocols were compared. Reproducibility and reliability of the methods were determined. The Pearson correlation coefficients for replica experiments were r=0.927 and r=0.687 for QRT-PCR-amplification and PCR-overamplification protocols, respectively. Chi2 test showed that overamplification resulted in major biases in expression ratios, while these alterations could be eliminated by following the cycling status with QRT-PCR. Our exponential sample amplification protocol preserves the original expression ratios and allows unbiased gene expression analysis from minute amounts of starting material.
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Affiliation(s)
- Zsolt B Nagy
- Laboratory of Functional Genomics, Biological Research Centre, Hungarian Academy of Sciences, P.O. Box 521, Szeged H-6701, Hungary
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19
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Soverchia L, Ubaldi M, Leonardi-Essmann F, Ciccocioppo R, Hardiman G. Microarrays--the challenge of preparing brain tissue samples. Addict Biol 2005; 10:5-13. [PMID: 15849014 DOI: 10.1080/13556210412331327803] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Microarray experiments allow researchers to collect an amazing amount of gene expression data that have the potential to provide unique information to help interpretation of the biological functions of the central nervous system. These experiments are, however, technically demanding and present unique difficulties when used in the context of neuroscience research, in particular. Success or failure of microarray experiments are highly dependent on reproducible target preparations. This involves a relatively long chain of preparation steps, such as removal of tissue from experimental animals or from post-mortem human brains, storage, selection, and excision of brain regions. This is followed by RNA extraction, reverse transcription, and labeling of target cDNAs or cRNAs. Additionally, it is emphasized that the quality of microarray data largely relies on the proper handling of animals throughout experiments and the time of the day when experiments are stopped. This article tries to provide hints for some basic rules to be observed in preparation of samples for expression profiling studies.
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Affiliation(s)
- Laura Soverchia
- Department of Pharmacological Science and Experimental Medicine, University of Camerino, 62032 Camerino, Italy
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20
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Hartshorn C, Anshelevich A, Wangh LJ. Rapid, single-tube method for quantitative preparation and analysis of RNA and DNA in samples as small as one cell. BMC Biotechnol 2005; 5:2. [PMID: 15649321 PMCID: PMC546192 DOI: 10.1186/1472-6750-5-2] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2004] [Accepted: 01/13/2005] [Indexed: 12/04/2022] Open
Abstract
Background Current methods for accurate quantification of nucleic acids typically begin with a template preparation step in which DNA and/or RNA are freed of bound proteins and are then purified. Isolation of RNA is particularly challenging because this molecule is sensitive to elevated temperatures and is degraded by RNases, which therefore have to be immediately inactivated upon cell lysis. Many protocols for nucleic acids purification, reverse transcription of RNA and/or amplification of DNA require repeated transfers from tube to tube and other manipulations during which materials may be lost. Results This paper introduces a novel and highly reliable single-tube method for rapid cell lysis, followed by quantitative preparation and analysis of both RNA and/or DNA molecules in small samples. In contrast to previous approaches, this procedure allows all steps to be carried out by sequential dilution in a single tube, without chemical extraction or binding to a matrix. We demonstrate the utility of this method by quantification of four genes, Xist, Sry and the two heat-inducible hsp70i (hsp70.1 and hsp70.3), as well as their RNA transcripts in single mouse embryos and in isolated blastomeres. Conclusion This method virtually eliminates losses of nucleic acids and is sensitive and accurate down to single molecules.
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Affiliation(s)
| | - Aleksandra Anshelevich
- Department of Biology, Brandeis University, Waltham MA 02454-9110, USA
- Current address: Division of Cardiology, Beth Israel Medical Center, Harvard Institutes of Medicine, Boston, MA 02115, USA
| | - Lawrence J Wangh
- Department of Biology, Brandeis University, Waltham MA 02454-9110, USA
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21
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Peixoto A, Monteiro M, Rocha B, Veiga-Fernandes H. Quantification of multiple gene expression in individual cells. Genome Res 2004; 14:1938-47. [PMID: 15466292 PMCID: PMC524418 DOI: 10.1101/gr.2890204] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Quantitative gene expression analysis aims to define the gene expression patterns determining cell behavior. So far, these assessments can only be performed at the population level. Therefore, they determine the average gene expression within a population, overlooking possible cell-to-cell heterogeneity that could lead to different cell behaviors/cell fates. Understanding individual cell behavior requires multiple gene expression analyses of single cells, and may be fundamental for the understanding of all types of biological events and/or differentiation processes. We here describe a new reverse transcription-polymerase chain reaction (RT-PCR) approach allowing the simultaneous quantification of the expression of 20 genes in the same single cell. This method has broad application, in different species and any type of gene combination. RT efficiency is evaluated. Uniform and maximized amplification conditions for all genes are provided. Abundance relationships are maintained, allowing the precise quantification of the absolute number of mRNA molecules per cell, ranging from 2 to 1.28 x 10(9) for each individual gene. We evaluated the impact of this approach on functional genetic read-outs by studying an apparently homogeneous population (monoclonal T cells recovered 4 d after antigen stimulation), using either this method or conventional real-time RT-PCR. Single-cell studies revealed considerable cell-to-cell variation: All T cells did not express all individual genes. Gene coexpression patterns were very heterogeneous. mRNA copy numbers varied between different transcripts and in different cells. As a consequence, this single-cell assay introduces new and fundamental information regarding functional genomic read-outs. By comparison, we also show that conventional quantitative assays determining population averages supply insufficient information, and may even be highly misleading.
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22
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Gjetting T, Carver TLW, Skøt L, Lyngkjaer MF. Differential gene expression in individual papilla-resistant and powdery mildew-infected barley epidermal cells. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2004; 17:729-738. [PMID: 15242167 DOI: 10.1094/mpmi.2004.17.7.729] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Resistance and susceptibility in barley to the powdery mildew fungus (Blumeria graminis f. sp. hordei) is determined at the single-cell level. Even in genetically compatible interactions, attacked plant epidermal cells defend themselves against attempted fungal penetration by localized responses leading to papilla deposition and reinforcement of their cell wall. This conveys a race-nonspecific form of resistance. However, this defense is not complete, and a proportion of penetration attempts succeed in infection. The resultant mixture of infected and uninfected leaf cells makes it impossible to relate powdery mildew-induced gene expression in whole leaves or even dissected epidermal tissues to resistance or susceptibility. A method for generating transcript profiles from individual barley epidermal cells was established and proven useful for analyzing resistant and successfully infected cells separately. Contents of single epidermal cells (resistant, infected, and unattacked controls) were collected, and after cDNA synthesis and PCR amplification, the resulting sample was hybridized to dot-blots spotted with genes, including some previously reported to be induced upon pathogen attack. Transcripts of several genes, (e.g., PR1a, encoding a pathogenesis related protein, and GLP4, encoding a germin-like protein) accumulated specifically in resistant cells, while GRP94, encoding a molecular chaperone, accumulated in infected cells. Thus, the single-cell method allows discrimination of transcript profiles from resistant and infected cells. The method will be useful for microarray expression profiling for simultaneous analysis of many genes.
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Affiliation(s)
- Torben Gjetting
- Plant Research Department, Risø National Laboratory, DK-4000 Roskilde, Denmark
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23
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Monyer H, Markram H. Interneuron Diversity series: Molecular and genetic tools to study GABAergic interneuron diversity and function. Trends Neurosci 2004; 27:90-7. [PMID: 15102488 DOI: 10.1016/j.tins.2003.12.008] [Citation(s) in RCA: 102] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Structural and functional diversity of GABAergic interneurons has become increasingly central in our understanding of the elemental steps of information processing in the brain. The use of different molecular, electrophysiological and anatomical techniques has provided a wealth of new information regarding GABAergic interneurons over the past decade but it has also led to confusion regarding the number of subtypes of GABAergic interneurons. Combinatorial approaches that also consider multiple parameters seem now to offer renewed hope for finally clarifying the structural diversity of GABAergic interneurons. New molecular techniques have become a powerful tool for exposing the functional diversity of GABAergic neurons at the cellular, microcircuit and systems levels. This article reviews literature regarding molecular tools that have been used, or that appear promising for future attempts, to classify GABAergic interneurons. Some important limitations will also be indicated.
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Affiliation(s)
- Hannah Monyer
- IZN, Department of Clinical Neurobiology, University of Heidelberg, Heidelberg, Germany.
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24
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Radeloff B, Laun K, Zirra M, Volz A. Killer immunoglobulin-like receptor expression on single cells: a cautionary note. Immunology 2004; 110:421-6. [PMID: 14632638 PMCID: PMC1783071 DOI: 10.1111/j.1365-2567.2003.01761.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Natural killer (NK) cells keep the surface expression of major histocompatibility complex (MHC) class I molecules under surveillance using killer immunoglobulin-like receptors (KIR). Virus-infected or aberrant cells are frequently characterized by a reduced surface expression of MHC class I antigens and may therefore be removed by cytolysis. NK cells are heterogeneous with regard to the expression of KIR genes. The resulting subpopulations show distinguishable specificities allowing the recognition of cells lacking varying combinations of MHC class I antigens. The KIR expression pattern in single NK cells has previously been analyzed by Husain and colleagues by cDNA preamplification of CD3- CD56+ single cells and subsequent gene-specific polymerase chain reaction. We show here that the data of this study contain inconsistencies. These inconsistencies are discussed in the context of KIR mRNA abundance and single-cell cDNA amplification efficiency.
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25
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Shindou T, Richardson PJ, Mori A, Kase H, Ichimura M. Adenosine modulates the striatal GABAergic inputs to the globus pallidus via adenosine A2A receptors in rats. Neurosci Lett 2004; 352:167-70. [PMID: 14625011 DOI: 10.1016/j.neulet.2003.08.059] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Previous studies have shown presynaptic modulation of adenosine A(2A) receptors for GABAergic synaptic transmission in the globus pallidus (GP). The pallidal A(2A) receptor-mediated modulation is caused by an action on the terminals of striatopallidal medium spiny neurons (MSNs) and/or axon collaterals of GP neurons. Herein, we examined the precise target neurons of the A(2A) receptor-mediated modulation. Activation of A(2A) receptors enhanced striatopallidal GABAergic transmission onto GP neurons, accompanied by a reduction in the paired-pulse facilitation, indicating the presynaptic contribution of A(2A) receptors at terminals of striatopallidal MSNs in the GP. Besides, no A(2A) receptor mRNA was detected in GP neurons by single-cell reverse transcription-polymerase chain reaction analysis, implying no contribution of axon collaterals of GP neurons to the A(2A) receptor regulation. These results demonstrate that the target neurons of adenosinergic modulation via A(2A) receptors in the GP are the striatopallidal MSNs.
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Affiliation(s)
- Tomomi Shindou
- Pharmaceutical Research Institute, Kyowa Hakko Kogyo Co., Ltd., 1188 Shimotogari, Nagaizumi, Sunto, 411-8731, Shizuoka, Japan
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26
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Li J, Adams L, Schwartz SM, Bumgarner RE. RNA amplification, fidelity and reproducibility of expression profiling. C R Biol 2003; 326:1021-30. [PMID: 14744109 DOI: 10.1016/j.crvi.2003.09.015] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
We quantitatively address the effect of T7 RNA amplification on expression profiling data, and answer the following questions: (1) What fraction of genes sampled is amplified non-linearly? (2) What is the effect of RNA amplification on comparative expression measurements? (3) If there is amplification bias, is the bias dependent on the degree of amplification or the amount of starting material and (4) Does amplification increase the overall variability of the results? We show that while there is significant amplification bias, the bias is consistent and generally has little effect on array comparisons between amplified samples.
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Affiliation(s)
- Jiangning Li
- Department of Pathology, University of Washington, Seattle, WA, USA
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27
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van den Top M, Nolan MF, Lee K, Richardson PJ, Buijs RM, Davies CH, Spanswick D. Orexins induce increased excitability and synchronisation of rat sympathetic preganglionic neurones. J Physiol 2003; 549:809-21. [PMID: 12702746 PMCID: PMC2342973 DOI: 10.1113/jphysiol.2002.033290] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2002] [Accepted: 03/20/2003] [Indexed: 11/08/2022] Open
Abstract
The neuropeptides orexin A and B are synthesised by perifornical and lateral hypothalamic (LH) neurones and exert a profound influence on autonomic sympathetic processes. LH neurones project to spinal areas containing sympathetic preganglionic neurones (SPNs) and therefore may directly modulate sympathetic output. In the present study we examined the possibility that orexinergic inputs from the LH influence SPN activity. Orexin-positive neurones in the LH were labelled with pseudorabies virus injected into the liver of parasympathetically denervated animals and orexin fibres were found adjacent to the soma and dendrites of SPNs. Orexin A or B (10-1000 nM) directly and reversibly depolarised SPNs in spinal cord slices. The response to orexin A was significantly reduced in the presence of the orexin receptor 1 (OX1R) antagonist SB334867A at concentrations of 1-10 micro M. Single cell reverse transcriptase-polymerase chain reaction revealed expression of mRNA for both OX1R and OX2R in the majority of orexin-sensitive SPNs. The orexin-induced depolarisation involved activation of pertussis toxin-sensitive G-proteins and closure of a K+ conductance via a protein kinase A (PKA)-dependent pathway that did not require an increase in intracellular Ca2+. Orexins also induced biphasic subthreshold membrane potential oscillations and synchronised activity between pairs of electrically coupled SPNs. Coupling coefficients and estimated junctional conductances between SPNs were not altered indicating synchronisation is due to activation of previously silent coupled neurones rather than modulation of gap junctions. These findings are consistent with a direct excitation and synchronisation of SPNs by orexinergic neurones that in vivo could increase the frequency and coherence of sympathetic nerve discharges and mediate LH effects on sympathetic components of energy homeostasis and cardiovascular control.
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Affiliation(s)
- Marco van den Top
- Department of Biological Sciences, The University of Warwick, Coventry CV4 7AL, UK
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28
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Volz A, Ehlers A, Younger R, Forbes S, Trowsdale J, Schnorr D, Beck S, Ziegler A. Complex transcription and splicing of odorant receptor genes. J Biol Chem 2003; 278:19691-701. [PMID: 12637542 DOI: 10.1074/jbc.m212424200] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Human major histocompatibility (human leucocyte antigen (HLA)) complex-linked odorant receptor (OR) genes are among the best characterized OR genes in the human genome. In addition to their functions as odorant receptors in olfactory epithelium, they have been suggested to play a role in the fertilization process. Here, we report the first in-depth analysis of their expression and regulation within testicular tissue. Sixteen HLA-linked OR and three non-HLA-linked OR were analyzed. One OR gene (hs6M1-16, in positive transcriptional orientation) exhibited six different transcriptional start sites combined with extensive alternative splicing within the 5'-untranslated region, the coding exon, and the 3'-untranslated region. Long distance splicing, exon sharing, and premature polyadenylation were features of another three OR loci (hs6M1-18, -21, and -27, all upstream of hs6M1-16, but in negative transcriptional orientation). Determination of the transcriptional start sites of these OR genes identified a region of 81 bp with potential bi-directional transcriptional activity. The results demonstrate that HLA-linked OR genes are subject to unusually complex transcriptional regulatory mechanisms.
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Affiliation(s)
- Armin Volz
- Institut für Immungenetik, Universitätsklinikum Charité, Humboldt-Universität zu Berlin, Spandauer Damm 130, Germany
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29
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Lopes LV, Rebola N, Costenla AR, Halldner L, Jacobson MA, Oliveira CR, Richardson PJ, Fredholm BB, Ribeiro JA, Cunha RA. Adenosine A3 receptors in the rat hippocampus: Lack of interaction with A1 receptors. Drug Dev Res 2003. [DOI: 10.1002/ddr.10188] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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30
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Gale JM, Romero CP, Tafoya GB, Conia J. Application of optical trapping for cells grown on plates: optimization of PCR and fidelity of DNA sequencing of p53 gene from a single cell. Clin Chem 2003; 49:415-24. [PMID: 12600953 DOI: 10.1373/49.3.415] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Optical trapping has traditionally been used to visually select and isolate nonadherent cells grown in suspension because cells grown in monolayers will rapidly reattach to surfaces if suspended in solution. We explored methods to slow cell reattachment that are also compatible with high-fidelity PCR. METHODS Using HeLa cells grown on plates and suspended after trypsinization, we measured the efficiency of capture by retention and movement of the cell by the laser. Success for removing a captured cell by pipette was determined by PCR amplification of the 5S rRNA gene. After optimizing PCR amplification of a 2049-bp region of the p53 gene, we determined PCR fidelity by DNA sequencing. RESULTS Addition of bovine serum albumin to suspended cells slowed reattachment from seconds to minutes and allowed efficient trapping. The success rate of removing a cell from the trap by pipette to a PCR tube was 91.5%. The 5S PCR assay also revealed that DNA and RNA that copurify with polymerases could give false-positive results. Sequence analysis of four clones derived from a single cell showed only three polymerase errors in 7200 bp of sequence read and revealed difficulties in reading the correct number in a run of 16 A:T. Comparison of the HeLa and wild-type human sequences revealed several previously unreported base differences and an (A:T)(n) length polymorphism in p53 introns. CONCLUSIONS These results represent the first use of optical trapping on adherent cells and demonstrate the high accuracy of DNA sequencing that can be achieved from a single cell.
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Affiliation(s)
- James M Gale
- Department of Cell Biology and Physiology, Steve Schiff Center for Skin Cancer University of New Mexico Health Sciences Center, Albuquerque, NM 87131, USA.
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31
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Smith L, Underhill P, Pritchard C, Tymowska-Lalanne Z, Abdul-Hussein S, Hilton H, Winchester L, Williams D, Freeman T, Webb S, Greenfield A. Single primer amplification (SPA) of cDNA for microarray expression analysis. Nucleic Acids Res 2003; 31:e9. [PMID: 12560512 PMCID: PMC149221 DOI: 10.1093/nar/gng009] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2002] [Revised: 10/28/2002] [Accepted: 11/21/2002] [Indexed: 11/13/2022] Open
Abstract
The potential of expression analysis using cDNA microarrays to address complex problems in a wide variety of biological contexts is now being realised. A limiting factor in such analyses is often the amount of RNA required, usually tens of micrograms. To address this problem researchers have turned to methods of improving detection sensitivity, either through increasing fluorescent signal output per mRNA molecule or increasing the amount of target available for labelling by use of an amplification procedure. We present a novel DNA-based method in which an oligonucleotide is incorporated into the 3' end of cDNA during second-strand cDNA synthesis. This sequence provides an annealing site for a single complementary heel primer that directs Taq DNA polymerase amplification of cDNA following multiple cycles of denaturation, annealing and extension. The utility of this technique for transcriptome-wide screening of relative expression levels was compared to two alternative methodologies for production of labelled cDNA target, namely incorporation of fluorescent nucleotides by reverse transcriptase or the Klenow fragment. Labelled targets from two distinct mouse tissues, adult liver and kidney, were compared by hybridisation to a set of cDNA microarrays containing 6500 mouse cDNA probes. Here we demonstrate, through a dilution series of cDNA derived from 10 micro g of total RNA, that it is possible to produce datasets comparable to those produced with unamplified targets with the equivalent of 30 ng of total RNA. The utility of this technique for microarray analysis in cases where sample is limited is discussed.
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Affiliation(s)
- Lee Smith
- MRC Mammalian Genetics Unit, Harwell, Didcot, Oxfordshire OX11 0RD, UK.
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32
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Dixon AK, Lee K, Richardson PJ, Bell MI, Skynner MJ. Single cell expression analysis--pharmacogenomic potential. Pharmacogenomics 2002; 3:809-22. [PMID: 12437482 DOI: 10.1517/14622416.3.6.809] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
A fundamental challenge in biology is to correlate physiology with gene expression in specific cell types. This can only be achieved by understanding gene expression at the level of the single cell because, in many systems, each cell has the capacity to express a unique set of genes. Therefore, each cell can be considered to be functionally distinct. A clearer understanding of gene expression differences at such a discrete level provides an opportunity to develop drugs with more targeted pharmacologies or with decreased side effects.
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Affiliation(s)
- A K Dixon
- Cambridge Biotechnology Ltd, Dept of Pharmacology, Tennis Court Road, UK
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33
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Li J, Kinoshita T, Pandey S, Ng CKY, Gygi SP, Shimazaki KI, Assmann SM. Modulation of an RNA-binding protein by abscisic-acid-activated protein kinase. Nature 2002; 418:793-7. [PMID: 12181571 DOI: 10.1038/nature00936] [Citation(s) in RCA: 126] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Protein kinases are involved in stress signalling in both plant and animal systems. The hormone abscisic acid mediates the responses of plants to stresses such as drought, salinity and cold. Abscisic-acid-activated protein kinase (AAPK -- found in guard cells, which control stomatal pores -- has been shown to regulate plasma membrane ion channels. Here we show that AAPK-interacting protein 1 (AKIP1), with sequence homology to heterogeneous nuclear RNA-binding protein A/B, is a substrate of AAPK. AAPK-dependent phosphorylation is required for the interaction of AKIP1 with messenger RNA that encodes dehydrin, a protein implicated in cell protection under stress conditions. AAPK and AKIP1 are present in the guard-cell nucleus, and in vivo treatment of such cells with abscisic acid enhances the partitioning of AKIP1 into subnuclear foci which are reminiscent of nuclear speckles. These results show that phosphorylation-regulated RNA target discrimination by heterogeneous nuclear RNA-binding proteins may be a general phenomenon in eukaryotes, and implicate a plant hormone in the regulation of protein dynamics during rapid subnuclear reorganization.
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Affiliation(s)
- Jiaxu Li
- Biology Department, The Pennsylvania State University, 208 Mueller Laboratory, University Park, Pennsylvania 16802, USA.
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34
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Husain Z, Alper CA, Yunis EJ, Dubey DP. Complex expression of natural killer receptor genes in single natural killer cells. Immunology 2002; 106:373-80. [PMID: 12100725 PMCID: PMC1782738 DOI: 10.1046/j.1365-2567.2002.01444.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Human natural killer (NK) cells express several inhibitory and non-inhibitory NK receptors per cell. Understanding the expression patterns of these receptor genes in individual cells is important to understanding their function. Using a single-cell reverse transcription-polymerase chain reaction (RT-PCR) method, we analysed the expression of nine NK receptor genes in 38 resting CD56+ NK cells from peripheral blood of normal donors. We observed highly diverse patterns of receptor expression in these cells. No NK receptor is expressed universally in every CD56+ NK cell. The expressed receptor types per cell varied from two to eight. We specifically analysed the distribution of inhibitory (DL) and non-inhibitory (DS) killer immunoglobulin-like receptors (KIR). The frequency of individual receptor expression varied from 26% for 2DS2 to 68% for both 2DL1 and 2DL4. A comparison of the coexpression of DL and DS receptors showed a significant association in the expression of 2DL2 and 2DS2 (chi2=16.6; P<0.001) genes but no association between 2DL1 and 2DS1 or between 3DL1 and 3DS1 genes. Coexpression analysis of the 2DL1 and 2DL2 genes in 2DL4+ and 2DL4- cells showed a strong association in 2DL4+ but not in 2DL4- cells, suggesting a differential effect of the 2DL4 gene on the expression of 2DL1 and 2DL2 genes. Single-cell RT-PCR is a powerful tool to study multiple receptor gene expression ex vivo in individual NK cells and provides information about the expression pattern of KIR receptors that may suggest mechanisms of gene expression responsible for generation of the KIR repertoire.
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Affiliation(s)
- Zaheed Husain
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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35
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Abstract
Analysis of single-cell gene expression promises a more precise understanding of human disease pathogenesis and important diagnostic applications. Here, we review the rationale for the study of gene expression at the single-cell level, practical methods to isolate homogeneous or single-cell samples, and current approaches to the analysis of single-cell gene expression. Finally, we highlight applications of laser microdissection-based gene expression analysis to the study of human disease and clinical diagnosis.
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Affiliation(s)
- Randy Todd
- Massachusetts General Hospital, Harvard School of Dental Medicine, 188 Longwood Ave, Boston, MA 02115, USA.
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36
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Alsbo CW, Wrang ML, Henrik Diemer N. Competitive quantitative measurement of the AMPA receptor gene expression at the single cell level. BRAIN RESEARCH. BRAIN RESEARCH PROTOCOLS 2002; 9:157-64. [PMID: 12113775 DOI: 10.1016/s1385-299x(02)00141-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Our laboratory has developed a competitive reverse transcriptase polymerase chain reaction (RT-PCR) procedure to analyse the mRNA expression of the alpha-amino-3-hydroxy-5-methylisoxazole-4-propionate (AMPA) receptor subunits in single cells. By the use of an internal RNA standard competing equally with the four subunit's mRNA, we have analysed 283 whole single hippocampus CA1 cells from adult rat brain. The cells were sampled from three groups of animals: one control group, one group subjected to preconditioning ischemia, and one group subjected to global cerebral ischemia. After reverse-transcription and PCR-amplification of mRNA in the cells, the PCR product was digested using subunit specific endonucleases and quantified by Cy-5 fluorescence. The median mRNA copy numbers achieved from control rats were 290, 247, 207, and 16 GluR1-4, respectively.
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Affiliation(s)
- Carsten W Alsbo
- Laboratory of Molecular Neuropathology, Institute of Molecular Pathology, University of Copenhagen, 11 Frederik V's vej, DK-2100 Copenhagen, Denmark
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37
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Bell MI, Richardson PJ, Lee K. Functional and molecular characterization of metabotropic glutamate receptors expressed in rat striatal cholinergic interneurones. J Neurochem 2002; 81:142-9. [PMID: 12067226 DOI: 10.1046/j.1471-4159.2002.00815.x] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
In the present study we have used single-cell RT-PCR in conjunction with electrophysiology to examine the expression and functional properties of metabotropic glutamate receptors (mGluRs) expressed within biochemically identified cholinergic interneurones in the rat striatum. Using single-cell RT-PCR, it was possible to demonstrate the presence of mGluR1, mGluR2, mGluR3, mGluR5 and mGluR7 mRNAs within single cholinergic interneurones. Bath application of the non-selective mGluR agonist (1 S,3R)-1-aminocyclopentane-1,3-dicarboxylic acid (1 S,3R-ACPD) or the group-I mGluR agonist 3,5-dihydroxyphenylglycine (DHPG) depolarized all cholinergic neurones tested by activation of an inward current at -60 mV. The effects of DHPG were partially inhibited by the mGluR5 selective antagonist 6-methyl-2-(pherazo)-3-pyridinol and by the non-selective group-I antagonist alpha-methyl-4-carboxyphenylglycine but were not mimicked by the group-II and group-III selective mGluR agonists 2-(2,3-dicarboxycyclopropyl)glycine (DCG-IV) and L-2-amino-4-phosphonobutanoate (L-AP4), respectively. Intrastriatal stimulation evoked an excitatory postsynaptic current within cholinergic neurones that was reversibly inhibited by bath application of the group-II and group-III selective mGluR agonists DCG-IV and L-AP4, respectively, via presynaptic actions. In summary, we have identified the mGluRs expressed by striatal cholinergic interneurones and demonstrated that their activation produces modulatory effects via both pre- and postsynaptic mechanisms.
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Affiliation(s)
- Matt I Bell
- Pfizer Global Research and Development, Cambridge University Forvie Site, UK
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38
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Alden KJ, Goldspink PH, Ruch SW, Buttrick PM, García J. Enhancement of L-type Ca(2+) current from neonatal mouse ventricular myocytes by constitutively active PKC-betaII. Am J Physiol Cell Physiol 2002; 282:C768-74. [PMID: 11880265 DOI: 10.1152/ajpcell.00494.2001] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The cardiac L-type calcium current (I(Ca)) can be modified by activation of protein kinase C (PKC). However, the effect of PKC activation on I(Ca) is still controversial. Some studies have shown a decrease in current, whereas other studies have reported a biphasic effect (an increase followed by a decrease in current or vice versa). A possible explanation for the conflicting results is that several isoforms of PKC with opposing effects on I(Ca) were activated simultaneously. Here, we examined the influence of a single PKC isoform (PKC-betaII) on L-type calcium channels in isolation from other cardiac isoforms, using a transgenic mouse that conditionally expresses PKC-betaII. Ventricular cardiac myocytes were isolated from newborn mice and examined for expression of the transgene using single cell RT-PCR after I(Ca) recording. Cells expressing PKC-betaII showed a twofold increase in nifedipine-sensitive I(Ca). The PKC-betaII antagonist LY-379196 returned I(Ca) amplitude to levels found in non-PKC-betaII-expressing myocytes. The increase in I(Ca) was independent of Ca(v)1.2-subunit mRNA levels as determined by quantitative RT-PCR. Thus these data demonstrate that PKC-beta is a potent modulator of cardiac L-type calcium channels and that this specific isoform increases I(Ca) in neonatal ventricular myocytes.
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Affiliation(s)
- Kris J Alden
- Department of Physiology and Biophysics, Department of Medicine, College of Medicine, University of Illinois at Chicago, 900 S. Ashland Ave., Chicago, IL 60607, USA
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39
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Ivashuta S, Uchiyama K, Gau M, Shimamoto Y. Linear amplification coupled with controlled extension as a means of probe amplification in a cDNA array and gene expression analysis during cold acclimation in alfalfa (Medicago sativa L.). JOURNAL OF EXPERIMENTAL BOTANY 2002; 53:351-359. [PMID: 11807139 DOI: 10.1093/jexbot/53.367.351] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
This study describes a rapid and simple way to amplify limited amounts of probes used for cDNA array hybridization while maintaining the original representation of transcripts in the samples. The approach is based on linear amplification of cDNA-coupled controlled extension of amplified products and yielded a 50-75-fold increases in hybridization signal intensity. Controlled extension of products is achieved either by adjusting the amplification conditions or by using a digested template. Linear amplification with controlled extension generates a population of fragments consisting mainly of 3'-end portions of original transcripts and ranging in length from 200 to 800 nucleotides. cDNA array analysis revealed that amplified and non-amplified probes generate expression profiles with correlations ranging from r=0.857 to 0.895. Up to 90% of cDNA clones, differentially expressed during cold acclimation in alfalfa, could be detected with both types of probes. This amplification method should increase the utility of cDNA arrays for identifying novel differentially expressed genes as well as expression profiling in specialized tissues or cells when the amount of analysed material is limited. The possibility of diminishing cross-hybridization of long genes sharing high sequence homology and improving the hybridization kinetics of complex probes after amplification is also discussed.
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Affiliation(s)
- Sergey Ivashuta
- Graduate School of Agriculture, Hokkaido University, North-9 West-9, Kita-ku, Sapporo 060-8589, Japan.
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40
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Edoff K, Jerregård H. Effects of IL-1beta, IL-6 or LIF on rat sensory neurons co-cultured with fibroblast-like cells. J Neurosci Res 2002; 67:255-63. [PMID: 11782969 DOI: 10.1002/jnr.10092] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Inflammation may affect the local presence of sensory nerve fibers in situ and inflammatory mediators influence sensory neurons in vitro. In the present study we have investigated effects of the cytokines interleukin-1beta (IL-1beta, interleukin-6 (IL-6), and leukemia inhibitory factor (LIF) on survival of and neurite growth from neonatal rat sensory neurons co-cultured with fibroblast-like cells prepared from neonatal rat skin (sFLCs) or perichondrium (pFLCs). The results showed that both FLC types expressed receptors for all three cytokines. Five ng/ml of either cytokine, but not lower or higher concentrations, supported survival of DRG neurons co-cultured with sFLCs. Neuronal survival was also enhanced by addition of the soluble IL-6 receptor (rsIL-6R) with or without IL-6. In co-cultures with pFLCs neuronal survival was promoted by IL-6, increasing with cytokine concentration. Addition of rsIL-6R without IL-6 did also stimulate neuronal survival. The growth of neurites from DRG neurons co-cultured with sFLCs was stimulated by 0.5 ng/ml LIF, unaffected by 5 ng/ml LIF and inhibited by 50 ng/ml LIF. Considering DRG neurons co-cultured with pFLCs, 50 ng/ml of either of the three cytokines, as well as rsIL-6R conditioned medium, stimulated neurite outgrowth. Some of the cytokine effects observed were reduced by application of antibodies against nerve growth factor (NGF). We conclude that that the cytokines examined affect DRG neurons in terms of survival or neuritogenesis, that the effects are influenced by cytokine concentration and the origin of the FLCs and that some of the effects are indirect, probably being mediated by factors released from FLCs.
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Affiliation(s)
- Karin Edoff
- Division of Cell Biology, Department of Biomedicine and Surgery, Faculty of Health Sciences, University of Linköping, Linköping, Sweden.
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41
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Zabzdyr JL, Lillard SJ. Measurement of single-cell gene expression using capillary electrophoresis. Anal Chem 2001; 73:5771-5. [PMID: 11774920 DOI: 10.1021/ac0155714] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Capillary electrophoresis with laser-induced fluorescence detection was used to monitor gene expression in individual mammalian cells using the reverse transcriptasepolymerase chain reaction. Specifically, beta-actin expression in single LNCaP (prostate cancer) cells was measured. A sieving matrix containing hydroxypropyl methyl cellulose was used to effect size-based separation. Ethidium bromide fluorescence of the product DNA was used as the detection scheme and yielded excellent sensitivity. The beta-actin product, resulting from an individual cell lysed by a freeze-thaw method, gave an average signal-to-noise ratio (S/N) of 77+/-27 (n = 2). Chemical lysis of a single cell, using a dilute solution of SDS, gave a S/N of 26+/-2 (n = 2), roughly 3-fold lower than for freeze-thaw lysis. An initial detection limit (not considering fully optimized conditions) was calculated from an amplified cDNA standard to correspond to a concentration of approximately 133 starting molecules/nL (of beta-actin mRNA).
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Affiliation(s)
- J L Zabzdyr
- Department of Chemistry, University of California, Riverside 92521, USA
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42
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Lillesaar C, Eriksson C, Fried K. Rat tooth pulp cells elicit neurite growth from trigeminal neurones and express mRNAs for neurotrophic factors in vitro. Neurosci Lett 2001; 308:161-4. [PMID: 11479013 DOI: 10.1016/s0304-3940(01)01997-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Molecular factors control the developmental ingrowth of axons to the tooth pulp. Here we examine the ability of pulpal cells to induce neurite outgrowth from neonatal rat trigeminal neurones (TGNs) in vitro. We found that TGNs emitted neurites and formed networks of branches in relation to pulpal cells. Neurones co-cultured with a mixture of pulpal cells and 3T3 fibroblasts formed networks exclusively in relation to the pulpal cells. Cultivated pulpal cells and pulpal tissue produced mRNAs for all neurotrophins and members of the glial cell line-derived neurotrophic factor family. Hence, rat pulpal cells have neuritogenic effects on single TGNs in vitro, that may be associated with secretion of neurotrophic factors.
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Affiliation(s)
- C Lillesaar
- Division of Cell Biology, Department of Biomedicine and Surgery, Faculty of Health Sciences, University of Linköping, SE-581 85, Linköping, Sweden.
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43
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Benoit GR, Tong JH, Balajthy Z, Lanotte M. Exploring (novel) gene expression during retinoid-induced maturation and cell death of acute promyelocytic leukemia. Semin Hematol 2001; 38:71-85. [PMID: 11172541 DOI: 10.1016/s0037-1963(01)90007-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
During recent years, reports have shown that biological responses of acute promyelocytic leukemia (APL) cells to retinoids are more complex than initially envisioned. PML-RARalpha chimeric protein disturbs various biological processes such as cell proliferation, differentiation, and apoptosis. The distinct biological programs that regulate these processes stem from specific transcriptional activation of distinct (but overlapping) sets of genes. These programs are sometimes mutually exclusive and depend on whether the signals are delivered by RAR or RXR agonists. Furthermore, evidence that retinoid nuclear signaling by retinoid, on its own, is not enough to trigger these cellular responses is rapidly accumulating. Indeed, work with NB4 cells show that the fate of APL cells treated by retinoid depends on complex signaling cross-talk. Elucidation of the sequence of events and cascades of transcriptional regulation necessary for APL cell maturation will be an additional tool with which to further improve therapy by retinoids. In this task, the classical techniques used to analyze gene expression have proved time consuming, and their yield has been limited. Global analyses of the APL cell transcriptome are needed. We review the technical approaches currently available (differential display, complementary DNA microarrays), to identify novel genes involved in the determination of cell fate.
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Affiliation(s)
- G R Benoit
- INSERM U-496, Institut Universitaire d'Hématologie, H pital Saint-Louis, Paris, France
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44
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Phillips JK, Lipski J. Single-cell RT-PCR as a tool to study gene expression in central and peripheral autonomic neurones. Auton Neurosci 2000; 86:1-12. [PMID: 11269914 DOI: 10.1016/s1566-0702(00)00245-9] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In studies of the central and peripheral autonomic nervous system, it has become increasingly important to be able to investigate mRNA expression patterns within specific neuronal populations. Traditionally, the identification of mRNA species in discrete populations of cells has relied upon in situ hybridization. An alternative, relatively simple procedure is 'multiplex' reverse transcription-polymerase chain reaction (RT-PCR), conducted on single neurons after their in vitro isolation. Multiplex single-cell RT-PCR can be used to examine the expression of multiple genes within individual cells, and can be combined with electrophysiological, pharmacological and anatomical (retrograde labelling) studies. This review focuses on a number of key aspects of this approach, methodology, and both the advantages and the limitations of the technique. We also provide specific examples of work performed in our laboratory, examining the expression of alpha 2-adrenergic receptors in catecholaminergic cells of the rat brainstem and adrenal medulla. The application of single-cell RT-PCR to future studies of the autonomic nervous system will hopefully provide information on how physiological and pathological conditions affect gene expression in autonomic neurones.
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Affiliation(s)
- J K Phillips
- Department of Physiology, Faculty of Health and Medical Sciences, Private Bag 92019, University of Auckland, Auckland, New Zealand
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45
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Bell MI, Richardson PJ, Lee K. Histamine depolarizes cholinergic interneurones in the rat striatum via a H(1)-receptor mediated action. Br J Pharmacol 2000; 131:1135-42. [PMID: 11082121 PMCID: PMC1572445 DOI: 10.1038/sj.bjp.0703692] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
1. Whole-cell patch clamp recordings were made from rat striatal cholinergic interneurones in slices of brain tissue in vitro. Bath application of histamine (EC(50) 6.3 microM) was found to rapidly and reversibly depolarize these neurones through the induction of an inward current at -60 mV. 2. The effects of histamine were mimicked by the H(1) receptor agonist 2-thiazolylethylamine (50 microM) and selectively inhibited by pre-incubation with the H(1) receptor antagonist triprolidine (1 microM). 3. Ion substitution experiments under voltage clamp conditions revealed that the histamine activated current was comprised of two components. One component was sensitive to the concentration of extracellular Na(+), whilst the other component was inhibited by intracellular Cs(+) or extracellular Ba(2+). 4. In situ hybridization experiments revealed that the majority of cholinergic interneurones in the rat striatum express the histamine H(1) receptor but few neurones express H(2) receptors. These findings were confirmed using single cell RT - PCR. 5. It is concluded that histamine depolarizes cholinergic interneurones in the rat striatum via a H(1)-receptor mediated mechanism.
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Affiliation(s)
- M I Bell
- Parke Davis Neuroscience Research Centre, Cambridge University Forvie Site, Cambridge, CB2 2QB
| | - P J Richardson
- Department of Pharmacology, Tennis Court Road, Cambridge, CB2 1QJ
| | - K Lee
- Parke Davis Neuroscience Research Centre, Cambridge University Forvie Site, Cambridge, CB2 2QB
- Author for correspondence:
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46
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Preston Z, Lee K, Widdowson L, Freeman TC, Dixon AK, Richardson PJ. Adenosine receptor expression and function in rat striatal cholinergic interneurons. Br J Pharmacol 2000; 130:886-90. [PMID: 10864896 PMCID: PMC1572128 DOI: 10.1038/sj.bjp.0703366] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
Cholinergic neurons were identified in rat striatal slices by their size, membrane properties, sensitivity to the NK(1) receptor agonist (Sar(9), Met(O(2))(11)) Substance P, and expression of choline acetyltransferase mRNA. A(1) receptor mRNA was detected in 60% of the neurons analysed, and A(2A) receptor mRNA in 67% (n=15). The A(1) receptor agonist R-N(6)-(2-phenylisopropyl)adenosine (R-PIA) hyperpolarized cholinergic neurons in a concentration dependent manner sensitive to the A(1) antagonist 8-cyclopentyl-1, 3-dipropylxanthine (DPCPX, 100 nM). In dual stimulus experiments, the A(2A) receptor antagonist 8-(3-chlorostyryl)caffeine (CSC, 500 nM) decreased release of [(3)H]-acetylcholine from striatal slices (S2/S1 0.78+/-0.07 versus 0.95+/-0.05 in control), as did adenosine deaminase (S2/S1 ratio 0.69+/-0.05), whereas the A(1) receptor antagonist DPCPX (100 nM) had no effect (S2/S1 1.05+/-0.14). In the presence of adenosine deaminase the adenosine A(2A) receptor agonist 2-p-((carboxyethyl)phenylethylamino)-5'-N-ethylcarboxamidoadeno sin e (CGS21680, 10 nM) increased release (S2/S1 ratio 1.03+/-0.05 versus 0.88+/-0.05 in control), an effect blocked by the antagonist CSC (500 nM, S2/S1 0.68+/-0.05, versus 0.73+/-0.08 with CSC alone). The combined superfusion of bicuculline (10 microM), saclofen (1 microM) and naloxone (10 microM) had no effect on the stimulation by CGS21680 (S2/S1 ratio 0.99+/-0.04). The A(1) receptor agonist R-PIA (100 nM) inhibited the release of [(3)H]-acetylcholine (S2/S1 ratio 0.70+/-0.03), an effect blocked by DPCPX (S2/S1 ratio 1.06+/-0.07). It is concluded that both A(1) and A(2A) receptors are expressed on striatal cholinergic neurons where they are functionally active.
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Affiliation(s)
- Zoe Preston
- Parke-Davis, Cambridge University Forvie Site, Robinson Way, Cambridge, CB2 2QB
| | - Kevin Lee
- Parke-Davis, Cambridge University Forvie Site, Robinson Way, Cambridge, CB2 2QB
| | - Leon Widdowson
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QJ
| | - Tom C Freeman
- The Sanger Centre, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA
| | - Alistair K Dixon
- Parke-Davis, Cambridge University Forvie Site, Robinson Way, Cambridge, CB2 2QB
- The Sanger Centre, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA
| | - Peter J Richardson
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge CB2 1QJ
- Author for correspondence:
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Abstract
The genetic makeup and the environment influences the health and welfare of an individual. At both the tissue and cellular level, physiological function can be correlated with the transcription of genes, whose protein products contribute and influence the activity of biological systems. In order to understand these processes, it is therefore essential to determine the temporal and spatial patterns of gene expression, and, with particular relevance to drug discovery, define changes that occur during development of disease or treatment with therapeutic agents.
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Affiliation(s)
- T Freeman
- Gene Expression Group, The Sanger Centre, Hinxton Hall, Cambridge, UK
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48
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Preston Z, Lee K, Widdowson L, Richardson PJ, Pinnock RD. Tachykinins increase [3H]acetylcholine release in mouse striatum through multiple receptor subtypes. Neuroscience 2000; 95:367-76. [PMID: 10658616 DOI: 10.1016/s0306-4522(99)00440-6] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Tachykinins have been suggested to play a significant role in the mammalian striatum, at least in part by the control of acetylcholine release from cholinergic interneurons. In the present study, we have examined the ability of known tachykinin agonists and antagonists to modulate the activity of these interneurons in mouse striatal slices. Using whole-cell patch-clamp recordings, the selective neurokinin-1, neurokinin-2 and neurokinin-3 receptor agonists [sar9,Met(O2)11]substance P, [beta-ala8]neurokinin A(4-10) and senktide each produced a dose-dependent depolarization of visually identified cholinergic interneurons that was retained under conditions designed to interrupt synaptic transmission. The nature of these neurons and the expression of multiple tachykinin receptors was confirmed using single-cell reverse transcriptase-polymerase chain reaction analysis. Using in vitro superfusion techniques, the selective neurokinin-1, neurokinin-2 and neurokinin-3 receptor agonists [sar9,Met(O2)11]substance P, [beta-ala8]neurokinin A(4-10) and senktide, respectively, each produced a dose-dependent increase in acetylcholine release, the selectivity of which was confirmed using the neurokinin-1, neurokinin-2 and neurokinin-3 receptor antagonists SR140333, GR94800 and SR142801 (100 nM). U73122 (10 microM), a phospholipase C inhibitor, blocked [sar9,Met(O2)11]substance P- and senktide-induced acetylcholine release, but had no effect on [beta-ala8]neurokinin A(4-10)-induced release. The protein kinase C inhibitors chelerythrine and Ro-31-8220 (both 1 microM) significantly inhibited responses induced by all three agonists. These findings indicate that tachykinins modulate the activity of mouse striatal cholinergic interneurons. Furthermore, neurokinin-2 receptors are shown to perform a role in mouse that has not been identified previously in other species.
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MESH Headings
- 2-Amino-5-phosphonovalerate/pharmacology
- Acetylcholine/pharmacokinetics
- Alkaloids
- Animals
- Benzophenanthridines
- Choline O-Acetyltransferase/genetics
- Choline O-Acetyltransferase/metabolism
- Corpus Striatum/chemistry
- Corpus Striatum/metabolism
- Electrophysiology
- Enzyme Inhibitors/pharmacology
- Estrenes/pharmacology
- Excitatory Amino Acid Antagonists/pharmacology
- In Situ Hybridization
- Indoles/pharmacology
- Interneurons/chemistry
- Interneurons/enzymology
- Membrane Potentials/drug effects
- Membrane Potentials/physiology
- Mice
- Mice, Inbred C57BL
- Neurokinin A/analogs & derivatives
- Neurokinin A/pharmacology
- Oligopeptides/pharmacology
- Peptide Fragments/pharmacology
- Phenanthridines/pharmacology
- Phosphodiesterase Inhibitors/pharmacology
- Piperidines/pharmacology
- Pyrrolidinones/pharmacology
- Quinoxalines/pharmacology
- Quinuclidines/pharmacology
- RNA, Messenger/analysis
- Receptors, Neurokinin-1/genetics
- Receptors, Neurokinin-1/metabolism
- Receptors, Neurokinin-2/genetics
- Receptors, Neurokinin-2/metabolism
- Receptors, Neurokinin-3/antagonists & inhibitors
- Receptors, Neurokinin-3/genetics
- Receptors, Neurokinin-3/metabolism
- Receptors, Tachykinin/metabolism
- Signal Transduction/drug effects
- Signal Transduction/physiology
- Substance P/analogs & derivatives
- Substance P/pharmacology
- Tachykinins/metabolism
- Tetrodotoxin/pharmacology
- Tritium
- omega-N-Methylarginine/pharmacology
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Affiliation(s)
- Z Preston
- Parke-Davis Neuroscience Research Centre, Cambridge University Forvie Site, UK
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49
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Abstract
The manner in which a cell responds to and influences its environment is ultimately determined by the genes that it expresses. To fully understand and manipulate cellular function, identification of these expressed genes is essential. Techniques such as RT-PCR enable examination of gene expression at the tissue level. However, the study of complex heterogeneous tissue, such as the CNS or immune system, requires gene analysis to be performed at much higher resolution. In this article, the various methods that have been developed to enable RT-PCR to be performed at the level of the single cell are reviewed. In addition, how, when carried out in combination with techniques such as patch-clamp recording, single-cell gene-expression studies extend our understanding of biological systems is discussed.
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Affiliation(s)
- A K Dixon
- aDepartment of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge, UK CB2 1QJ.
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50
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Richardson PJ, Dixon AK, Lee K, Bell MI, Cox PJ, Williams R, Pinnock RD, Freeman TC. Correlating physiology with gene expression in striatal cholinergic neurones. J Neurochem 2000; 74:839-46. [PMID: 10646537 DOI: 10.1046/j.1471-4159.2000.740839.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The expression of 34 transmitter-related genes has been examined in the cholinergic neurones of rat striatal brain slices, with the aim of correlating gene expression with functional activity. The mRNAs encoding types I, II/IIA, and III alpha subunits of the voltage-sensitive sodium channels were detected, suggesting the presence of these three types of sodium channel. Similarly, mRNAs encoding all four alpha-amino-3-hydroxy-5-methylisoxazole-4-propionate (AMPA)-type glutamate receptor subunits and the NR1 and NR2A, 2B, and 2D subunits of the NMDA-type glutamate receptors were detected, suggesting that various combinations of these subunits mediate the cellular response to synaptically released glutamate. Other mRNAs detected included the NK1 and NK3 tachykinin receptors, all four known adenosine receptors, and the GABA-synthesising enzyme glutamate decarboxylase. Subpopulations of these cholinergic neurones have been identified on the basis of the expression of the NK3 tachykinin receptor in 5% and the trkC neurotrophin receptor in 12% of the cells investigated.
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Affiliation(s)
- P J Richardson
- Department of Pharmacology, University of Cambridge, Sanger Centre, England, UK.
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