* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Download Multiple Modes of Action Potential Initiation and Propagation in
Optogenetics wikipedia , lookup
Neuroanatomy wikipedia , lookup
Neural coding wikipedia , lookup
Embodied language processing wikipedia , lookup
Neuroregeneration wikipedia , lookup
Activity-dependent plasticity wikipedia , lookup
Patch clamp wikipedia , lookup
Membrane potential wikipedia , lookup
Neurotransmitter wikipedia , lookup
Node of Ranvier wikipedia , lookup
Neuropsychopharmacology wikipedia , lookup
Synaptic gating wikipedia , lookup
Synaptogenesis wikipedia , lookup
Olfactory bulb wikipedia , lookup
Evoked potential wikipedia , lookup
Dendritic spine wikipedia , lookup
Resting potential wikipedia , lookup
Biological neuron model wikipedia , lookup
Channelrhodopsin wikipedia , lookup
Molecular neuroscience wikipedia , lookup
Action potential wikipedia , lookup
Holonomic brain theory wikipedia , lookup
Electrophysiology wikipedia , lookup
Nonsynaptic plasticity wikipedia , lookup
End-plate potential wikipedia , lookup
Nervous system network models wikipedia , lookup
Stimulus (physiology) wikipedia , lookup
Chemical synapse wikipedia , lookup
J Neurophysiol 88: 2755–2764, 2002; 10.1152/jn.00057.2002. Multiple Modes of Action Potential Initiation and Propagation in Mitral Cell Primary Dendrite WEI R. CHEN,1 GONGYU Y. SHEN,1,3 GORDON M. SHEPHERD,1 MICHAEL L. HINES,2 AND JENS MIDTGAARD4 1 Department of Neurobiology, School of Medicine and 2Department of Computer Science, Yale University, New Haven, Connecticut 06520-8001; 3College of Life Science, Zhejiang University, Hangzhou, Zhejiang 310027, China; and 4 Department of Medical Physiology, University of Copenhagen, 7400 Copenhagen, Denmark Received 29 January 2002; accepted in final form 11 June 2002 Regenerative activity in dendrites has now been well documented in patch recordings from the dendrites of a variety of brain neurons (Golding and Spruston 1998; Larkum et al. 1996, 1999; Magee and Johnston 1995; Martina et al. 2000; Stuart and Sakmann 1994; Stuart et al. 1999; Velte and Masland 1999; Williams and Stuart 2000; for recent review, see Häusser et al. 2000). The mitral cell of the olfactory bulb has been an attractive model for these studies because of its long and mostly unbranched primary dendrite (Mori 1987; Ramón y Cajal 1911), the localization of all afferent excitatory synaptic input to its distal tuft (Price and Powell 1970), the presence of voltage-gated channels along both primary and secondary dendrites (Bischofberger and Jonas 1997; Xiong and Chen 2002), and the relation of action potential spread to dendrodendritic inhibitory feedback (Jahr and Nicoll 1982; Rall and Shepherd 1968; Xiong and Chen 2002). The mitral cell primary dendrite provides a flexible complement of active properties in which the site of action potential initiation varies with excitatory input to the distal tuft and inhibitory input to the secondary dendrites (Chen et al. 1997). Depending on these input conditions, the action potential can be initiated at the soma or distal dendrite and can either back propagate or forward propagate. These experimental results are most easily understood with the aid of computer simulations that are tightly constrained by the simple geometry of the cell and the dual electrode recordings. In simulations of actionpotential initiation in response to injected current, shifts in action-potential initiation between different sites and changes in the direction of propagation can be reproduced very accurately (Shen et al. 1999). In that model, the shifting site of initiation depends on a complex interaction between spatial gradients of electrotonic current along the soma-dendritic axis and a lower threshold for spike generation in the axon. A first goal of the present study was to explore actionpotential initiation in relation to synaptic inputs, comparing experimental results and the significant change in model behavior when current injection stimulation is replaced by olfactory nerve synaptic stimulation. A second goal was to explore the mechanism of some complex spiking properties revealed in the mitral cells, including fast prepotentials and dendritic “double spikes” (Chen et al. 2000). Here we analyze these properties in terms of their possible ionic basis, the conditions for their occurrence, and the dendritic sites involved in their elec- Address for reprint requests: W. R. Chen, Yale University Dept of Neurobiology, 333 Cedar St., C303 SHM, New Haven, CT 06520-8001 (E-mail: [email protected]). The costs of publication of this article were defrayed in part by the payment of page charges. The article must therefore be hereby marked ‘‘advertisement’’ in accordance with 18 U.S.C. Section 1734 solely to indicate this fact. INTRODUCTION www.jn.org 0022-3077/02 $5.00 Copyright © 2002 The American Physiological Society 2755 Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 Chen, Wei R., Gongyu Y. Shen, Gordon M. Shepherd, Michael L. Hines, and Jens Midtgaard. Multiple modes of action potential initiation and propagation in mitral cell primary dendrite. J Neurophysiol 88: 2755–2764, 2002; 10.1152/jn.00057.2002. The mitral cell primary dendrite plays an important role in transmitting distal olfactory nerve input from olfactory glomerulus to the soma-axon initial segment. To understand how dendritic active properties are involved in this transmission, we have combined dual soma and dendritic patch recordings with computational modeling to analyze action-potential initiation and propagation in the primary dendrite. In response to depolarizing current injection or distal olfactory nerve input, fast Na⫹ action potentials were recorded along the entire length of the primary dendritic trunk. With weak-to-moderate olfactory nerve input, an action potential was initiated near the soma and then back-propagated into the primary dendrite. As olfactory nerve input increased, the initiation site suddenly shifted to the distal primary dendrite. Multicompartmental modeling indicated that this abrupt shift of the spikeinitiation site reflected an independent thresholding mechanism in the distal dendrite. When strong olfactory nerve excitation was paired with strong inhibition to the mitral cell basal secondary dendrites, a small fast prepotential was recorded at the soma, which indicated that an action potential was initiated in the distal primary dendrite but failed to propagate to the soma. As the inhibition became weaker, a “double-spike” was often observed at the dendritic recording site, corresponding to a single action potential at the soma. Simulation demonstrated that, in the course of forward propagation of the first dendritic spike, the action potential suddenly jumps from the middle of the dendrite to the axonal spike-initiation site, leaving the proximal part of primary dendrite unexcited by this initial dendritic spike. As Na⫹ conductances in the proximal dendrite are not activated, they become available to support the back-propagation of the evoked somatic action potential to produce the second dendritic spike. In summary, the balance of spatially distributed excitatory and inhibitory inputs can dynamically switch the mitral cell firing among four different modes: axo-somatic initiation with back-propagation, dendritic initiation either with no forward propagation, forward propagation alone, or forward propagation followed by back-propagation. 2756 W. R. CHEN, G. Y. SHEN, G. M. SHEPHERD, M. L. HINES, AND J. MIDTGAARD trogenesis, using a combined experimental and computational approach. We show how the experimental findings can be accounted for by complex interactions between the axon initial segment and distal dendritic tuft regions of the mitral cell. METHODS Physiological recordings Computer simulation The methods for simulating the experimental results from the mitral cell were similar to those already reported (Shen et al. 1999) and were carried out using NEURON simulation environment (Hines and Carnevale 1997). Briefly, the basic morphological features of the mitral cell were incorporated into a canonical compartmental model, consisting of a soma, a primary dendrite with two distal tuft branches, two secondary dendrites, an axon hillock, axon initial segment and myelinated axon. The soma diameter, length and diameter of the primary dendrite, and inter-electrode distance were first estimated from microscopic measurement of the recorded cell. As established previously, the inter-electrode dendritic dimensions are important for constraining the model; the rest of the cell can be regarded as lumped J Neurophysiol • VOL RESULTS Anatomical identification of mitral cells and recording sites For making paired recordings from soma and distal primary dendrite, cells were selected with a characteristic long primary dendrite that could be traced from the cell body to a glomerulus (Fig. 1A). Often the primary dendrite divided into two smaller branches just before or after entering the glomerulus, after which the dendritic branches were lost in the glomerular neuropil. On occasion, recordings from these smaller dendrites were possible. However, the majority of the recordings were from the main dendritic trunk close to the bifurcation point because this larger compartment was more accessible and robust for patch recordings. The primary dendrite is typically described as unbranched; however, in about one-fifth (8/39) of the cells, a side branch was observed arising from the main trunk at some distance from the cell body. Ionic nature of dendritic action potentials In response to depolarizing current injection or distal olfactory nerve excitatory input, action potentials recorded along the primary dendritic trunk generally had a short-duration of 1–3 ms, suggesting that these dendritic spikes were Na⫹ dependent. Bath application of 1 M tetrodotoxin (TTX), a Na⫹-channel blocker, abolished completely the action potentials recorded simultaneously from the soma and the dendrite (n ⫽ 5; Fig. 1B). However, because the action potentials in these TTX experiments were all initiated near the soma, abolishment of the dendritic spikes could be due to a blockade of axo-somatic initiation of action potentials rather than a direct action of TTX on the dendritic spikes. To test further for a critical involvement of Na⫹ channels in dendritic action potentials, 10 mM of an intracellular Na⫹-channel blocker lidocaine N-ethyl bromide (QX-314) was included in the dendritic pipette. After whole cell break-in, the action potential recorded by the dendritic pipette had a smaller amplitude than that recorded by the 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 The experiments were carried out on slices of olfactory bulbs of Sprague-Dawley rats as previously described (Chen and Shepherd 1997). The 400-m-thick sections were cut horizontally and perfused with oxygenated Ringer solution containing (in mM) 124 NaCl, 3 KCl, 1.3 MgSO4, 2 CaCl2, 1.25 NaH2PO4, 26 NaHCO3, and 10 glucose (pH 7.4). Most experiments were carried out at room temperature; several experiments at 37°C gave similar results. Slices were visualized using an Olympus BX50WI microscope with infrared differential interference contrast (IR-DIC) optics and ⫻40 waterimmersion objective. For low-magnification images, a Hamamatsu C2400 – 07ER camera was used; high-magnification imaging for dendritic recording used a ⫻3.3 photo-eyepiece with a Dage-MTI CCD-72 camera. Recording pipettes were fabricated from thick-walled glass capillaries (1.2 mm OD, 0.69 mm ID) and filled with a solution of (in mM) 110 K-gluconate, 2 MgSO4, 10 HEPES, and 2 K2-ATP (adjusted to pH 7.2–7.3 and osmolarity of 290 –300 mosM with KOH and sucrose, respectively). The electrode resistance was 10 –12 M⍀. For the recordings, cells were identified whose primary dendrite could be visualized from the cell body across the width of the external plexiform layer (EPL) to a glomerulus, characteristically a distance of 200 – 400 m. The primary dendrite had the typical features of a single vertical dendritic process from a large cell body in the mitral cell body layer, a relatively thick diameter (2– 4 m), maintenance of diameter throughout its length, lack of significant branching, and connection to a glomerulus. Dual patch recordings were carried out by patching first on the soma and then the distal dendrite as near to the glomerular border as possible. Recordings were made in bridge mode with an Axoclamp-2A amplifier (band-pass: DC-30kHz). In some experiments, 0.1% biocytin and 0.1% Lucifer yellow potassium salt were included in the pipette solution for subsequent visualization of the cell morphology. The mitral cell was excited synaptically by stimulation of the olfactory nerve layer (ON). A concentric bipolar electrode with tip diameter of 25 m was placed on the olfactory nerve layer just above the glomerulus to which the recorded primary dendrite was connected. Often the tip could be placed on a distinct nerve bundle visualized under IR-DIC. The mitral cell could also be inhibited synaptically by a stimulation of the EPL lateral to the recorded mitral cell. This activated inhibitory granule cell interneurons which are connected to the mitral cell secondary dendrites by dendrodendritic synapses. The horizontal distance from the EPL stimulation site to the recorded mitral cell was 200 –500 m. parameters estimated by fitting the passive charging periods of the experimental data. Uniformly distributed generic Na⫹ and K⫹ channels should be considered as effectively containing all channel contributions that affect the voltage trajectories. As shown by Shen et al. (1999), there is a substantial volume of parameter space that equally well fits the eight voltage trajectories resulting from dual recordings of high and low current injection into the two electrodes. We chose for this study a set of gating parameters that both fits the data and exhibits the generation of double spikes with ON tuft stimulation and soma hyperpolarization. ON stimulation was modeled by AMPA and N-methyl-D-aspartate (NMDA) type conductance changes consisting of an alpha function with time constant 1.5 ms, and a difference of exponentials with time constants 5 and 80 ms, respectively. Unless otherwise stated, these excitatory synapses were placed at the middle of the tuft branches and the ratio of AMPA to NMDA maximum conductance amplitude was 2.0. Secondary dendrite inhibitory postsynaptic potential (IPSP) was placed at the proximal 20% of these dendrites and modeled as a conductance change with the form of a difference of exponentials with time constants 3 and 80 ms, and a ⫺70-mV reversal potential. However, the results in this paper are not sensitive to either the source of somatic hyperpolarization or the amount of NMDA currents. Complete model code is available on-line at the model database at http://senselab.med.yale.edu and is set up to exhibit the fit to the Shen et al. (1999) data as well as produce Figs. 3, 5, and 6 of this paper. DENDRITIC ACTION POTENTIALS 2757 somatic pipette, which did not contain QX-314. The further reduction of spike amplitude was much faster in the dendritic site than at the soma (n ⫽ 4; Fig. 1C). These results indicate that QX-314 first acted locally to block the dendritic action potential and gradually diffused to the soma to block action potential generation there. Correspondingly, when QX-314 was instead applied through the somatic recording pipette, the amplitude of somatic action potential reduced faster than dendritically recorded spike (data not shown). Stepwise shift of action potential initiation site with increasing distal excitatory input The initiation site for the Na⫹ action potential can be made to shift from the soma/axon initial segment to the distal primary dendrite with increase in distal synaptic excitation (Chen et al. 1997). We wished to analyze this shift in greater detail. As shown in Fig. 2, with low levels of excitatory synaptic input to the tuft, the action potential was initiated at the soma/axon initial segment and back-propagated into the dendrite (Fig. 2A). With higher stimulus intensities, the initiation site shifted to the distal primary dendrite, as previously reported. To rule out a possible effect of patch electrodes on the action-potentialgenerating mechanism, the same experiments were performed J Neurophysiol • VOL using cell-attached recording configuration for both the soma and dendrite electrodes (Fig. 2B). In these recording conditions, comparable differences in spike-peak timing between the soma and the dendritic recording site were observed, both for low and high stimulus intensities (n ⫽ 8). This indicates that the whole cell recording conditions had little influence on the observed changes in action-potential initiation. To study the shift of action-potential initiation site in greater detail, the action-potential peak-delay difference between the soma and the dendrite was plotted as a function of the ON stimulus intensity (Fig. 2C). In all cells tested (n ⫽ 6), this resulted in a stepwise change in the relative peak timing, indicating that as the distal excitatory input increased, the initiation site shifted suddenly from the soma/axon initial segment to the distal dendrite. The maximum time difference by which the dendritic action-potential peak could lead the soma was relatively large compared with the current injection experiments (Shen et al. 1999). This suggested that synaptic depolarization of the more distal dendritic tuft was particularly effective in generating the stimulus-response curve in Fig. 2C. To test this hypothesis, whole cell recordings from the fine tuft branches are needed but appear to be quite difficult experiments. We therefore used computational simulations to gain 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 1. A: dual patch recording set up. Under IR-DIC videomicroscopy, 2 primary dendrites were clearly visible and could be traced from their cell bodies across the external plexiform layer to the entry in a glomerulus (indicated by arrow heads). Patch recordings were made from the cell body and the distal primary dendrite of one mitral cell. Glo, glomerulus; M, mitral cell soma; p, primary dendrite. B: dual patch recordings of action potentials at the soma and distal primary dendrite of a mitral cell. The distance of the dendritic recording site from the soma was 243 m. Both somatic and dendritic action potentials, when evoked by dendritic current injection (0.8 nA), were abolished by 1 M TTX in the bath. s, secondary dendrite; a, axon; M, mitral cell soma. C: different time courses of blocking the somatic and dendritic action potentials by 10 mM QX-314 included in the dendritic recording electrode. Action potentials were evoked by injecting depolarizing current pulses (0.51 nA) into the soma. The dendritic action potential was blocked faster than the somatic action potential, suggesting that the initial effect of QX-314 was to block locally the dendritic Na⫹ action potential. Traces were recorded at 5, 60, and 180 s after dendritic patch break-in. The dendritic recording site was 265 m from the soma. A holding current of ⫺0.24 nA was applied to the soma. 2758 W. R. CHEN, G. Y. SHEN, G. M. SHEPHERD, M. L. HINES, AND J. MIDTGAARD insight into this question. The methods for modeling the mitral cell and obtaining concurrent simulations for eight experimental traces (soma and distal sites, weak and strong excitation) are fully described in Shen et al. (1999). Because AMPA and NMDA receptors are present at the olfactory nerve synapses (Berkowitz et al. 1994; Chen and Shepherd 1997; Ennis et al. 1996), we added those types of conductance to the distal branches of the primary dendritic tuft to simulate excitatory olfactory nerve input (see METHODS). In all simulations shown here, the ratio of NMDA to AMPA maximum conductance was set to 0.5. Because action-potential responses we analyze here generally occurred quite early, varying this ratio over a large range did not affect the results in a way that could not be compensated for by slightly adjusting the magnitude of AMPA and inhibitory conductances. Figure 3A illustrates the simulated action potentials at the soma, distal primary dendritic trunk, and the middle of the tuft branch, in response to three different levels of synaptic excitation delivered to the middle of the tuft branches. The simulations showed a stepwise change similar to the experimental results (see the middle curve in Fig. 3B). The simulations further showed that the shape of the curve was sensitive to the placement of the synaptic conductances in the tuft branches. When the synapses were located close to the tips of the tuft branches, a rather steeper shift in spike-peak timing difference was observed (the trace in Fig. 3B labeled with “distal”). Conversely, moving the synapses close to the J Neurophysiol • VOL primary dendritic trunk resulted in a dramatically shallower stimulus-response curve (the trace in Fig. 3B labeled with “proximal”). Results for a uniform distribution of synaptic conductance in the tuft were almost identical to the case where they are localized at the middle of the tuft. Evidence regarding the site of generation of distal dendritic action potentials was sought by comparing the voltage trajectories in the simulations from the tuft, the distal dendritic trunk and the soma (Fig. 3A). The results showed that at low synaptic excitation (Fig. 3Aa, 3 nS), the soma action potential was initiated prior to that in the dendrite, and the action potential in the distal dendrite occurred before that in the tuft. As synaptic intensity increased (Fig. 3Ab, 6.5 nS), the latency of the action potential responses was decreased, but the sequence and relative timing remained unchanged. With a further slight increase in synaptic excitation (Fig. 3Ac, 7 nS) action-potential initiation shifted rather abruptly to the tuft. Dendritic double spikes In some mitral cells (n ⫽ 8), two closely spaced action potentials were recorded from the distal primary dendrite. This occurred under conditions that favored dendritic action potential initiation, such as relatively strong synaptic excitation of the tuft while soma excitability was reduced by hyperpolarizing current injection or by an IPSP evoked in the secondary 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 2. Initiation and propagation of action potentials evoked by synaptic excitation. A: whole cell recording: low-intensity olfactory nerve (ON) stimulation evoked an action potential first at the soma ( 䡠 䡠 䡠 ) and then at the dendritic recording site (—). Increased ON stimulation led to the occurrence first of a dendritic followed by a somatic action potential. Note that the ON-evoked excitatory postsynaptic potential (EPSP) was larger and faster in the dendritic recordings. The dendritic recording site was 335 m from the soma. A holding current of ⫺0.11 nA was applied to the soma. B: cell-attached recording: low-intensity ON stimulation evoked a somatic action potential ( 䡠 䡠 䡠 ) followed by a dendritic action potential (—). Conversely, higher-intensity ON stimulation resulted in a dendritic action potential preceding the somatically recorded action potential. The distance between the somatic and dendritic recording electrodes was 251 m. C: plot of the timing difference between somatic and dendritic action potential peak as a function of ON stimulus intensity. The spike peak was determined as the 0-crossing point of the differentiated action potential. DENDRITIC ACTION POTENTIALS J Neurophysiol • VOL dendrites by stimulating the EPL laterally (Fig. 4). At short latencies for the ON stimulation after an EPL-IPSP, the soma action potential was suppressed, leaving a somatic fast prepotential reflecting the isolated dendritic action potential (Chen et al. 1997; Eccles et al. 1958; Mori et al. 1982; Spencer and Kandel 1961). At longer stimulus intervals, the dendritic action potential became “double spikes;” the initial spike preceded a somatic action potential, whereas the second spike followed the occurrence of the somatic action potential. Considering the inactivation properties of Na⫹ channels that underlie action potential generation, it is intriguing how the distal primary dendrite could fire two fast action potentials so closely to each other. To understand this behavior, we again simulated the computer model with a protocol similar to that of the experiment. An IPSP was evoked at the proximal 20% of the secondary dendrites, prior to the ON-evoked EPSP in the middle of the primary dendritic tuft (Fig. 5A). By varying the delay of the ON-EPSP, the model qualitatively reproduced our experimental recordings. It showed that the EPSP evoked an action potential in the primary dendritic tuft branches (see plot of activation parameter m in Fig. 5B, a– c), which propagated half way into the primary dendritic trunk (traces c–f). An action potential was then triggered at the axon initial segment (traces f– h), which then back-propagated through the soma and into the primary dendrite (Fig. 5C, h–n). Analysis of the Na⫹ inactivation parameter (h) distribution along the primary dendrite at different times during the first dendritic action potential showed that the Na⫹ channels in the proximal part of the primary dendrite were little inactivated during the forward propagation of the first action potential and were thus ready to contribute to membrane excitability during the back-propagation that generated the second dendritic spike. In other words, the first dendritic action potential “jumped” over the proximal dendritic membrane to elicit a full action potential in the much more excitable axon initial segment after which it propagated further down the axon as well as backwards into the primary dendrite. Following the onset of the axonal action potential, the Na⫹ channels in the proximal part of the primary dendrite began to activate to generate the second dendritic spike (Fig. 5C, m parameter, traces h–l). When the activation of the primary dendritic trunk had declined below maximum, the tuft Na⫹ channels still displayed some activation (m parameter, traces m and n), but much less than the full level reached during the first action potential (m parameter, traces c and d). This was accompanied by most of the Na⫹ channels still being inactivated in the tuft during the second action potential, thus not allowing a full tuft activation during the second dendritic spike (h parameter, traces h–n). Another possibility is that the second dendritic action potential could be purely due to passive electrotonic spread of the soma action potential. To analyze this in the model, the Na⫹ conductances in the whole primary dendrite were suddenly set to zero at the end of the first dendritic spike (Fig. 6,3). This allowed only the passive spread of the somatic action potential back into the dendrite. This manipulation reduced the somatic action potential only slightly (Fig. 6, - - -), while the second dendritic response was reduced by more than 50% (Fig. 6, - - -). Similar results were obtained when the Na⫹ channel m and h parameters were kept constant at their instantaneous values from the time indicated by the arrows. Thus the Na⫹ current generated at least in the proximal part of the dendrite is 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 3. Simulation of the abrupt change in the action potential timing difference as the distal ON excitatory input increased. A, top: low-amplitude ON excitation in the middle of the tuft initiated an axo-somatic action potential (thin line), which back-propagated to the distal primary dendrite (thick solid line), and then into the tuft branches (dashed line). Middle: increasing ON excitation led to a reduction in the spike latency, but the relative sequence and timing of the action potentials did not change significantly. Bottom: a further slight increase in ON excitation led to action potential initiation in the tuft branch, followed by forward propagation to the primary dendrite and the soma. B: plot of the peak timing difference of simulated action potentials between soma and distal primary dendritic trunk as a function of the ON excitatory synaptic conductance. Three curves were plotted by placing the ON synapses at three different sites along the tuft dendrites (0.83, 0.5, and 0.17 of the tuft length from its origin). The 2 arrowheads on the middle curve indicate the points that correspond to b and c of A. For high resolution in the neighborhood of the transitions, high accuracy peak timing difference was computed using NEURON⬘s variable time step method with local absolute tolerance of 10⫺5 and peak action-potential locations determined by quadratic interpolation. A causal explanation of the small dip before the transition for the distal curve is too tedious given its lack of biological importance. 2759 2760 W. R. CHEN, G. Y. SHEN, G. M. SHEPHERD, M. L. HINES, AND J. MIDTGAARD necessary for active back-propagation of the soma action potential to generate the second dendritic spike. DISCUSSION The experimental findings support the previous report (Chen et al. 1997) that weak synaptic excitatory input to the distal dendrite leads to action potential initiation in the axon initial segment, in accordance with the classical model (Eccles 1957; Edwards and Ottoson 1958; Fuortes et al. 1957; Stuart et al. 1997), showing that dendritic voltage-gated Na⫹ channels support back-propagation into the dendrites. With moderate to strong excitatory input to the distal dendrite, the site of action potential initiation shifts to the distal dendrite so that there is forward propagation from the distal dendrite to the axon initial segment. This is a full-blown, all-or-nothing, rapid action potential very similar in amplitude and time course to that generated at the soma. These results support previous evidence for forward propagating action potentials in dendrites J Neurophysiol • VOL (Andersen 1960; Golding and Spruston 1998; Herreras 1990; Larkum et al. 1999; Turner et al. 1991). Thus the classical model of action potential generation in the neuron appears to be oversimplified. A rich diversity is observed among different dendrites, which includes both forward and back-propagating action potentials in the dendritic tree (Häusser et al. 2000). Importance of the methodological advantages of the mitral cell and its inputs Why does the mitral cell give clearer evidence for dendritic spike initiation and forward propagation compared with many other neurons? We suggest several reasons. First, the restriction of all excitatory afferent input of olfactory axons to the distal tuft of the primary dendrite means that there is no complication of excitatory inputs at other levels of the dendritic tree, as there is in many other types of neurons. Second, the primary dendrite is unusual in being long, retaining its diameter throughout its length, and being mostly un-branched. 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 4. Dendritic double spikes. An electric shock (20 A, 200 s) was delivered to the external plexiform layer (EPL) lateral to the recorded mitral cell to evoke an inhibitory postsynaptic potential (IPSP) in the secondary dendrites. The action potentials occurring before the IPSPs were due to direct stimulation of the mitral cell secondary dendrite, which caused propagation of a spike from the secondary dendrite to the soma and then to the distal primary dendrite. The ON stimulation (100 A, 200 s) was given at different time delays from the EPL stimulus to evoke an EPSP in the distal dendritic tuft. The 1st 2 ON stimuli were timed near the peak of the EPL-IPSP. The strong IPSP abolished the somatic action potential, leaving at the soma only a fast prepotential. Corresponding to this fast prepotential, the dendritic action potential also had a reduced amplitude, as compared with the spike back-propagating from the soma due to the EPL stimulation. At longer EPL-ON stimulus intervals, the IPSP attenuated, and double spikes appeared at the dendritic recording site, which corresponded to a single full-size action potential at the soma. Inset: an expanded view of the soma and dendritic action potentials that are marked (*). The dendritic recording site was 287 m from the soma. The resting membrane potential was ⫺55 mV, and no holding current was delivered at both recording sites. DENDRITIC ACTION POTENTIALS 2761 Third, the density of Na⫹ channels in the primary dendrite is higher (90 pS/m2) (Bischofberger and Jonas 1997) compared with the apical dendrite of other cells, such as 40 pS/m2 for cortical pyramidal neurons (Magee 1999; Stuart and Sakmann 1994). This means that the Na⫹ action potential threshold is somewhat lower, and action-potential propagation when it occurs is correspondingly more robust. A similarly high density of Na⫹ channels (113 pS/m2) is reported in the dendrites of oriens-alveus interneurons in hippocampus, which also support dendritic initiation and nondecremental propagation of action potentials (Martina et al. 2000). Modeling constraints and considerations The model used in this study was similar to that used by Shen et al. (1999) with the substitution of a depolarizing synaptic conductance in the distal dendritic tuft for the injection of current pulse into the recording sites. The model assumed uniform active and passive membrane properties throughout the somatodendritic membrane. Although the soma J Neurophysiol • VOL and primary dendrite parameter values were constrained by direct recordings from these compartments including estimate of channel densities (Bischofberger and Jonas 1997, Chen et al. 1997), the distal dendrites are not similarly understood. Also, the exact properties and densities of synaptically activated ion channels are not known. Thus the NMDA/AMPA responses were simulated using data from a range of other cell types (Rapp et al. 1996; Traub and Miles 1991). With these caveats, the model was able to reproduce closely the experimental traces. This suggests that active properties in the postsynaptic membrane in the distal tuft dendrites contribute to the experimental findings, such as the shift in action potential sequence with increasing ON-EPSP. The excitatory synaptic input to the tuft is more potent in bringing about shifts of action potential initiation from axon initial segment to distal dendrite than is depolarizing current injection into the distal dendritic trunk. The simulations indicate that this is consistent with the localization of active membrane within the distal tuft near the sites of EPSP generation. The fact that synapses nearer the dendritic 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 5. Exploring the underlying mechanism of dendritic double spikes. A: computer simulation of the experiment shown in Fig. 4. An IPSP was evoked in the proximal 20% of the secondary dendrites, which was followed, at varying delays for different superimposed sweeps, by an ON-EPSP in the distal tuft branches. When the ON-EPSP was close to the onset of the IPSP, the somatic action potential was abolished, leaving a somatic fast prepotential corresponding to an action potential in the dendrite. With longer EPSP latency, an inflection on the rising phase of the somatic membrane potential reflected the transition of the fast prepotential into a full-size action potential in the soma, which corresponded to “double spikes” in the dendrite. The double spikes (*) were further analyzed in B and C. B: spatiotemporal profile of Na⫹-conductance inactivation (h) and activation (m) along the primary dendrite during the 1st dendritic action potential. Each trace marked with a– h corresponds to a time point indicated (inset, ●). During the 1st dendritic spike, the Na⫹ conductance (m parameter) was strongly activated in the tuft dendrites, then in the distal primary dendrite, and then in the axon initial segment. The h-parameter plot shows that the Na⫹ conductance in the proximal primary dendrite was negligibly inactivated by the 1st dendritic spike. C: spatiotemporal profile during the 2nd dendritic spike. For the 2nd spike, the Na⫹ activation (m) parameter indicates the back-propagation of the axo-somatic spike into the proximal primary dendrite. The Na⫹ conductance in the tuft dendrites remained mostly inactivated (h) and only showed a small activation (m) during the 2nd dendritic spike. In this simulation, the excitatory synaptic inputs were placed at the middle of the tuft branches. 2762 W. R. CHEN, G. Y. SHEN, G. M. SHEPHERD, M. L. HINES, AND J. MIDTGAARD activate voltage-gated Ca2⫹ channels to induce Ca2⫹ influx into the tuft dendrites, which might be important both for the plasticity of the ON-mitral cell synapses and the release of neurotransmitter at dendrodendritic synapses. Summary of action potential initiation and propagation in mitral cell primary dendrite terminals were able more effectively to shift action potential initiation toward the distal dendrite appears to be due to the higher input resistance of these finer branches and the terminal boundary effects (Rall 1959). Although these fine tuft dendrites are not easily amenable to recordings with patch electrodes, the model prediction of the involvement of the distal tuft in dendritic action potential initiation can be directly tested by imaging methods (W. Xiong and W. R. Chen, unpublished data). Dendritic double spikes An important finding of this study is the double spikes observed in the distal primary dendritic trunk. It suggests that the propagation of a fast Na⫹ action potential is not always continuous in a dendrite even with homogeneous membrane properties. It can actually “jump,” a phenomenon originally proposed for the dendrites with multiple hot spots (Spencer and Kandel 1961). Such a jump can leave patches of dendritic membrane unexcited and thus available for subsequent spiking activity, which leads to a complex pattern of dendritic electrogenesis. A similar double-spike phenomenon has been noted in the axon of an identified snail neuron (Antic et al. 2000). Computer modeling suggests that in the case of double spiking, the second action potential in the distal dendrite, especially in the tuft branches, is mainly due to current spread from the proximal primary dendrite because these distal dendrites are in the refractory period of the first action potential. However, even with little Na⫹-channel activation, the membrane potential in these distal dendrites can still follow closely the action potential in the proximal dendrite, owing to a higher local input resistance and the terminal boundary effects. It appears that the passively spread action potential can still J Neurophysiol • VOL Functional significance of active properties in mitral cell primary dendrite Why does the mitral cell require robust action potential generation in the primary dendrite? It has been speculated that because of the unusual localization of excitatory synaptic inputs in the distal dendritic terminals, the active properties help to maintain distal dendritic control of axonal output despite dendrodendritic inhibition that occurs near the cell body. Thus the active properties increase the coupling of the distal input to axonal output and in so doing extend the operational range of the mitral cell. The forward and back-propagation of action potentials also provides a mechanism for reciprocal communication between the two spike-initiation sites, which might be critically involved in activity-dependent modulation of synaptic transmission in the olfactory glomerulus. As the distal dendritic tuft is both presynaptic and postsynaptic (Pinching and Powell 1971; White 1973), another important function for action potential generation in the primary dendrite is to trigger transmitter release for the activation of dendrodendritic synapses in the tuft branches. This function may be of interest for other cell types, given the increasing number of neurons in different brain regions showing dendritic release of neurotransmitters and neuromodulators (Rice et al. 1997; Simmons et al. 1995; Zilberter 2000; Zilberter et al. 1999). One may hypothesize that local spiking in the distal dendrite of cortical pyramidal neurons gives rise to local transmitter release (Zilberter 2000), enabling pyramidal neurons to have “double identities,” as would seem to be the case for mitral cells (Fig. 7C): they can function as projection neurons with axonal integration and output, or, when axonal output is 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 6. Active back-propagation is involved in generating the 2nd action potential of dendritic double spikes. In the compartmental model of a mitral cell, Na⫹ conductance in the primary dendrite was suddenly set to 0 at the end of the 1st dendritic spike (3). This resulted in a large attenuation of the 2nd dendritic spike, although the amplitude of somatic action potential was little affected (- - -). This study provides experimental evidence supported by computational analysis for four distinct spiking modes of mitral cells (see Fig. 7). With weak to moderate distal synaptic excitation, the action potential is initiated in the axon initial segment and back-propagates into the dendrite (Fig. 7A). Increasing excitatory input causes action potential initiation to shift toward the distal primary dendrite with forward propagation to the axonal initial segment (Fig. 7B). When strong lateral inhibition is imposed to the secondary dendrites by neighboring mitral cells, the soma action potential is blocked as is forward propagation from the distal primary dendrite, leaving the distal dendrite as an isolated active unit (Fig. 7C). At intermediate levels of inhibition, when dendritic initiation occurs, the action potential appears to jump from the distal primary dendrite to the axon initial segment and then backpropagate, causing double spikes in the distal primary dendrite (Fig. 7D). Our results indicate that in a dendrite with homogeneous membrane properties, significant local variations in membrane excitability state may occur; this gives rise to distinctive complex behaviors. DENDRITIC ACTION POTENTIALS 2763 shut down by soma inhibition, function as local interneurons, affecting their immediate environment due to local dendritic action potential generation and transmitter release. In this perspective, the mitral cell may serve as a useful model on the functional distribution of action potential generating sites and their relation to pre- and postsynaptic functions of the dendrite. W. R. Chen was supported by grants from the National Institutes of Health (NIH) Grant R01-DC-03918 and the Whitehall Foundation; G. Y. Shen received support from the National Natural Science Foundation of China (NSFC 39570183 and 30070190) and PAO YU-KONG Scholarship for Chinese Students Studying Abroad; M. Hines was supported by NIH Grant R01-NS11613; G. M. Shepherd received support from the Human Brain Project/ J Neurophysiol • VOL Neuroinformatics supported by the NIH and NIH Grant R01-DC-00086, by the National Science Foundation, and by the Department of Defense under a Multiple University Research Initiative; and J. Midtgaard was supported by the Carlsberg Foundation, the Danish Medical Research Council, and the Danish Medical Association’s Research Fund. REFERENCES ALLISON AC. The morphology of the olfactory system in the vertebrates. Biol Rev 28: 195–244, 1952. ANDERSEN P. Interhippocampal impulses. II. Apical dendritic activation of CA1 neurons. Acta Physiol Scand 48: 176 –208, 1960. ANTIC S, WUSKEL JP, LOEW L, AND ZECEVIC D. Functional profile of the giant metacerebral neuron of Helix aspersa: temporal and spatial dynamics of electrical activity in situ. J Physiol (Lond) 527: 55– 69, 2000. 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 FIG. 7. A summary diagram showing 4 different modes of action potential initiation and propagation in the mitral cell. A: with weak to moderate synaptic excitation in the distal tuft of primary dendrite, action potentials are initiated near the soma and propagate forward down the axon and backward into the primary and secondary dendrites. B: increasing ON synaptic excitation leads to action potential initiation in the distal primary dendrites and forward propagation toward the soma. C: when strong ON synaptic excitation is paired with strong inhibition near the soma, an action potential is initiated in the distal primary dendrite with a failure of forward propagation. This transforms the mitral cell from a projection neuron to an interneuron producing local dendrodendritic output in the glomerulus. D: with strong distal excitation paired with intermediate proximal inhibition, an action potential is initiated in the distal primary dendrite, which jumps to the axon initial segment and then back-propagates into the proximal primary dendrite. MC, mitral cell; GC, granule cell; PGC, periglomerular cell. 2764 W. R. CHEN, G. Y. SHEN, G. M. SHEPHERD, M. L. HINES, AND J. MIDTGAARD J Neurophysiol • VOL PINCHING AJ AND POWELL TPS. The neuropil of the glomeruli of the olfactory bulb. J Cell Sci 9: 347–377, 1971. PRICE JL AND POWELL TPS. The mitral and short axon cells of the olfactory bulb. J Cell Sci 7: 631– 651, 1970. RALL W. Branching dendritic trees and notoneuron membrane resistivity. Exp Neurol 1: 491–527, 1959. RALL W AND SHEPHERD GM. Theoretical reconstruction of field potentials and dendro-dendritic synaptic interactions in olfactory bulb. J Neurophysiol 31: 884 –915, 1968. RAMÓN Y CAJAL S. Histologie du Systeme Nerveux de l’Homme et des Vertebres. Paris: Maloine 1911. RAPP M, YAROM Y, AND SEGEV I. Modeling back propagating action potential in weakly excitable dendrites of neocortical pyramidal cells. Proc Natl Acad Sci USA 93: 11985–11990, 1996. RICE ME, CRAGG SJ, AND GREENFIELD SA. Characteristics of electrically evoked somatodendritic dopamine release in substantia nigra and ventral tegmental area in vitro. J Neurophyiol 77: 853– 862, 1997. RESSLER KJ, SULLIVAN SL, AND BUCK LB. Information coding in the olfactory system: evidence for a stereotyped and highly organized epitope map in the olfactory bulb. Cell 79: 1245–1255, 1994. SHEN G, CHEN WR, MIDTGAARD J, SHEPHERD GM, AND HINES ML. Computational analysis of action potential initiation in mitral cell soma and dendrites based on dual patch recordings. J Neurophysiol 82: 3006 –3020, 1999. SIMMONS ML, TERMAN GW, GIBBS SM, AND CHAVKIN C. L-type calcium channels mediate dynorphin neuropeptide release from dendrites but not axons of hippocampal granule cells. Neuron 14: 1265–1272, 1995. SPENCER WA AND KANDEL ER. Electrophysiology of hippocampal neurons. IV. Fast potentials. J Neurophysiol 24: 272–285, 1961. STUART GJ AND SAKMANN B. Active propagation of somatic action potentials into neocortical pyramidal cell dendrites. Nature 367: 69 –72, 1994. STUART G, SCHILLER J, AND SAKMANN B. Action potential initiation and propagation in rat neocortical pyramidal neurons. J Physiol (Lond) 505: 617– 632, 1997. STUART G, SPRUSTON N, AND HÄUSSER M. Dendrites. New York: Oxford Univ. Press, 1999. TRAUB RD AND MILES R. Multiple modes of neuronal population activity emerge after modifying specific synapses in a model of the CA3 region of the hippocampus. Ann NY Acad Sci 627: 277–290, 1991. TURNER RW, MEYERS DER, RICHARDSON TL, AND BARKER JL. The site for initiation of action potential discharge over the somatodendritic axis of rat hippocampal CA1 pyramidal neurons. J Neurosci 11: 2270 –2280, 1991. VASSAR R, CHOU SK, SITCHERAN R, NUÑEZ JM, VOSSHALL LB, AND AXEL R. Topographic organization of sensory projections to the olfactory bulb. Cell 79: 981–991, 1994. VELTE TJ AND MASLAND RH. Action potentials in the dendrites of retinal ganglion cells. J Neurophysiol 81: 1412–1117, 1999. WHITE EL. Synaptic organization of the mammalian olfactory glomerulus: new findings including an intraspecific variation. Brain Res 60: 299 –313, 1973. WILLIAMS SR AND STUART GJ. Action potential backpropagation and somatodendritic distribution of ion channels in thalamocortical neurons. J Neurosci 20: 1307–1317, 2000. XIONG W AND CHEN WR. Dynamic gating of spike propagation in the mitral cell lateral dendrites. Neuron 34: 115–126, 2002. ZILBERTER Y. Dendritic release of glutamate suppresses synaptic inhibition of pyramidal neurons in rat neocortex. J Physiol (Lond) 528: 489 – 496, 2000. ZILBERTER Y, KAISER KM, AND SAKMANN B. Dendritic GABA release depresses excitatory transmission between layer 2/3 pyramidal and bitufted neurons in rat neocortex. Neuron 24: 979 –988, 1999. 88 • NOVEMBER 2002 • www.jn.org Downloaded from http://jn.physiology.org/ by 10.220.33.2 on May 2, 2017 BERKOWICZ DA, TROMBLEY PQ, AND SHEPHERD GM. Evidence for glutamate as the olfactory receptor cell neurotransmitter. J Neurophysiol 71: 2557–2561, 1994. BISCHOFBERGER J AND JONAS P. Action potential propagation into the presynaptic dendrites of rat mitral cells. J Physiol (Lond) 504: 359 –365, 1997. CHEN WR, MIDTGAARD J, SHEN GY, HINES ML, AND SHEPHERD GM. Analysis of double spikes in mitral cell primary dendrite. ACHEMS Proc 22: 43, 2000. CHEN WR, MIDTGAARD J, AND SHEPHERD GM. Forward and backward propagation of dendritic impulses and their synaptic control in mitral cells. Science 278: 463– 467, 1997. CHEN WR AND SHEPHERD GM. Membrane and synaptic properties of mitral cells in slices of rat olfactory bulb. Brain Res 745: 189 –196, 1997. ECCLES JC. The Physiology of Nerve Cells. Baltimore, MD: Johns Hopkins Press, 1957. ECCLES RM, LIBET B, AND YOUNG RR. The behavior of chromatolyzed motoneurons studied by intracellular recording. J Physiol (Lond) 143: 11– 40, 1958. EDWARDS C AND OTTOSON D. The site of impulse initiation in a nerve cell of a crustacean stretch receptor. J Physiol (Lond) 143: 138 –148, 1958. ENNIS M, ZIMMER LA, AND SHIPLEY MT. Olfactory nerve stimulation activates rat mitral cells via NMDA and non-NMDA receptors in vitro. Neuroreport 7: 989 –992, 1996. FUORTES MGF, FRANK K, AND BECKER MC. Steps in the production of motoneuron spikes. J Gen Physiol 40: 735–752, 1957. GASSER HS. Olfactory nerve fibers. J Gen Physiol 39: 473– 496, 1956. GOLDING NL AND SPRUSTON N. Dendritic sodium spikes are variable triggers of axonal action potentials in hippocampal CA1 pyramidal neurons. Neuron 21: 1189 –1200, 1998. HÄUSSER M, SPRUSTON N, AND STUART GJ. Diversity and dynamics of dendritic signaling. Science 290: 739 –744, 2000. HERRERAS O. Propagating dendritic action potential mediates synaptic transmission in CA1 pyramidal cells in situ. J Neurophysiol 64: 1429 –1441, 1990. HINES ML AND CARNEVALE NT. The NEURON simulation environment. Neural Comput 9: 1179 –209, 1997. JAHR CE AND NICOLL RA. An intracellular analysis of dendrodendritic inhibition in the turtle in vitro olfactory bulb. J Physiol (Lond) 326: 213–234, 1982. LARKUM ME, RIOULT MG, AND LUSCHER HR. Propagation of action potentials in the dendrites of neurons from rat spinal cord slice cultures. J Neurophysiol 75: 154 –170, 1996. LARKUM ME, ZHU JJ, AND SAKMANN B. A new cellular mechanism for coupling inputs arriving at different cortical layers. Nature 398: 338 –341, 1999. MAGEE JC. Voltage-gated ion channels in dendrites. In: Dendrites, edited by Stuart G, Spruston N, and Häusser M. New York: Oxford, 1999, p. 139 – 160. MAGEE JC AND JOHNSTON D. Characterization of single voltage-gated Na⫹ and Ca2⫹ channels in apical dendrites of rat CA1 pyramidal neurons. J Physiol (Lond) 487: 67–90, 1995. MARTINA M, VIDA I, AND JONAS P. Distal initiation and active propagation of action potentials in interneuron dendrites. Science 287: 295–300, 2000. MOMBAERTS P, WANG F, DULAC C, CHAO SK, NEMES A, MENDELSOHN M, EDMONDSON J, AND AXEL R. Visualizing an olfactory sensory map. Cell 87: 675– 686, 1996. MORI K. Membrane and synaptic properties of identified neurons in the olfactory bulb. Prog Neurobiol 29: 274 –320, 1987. MORI K, NOWYCKY MC, AND SHEPHERD GM. Impulse activity in presynaptic dendrites: analysis of mitral cells in the isolated turtle olfactory bulb. J Neurosci 2: 497–502, 1982.