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1Laboratory for Neuronal Circuit Dynamics, Brain Science Institute, RIKEN, Saitama, Japan
Submitted 13 September 2005; accepted in final form 26 November 2005
| ABSTRACT |
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| INTRODUCTION |
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The glomeruli of rodent MCs exhibit complex synaptic interactions between each other and with periglomerular cells (Isaacson 1999
; Schoppa and Westbrook 2001
, 2002
; Urban and Sakmann 2002
). Because a given glomerulus receives inputs essentially from the same type of ORNs, glomerular processing of odor information may primarily serve to average over ORN inputs (approximately 11,000 in rodents; Shepherd et al. 2004
), and to produce a uniform signal carried by each of the approximately 25 (Allison 1953
) MCs that are associated with a given glomerulus. Averaging of ORN inputs increases sensitivity far beyond the sensitivity of isolated ORNs (Van Drongelen et al. 1978
), while coupling and synchronization of MCs likely also increase fidelity of the output signal (Isaacson 1999
; Schoppa and Westbrook 2001
2002
). In this concept, the MC firing rate from approximately 1,800 glomeruli in the mouse olfactory bulb (Royet et al. 1988
) represent the combinatorial odor code. Interglomerular signaling may, in addition, enhance odor discrimination (Aungst et al. 2003
). Glomerular interactions likely also determine the exact temporal structure of the oscillatory synchronization between MCs, which may be important for entraining network oscillations within the olfactory bulb (Adrian 1950
; Zochowski and Cohen 2005
) and for enhancing the signal-to-noise ratio when the MC activity is encoded in the olfactory cortex (Friedrich et al. 2004
; Laurent et al. 2001
). Conceptually, MC firing may represent independent rate and temporal coding (Huxter et al. 2003
).
The plausibility of any of these concepts is constrained by the detailed features of glomerular signal processing. Direct electrophysiological measurement of the activity of terminal dendritic branches in the tuft is not feasible because these structures are too small to tolerate intracellular electrode recordings. A powerful method to access subcelluar signaling is provided by combining somatic patch clamp and dendritic Ca2+ imaging techniques. Ca2+ signals in the glomerular tuft of the primary dendrite of the MC have been used to access backpropagating action potentials (bAPs), presynaptic inputs, and postsynaptic signaling (Debarbieux et al. 2003
; Ma and Lowe 2004
; Urban and Castro 2005
). There is controversial experimental evidence about some characteristics of these Ca2+ signals (Debarbieux et al. 2003
; Ma and Lowe 2004
; Urban and Castro 2005
), and little information is available as to the mechanism associated with the intercellular Ca2+ concentration ([Ca2+]i) increase of bAP and local, subthreshold excitatory postsynaptic potentials (EPSPs). The bAP-induced Ca2+ signals of MC dendritic tufts are likely mediated by voltage-gated Ca2+ channels including N- and P/Q-type, but not dihydropyridine-sensitive L-type channels (Isaacson and Strowbridge 1998
; Yuan et al. 2004
). In addition, olfactory nerve (ON) synapses that release glutamate might mediate Ca2+ signals via N-methyl-D-aspartate (NMDA) receptor or mGluR1 (Aroniadou-Anderjaska et al. 1999
; Carlson et al. 2000
; Ennis et al. 1996
; Friedman and Strowbridge 2000
; Hayar et al. 2004
; Heinbockel et al. 2004
; Isaacson 1999
; Trombley and Westbrook 1990
).
In this work, we studied subthreshold synaptic stimulation and bAP-induced signals using combined patch clamp and Ca2+ imaging techniques. We characterized Ca2+ transients induced by bAPs in the primary dendrite of the MC and used these signals as a reference for synaptically induced signals. We found that focal ON stimulation induced patch-like Ca2+ signals that were NMDA receptor dependent and exhibited a prolonged rising phase that, at least in part, reflect dendrodendritic interactions (Isaacson 1999
). Our results are consistent with the concept that intraglomerular signaling supports coupling of MCs and generation of an output that is common to all MCs associated with one glomerulus.
| METHODS |
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Horizontal slices (350 µm) of olfactory bulbs were obtained from 18- to 26-day-old ICR mice of both sexes. Slices were cut by a Vibroslicer (VT 1000S, Leica), recovered at 32°C for the 1st hour and afterwards at room temperature (2325°C). After more than 1 hour of recovery, slices were transferred into a recording chamber and perfused with artificial cerebrospinal fluid (ACSF) containing (in mM) 118 NaCl, 25 NaHCO3, 1 NaH2PO4, 3 KCl, 1 MgCl2, 2 CaCl2, and 10 glucose, equilibrated with 95% O2-5% CO2. Experiments were performed at either room temperature or 32°C. For electrophysiological and fluorescence recordings, slices were placed in an immersion-type perfusion chamber mounted on the stage of an upright microscope (Leica, DMLFS or Nikon, E600FN) and visualized using Nikon 63X water immersion lenses (NA = 0.9). The procedures had approval from the animal ethical committee of the RIKEN Brain Science Institute.
Patch-clamp recordings were carried out in whole cell configuration. Glass pipettes (3.55 M
resistance) were pulled from borosilicate glass using a two-stage vertical puller (Narishige, Tokyo). Pipettes contained (in mM) 0.2 Oregon green BAPTA-1, 125 K-gluconate, 2 MgCl2, 0.025 CaCl2, 10 HEPES, 1 EGTA, 2 Na2ATP, and 0.5 Na3GTP, pH 7.25. In one set of experiments, the Na+ channel blocker QX-314 (10 mM) was included in the intracellular solution.
Whole cell patch-clamp recordings were made from the somata of MCs using an Axon Instrument Axonpatch 200B (Axon Instruments, Sunnyvale, CA). Under differential interference contrast visual guide, MCs were identified and selected by their location in the MC layer, the size and shape of the somata (around 25 µm diam), and the distinct single primary dendrite that project into a glomerulus. Cells that had resting membrane potential more negative than 45 mV at zero holding current and without correction for junction potentials were selected for recording. Holding current of
300pA was used to hold the membrane potential at rest between 60 and 65 mV. Backpropagating APs were generated by current injection (0.71.2 nA, 2 ms) through the patch pipette (AP amplitude 128.1 ± 2.1 mV, overshoot 65.8 ± 2.1 mV; mean ± SE, n = 15 cells). Size and shape of bAPs remained stable throughout the experiments.
The EPSPs were elicited by extracellular stimulation of the olfactory nerve using either a glass pipette (0.81 M
) containing normal ACSF solution or a miniature bipolar concentric electrode (tip diam 25 µm, Model MCE-100; Rhodes Medical Instruments, Woodland Hills, CA). The electrode was positioned, under visual control, on a small bundle of presynaptic axons just outside the imaged glomerulus. Both types of electrodes produced identical results (in particular, focal Ca2+ signals were seen with both types of electrodes).
Drugs applied in the bath were made from aqueous stock solutions. For recording of bAP-induced Ca2+ signals in the absence of synaptic transmission, the ACSF contained 50 µM D-aminophosphonovaleric acid (D-APV, an NMDA receptor antagonist), 40 µM 2,3-dioxo-6-nitro-1,2,3,4-tetrahydrobenzo[f]quinoxaline-7-sulfonamide (NBQX), and 40 µM bicuculline. For recording of EPSPs in the absence of inhibition, the ACSF contained 40 µM bicuculline and, in a series of experiments, also contained 24 µM NBQX (to prevent synaptically driven oscillatory activity). To test the contribution of NMDA and mGluRs in generating local Ca2+ signals, D-APV (100 µM) and methyl-4-carboxyphenylglycine (MCPG, 1 mM, a group I and II mGluR antagonist) were used through bath application. All drugs were purchased from Tocris Cookson (Bristol, United Kingdom).
Loading of olfactory nerve axons with Calcium Green-1 dextran
For Ca2+ imaging in olfactory nerve axons, mice (16 to 18 days old) were anesthetized by pentobarbital sodium (50 mg/kg, s.c.). Olfactory receptor neurons in nasal cavities were exposed to 2 µl of 0.25% Triton X-100 in physiological saline for 5 min. Subsequently, nasal cavities were injected with 8 µl of 4% Calcium Green-1 dextran (10 kDa; Molecular Probes, Eugene, OR) in physiological saline, and mice were recovered from anesthesia. After 25 days, dye-injected mice were used for slice preparation (Mutoh et al. 2005
).
Ca2+ Imaging
Fluorescence of Oregon green BAPTA-1 or Calcium Green-1 dextran was excited by a two-photon laser (810 nm, Verdi; Coherent, Palo Alto, CA) using a multifocal scanner (frame rate 7Hz) (Straub et al. 2000
) or by whole field epi-illumination (488 nm; frame rate 20Hz), with light provided by a monochromator (Polychrome IV; TILL photonics, Gräfelfing) and detected by a cooled CCD camera (PCO Sensicam, PCO imaging, Kelheim) with spatial resolution of 0.226 µm/pixel (x63 objective, 520x680 pixels, 2x2 binning) under the control of ImagePro software (Media Cybernetics, Silver Spring, MD). Optical filters for whole field epifluorescence consisted of a dichroic beam splitter (DCLP 505 LP; Chroma Technology, Brattleboro, VT) and an emission filter (535 ± 25 nm). Fluorescence from intracellularly loaded dye equilibrated throughout the cell within 3040 min of commencing whole cell configuration. Changes of [Ca2+] were expressed as relative fluorescence changes (
F/F, where F is the baseline fluorescence before a stimulus and
F is the evoked change in fluorescence).
F/F was measured in areas of interest in the shaft and in the terminal tuft of the MC primary dendrite. Fluorescence values were determined by subtracting pixel values averaged over regions outside the stained cell from each pixel of the series of images (i.e., fluorescence values are "background subtracted"). The
F/F images were spatially low-pass filtered (Gaussian kernel with half-width of 0.55 µm). Ca2+ maps represent the average of two to five series of images (trials) unless stated otherwise. For recordings under two-photon excitation, Ca2+ images from different layers of the tufts were added to yield projection images. Responsive areas within the dendritic tuft were identified as "hot spots" if their peak amplitude exceeded the response averaged over the whole tuft ("global tuft response") by a factor of 2. The border of these hot spots was defined by the half-maximal value of the hot spot amplitude relative to the global tuft response. Color-coded maps of
F/F were obtained using custom-made macros in ImagePro Plus. Color-coded images show the maps of the peak Ca2+ transient if not otherwise stated.
| RESULTS |
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MCs were loaded with the fluorescent Ca2+ indicator Oregon green BAPTA-1 (200 µM) from the patch-pipette attached to the soma. Brief intrasomatic depolarizing pulses (2 ms, 0.71.2 nA) were used to evoke single bAPs, and related Ca2+ transients were imaged from the glomerular tuft of the primary dendrite (Fig. 1).
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F/F]: dendritic shaft: 6.5 ± 0.7%, first order branch: 10.2 ± 0.8%; second order branch: 12.9 ± 0.8%, mean ± SE, P < 0.0002, One-way analysis of variance [ANOVA], post hoc Tukey test). Because the diameter of dendrites decreases toward more distal dendritic branches of the MC primary tuft (Kasowski et al. 1999
An alternative explanation for the gradient could be that auto-excitation of tuft branches or inhibitory mechanisms at more proximal sites are involved (Aroniadou-Anderjaska et al. 1999
; Carlson et al. 2000
; Chen et al. 2000
; Didier et al. 2001
; Isaacson 1999
; Lowe 2002
; Salin et al. 2001
). These mechanisms may produce inhomogeneities in the bAP-Ca2+ maps that cannot be resolved by whole field fluorescence excitation (Debarbieux et al. 2003
).
To clarify this point, we performed an additional series of measurements using two-photon laser scanning excitation to improve spatial resolution. The two-photon system employed uses full frame integration; therefore it gives an accurate measure of the Ca2+ signal over the integration period (100 ms) (Straub et al. 2000
). The advantage of two-photon excitation, as employed here, lies in the high spatial resolution, and the complementary whole field fluorescence recording allowed a high temporal resolution. In the experiments employing two-photon excitation, both excitatory and inhibitory synaptic transmissions were blocked by 40 µM NBQX, 50 µM D-APV, and 40 µM bicuculline. The results obtained under these conditions were consistent with those obtained with whole field imaging in control ACSF: bAPs invaded all parts of the MC dendritic tuft, and with synaptic transmission blocked, Ca2+ transients still increased in amplitude with the decrease in dendritic diameter (Fig. 1, FJ). We therefore measured and compared Ca2+ transients from different locations. Data from n = 4 cells were pooled in Fig. 1J. The peak amplitude
F/F values were 4.2 ± 1.3% at the base of the dendritic tuft,; 6.4 ± 1% at first order branch, and 12 ± 1% at second order branch (mean ± SE; P = 0.0005, one-way ANOVA, post hoc Tukey test). We concluded that larger Ca2+ transients in more distal branches were based on differences in the surface-to-volume ratio and were not due to auto-excitation or dendrodendritic interactions.
Ca2+ signals induced by activation of ON synapses
The subthreshold EPSPs were evoked by stimulating bundles of ON axons that innervate the glomerular tuft of the dye-filled MC. Optical and electrical recordings of the evoked EPSP were interleaved with recordings of bAPs under either whole field illumination (Fig. 2) or two-photon excitation (Fig. 3). Synaptic stimulation induced Ca2+ maps that were distinct in several respects from those induced by bAP. First, Ca2+ transients associated with subthreshold EPSPs were pronounced in the tuft, whereas changes in the primary dendrite proximal to the tuft were either small or absent (Fig. 2, BE). Second, synaptically induced Ca2+ transients were clearly localized to one or several hot spots (Fig. 2, C and D; n = 12). The localization of Ca2+ hot spots was robust throughout single trials, with only small variation in peak amplitudes (Fig. 2C1C3, ).
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Fsyn/
Fb-AP; Fig. 3G). These ratio maps closely resembled the
Fsyn /F maps, indicating that the observed hot spots did not result from inhomogeneities in dye concentration or from errors in background subtraction.
For cells recorded under whole-field illumination (n = 8), quantitative analysis was applied to compare the Ca2+ signals over the hot spot regions with the average response over the entire tufts ("global responses"). We defined "hot spot(s)" as the region(s) in the EPSP-Ca2+ map where the
F/F values exceeded the global response by a factor of two. Eight out of twelve cells exhibited one to three clearly defined hot spots according to this definition. The border of hot spots was defined by a threshold value calculated as half-maximal amplitude within the hot spot region relative to the global response. The average size for hot spots was 7.8 ± 0.7 µm in diameter (mean ± SE, n = 15 hot spots from n = 8 cells). The Ca2+ signals averaged over the whole tuft and over hot spots as well as the ratio between these values were calculated for bAP and EPSP-induced signals in each cell. The average signals (
F/F; mean ± SE, n = 8) were 8.16 ± 2.26% (bAP at hot spot), 6.53 ± 1.55% (bAP over the whole tuft; P > 0.08, compared with bAP at hot spot), 5.14 ± 0.60% (EPSP at hot spot), and 1.35 ± 0.22% (EPSP over the whole tuft; P < 0.0005, compared with EPSP at hot spot). The mean ratio between the EPSP-induced signals over the hot spots and the signals measured over the whole tuft was 4.8 ± 1.2 (SE) and is significantly larger than the corresponding value for the bAPs (1.2 ± 0.1, mean ± SE; P < 0.02, paired t-test).
To better understand the input-output relationship between ON axons and MC terminal tufts, we estimated the spread of activated fibers in our slice preparation by imaging Ca2+ signals in the presynaptic terminals of ON axons. Ca2+ staining in the ON axons was achieved by nose injection of Calcium Green-1 dextran 25 days before slice physiology and imaging (n = 5). Figure 3 shows examples of presynaptic Ca2+ signals that were obtained by the same protocol used to image postsynaptic responses. These examples indicate activation of a subset of dye-loaded ON fibers with relatively low stimulation intensity (Fig. 4, A2 and B1), and under higher stimulation intensity, a more widespread activation of ON fibers with subregions that exhibit larger than average signals (Fig. 4, A3 and B2). The subset of activated ON fibers depended on the positioning of the stimulation electrode, as illustrated by the extreme case, in which the stimulation electrode was placed onto the lower border of a glomerulus (Fig. 4B3). The presynaptic Ca2+ signals were graded with stimulation intensities (Fig. 4, A2B2) and thus represented compound responses, as does the ON-EPSP. This result suggests that postsynaptic hot spots may be recruited at locations where the density of activated synapses is high.
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The localized Ca2+ changes in the MC dendritic tuft could be due to Ca2+ influx through NMDA receptors or voltage-gated Ca2+ channels, or may reflect the release of Ca2+ from internal stores following activation of group I mGluRs. To test the involvement of NMDA receptors, we compared EPSP-induced Ca2+ transients under control conditions and after bath application of 100 µM of the NMDA receptor antagonist D-APV.
D-APV did not affect the initial fast phase of the ON-EPSP that is mediated by AMPA receptors but did block the slow EPSP component (n = 11, Fig. 5A, Carlson et al. 2000
; Ennis et al. 1996
; Trombley and Westbrook 1990
). Single bAPs that consistently generated larger Ca2+ signals than subthreshold EPSPs (Fig. 2) did not induce any detectable D-APV-sensitive potential (Fig. 5 A3).
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F/F values after and before adding MCPG: 0.93 ± 0.07, mean ± SE, P > 0.17 compared with control, t-test, n = 6). Ca2+ signals induced by activation of ON synapses are graded
The ON stimulation-induced local Ca2+ signals may represent all-or-none "Ca2+ spikes" (Urban and Castro 2005
) or may be graded with recruitment of increasing numbers of ORN axons. To investigate this issue, we determined the minimal ON stimulation intensity needed to evoke an AP in the patch-clamped MC and then measured the responses evoked by fractions of this reference intensity. Compound EPSP amplitude varied with stimulation intensity, as did the evoked Ca2+ signals (Fig. 7). The peak amplitude of the EPSP and the initial portion of the slower EPSP component (EPSP area, between 50 and 200 ms after ON stimulation) varied in near-linear relation to stimulation intensity (Fig. 7C). However, larger minimal stimulation intensities are required to evoke the Ca2+ transients and the later NMDA receptor-mediated EPSP component (EPSP area, between 200 and 500 ms after ON stimulation; Fig. 7C, n = 5 cells). To test the effect of larger stimulation intensities without AP firing in the recorded cell, we performed the next set of experiments with pipettes containing the Na+ channel blocker QX-314 (10 mM). Higher stimulation intensities induced large stimulus-locked EPSPs and a fast rise in Ca2+, followed by unsynchronized synaptic events and a further increase in Ca2+ (Fig. 8, n = 3 cells). A prolonged or delayed rise in Ca2+ and unsynchronized synaptic events were also seen in cells with standard pipettes (see Fig. 7B) and were efficiently depressed by D-APV (see Fig. 5, A and B).
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| DISCUSSION |
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Ca2+ signals induced by bAP in the glomerular tuft
Ca2+ signals evoked by bAPs in the MC glomerular dendritic tuft have attracted much attention because terminal dendritic branches in the tuft behave both as postsynaptic structures that receive olfactory receptor cell terminals and as presynaptic structures that release transmitter (Bischofberger and Jonas 1997
; Murphy et al. 2005
; Rall et al. 1966
). It has been shown previously by indirect measurements using Ca2+ imaging (Charpak et al. 2001
; Debarbieux et al. 2003
), as well as by direct measurement using voltage imaging (Djurisic et al. 2004
), that bAPs propagate in a nondecremental manner into the dendritic tuft of MCs. Our results are in agreement with previous reports showing that single bAPs trigger significant Ca2+ transients in the distal branches of the dendritic tuft. We did not, however, find failures of bAPs in triggering Ca2+ signals in selected dendritic tuft branches as reported in earlier in vivo measurements (Debarbieux et al. 2003
). This discrepancy might be due to differences in intraglomerular inhibitory processes between in vitro, slice preparation, and in vivo recording from an anesthetized animal. Also in contrast to one earlier report showing that the amplitude of Ca2+ transients did not depend on the diameter of the dendrite (Debarbieux et al. 2003
), our current results clearly demonstrated Ca2+ signals that were consistently larger in thinner dendrites, in agreement with concurrent observations made in the accessory olfactory bulb (Ma and Lowe 2004
; Urban and Castro 2005
). The reason for this discrepancy between the in vitro and in vivo data is not clear. Our results also demonstrated that bAP-induced Ca2+ transients were not influenced by autoexcitation (Figs. 1 and 5C) or GABAergic local inhibition (Fig. 1). We also found no direct evidence for NMDA receptor-dependent autoexcitation in the voltage trace following a single bAP (Aroniadou-Anderjaska et al. 1999
; Isaacson 1999
; Salin et al. 2001
).
Ca2+ signals induced by ON-EPSPs in the glomerular tuft
In contrast to the widespread Ca2+ signals induced by bAPs, dendritic Ca2+ signals following subthreshold ON stimulation were pronounced in the tuft, whereas changes in the primary dendrite proximal to the tuft were either small or absent. Also, these synaptically induced Ca2+ transients were clearly localized to one or several hot spots.
The EPSP-associated dendritic Ca2+ transients could theoretically be caused by mobilization of Ca2+ from internal stores. Our experiments excluded the role of mGluRs because the mGluR antagonist MCPG did not significantly affect the Ca2+ transient associated with the ON-EPSP. The mGluR antagonist had also only a minor effect on the ON-EPSP itself, consistent with a previous report (De Saint and Westbrook 2005
). The Ca2+ signals were, however, either blocked completely or greatly attenuated by the NMDA receptor antagonist D-APV. Another potential entry pathway is via voltage-gated Ca2+ channels that are activated by the NMDA receptor-mediated depolarization. Because the peak amplitude of the ON stimulation-induced EPSP was not dependent on NMDA receptors, it is unlikely that voltage-gated Ca2+ channels are the major source for the NMDA receptor-dependent Ca2+ transients. The source of the D-APV-insensitive residual component of the Ca2+ signal following ON stimulation (approximately 25% of the control response), however, has not been clarified. It is, therefore possible that a part of the Ca2+ signal is mediated by low-threshold voltage-gated Ca2+ current, as suggested by previous experiments of Charpak et al. 2001
. However, on the basis of indirect evidence, these authors concluded that Ca2+ signals are completely independent of NMDA receptor activation, which is markedly different from our results.
NMDA receptors may be activated directly by glutamate released from the ON, and by glutamate released from MC dendrites following an initial activation of dendritic glutamate release by the ON input. Our data provide evidence for additional dendritically released glutamate. Thus Ca2+ signals and slower synaptic components increase supralinearly with stimulation intensity, while the EPSP peak amplitudes (which is a measure of recruited ON fibers) increase more linearly with stimulation intensity (Fig. 7C). Moreover, ON stimulation was often followed by barrages of unsynchronized synaptic events and a prolonged rising phase of the Ca2+ transient. Indeed, the slow NMDA receptor-dependent component has previously been attributed to recurrent, intraglomerular dendrodendritic interactions (Carlson et al. 2000
).
The most likely scenario for glomerular integration of ORN inputs is that dendrodendritic mutual excitation of dendrites of neighboring MCs can become self-supportive after an initial ON input. The hot spots in our Ca2+ maps would then reflect regenerative glutamate release in chemical glomerular compartments, as proposed by Schoppa and Westbrook (2001)
. The mechanisms for termination of this regenerative mutual excitation of dendritic tufts is unclear but may involve depletion of releasable dendritic glutamate, Ca2+ activated outward currents, or GABAergic inhibition. It should be noted that natural stimulation most likely would activate ORN axon terminals that are more homogenously distributed over the glomeruli than was the case under our experimental focal stimulation conditions. It is therefore likely that the local hot spots of slow NMDA receptor-dependent process studied here will fuse to a more homogenous pattern under natural conditions. In the absence of hot spots, the dendrodendritic interactions that are reflected by the hot spots seen with focal ON activation will, however, still contribute to the coupling of MCs. This scenario is in agreement with previous proposals that glutamate released from MC dendrites is regenerative and contributes to synchronization of glomerular responses to ON activity (Christie et al. 2005
; Isaacson 1999
; Schoppa and Westbrook 2001
).
Functional implications
The elaborated MC dendritic tufts and multifaceted dendro-dentric interactions are suggestive of specific dendritic information processing (as opposed to simply relaying ON inputs) in olfactory glomeruli. All signaling mechanisms that are known to occur at the level of the olfactory glomeruli can be attributed to one specific computational outcome, namely, to increase sensitivity for the specific class of ORNs that provide input to that given glomerulus. Increase in sensitivity is achieved by sampling of and averaging over all ORN inputs (Van Drongelen et al. 1978
). This process requires coupling of MCs so that the average ORN inputs can be represented by the population of MCs that are associated with one given glomerulus. In addition to sampling and averaging, dendrodendritic interaction can boost the ON inputs by regenerative mutual excitation. In this picture, inhibitory mechanism is required to dampen sensitivity for strong ON inputs. Faster interaction such as gap-junction coupling (Christie et al. 2005
) may synchronize spike timing of MCs. This synchronization of spiking may further enhance sensitivity via stochastic resonance, or may provide information that is encoded by OB network oscillations or the MC target cells in the olfactory cortex.
| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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Address for reprint requests and other correspondence: T. Knöpfel, Laboratory for Neuronal Circuit Dynamics, Brain Science Institute, RIKEN, 2-1 Hirosawa, Wako-shi, Saitama, 351-0198, Japan. (E-mail: tknopfel{at}brain.riken.jp)
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