151
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Karbowski J, Schindelman G, Cronin CJ, Seah A, Sternberg PW. Systems level circuit model of C. elegans undulatory locomotion: mathematical modeling and molecular genetics. J Comput Neurosci 2007; 24:253-76. [PMID: 17768672 DOI: 10.1007/s10827-007-0054-6] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2007] [Revised: 07/06/2007] [Accepted: 07/26/2007] [Indexed: 10/22/2022]
Abstract
To establish the relationship between locomotory behavior and dynamics of neural circuits in the nematode C. elegans we combined molecular and theoretical approaches. In particular, we quantitatively analyzed the motion of C. elegans with defective synaptic GABA and acetylcholine transmission, defective muscle calcium signaling, and defective muscles and cuticle structures, and compared the data with our systems level circuit model. The major experimental findings are: (1) anterior-to-posterior gradients of body bending flex for almost all strains both for forward and backward motion, and for neuronal mutants, also analogous weak gradients of undulatory frequency, (2) existence of some form of neuromuscular (stretch receptor) feedback, (3) invariance of neuromuscular wavelength, (4) biphasic dependence of frequency on synaptic signaling, and (5) decrease of frequency with increase of the muscle time constant. Based on (1) we hypothesize that the Central Pattern Generator (CPG) is located in the head both for forward and backward motion. Points (1) and (2) are the starting assumptions for our theoretical model, whose dynamical patterns are qualitatively insensitive to the details of the CPG design if stretch receptor feedback is sufficiently strong and slow. The model reveals that stretch receptor coupling in the body wall is critical for generation of the neuromuscular wave. Our model agrees with our behavioral data (3), (4), and (5), and with other pertinent published data, e.g., that frequency is an increasing function of muscle gap-junction coupling.
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Affiliation(s)
- Jan Karbowski
- Howard Hughes Medical Institute and Division of Biology 156-29, California Institute of Technology, Pasadena, CA 91125, USA.
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152
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Chronis N, Zimmer M, Bargmann CI. Microfluidics for in vivo imaging of neuronal and behavioral activity in Caenorhabditis elegans. Nat Methods 2007; 4:727-31. [PMID: 17704783 DOI: 10.1038/nmeth1075] [Citation(s) in RCA: 411] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2007] [Accepted: 07/09/2007] [Indexed: 11/09/2022]
Abstract
The nematode C. elegans is an excellent model organism for studying behavior at the neuronal level. Because of the organism's small size, it is challenging to deliver stimuli to C. elegans and monitor neuronal activity in a controlled environment. To address this problem, we developed two microfluidic chips, the 'behavior' chip and the 'olfactory' chip for imaging of neuronal and behavioral responses in C. elegans. We used the behavior chip to correlate the activity of AVA command interneurons with the worm locomotion pattern. We used the olfactory chip to record responses from ASH sensory neurons exposed to high-osmotic-strength stimulus. Observation of neuronal responses in these devices revealed previously unknown properties of AVA and ASH neurons. The use of these chips can be extended to correlate the activity of sensory neurons, interneurons and motor neurons with the worm's behavior.
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Affiliation(s)
- Nikos Chronis
- Howard Hughes Medical Institute, The Rockefeller University, 1230 York Avenue, New York, New York 10021, USA.
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153
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Kindt KS, Quast KB, Giles AC, De S, Hendrey D, Nicastro I, Rankin CH, Schafer WR. Dopamine mediates context-dependent modulation of sensory plasticity in C. elegans. Neuron 2007; 55:662-76. [PMID: 17698017 DOI: 10.1016/j.neuron.2007.07.023] [Citation(s) in RCA: 122] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2006] [Revised: 05/22/2007] [Accepted: 07/16/2007] [Indexed: 02/01/2023]
Abstract
Dopamine has been implicated in the modulation of diverse forms of behavioral plasticity, including appetitive learning and addiction. An important challenge is to understand how dopamine's effects at the cellular level alter the properties of neural circuits to modify behavior. In the nematode C. elegans, dopamine modulates habituation of an escape reflex triggered by body touch. In the absence of food, animals habituate more rapidly than in the presence of food; this contextual information about food availability is provided by dopaminergic mechanosensory neurons that sense the presence of bacteria. We find that dopamine alters habituation kinetics by selectively modulating the touch responses of the anterior-body mechanoreceptors; this modulation involves a D1-like dopamine receptor, a Gq/PLC-beta signaling pathway, and calcium release within the touch neurons. Interestingly, the body touch mechanoreceptors can themselves excite the dopamine neurons, forming a positive feedback loop capable of integrating context and experience to modulate mechanosensory attention.
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Affiliation(s)
- Katie S Kindt
- Biomedical Sciences Graduate Program, University of California, San Diego, La Jolla CA 92093, USA
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154
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Strange K, Christensen M, Morrison R. Primary culture of Caenorhabditis elegans developing embryo cells for electrophysiological, cell biological and molecular studies. Nat Protoc 2007; 2:1003-12. [PMID: 17446899 DOI: 10.1038/nprot.2007.143] [Citation(s) in RCA: 82] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Cell culture is an invaluable tool for investigation of basic biological processes. However, technical hurdles including low cell yield, poor cell differentiation and poor attachment to the growth substrate have limited the use of this tool for studies of the genetic model organism Caenorhabditis elegans. This protocol describes a method for the large-scale culture of C. elegans embryo cells. We also describe methods for in vitro RNA interference, fluorescence-activated cell sorting of embryo cells and imaging of cultured cells for patch-clamp electrophysiology studies. Developing embryos are isolated from gravid adult worms. After eggshell removal by enzymatic digestion, embryo cells are dissociated and plated onto glass substrates. Isolated cells terminally differentiate within 24 h. Analysis of gene expression patterns and cell-type frequency suggests that in vitro embryo cell cultures recapitulate the developmental characteristics of L1 larvae. Cultured embryo cells are well suited for physiological analysis as well as molecular and cell biological studies. The embryo cell isolation protocol can be completed in 5-6 h.
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Affiliation(s)
- Kevin Strange
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA.
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155
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Kusel JR, Al-Adhami BH, Doenhoff MJ. The schistosome in the mammalian host: understanding the mechanisms of adaptation. Parasitology 2007; 134:1477-526. [PMID: 17572930 DOI: 10.1017/s0031182007002971] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
SUMMARYIn this review, we envisage the host environment, not as a hostile one, since the schistosome thrives there, but as one in which the relationship between the two organisms consists of constant communication, through signalling mechanisms involving sense organs, surface glycocalyx, surface membrane and internal organs of the parasite, with host fluids and cells. The surface and secretions of the schistosome egg have very different properties from those of other parasite stages, but adapted for the dispersal of the eggs and for the preservation of host liver function. We draw from studies of mammalian cells and other organisms to indicate how further work might be carried out on the signalling function of the surface glycocalyx, the raft structure of the surface and existence of pores in the surface membrane, the repair of the surface membrane, the role of the membrane structure in ion channel function (including recent work on the actin cytoskeleton and calcium channels) and the possible role of P-glycoproteins in the adaptation of the parasite to its environment. We are speculative in some areas, such as the suggestions that variability in surface properties of schistosomes may relate to the existence of membrane rafts and that parasite communities may exhibit quorum sensing. This speculative approach is adopted with the hope that future work on the whole organisms and their interactions will be encouraged.
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Affiliation(s)
- J R Kusel
- Glasgow Biomedical Research Centre, University of Glasgow, Glasgow G12 8TA, UK.
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156
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Dunn NA, Conery JS, Lockery SR. Circuit motifs for spatial orientation behaviors identified by neural network optimization. J Neurophysiol 2007; 98:888-97. [PMID: 17522174 DOI: 10.1152/jn.00074.2007] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Spatial orientation behavior is universal among animals, but its neuronal basis is poorly understood. The main objective of the present study was to identify candidate patterns of neuronal connectivity (motifs) for two widely recognized classes of spatial orientation behaviors: hill climbing, in which the organism seeks the highest point in a spatial gradient, and goal seeking, in which the organism seeks an intermediate point in the gradient. Focusing on simple networks of graded processing neurons characteristic of Caenorhabditis elegans and other nematodes, we used an unbiased optimization algorithm to seek values of neuronal time constants, resting potentials, and synaptic strengths sufficient for each type of behavior. We found many different hill-climbing and goal-seeking networks that performed equally well in the two tasks. Surprisingly, however, each hill-climbing network represented one of just three fundamental circuit motifs, and each goal-seeking network comprised two of these motifs acting in concert. These motifs are likely to inform the search for the real circuits that underlie these behaviors in nematodes and other organisms.
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Affiliation(s)
- N A Dunn
- Institute of Neuroscience, University of Oregon, Eugene, Oregon 97403, USA
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157
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Kindt KS, Viswanath V, Macpherson L, Quast K, Hu H, Patapoutian A, Schafer WR. Caenorhabditis elegans TRPA-1 functions in mechanosensation. Nat Neurosci 2007; 10:568-77. [PMID: 17450139 DOI: 10.1038/nn1886] [Citation(s) in RCA: 173] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2006] [Accepted: 03/01/2007] [Indexed: 02/08/2023]
Abstract
Members of the transient receptor potential (TRP) ion channel family mediate diverse sensory transduction processes in both vertebrates and invertebrates. In particular, members of the TRPA subfamily have distinct thermosensory roles in Drosophila, and mammalian TRPA1 is postulated to have a function in noxious cold sensation and mechanosensation. Here we show that mutations in trpa-1, the C. elegans ortholog of mouse Trpa1, confer specific defects in mechanosensory behaviors related to nose-touch responses and foraging. trpa-1 is expressed and functions in sensory neurons required for these mechanosensory behaviors, and contributes to neural responses of these cells to touch, particularly after repeated mechanical stimulation. Furthermore, mechanical pressure can activate C. elegans TRPA-1 heterologously expressed in mammalian cells. Collectively, these data demonstrate that trpa-1 encodes an ion channel that can be activated in response to mechanical pressure and is required for mechanosensory neuron function, suggesting a possible role in mechanosensory transduction or modulation.
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Affiliation(s)
- Katie S Kindt
- MRC Laboratory of Molecular Biology, Hills Road, Cambridge CB2 2QH, UK
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158
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Fan X, Majumder A, Reagin SS, Porter EL, Sornborger AT, Keith CH, Lauderdale JD. New statistical methods enhance imaging of cameleon fluorescence resonance energy transfer in cultured zebrafish spinal neurons. JOURNAL OF BIOMEDICAL OPTICS 2007; 12:034017. [PMID: 17614725 DOI: 10.1117/1.2745263] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Cameleons are genetically encoded fluorescence resonance energy transfer (FRET)-based Ca(2+) indicators. Attempts to use cameleons to detect neural activity in vertebrate systems have been largely frustrated by the small FRET signal, in contradistinction to the higher signals seen in Drosophila and Caenorhabditis elegans. We have developed a statistical optimization method capable of detecting small ratiometric signals in noisy imaging data, called statistical optimization for the analysis of ratiometric signals. Using this method, we can detect and estimate anticorrelated ratiometric signals with subcellular resolution in cultured, dissociated zebrafish spinal neurons expressing cameleon or loaded with fluo-4 and fura-red. This method may make it possible to use yellow cameleons for measuring neural activity at high resolution in transgenic animals.
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Affiliation(s)
- Xiang Fan
- The University of Georgia, Department of Cellular Biology, Athens, Georgia 30602, USA
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159
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Hughes PA, Brierley SM, Young RL, Blackshaw LA. Localization and comparative analysis of acid-sensing ion channel (ASIC1, 2, and 3) mRNA expression in mouse colonic sensory neurons within thoracolumbar dorsal root ganglia. J Comp Neurol 2007; 500:863-75. [PMID: 17177258 DOI: 10.1002/cne.21204] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Reducing colonic mechanosensitivity is an important potential strategy for reducing visceral pain. Mice lacking acid-sensing ion channels (ASIC) 1, 2, and 3 show altered colonic mechanosensory function, implicating ASICs in the mechanotransduction process. Deletion of ASICs affects mechanotransduction in visceral and cutaneous afferents differently, suggesting differential expression. We determined relative expression of ASIC1, 2, and 3 in mouse thoracolumbar dorsal root ganglia (DRG) by quantitative reverse-transcriptase polymerase chain reaction (RT-PCR) analysis (QPCR) and specifically in retrogradely traced colonic neurons isolated via laser capture microdissection. Localization of ASIC expression in DRG was determined with fluorescence in situ hybridization (FISH) and retrograde tracing. QPCR of whole thoracolumbar DRG revealed and abundance of ASIC2 > ASIC1 > ASIC3. Similarly, FISH of all neurons in thoracolumbar DRG demonstrated that ASIC2 was expressed in the most (40 +/- 1%) neurons, followed by ASIC3 (24 +/- 1%), then ASIC1 (18 +/- 1%). Retrograde tracing from the distal colon labeled 4 +/- 1% of neurons in T10-L1 DRG. In contrast to whole DRG, FISH of colonic neurons showed ASIC3 expression in 73 +/- 2%, ASIC2 in 47 +/- 0.5%, and ASIC1 in 30 +/- 2%. QPCR of laser captured colonic neurons revealed that ASIC3 was the most abundant ASIC transcript, followed by ASIC1, then ASIC2. We conclude that ASIC1, 2, and 3 are expressed preferentially in colonic neurons within thoracolumbar DRG. In particular ASIC3, the least abundant in the general population, is the most abundant ASIC transcript in colonic neurons. The prevalence of ASIC3 in neurons innervating the colon supports electrophysiological data showing that it makes a major contribution to colonic mechanotransduction and therefore may be a target for the treatment of visceral pain.
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Affiliation(s)
- Patrick A Hughes
- Nerve-Gut Research Laboratory, Department of Gastroenterology, Hepatology and General Medicine, Royal Adelaide Hospital, Adelaide, South Australia, 5000, Australia
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160
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Abstract
Sensory neurons innervating the skin encode the familiar sensations of temperature, touch and pain. An explosion of progress has revealed unanticipated cellular and molecular complexity in these senses. It is now clear that perception of a single stimulus, such as heat, requires several transduction mechanisms. Conversely, a given protein may contribute to multiple senses, such as heat and touch. Recent studies have also led to the surprising insight that skin cells might transduce temperature and touch. To break the code underlying somatosensation, we must therefore understand how the skin's sensory functions are divided among signalling molecules and cell types.
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Affiliation(s)
- Ellen A Lumpkin
- Departments of Neuroscience, Molecular Physiology & Biophysics and Molecular & Human Genetics, Baylor College of Medicine, One Baylor Plaza, Houston, Texas 77030, USA
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161
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Bounoutas A, Chalfie M. Touch sensitivity in Caenorhabditis elegans. Pflugers Arch 2007; 454:691-702. [PMID: 17285303 DOI: 10.1007/s00424-006-0187-x] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2006] [Accepted: 10/31/2006] [Indexed: 11/26/2022]
Abstract
The nematode Caenorhabditis elegans was the first organism for which touch insensitive mutants were obtained. The study of the genes defective in these mutants has led to the identification of components of a mechanosensory complex needed for specific cells to sense gentle touch to the body. Multiple approaches using genetics, cell biology, biochemistry, and electrophysiology have characterized a channel complex, containing two DEG/ENaC pore-forming subunits and several other proteins, that transduces the touch response. Other mechanical responses, sensed by other cells using a variety of other components, are less well understood in C. elegans. Many of these other senses may use TRP channels, although DEG/ENaC channels have also been implicated.
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Affiliation(s)
- Alexander Bounoutas
- Department of Biological Sciences, Columbia University, 1012 Fairchild, MC#2446, 1012 Amsterdam Avenue, New York, NY 10027, USA.
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162
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Ferkey DM, Hyde R, Haspel G, Dionne HM, Hess HA, Suzuki H, Schafer WR, Koelle MR, Hart AC. C. elegans G protein regulator RGS-3 controls sensitivity to sensory stimuli. Neuron 2007; 53:39-52. [PMID: 17196529 PMCID: PMC1855255 DOI: 10.1016/j.neuron.2006.11.015] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2006] [Revised: 10/20/2006] [Accepted: 11/16/2006] [Indexed: 12/26/2022]
Abstract
Signal transduction through heterotrimeric G proteins is critical for sensory response across species. Regulator of G protein signaling (RGS) proteins are negative regulators of signal transduction. Herein we describe a role for C. elegans RGS-3 in the regulation of sensory behaviors. rgs-3 mutant animals fail to respond to intense sensory stimuli but respond normally to low concentrations of specific odorants. We find that loss of RGS-3 leads to aberrantly increased G protein-coupled calcium signaling but decreased synaptic output, ultimately leading to behavioral defects. Thus, rgs-3 responses are restored by decreasing G protein-coupled signal transduction, either genetically or by exogenous dopamine, by expressing a calcium-binding protein to buffer calcium levels in sensory neurons or by enhancing glutamatergic synaptic transmission from sensory neurons. Therefore, while RGS proteins generally act to downregulate signaling, loss of a specific RGS protein in sensory neurons can lead to defective responses to external stimuli.
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Affiliation(s)
- Denise M Ferkey
- Massachusetts General Hospital Cancer Center, Charlestown, MA 02129, USA
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163
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Abstract
Light touch, a sense of muscle position, and the responses to tissue-damaging levels of pressure all involve mechanosensitive sensory neurons that originate in the dorsal root or trigeminal ganglia. A variety of mechanisms of mechanotransduction are proposed. These ranges from direct activation of mechanically activated channels at the tips of sensory neurons to indirect effects of intracellular mediators, or chemical signals released from distended tissues, or specialized mechanosensory end organs. This chapter describes the properties of mechanosensitive channels present in sensory neurons and the potential molecular candidates that may underlie. Mechanically regulated electrical activity by touch and tissue damaging levels of pressure in sensory neurons seems to involve a variety of direct and indirect mechanisms and ion channels, and the involvement of specialized end organs in mechanotransduction complicates matters even more. Imaging studies are providing useful information about the events in the central nervous system associated with touch pain and allodynia (a pathological state where touch becomes painful this type of activity).
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Affiliation(s)
- Liam J Drew
- Molecular Nociception Group, Biology Department, University College London, London WC1E 6BT, United Kingdom
| | - Francois Rugiero
- Molecular Nociception Group, Biology Department, University College London, London WC1E 6BT, United Kingdom
| | - John N Wood
- Molecular Nociception Group, Biology Department, University College London, London WC1E 6BT, United Kingdom
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164
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Bazopoulou D, Tavernarakis N. Mechanosensitive Ion Channels in Caenorhabditis elegans. CURRENT TOPICS IN MEMBRANES 2007; 59:49-79. [PMID: 25168133 DOI: 10.1016/s1063-5823(06)59003-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Caenorhabditis elegans depends critically on mechanosensory perception to negotiate its natural habitat, the soil. The worm displays a rich repertoire of mechanosensitive behaviors, which can be easily examined in the laboratory. This, coupled with the availability of sophisticated genetic and molecular biology tools, renders C. elegans a particularly attractive model organism to study the transduction of mechanical stimuli to biological responses. Systematic genetic analysis has facilitated the dissection of the molecular mechanisms that underlie mechanosensation in the nematode. Studies of various worm mechanosensitive behaviors have converged to identify highly specialized plasma membrane ion channels that are required for the conversion of mechanical energy to cellular signals. Strikingly, similar mechanosensitive ion channels appear to function at the core of the mechanotransduction apparatus in higher organisms, including humans. Thus, the mechanisms responsible for the detection of mechanical stimuli are likely conserved across metazoans. The nematode offers a powerful platform for elucidating the fundamental principles that govern the function of metazoan mechanotransducers. This chapter evaluates the current understanding of mechanotransduction in C. elegans and focuses on the role of mechanosensitive ion channels in specific mechanosensory behavioral responses. The chapter also outlines potential unifying themes, common to mechanosensory transduction in diverse species.
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Affiliation(s)
- Dafne Bazopoulou
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology, Heraklion 71110, Crete, Greece
| | - Nektarios Tavernarakis
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology, Heraklion 71110, Crete, Greece
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165
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Feng Z, Li W, Ward A, Piggott BJ, Larkspur ER, Sternberg PW, Shawn Xu XZ. A C. elegans model of nicotine-dependent behavior: regulation by TRP-family channels. Cell 2006; 127:621-33. [PMID: 17081982 PMCID: PMC2859215 DOI: 10.1016/j.cell.2006.09.035] [Citation(s) in RCA: 122] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2005] [Revised: 07/16/2006] [Accepted: 09/15/2006] [Indexed: 11/21/2022]
Abstract
Nicotine, the primary addictive substance in tobacco, induces profound behavioral responses in mammals, but the underlying genetic mechanisms are not well understood. Here we develop a C. elegans model of nicotine-dependent behavior. We show that worms exhibit behavioral responses to nicotine that parallel those observed in mammals, including acute response, tolerance, withdrawal, and sensitization. These nicotine responses require nicotinic acetylcholine receptor (nAChR) family genes that are known to mediate nicotine dependence in mammals, suggesting functional conservation of nAChRs in nicotine responses. Importantly, we find that mutant worms lacking TRPC (transient receptor potential canonical) channels are defective in their response to nicotine and that such a defect can be rescued by a human TRPC channel, revealing an unexpected role for TRPC channels in regulating nicotine-dependent behavior. Thus, C. elegans can be used to characterize known genes as well as to identify new genes regulating nicotine responses.
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Affiliation(s)
- Zhaoyang Feng
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
| | - Wei Li
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
| | - Alex Ward
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
| | - Beverly J. Piggott
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Erin R. Larkspur
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
| | - Paul W. Sternberg
- HHMI and Division of Biology, California Institute of Technology, Pasadena, CA 91125
| | - X. Z. Shawn Xu
- Life Sciences Institute, University of Michigan, Ann Arbor, MI 48109
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI 48109
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166
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Nagel G, Brauner M, Liewald JF, Adeishvili N, Bamberg E, Gottschalk A. Light activation of channelrhodopsin-2 in excitable cells of Caenorhabditis elegans triggers rapid behavioral responses. Curr Biol 2006; 15:2279-84. [PMID: 16360690 DOI: 10.1016/j.cub.2005.11.032] [Citation(s) in RCA: 687] [Impact Index Per Article: 36.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2005] [Revised: 11/01/2005] [Accepted: 11/08/2005] [Indexed: 01/15/2023]
Abstract
For studying the function of specific neurons in their native circuitry, it is desired to precisely control their activity. This often requires dissection to allow accurate electrical stimulation or neurotransmitter application , and it is thus inherently difficult in live animals, especially in small model organisms. Here, we employed channelrhodopsin-2 (ChR2), a directly light-gated cation channel from the green alga Chlamydomonas reinhardtii, in excitable cells of the nematode Caenorhabditis elegans, to trigger specific behaviors, simply by illumination. Channelrhodopsins are 7-transmembrane-helix proteins that resemble the light-driven proton pump bacteriorhodopsin , and they also utilize the chromophore all-trans retinal, but to open an intrinsic cation pore. In muscle cells, light-activated ChR2 evoked strong, simultaneous contractions, which were reduced in the background of mutated L-type, voltage-gated Ca2+-channels (VGCCs) and ryanodine receptors (RyRs). Electrophysiological analysis demonstrated rapid inward currents that persisted as long as the illumination. When ChR2 was expressed in mechanosensory neurons, light evoked withdrawal behaviors that are normally elicited by mechanical stimulation. Furthermore, ChR2 enabled activity of these neurons in mutants lacking the MEC-4/MEC-10 mechanosensory ion channel . Thus, specific neurons or muscles expressing ChR2 can be quickly and reversibly activated by light in live and behaving, as well as dissected, animals.
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Affiliation(s)
- Georg Nagel
- Max Planck Institute for Biophysics, Max-von-Laue-Str. 3, D-60438 Frankfurt, Germany
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167
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Abstract
A TRP family cation channel has been found to be critical for proprioception in the nematode Caenorhabditis elegans. This is a starting point for understanding conserved mechanotransduction mechanisms in proprioceptor neurons, and for deciphering how sensory feedback can function within a defined neural circuit to produce coordinated patterns of motor activity.
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Affiliation(s)
- William R Schafer
- Division of Biological Sciences, University of California, San Diego, La Jolla, California 92093, USA.
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168
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Tomioka M, Adachi T, Suzuki H, Kunitomo H, Schafer WR, Iino Y. The insulin/PI 3-kinase pathway regulates salt chemotaxis learning in Caenorhabditis elegans. Neuron 2006; 51:613-25. [PMID: 16950159 DOI: 10.1016/j.neuron.2006.07.024] [Citation(s) in RCA: 230] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2006] [Revised: 06/23/2006] [Accepted: 07/24/2006] [Indexed: 11/25/2022]
Abstract
The insulin-like signaling pathway is known to regulate fat metabolism, dauer formation, and longevity in Caenorhabditis elegans. Here, we report that this pathway is also involved in salt chemotaxis learning, in which animals previously exposed to a chemoattractive salt under starvation conditions start to show salt avoidance behavior. Mutants of ins-1, daf-2, age-1, pdk-1, and akt-1, which encode the homologs of insulin, insulin/IGF-I receptor, PI 3-kinase, phosphoinositide-dependent kinase, and Akt/PKB, respectively, show severe defects in salt chemotaxis learning. daf-2 and age-1 act in the ASER salt-sensing neuron, and the activity level of the DAF-2/AGE-1 pathway in this neuron determines the extent and orientation of salt chemotaxis. On the other hand, ins-1 acts in AIA interneurons, which receive direct synaptic inputs from sensory neurons and also send synaptic outputs to ASER. These results suggest that INS-1 secreted from AIA interneurons provides feedback to ASER to generate plasticity of chemotaxis.
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Affiliation(s)
- Masahiro Tomioka
- Molecular Genetics Research Laboratory, Graduate School of Science, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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169
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Frøkjaer-Jensen C, Kindt KS, Kerr RA, Suzuki H, Melnik-Martinez K, Gerstbreih B, Driscol M, Schafer WR. Effects of voltage-gated calcium channel subunit genes on calcium influx in cultured C. elegans mechanosensory neurons. JOURNAL OF NEUROBIOLOGY 2006; 66:1125-39. [PMID: 16838374 DOI: 10.1002/neu.20261] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Voltage-gated calcium channels (VGCCs) serve as a critical link between electrical signaling and diverse cellular processes in neurons. We have exploited recent advances in genetically encoded calcium sensors and in culture techniques to investigate how the VGCC alpha1 subunit EGL-19 and alpha2/delta subunit UNC-36 affect the functional properties of C. elegans mechanosensory neurons. Using the protein-based optical indicator cameleon, we recorded calcium transients from cultured mechanosensory neurons in response to transient depolarization. We observed that in these cultured cells, calcium transients induced by extracellular potassium were significantly reduced by a reduction-of-function mutation in egl-19 and significantly reduced by L-type calcium channel inhibitors; thus, a main source of touch neuron calcium transients appeared to be influx of extracellular calcium through L-type channels. Transients did not depend directly on intracellular calcium stores, although a store-independent 2-APB and gadolinium-sensitive calcium flux was detected. The transients were also significantly reduced by mutations in unc-36, which encodes the main neuronal alpha2/delta subunit in C. elegans. Interestingly, while egl-19 mutations resulted in similar reductions in calcium influx at all stimulus strengths, unc-36 mutations preferentially affected responses to smaller depolarizations. These experiments suggest a central role for EGL-19 and UNC-36 in excitability and functional activity of the mechanosensory neurons.
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170
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Hall DH, Lints R, Altun Z. Nematode neurons: anatomy and anatomical methods in Caenorhabditis elegans. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2006; 69:1-35. [PMID: 16492460 DOI: 10.1016/s0074-7742(05)69001-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- David H Hall
- Center for C. elegans Anatomy, Department of Neuroscience, Albert Einstein College of Medicine, Bronx, New York, USA
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171
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Lingueglia E, Deval E, Lazdunski M. FMRFamide-gated sodium channel and ASIC channels: a new class of ionotropic receptors for FMRFamide and related peptides. Peptides 2006; 27:1138-52. [PMID: 16516345 DOI: 10.1016/j.peptides.2005.06.037] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2005] [Accepted: 06/22/2005] [Indexed: 12/13/2022]
Abstract
FMRFamide and related peptides typically exert their action through G-protein coupled receptors. However, two ionotropic receptors for these peptides have recently been identified. They are both members of the epithelial amiloride-sensitive Na+ channel and degenerin (ENaC/DEG) family of ion channels. The invertebrate FMRFamide-gated Na+ channel (FaNaC) is a neuronal Na+-selective channel which is directly gated by micromolar concentrations of FMRFamide and related tetrapeptides. Its response is fast and partially desensitizing, and FaNaC has been proposed to participate in peptidergic neurotransmission. On the other hand, mammalian acid-sensing ion channels (ASICs) are not gated but are directly modulated by FMRFamide and related mammalian peptides like NPFF and NPSF. ASICs are activated by external protons and are therefore extracellular pH sensors. They are expressed both in the central and peripheral nervous system and appear to be involved in many physiological and pathophysiological processes such as hippocampal long-term potentiation and defects in learning and memory, acquired fear-related behavior, retinal function, brain ischemia, pain sensation in ischemia and inflammation, taste perception, hearing functions, and mechanoperception. The potentiation of ASIC activity by endogenous RFamide neuropeptides probably participates in the response to noxious acidosis in sensory and central neurons. Available data also raises the possibility of the existence of still unknown FMRFamide related endogenous peptides acting as direct agonists for ASICs.
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Affiliation(s)
- Eric Lingueglia
- Institut de Pharmacologie Moléculaire et Cellulaire, CNRS-Université de Nice-Sophia Antipolis UMR 6097, 660 route des Lucioles, Sophia Antipolis, 06560 Valbonne, France.
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172
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Abstract
Because of its small and well-characterized nervous system and amenability to genetic manipulation, the nematode Caenorhabditis elegans offers the promise of understanding the mechanisms underlying a whole animal's behavior at the molecular and cellular levels. In fact, this goal was a primary motivation behind the development of C. elegans as an experimental organism 40 years ago. Yet it has proven surprisingly difficult to obtain a mechanistic understanding of how the C. elegans nervous system generates behavior, despite the existence of a 'wiring diagram' that contains a degree of information about neural connectivity unparalleled in any organism. This review describes three types of information--molecular data on cellular neurochemistry, temporal information about neural activity patterns, and behavioral data on the consequences of neural ablation and manipulation--that, along with genetic analysis, may ultimately lead to a complete functional map of the C. elegans nervous system.
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Affiliation(s)
- William R Schafer
- Division of Biological Sciences, University of California, San Diego, La Jolla, California 92093, USA.
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173
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Reiff DF, Ihring A, Guerrero G, Isacoff EY, Joesch M, Nakai J, Borst A. In vivo performance of genetically encoded indicators of neural activity in flies. J Neurosci 2006; 25:4766-78. [PMID: 15888652 PMCID: PMC1464576 DOI: 10.1523/jneurosci.4900-04.2005] [Citation(s) in RCA: 157] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Genetically encoded fluorescent probes of neural activity represent new promising tools for systems neuroscience. Here, we present a comparative in vivo analysis of 10 different genetically encoded calcium indicators, as well as the pH-sensitive synapto-pHluorin. We analyzed their fluorescence changes in presynaptic boutons of the Drosophila larval neuromuscular junction. Robust neural activity did not result in any or noteworthy fluorescence changes when Flash-Pericam, Camgaroo-1, and Camgaroo-2 were expressed. However, calculated on the raw data, fractional fluorescence changes up to 18% were reported by synapto-pHluorin, Yellow Cameleon 2.0, 2.3, and 3.3, Inverse-Pericam, GCaMP1.3, GCaMP1.6, and the troponin C-based calcium sensor TN-L15. The response characteristics of all of these indicators differed considerably from each other, with GCaMP1.6 reporting high rates of neural activity with the largest and fastest fluorescence changes. However, GCaMP1.6 suffered from photobleaching, whereas the fluorescence signals of the double-chromophore indicators were in general smaller but more photostable and reproducible, with TN-L15 showing the fastest rise of the signals at lower activity rates. We show for GCaMP1.3 and YC3.3 that an expanded range of neural activity evoked fairly linear fluorescence changes and a corresponding linear increase in the signal-to-noise ratio (SNR). The expression level of the indicator biased the signal kinetics and SNR, whereas the signal amplitude was independent. The presented data will be useful for in vivo experiments with respect to the selection of an appropriate indicator, as well as for the correct interpretation of the optical signals.
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Affiliation(s)
- Dierk F Reiff
- Department of Systems and Computational Neuroscience, Max-Planck-Institute of Neurobiology, 82152 Martinsried, Germany.
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174
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Faumont S, Lockery SR. The Awake Behaving Worm: Simultaneous Imaging of Neuronal Activity and Behavior in Intact Animals at Millimeter Scale. J Neurophysiol 2006; 95:1976-81. [PMID: 16319197 DOI: 10.1152/jn.01050.2005] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Genetically encoded optical probes of neuronal activity offer the prospect of simultaneous recordings of neuronal activity and behavior in intact animals. A central problem in simultaneous imaging is that the field of view of the high-power objective required for imaging the neuron is often too small to allow the experimenter to assess the overall behavioral state of the animal. Here we present a method that solves this problem using a microscope with two objectives focused on the preparation: a high-power lens dedicated to imaging the neuron and low-power lens dedicated to imaging the behavior. Images of activity and behavior are acquired simultaneously but separately using different wavelengths of light. The new approach was tested using the cameleon calcium sensor expressed in Caenorhabditis elegans sensory neurons. We show that simultaneous recordings of neuronal activity and behavior are practical in C. elegans and, moreover, that such recordings can reveal subtle, transient correlations between calcium levels and behavior that may be missed in nonsimultaneous recordings. The new method is likely to be useful whenever it would be desirable to record simultaneously at two different spatial resolutions from a single location, or from two different locations in space.
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Affiliation(s)
- Serge Faumont
- Institute of Neuroscience, University of Oregon, Eugene, OR 97403, USA
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175
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Abstract
Fluorescence imaging has enabled us to decipher spatiotemporal information coded in complex tissues. Genetically encoded probes that enable fluorescence imaging of excitable cell activity have been constructed by fusing fluorescent proteins to functional proteins that are involved in physiological signaling. The probes are introduced into an intact organism and targeted to specific tissues, cell types, or subcellular compartments, thereby allowing specific signals to be extracted more efficiently than was previously possible. In this primer, I will describe how this approach has met neuroscientists' demands and desires.
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Affiliation(s)
- Atsushi Miyawaki
- Laboratory for Cell Function Dynamics, Advanced Technology Development Group, Brain Science Institute, RIKEN, 2-1 Hirosawa, Wako-city, Saitama, 351-0198, Japan.
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176
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Faumont S, Miller AC, Lockery SR. Chemosensory behavior of semi-restrained Caenorhabditis elegans. ACTA ACUST UNITED AC 2006; 65:171-8. [PMID: 16114028 DOI: 10.1002/neu.20196] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
A new behavioral assay is described for studying chemosensation in the nematode Caenorhabditis elegans. This assay presents three main characteristics: (1) the worm is restrained by gluing, preserving correlates of identifiable behaviors; (2) the amplitude and time course of the stimulus are controlled by the experimenter; and (3) the behavior is recorded quantitatively. We show that restrained C. elegans display behaviors comparable to those of freely moving worms. Moreover, the chemosensory response of wild-type glued animals to changes in salt concentration is similar to that of freely moving animals. This glued-worm assay was used to reveal new chemosensory deficits of the potassium channel mutant egl-2. We conclude that the glued worm assay can be used to study the chemosensory regulation of C. elegans behavior and how it is affected by neuronal or genetic manipulations.
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Affiliation(s)
- Serge Faumont
- Institute of Neuroscience, 1254 University of Oregon, Eugene, Oregon 97403, USA
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177
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Chapter 13 Finding Sensory Neuron Mechanotransduction Components. CURRENT TOPICS IN MEMBRANES 2006. [DOI: 10.1016/s1063-5823(06)57012-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register]
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178
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Deval E, Friend V, Thirant C, Salinas M, Jodar M, Lazdunski M, Lingueglia E. Regulation of Sensory Neuron-specific Acid-sensing Ion Channel 3 by the Adaptor Protein Na+/H+ Exchanger Regulatory Factor-1. J Biol Chem 2006; 281:1796-807. [PMID: 16234233 DOI: 10.1074/jbc.m509669200] [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: 12/15/2022] Open
Abstract
Acid-sensing ion channels (ASICs) are cationic channels activated by extracellular protons. The ASIC3 subunit is largely expressed in the peripheral nervous system, where it contributes to pain perception and to some aspects of mechanosensation. We report here a PDZ-dependent and protein kinase C-modulated association between ASIC3 and the Na+/H+ exchanger regulatory factor-1 (NHERF-1) adaptor protein. We show that NHERF-1 and ASIC3 are co-expressed in dorsal root ganglion neurons. NHERF-1 enhances the ASIC3 peak current in heterologous cells, including F-11 dorsal root ganglion cells, by increasing the amount of channel at the plasma membrane. Perhaps more importantly, we show that the plateau current of ASIC3 can be dramatically increased (10-30-fold) by association with NHERF-1, leading to a significant sustained current at pH 6.6. In the presence of NHERF-1, the ASIC3 subcellular localization is modified, and the channel co-localizes with ezrin, a member of the ezrin-radixin-moesin family of actin-binding proteins, providing the first direct link between ASIC3 and the cortical cytoskeleton. Given the importance of the ASIC3 sustained current in nociceptor excitability, it is likely that NHERF-1 participates in channel functions associated with nociception and mechanosensation.
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Affiliation(s)
- Emmanuel Deval
- Institut de Pharmacologie Moléculaire et Cellulaire, CNRS-UNSA UMR 6097, Institut Paul Hamel, 660 Route des Lucioles, Sophia Antipolis, Valbonne 06560, France
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179
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Mank M, Reiff DF, Heim N, Friedrich MW, Borst A, Griesbeck O. A FRET-based calcium biosensor with fast signal kinetics and high fluorescence change. Biophys J 2005; 90:1790-6. [PMID: 16339891 PMCID: PMC1367327 DOI: 10.1529/biophysj.105.073536] [Citation(s) in RCA: 223] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Genetically encoded calcium biosensors have become valuable tools in cell biology and neuroscience, but some aspects such as signal strength and response kinetics still need improvement. Here we report the generation of a FRET-based calcium biosensor employing troponin C as calcium-binding moiety that is fast, is stable in imaging experiments, and shows a significantly enhanced fluorescence change. These improvements were achieved by engineering magnesium and calcium-binding properties within the C-terminal lobe of troponin C and by the incorporation of circularly permuted variants of the green fluorescent protein. This sensor named TN-XL shows a maximum fractional fluorescence change of 400% in its emission ratio and linear response properties over an expanded calcium regime. When imaged in vivo at presynaptic motoneuron terminals of transgenic fruit flies, TN-XL exhibits highly reproducible fluorescence signals with the fastest rise and decay times of all calcium biosensors known so far.
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Affiliation(s)
- Marco Mank
- AG Zelluläre Dynamik, Abteilung Neuronale Informationsverarbeitung, Max-Planck-Institut für Neurobiologie 82152 Martinsried, Germany
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180
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Royal DC, Bianchi L, Royal MA, Lizzio M, Mukherjee G, Nunez YO, Driscoll M. Temperature-sensitive mutant of the Caenorhabditis elegans neurotoxic MEC-4(d) DEG/ENaC channel identifies a site required for trafficking or surface maintenance. J Biol Chem 2005; 280:41976-86. [PMID: 16239217 DOI: 10.1074/jbc.m510732200] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
DEG/ENaC channel subunits are two transmembrane domain proteins that assemble into heteromeric complexes to perform diverse biological functions that include sensory perception, electrolyte balance, and synaptic plasticity. Hyperactivation of neuronally expressed DEG/ENaCs that conduct both Na+ and Ca2+, however, can potently induce necrotic neuronal death in vivo. For example, Caenorhabditis elegans DEG/ENaC MEC-4 comprises the core subunit of a touch-transducing ion channel critical for mechanosensation that when hyperactivated by a mec-4(d) mutation induces necrosis of the sensory neurons in which it is expressed. Thus, studies of the MEC-4 channel have provided insight into both normal channel biology and neurotoxicity mechanisms. Here we report on intragenic mec-4 mutations identified in a screen for suppressors of mec-4(d)-induced necrosis, with a focus on detailed characterization of allele bz2 that has the distinctive phenotype of inducing dramatic neuronal swelling without being fully penetrant for toxicity. The bz2 mutation encodes substitution A745T, which is situated in the intracellular C-terminal domain of MEC-4. We show that this substitution renders both MEC-4 and MEC-4(d) activity strongly temperature sensitive. In addition, we show that both in Xenopus oocytes and in vivo, substitution A745T disrupts channel trafficking or maintenance of the MEC-4 subunit at the cell surface. This is the first demonstration of a C-terminal domain that affects trafficking of a neuronally expressed DEG/ENaC. Moreover, this study reveals that neuronal swelling occurs prior to commitment to necrotic death and defines a powerful new tool for inducible necrosis initiation.
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Affiliation(s)
- Dewey C Royal
- Department of Molecular Biology and Biochemistry, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, USA
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181
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Miesenböck G, Kevrekidis IG. Optical imaging and control of genetically designated neurons in functioning circuits. Annu Rev Neurosci 2005; 28:533-63. [PMID: 16022604 DOI: 10.1146/annurev.neuro.28.051804.101610] [Citation(s) in RCA: 94] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Proteins with engineered sensitivities to light are infiltrating the biological mechanisms by which neurons generate and detect electrochemical signals. Encoded in DNA and active only in genetically specified target cells, these proteins provide selective optical interfaces for observing and controlling signaling by defined groups of neurons in functioning circuits, in vitro and in vivo. Light-emitting sensors of neuronal activity (reporting calcium increase, neurotransmitter release, or membrane depolarization) have begun to reveal how information is represented by neuronal assemblies, and how these representations are transformed during the computations that inform behavior. Light-driven actuators control the electrical activities of central neurons in freely moving animals and establish causal connections between the activation of specific neurons and the expression of particular behaviors. Anchored within mathematical systems and control theory, the combination of finely resolved optical field sensing and finely resolved optical field actuation will open new dimensions for the analysis of the connectivity, dynamics, and plasticity of neuronal circuits, and perhaps even for replacing lost--or designing novel--functionalities.
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Affiliation(s)
- Gero Miesenböck
- Department of Cell Biology, Yale University School of Medicine, New Haven, CT 06520, USA.
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182
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Suzuki M, Tsuji T, Ohtake H. A model of motor control of the nematode C. elegans with neuronal circuits. Artif Intell Med 2005; 35:75-86. [PMID: 16084704 DOI: 10.1016/j.artmed.2005.01.008] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2004] [Revised: 01/11/2005] [Accepted: 01/12/2005] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Living organisms have mechanisms to adapt to various conditions of external environments. If we can realize these mechanisms on the computer, it may be possible to apply methods of biological and biomimetic adaptation to the engineering of artificial machines. This paper focuses on the nematode Caenorhabditis elegans (C. elegans), which has a relatively simple structure and is one of the most studied multicellular organisms. We aim to develop its computer model, artificial C. elegans, to analyze control mechanisms with respect to motion. Although C. elegans processes many kinds of external stimuli, we focused on gentle touch stimulation. METHODS The proposed model consists of a neuronal circuit model for motor control that responds to gentle touch stimuli and a kinematic model of the body for movement. All parameters included in the neuronal circuit model are adjusted by using the real-coded genetic algorithm. Also, the neuronal oscillator model is employed in the body model to generate the sinusoidal movement. The motion velocity of the body model is controlled by the neuronal circuit model so as to correspond to the touch stimuli that are received in sensory neurons. CONCLUSION The computer simulations confirmed that the proposed model is capable of realizing motor control similar to that of the actual organism qualitatively. By using the artificial organism it may be possible to clarify or predict some characteristics that cannot be measured in actual experiments. With the recent development of computer technology, such a computational analysis becomes a real possibility. The artificial C. elegans will contribute for studies in experimental biology in future, although it is still developing at present.
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Affiliation(s)
- Michiyo Suzuki
- Department of Artificial Complex Systems Engineering, Hiroshima University, 1-4-1 Kagamiyama, Higashi-Hiroshima, Hiroshima 739-8527, Japan.
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183
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Lin H, Mann KJ, Starostina E, Kinser RD, Pikielny CW. A Drosophila DEG/ENaC channel subunit is required for male response to female pheromones. Proc Natl Acad Sci U S A 2005; 102:12831-6. [PMID: 16129837 PMCID: PMC1200314 DOI: 10.1073/pnas.0506420102] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Odorants and pheromones as well as sweet- and bitter-tasting small molecules are perceived through activation of G protein-coupled chemosensory receptors. In contrast, gustatory detection of salty and sour tastes may involve direct gating of sodium channels of the DEG/ENaC family by sodium and hydrogen ions, respectively. We have found that ppk25, a Drosophila melanogaster gene encoding a DEG/ENaC channel subunit, is expressed at highest levels in the male appendages responsible for gustatory and olfactory detection of female pheromones: the legs, wings, and antennae. Mutations in the ppk25 gene reduce or even abolish male courtship response to females in the dark, conditions under which detection of female pheromones is an essential courtship-activating sensory input. In contrast, the same mutations have no effect on other behaviors tested. Importantly, ppk25 mutant males that show no response to females in the dark execute all of the normal steps of courtship behavior in the presence of visible light, suggesting that ppk25 is required for activation of courtship behavior by chemosensory perception of female pheromones. Finally, a ppk25 mutant allele predicted to encode a truncated protein has dominant-negative properties, suggesting that the normal Ppk25 protein acts as part of a multiprotein complex. Together, these results indicate that ppk25 is necessary for response to female pheromones by D. melanogaster males, and suggest that members of the DEG/ENaC family of genes play a wider role in chemical senses than previously suspected.
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Affiliation(s)
- Heping Lin
- Department of Genetics, Dartmouth Medical School, Hanover, NH 03755, USA
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184
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Lumpkin EA, Bautista DM. Feeling the pressure in mammalian somatosensation. Curr Opin Neurobiol 2005; 15:382-8. [PMID: 16023849 PMCID: PMC4354856 DOI: 10.1016/j.conb.2005.06.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2005] [Accepted: 06/30/2005] [Indexed: 11/17/2022]
Abstract
Mechanoreceptor cells of the somatosensory system initiate the perception of touch and pain. Molecules required for mechanosensation have been identified from invertebrate neurons, and recent functional studies indicate that ion channels of the transient receptor potential and degenerin/epithelial Na+ channel families are likely to be transduction channels. The expression of related channels in mammalian somatosensory neurons has fueled the notion that these channels mediate mechanotransduction in vertebrates; however, genetic disruption and heterologous expression have not yet revealed a direct role for any of these candidates in somatosensory mechanotransduction. Thus, new systems are needed to define the function of these ion channels in somatosensation and to pinpoint molecules or signaling pathways that underlie mechanotransduction in vertebrates.
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Affiliation(s)
- Ellen A Lumpkin
- Department of Physiology, University of California, 600 16th Street, San Francisco, CA 94143-2280, USA.
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185
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Abstract
Phosphorylation by protein kinases is the most widespread and well-studied signaling mechanism in eukaryotic cells. Phosphorylation can regulate almost every property of a protein and is involved in all fundamental cellular processes. Cataloging and understanding protein phosphorylation is no easy task: many kinases may be expressed in a cell, and one-third of all intracellular proteins may be phosphorylated, representing as many as 20,000 distinct phosphoprotein states. Defining the kinase complement of the human genome, the kinome, has provided an excellent starting point for understanding the scale of the problem. The kinome consists of 518 kinases, and every active protein kinase phosphorylates a distinct set of substrates in a regulated manner. Deciphering the complex network of phosphorylation-based signaling is necessary for a thorough and therapeutically applicable understanding of the functioning of a cell in physiological and pathological states. We review contemporary techniques for identifying physiological substrates of the protein kinases and studying phosphorylation in living cells.
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Affiliation(s)
- Sam A Johnson
- Molecular and Cell Biology Laboratory, Salk Institute, 10010 North Torrey Pines Road, La Jolla, California 92037, USA
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186
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Pologruto TA, Yasuda R, Svoboda K. Monitoring neural activity and [Ca2+] with genetically encoded Ca2+ indicators. J Neurosci 2005; 24:9572-9. [PMID: 15509744 PMCID: PMC6730159 DOI: 10.1523/jneurosci.2854-04.2004] [Citation(s) in RCA: 179] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Genetically encoded Ca2+ indicators (GECIs) based on fluorescent proteins (XFPs) and Ca2+-binding proteins [like calmodulin (CaM)] have great potential for the study of subcellular Ca2+ signaling and for monitoring activity in populations of neurons. However, interpreting GECI fluorescence in terms of neural activity and cytoplasmic-free Ca2+ concentration ([Ca2+]) is complicated by the nonlinear interactions between Ca2+ binding and GECI fluorescence. We have characterized GECIs in pyramidal neurons in cultured hippocampal brain slices, focusing on indicators based on circularly permuted XFPs [GCaMP (Nakai et al., 2001), Camgaroo2 (Griesbeck et al., 2001), and Inverse Pericam (Nagai et al., 2001)]. Measurements of fluorescence changes evoked by trains of action potentials revealed that GECIs have little sensitivity at low action potential frequencies compared with synthetic [Ca2+] indicators with similar affinities for Ca2+. The sensitivity of GECIs improved for high-frequency trains of action potentials, indicating that GECIs are supralinear indicators of neural activity. Simultaneous measurement of GECI fluorescence and [Ca2+] revealed supralinear relationships. We compared GECI fluorescence saturation with CaM Ca2+-dependent structural transitions. Our data suggest that GCaMP and Camgaroo2 report CaM structural transitions in the presence and absence of CaM-binding peptide, respectively.
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Affiliation(s)
- Thomas A Pologruto
- Howard Hughes Medical Institute/Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA
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187
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Kahn-Kirby AH, Dantzker JLM, Apicella AJ, Schafer WR, Browse J, Bargmann CI, Watts JL. Specific polyunsaturated fatty acids drive TRPV-dependent sensory signaling in vivo. Cell 2005; 119:889-900. [PMID: 15607983 DOI: 10.1016/j.cell.2004.11.005] [Citation(s) in RCA: 133] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2004] [Revised: 09/16/2004] [Accepted: 10/13/2004] [Indexed: 12/30/2022]
Abstract
A variety of lipid and lipid-derived molecules can modulate TRP cation channel activity, but the identity of the lipids that affect TRP channel function in vivo is unknown. Here, we use genetic and behavioral analysis in the nematode C. elegans to implicate a subset of 20-carbon polyunsaturated fatty acids (PUFAs) in TRPV channel-dependent olfactory and nociceptive behaviors. Olfactory and nociceptive TRPV signaling are sustained by overlapping but nonidentical sets of 20-carbon PUFAs including eicosapentaenoic acid (EPA) and arachidonic acid (AA). PUFAs act upstream of TRPV family channels in sensory transduction. Short-term dietary supplementation with PUFAs can rescue PUFA biosynthetic mutants, and exogenous PUFAs elicit rapid TRPV-dependent calcium transients in sensory neurons, bypassing the normal requirement for PUFA synthesis. These results suggest that a subset of PUFAs with omega-3 and omega-6 acyl groups act as endogenous modulators of TRPV signal transduction.
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Affiliation(s)
- Amanda H Kahn-Kirby
- Neuroscience Graduate Program, 513 Parnassus, University of California, San Francisco, San Francisco, CA 94143, USA
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188
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Abstract
The senses of touch and hearing involve transduction of mechanical stimuli into electrical signals. The search for components of the transduction apparatus in mechanosensory neurons has benefited greatly from genetic approaches using both invertebrates and vertebrates. A consensus model has emerged that includes extracellular and intracellular structural components arranged around a central mechanically gated channel. In the sensory hair cell of the inner ear, the extracellular structural component thought to have a key role in opening the transduction channel is the tip link. Although elusive for decades, recent studies have yielded candidates for both the transduction channel and the tip link in hair cells.
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Affiliation(s)
- Teresa Nicolson
- Oregon Hearing Research Center and Vollum Institute, Oregon Health and Science University, 3181 SW Sam Jackson Park Road, Portland, OR 97239, USA.
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189
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Hilliard MA, Apicella AJ, Kerr R, Suzuki H, Bazzicalupo P, Schafer WR. In vivo imaging of C. elegans ASH neurons: cellular response and adaptation to chemical repellents. EMBO J 2005; 24:63-72. [PMID: 15577941 PMCID: PMC544906 DOI: 10.1038/sj.emboj.7600493] [Citation(s) in RCA: 235] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2004] [Accepted: 11/04/2004] [Indexed: 01/27/2023] Open
Abstract
ASH sensory neurons are required in Caenorhabditis elegans for a wide range of avoidance behaviors in response to chemical repellents, high osmotic solutions and nose touch. The ASH neurons are therefore hypothesized to be polymodal nociceptive neurons. To understand the nature of polymodal sensory response and adaptation at the cellular level, we expressed the calcium indicator protein cameleon in ASH and analyzed intracellular Ca(2+) responses following stimulation with chemical repellents, osmotic shock and nose touch. We found that a variety of noxious stimuli evoked strong responses in ASH including quinine, denatonium, detergents, heavy metals, both hyper- and hypo-osmotic shock and nose touch. We observed that repeated chemical stimulation led to a reversible reduction in the magnitude of the sensory response, indicating that adaptation occurs within the ASH sensory neuron. A key component of ASH adaptation is GPC-1, a G-protein gamma-subunit expressed specifically in chemosensory neurons. We hypothesize that G-protein gamma-subunit heterogeneity provides a mechanism for repellent-specific adaptation, which could facilitate discrimination of a variety of repellents by these polymodal sensory neurons.
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Affiliation(s)
- Massimo A Hilliard
- Division of Biology, University of California, San Diego, CA, USA
- Istituto di Genetica e Biofisica—ABT, Napoli, Italy
| | - Alfonso J Apicella
- Division of Biology, University of California, San Diego, CA, USA
- Istituto di Genetica e Biofisica—ABT, Napoli, Italy
| | - Rex Kerr
- Division of Biology, University of California, San Diego, CA, USA
| | - Hiroshi Suzuki
- Division of Biology, University of California, San Diego, CA, USA
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190
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Abstract
Caenorhabditis elegans motor neurons control a range of activities including locomotion, foraging, defecation, and gender-specific functions. In this chapter,we focus primarily on motor neurons that regulate body movement, with particular emphasis on those in the ventral nerve cord (VNC). We describe the basic architecture and development of the motor circuit, genes that specify motor neuron fates, and models of how the motor circuit controls locomotion. We identify surprising similarities between the structure and development of the nematode and vertebrate axial nerve cords and speculate about the potential roles of conserved families of transcription factors in the evolution of these motor circuits.
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Affiliation(s)
- Stephen E Von Stetina
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee, USA
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191
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O'Hagan R, Chalfie M. Mechanosensation in Caenorhabditis elegans. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2005; 69:169-203. [PMID: 16492465 DOI: 10.1016/s0074-7742(05)69006-x] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Robert O'Hagan
- Department of Biological Sciences, Columbia University, New York, New York, USA
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192
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193
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Schafer WR. Addiction research in a simple animal model: the nematode Caenorhabditis elegans. Neuropharmacology 2004; 47 Suppl 1:123-31. [PMID: 15464131 DOI: 10.1016/j.neuropharm.2004.06.026] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2004] [Revised: 06/10/2004] [Accepted: 06/30/2004] [Indexed: 11/20/2022]
Abstract
Genetic analysis in the nematode C. elegans has provided important insights into many aspects of neuronal cell biology, including functions related to addiction. Specifically, genetic and molecular screens to have been used to identify molecules involved in long-term responses to drugs of abuse and to analyze the mechanisms underlying their effects on nervous system development, plasticity, and behavior. This review presents a personal view of addiction-related research in C. elegans, and includes a discussion of technical innovations that have facilitated neurobiological analyses in C. elegans and a look at future prospects drug addiction research in simple animal models.
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Affiliation(s)
- William R Schafer
- Section of Neurobiology, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093-0349, USA.
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194
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Gallegos ME, Bargmann CI. Mechanosensory neurite termination and tiling depend on SAX-2 and the SAX-1 kinase. Neuron 2004; 44:239-49. [PMID: 15473964 DOI: 10.1016/j.neuron.2004.09.021] [Citation(s) in RCA: 99] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2004] [Revised: 08/03/2004] [Accepted: 08/24/2004] [Indexed: 01/29/2023]
Abstract
Mechanosensory neurons provide accurate information about stimulus location by restricting their sensory dendrites to nonoverlapping regions, a pattern called tiling. Here, we show that C. elegans sax-1 and sax-2 regulate mechanosensory tiling by controlling the termination point of sensory dendrites. During development, the posterior PLM mechanosensory dendrite overlaps transiently with the anterior ALM mechanosensory neuron. This overlap is eliminated during a discrete period of paused or slowed PLM process growth, between an early period of rapid outgrowth and a later period of maintenance growth. In sax-2 mutants, the PLM sensory dendrite fails to slow between the active growth and maintenance growth phases, leading to sustained overlap of anterior and posterior mechanosensory processes. sax-2 encodes a large conserved protein with HEAT/Armadillo repeats that functions with sax-1, an NDR cell morphology-regulating kinase. High-level expression of sax-2 leads to premature neurite termination, suggesting that SAX-2 can directly inhibit neurite growth.
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Affiliation(s)
- Maria E Gallegos
- Howard Hughes Medical Institute and Departments of Anatomy and Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA 94143, USA
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195
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O'Hagan R, Chalfie M, Goodman MB. The MEC-4 DEG/ENaC channel of Caenorhabditis elegans touch receptor neurons transduces mechanical signals. Nat Neurosci 2004; 8:43-50. [PMID: 15580270 DOI: 10.1038/nn1362] [Citation(s) in RCA: 364] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2004] [Accepted: 11/02/2004] [Indexed: 11/08/2022]
Abstract
Transformation of mechanical energy into ionic currents is essential for touch, hearing and nociception. Although DEG/ENaC proteins are believed to form sensory mechanotransduction channels, the evidence for this role remains indirect. By recording from C. elegans touch receptor neurons in vivo, we found that external force evokes rapidly activating mechanoreceptor currents (MRCs) carried mostly by Na(+) and blocked by amiloride-characteristics consistent with direct mechanical gating of a DEG/ENaC channel. Like mammalian Pacinian corpuscles, these neurons depolarized with both positive and negative changes in external force but not with sustained force. Null mutations in the DEG/ENaC gene mec-4 and in the accessory ion channel subunit genes mec-2 and mec-6 eliminated MRCs. In contrast, the genetic elimination of touch neuron-specific microtubules reduced, but did not abolish, MRCs. Our findings link the application of external force to the activation of a molecularly defined metazoan sensory transduction channel.
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Affiliation(s)
- Robert O'Hagan
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
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196
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Tsien RY. Building and breeding molecules to spy on cells and tumors. FEBS Lett 2004; 579:927-32. [PMID: 15680976 DOI: 10.1016/j.febslet.2004.11.025] [Citation(s) in RCA: 202] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2004] [Accepted: 11/02/2004] [Indexed: 11/25/2022]
Abstract
Imaging of biochemical processes in living cells and organisms is essential for understanding how genes and gene products work together in space and time and in health and disease. Such imaging depends crucially on indicator molecules designed to maximize sensitivity and specificity. These molecules can be entirely synthetic, entirely genetically encoded macromolecules, or hybrid combinations, each approach having its own pros and cons. Recent examples from the author's laboratory include peptides whose uptake into cells is triggered by proteases typical of tumors, monomeric red fluorescent proteins and biarsenical-tetracysteine systems for determining the age and electron-microscopic location of proteins.
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Affiliation(s)
- Roger Y Tsien
- Department of Pharmacology, University of California, San Diego, Howard Hughes Medical Institute, 310 George Palade Laboratories 0647, La Jolla, CA 92093-0647, USA.
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197
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Bianchi L, Gerstbrein B, Frøkjaer-Jensen C, Royal DC, Mukherjee G, Royal MA, Xue J, Schafer WR, Driscoll M. The neurotoxic MEC-4(d) DEG/ENaC sodium channel conducts calcium: implications for necrosis initiation. Nat Neurosci 2004; 7:1337-44. [PMID: 15543143 DOI: 10.1038/nn1347] [Citation(s) in RCA: 96] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2004] [Accepted: 10/12/2004] [Indexed: 12/18/2022]
Abstract
Hyperactivation of the Caenorhabditis elegans MEC-4 Na(+) channel of the DEG/ENaC superfamily (MEC-4(d)) induces neuronal necrosis through an increase in intracellular Ca(2+) and calpain activation. How exacerbated Na(+) channel activity elicits a toxic rise in cytoplasmic Ca(2+), however, has remained unclear. We tested the hypothesis that MEC-4(d)-induced membrane depolarization activates voltage-gated Ca(2+) channels (VGCCs) to initiate a toxic Ca(2+) influx, and ruled out a critical requirement for VGCCs. Instead, we found that MEC-4(d) itself conducts Ca(2+) both when heterologously expressed in Xenopus oocytes and in vivo in C. elegans touch neurons. Data generated using the Ca(2+) sensor cameleon suggest that an induced release of endoplasmic reticulum (ER) Ca(2+) is crucial for progression through necrosis. We propose a refined molecular model of necrosis initiation in which Ca(2+) influx through the MEC-4(d) channel activates Ca(2+)-induced Ca(2+) release from the ER to promote neuronal death, a mechanism that may apply to neurotoxicity associated with activation of the ASIC1a channel in mammalian ischemia.
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Affiliation(s)
- Laura Bianchi
- Department of Molecular Biology and Biochemistry, Rutgers, The State University of New Jersey, A232 Nelson Biological Laboratories, 604 Allison Road, Piscataway, New Jersey 08854, USA
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198
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Kimura KD, Miyawaki A, Matsumoto K, Mori I. The C. elegans thermosensory neuron AFD responds to warming. Curr Biol 2004; 14:1291-5. [PMID: 15268861 DOI: 10.1016/j.cub.2004.06.060] [Citation(s) in RCA: 158] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2004] [Revised: 05/07/2004] [Accepted: 06/02/2004] [Indexed: 11/21/2022]
Abstract
The mechanism of temperature sensation is far less understood than the sensory response to other environmental stimuli such as light, odor, and taste. Thermotaxis behavior in C. elegans requires the ability to discriminate temperature differences as small as approximately 0.05 degrees C and to memorize the previously cultivated temperature. The AFD neuron is the only major thermosensory neuron required for the thermotaxis behavior. Genetic analyses have revealed several signal transduction molecules that are required for the sensation and/or memory of temperature information in the AFD neuron, but its physiological properties, such as its ability to sense absolute temperature or temperature change, have been unclear. We show here that the AFD neuron responds to warming. Calcium concentration in the cell body of AFD neuron is increased transiently in response to warming, but not to absolute temperature or to cooling. The transient response requires the activity of the TAX-4 cGMP-gated cation channel, which plays an essential role in the function of the AFD neuron. Interestingly, the AFD neuron further responds to step-like warming above a threshold that is set by temperature memory. We suggest that C. elegans provides an ideal model to genetically and physiologically reveal the molecular mechanism for sensation and memory of temperature information.
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Affiliation(s)
- Koutarou D Kimura
- Group of Molecular Neurobiology, Department of Molecular Biology, Graduate School of Science, Nagoya University, Japan.
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199
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Affiliation(s)
- Miriam B Goodman
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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200
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Abstract
The exploitation of green fluorescent protein-based biosensors promises to revolutionize functional imaging of the nervous system. Various approaches have created a multitude of reporters of neuronal activity and of activation of biochemical signaling pathways. Although the number of different probes has increased significantly, the critical step remains to bring these probes from the cuvette through the imaging of single cells to the imaging of whole organisms in vivo. The recent development of new genetically encoded sensors and their functional expression in model organisms are encouraging signs that the field is moving ahead in this direction.
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Affiliation(s)
- Oliver Griesbeck
- Nachwuchsgruppe Zelluläre Dynamik, Max-Planck-Institut für Neurobiologie, Am Klopferspitz 18, 82152 Martinsried, Germany.
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