Abstract
Neocortical neurons in awake, behaving animals can generate high-frequency (>300 Hz) bursts of action potentials, either in single bursts or in a repetitive manner. Intracellular recordings of layer II/III pyramidal neurons were obtained from adult ferret visual cortical slices maintained in vitro to investigate the ionic mechanisms by which a subgroup of these cells generates repetitive, high-frequency burst discharges, a pattern referred to as “chattering.” The generation of each but the first action potential in a burst was dependent on the critical interplay between the afterhyperpolarizations (AHPs) and afterdepolarizations (ADPs) that followed each action potential. The spike-afterdepolarization and the generation of action potential bursts were dependent on Na+, but not Ca2+, currents. Neither blocking of the transmembrane flow of Ca2+nor the intracellular chelation of free Ca2+ with BAPTA inhibited the generation of intrinsic bursts. In contrast, decreasing the extracellular Na+ concentration or pharmacologically blocking Na+ currents with tetrodotoxin, QX-314, or phenytoin inhibited bursting before inhibiting action potential generation. Additionally, a subset of layer II/III pyramidal neurons could be induced to switch from repetitive single spiking to a burst-firing mode by constant depolarizing current injection, by raising extracellular K+concentrations, or by potentiation of the persistent Na+ current with the Na+ channel toxin ATX II. These results indicate that cortical neurons may dynamically regulate their pattern of action potential generation through control of Na+ and K+currents. The generation of high-frequency burst discharges may strongly influence the response of postsynaptic neurons and the operation of local cortical networks.
Keywords: bursting, Na+ currents, chattering cells, visual cortex, afterdepolarizations, afterhyperpolarizations
Cortical neurons in vivofrequently generate repetitive or single bursts of action potentials (Baranyi et al., 1993; Gray and McCormick, 1996). These bursts can occur with a relatively low intraburst frequency (<300 Hz) and be facilitated by slow wave sleep (Evarts, 1962, 1964), or they can occur with a higher intraburst frequency (>300 Hz) and be especially pronounced in the behaving animal (Gray and di Prisco, 1997). A subset of layer V pyramidal neurons generates intrinsic bursts of action potentials at 100–300 Hz, and depolarization of these cells typically results in inhibition of these burst discharges (McCormick et al., 1985; Chagnac-Amitai et al., 1990; Mason and Larkman, 1990; Wang and McCormick, 1993). In contrast, another subset of cortical neurons, called “chattering” cells, can generate bursts with intraburst frequencies of 300–750 Hz and interburst frequencies of 10–80 Hz (Gray and McCormick, 1996; Steriade et al., 1998). The generation of repetitive burst discharges in these neurons is correlated with the generation of gamma frequency (30–70 Hz) oscillations in the local field potential (Gray and Singer, 1989). Although the functional consequences of burst discharges are not yet fully known, several studies have suggested that bursts may form a particularly powerful or relevant signal within cortical networks (Lisman, 1997; Snider et al., 1998) as well as within the bursting neuron itself (Helmchen et al., 1999).
The mechanisms of intrinsic bursting have been investigated in several different cell types (Llinas, 1988; Jensen et al., 1994; Traub et al., 1994; Azouz et al., 1996; Raman and Bean, 1997). Generally, burst firing is accomplished through the activation of either a subthreshold membrane conductance that initiates action potentials or a suprathreshold membrane conductance that once activated evokes two or more action potentials. Calcium-, Na+-, and Ca2+-activated conductances have all been implicated in burst generation. Hippocampal (Wong and Stewart, 1992; Traub et al., 1994) and layer V neocortical (Schwindt and Crill, 1999) pyramidal cells may initiate somatic Na+ action potentials from a slow Ca2+ potential generated within the dendrites. Alternatively, bursts in subicular (Mattia et al., 1997) and sensorimotor cortical neurons (Franceschetti et al., 1995; Guatteo et al., 1996) may be generated through a voltage-dependent Na+ conductance, independent of Ca2+. Intracellular recordings in vivo from chattering cells suggest that these bursts are generated through an unidentified suprathreshold mechanism initiated by the occurrence of action potentials (Gray and McCormick, 1996).
Importantly, the firing properties of some cortical neurons can convert from single spiking to burst generating after prolonged activation (Kang and Kayano, 1994; McCormick and Nowak, 1996). The ability of a neuron to change its output pattern could play a role in modulating synaptic efficacy, because bursts may be a mechanism by which cortical synapses become more reliable (Lisman, 1997).
In the present paper, the ionic mechanisms underlying both chattering and induced chattering in cortical neurons were studied using the ferret in vitro slice preparation. Results indicate that chattering, as well as induced bursting, is dependent on a sodium current and is calcium independent.
MATERIALS AND METHODS
Preparation of slices and solutions. Slices were obtained from 1- to 9-month-old male or female ferrets (Marshall Farms). The ferrets were deeply anesthetized with sodium pentobarbital (30 mg/kg) and decapitated. The brain was removed quickly, and the hemispheres were separated with a midline incision. Coronal slices of visual cortex were cut using a DSK microslicer (model DTK-1000, Ted Pella, Inc.). To maintain tissue viability, a modification of the technique developed by Aghajanian and Rasmussen (1989) was used. During the preparation of the cortical slices, the tissue was kept in a solution in which NaCl had been replaced with sucrose, and the osmolarity was maintained at 307 mOsm. After preparation, the slices were maintained in an interface style chamber (Fine Scientific Tools) and allowed to recover for at least 2 hr at 34–36°C. The bathing medium contained (in mm): 124 NaCl, 2.5 KCl, 2 MgSO4, 1.25 NaH2PO4, 1.2 CaCl2, 26 NaHCO3, 10 dextrose, and was aerated with 95% O2, 5% CO2 to a final pH of 7.4. For the first 10 min that the slices were in the recording chamber, the bathing medium contained an equal mixture of the bathing and slicing solutions with 2.0 mm CaCl2. After this incubation period, the slice solution was switched to medium containing 1.2 mm CaCl2.
Sharp microelectrodes were pulled from medium-walled glass (1BF100; WPI) on a Sutter Instruments P-80 micropipette puller and beveled on a Sutter Instruments beveler to a final resistance of 80–120 MΩ. Electrodes were filled with 2 m potassium acetate (KAc) and sometimes with 1.5–2% (w/v) biocytin for subsequent histological identification of recorded cells.
To investigate the intrinsic mechanisms of high-frequency burst discharge in cortical neurons, ionic substitutions and pharmacological manipulations were used. In experiments examining the role of calcium in burst generation, several strategies were used. First, calcium was replaced in the bathing solution by 2 mmMnCl2(NaH2PO4 was also removed from the bathing solution to prevent precipitation). A second strategy was to backfill the tips of the intracellular microelectrodes with the calcium chelator BAPTA (Sigma, St. Louis, MO) in concentrations of either 50 or 100 mm. Finally, the antiepileptic ethosuximide, which may reduce t-type Ca2+channels, was added to the bathing solution (5 or 10 mm; Sigma).
The role of Na+ currents in burst generation was investigated using similar strategies. First, NaCl was replaced in the bathing medium with 126 mm cholineCl (leaving 27.25 mm Na+). Second, Na+ channels were blocked intracellularly using the quaternary lidocaine derivative QX-314 (10 mm in microelectrode; RBI, Natick, MA). Third, the Na+ channel blocker tetrodotoxin (TTX, 1 μm; Sigma) was either bath-applied or applied using a puffer pipette (see below). Fourth, the Na+ channel antagonist phenytoin was added to the bathing medium (120 μm; Sigma). Finally, the sea anemone sulcata toxin, ATX II (50 μmin pipette mixed in slice solution without divalent cations) (Calbiochem, La Jolla, CA), was pressure-ejected using brief pulses of pressurized N2 (10–250 msec; 200–350 kPa) applied to the back end of a micropipette (1–4 μm tip diameter) positioned on the surface of the slice in close proximity to the recording microelectrode. Each pulse resulted in the ejection of ∼1–20 pl of solution. ATX II acts specifically to impede sodium channel inactivation, trapping the Na+channel in a persistently conducting state (Romey et al., 1976; for review, see Alsen, 1983).
Intracellular recordings in vivo. To compare the electrophysiological properties of chattering cells in vitrowith those obtained in vivo, these properties were measured in a few cells obtained from the primary visual cortex of halothane/N2O-anesthetized cats during the performance of other studies (Gray and McCormick, 1996).
Data collection and analysis. Our present in vitro recordings were confined to layer II/III of the visual cortex because previous in vivo studies have identified chattering cells as residing within these layers (Gray and McCormick, 1996). Initially, extracellular recordings were made using tungsten microelectrodes (<1 MΩ; Fredrick Hare Co.) to determine both slice viability and the presence of chattering cells. Neocortical slices often have little spontaneous activity, and to search for the presence of chattering cells, the metabotropic glutamate agonist (1S,3R)-1-aminocyclopentane-1,3-dicarboxylic acid, (ACPD; Tocris Cookson Inc.) was pressure-applied (500 μm in pipette; see Fig. 1A). The extracellular recordings were digitized onto VCR tapes for subsequent off-line analysis using the Spike 2 data collection software (Cambridge Electronic Design). The effect of ACPD application was transient (see Fig. 1A) and appeared to have no long-lasting influences on the cellular activity. Additionally, ACPD was only used in the initial extracellular experiments to determine the existence and percentage of chattering cells in different extracellular Ca2+ concentrations and in ferrets of different ages. Intracellular recordings were attempted only in those slices in which the extracellular recordings demonstrated the presence of a significant number of chattering neurons. Typically, these slices appeared to be “healthiest” in that they also exhibited a high density of neurons that generated relatively thin action potentials, similar to those recorded in vivo. Intracellular recordings were performed with an Axoclamp 2B intracellular amplifier (Axon Instruments). These recordings were digitized at 44 kHz (Neuro-Corder DR-886, Neuro Data Instruments Corp.) and recorded to VCR tapes for subsequent off-line analysis.
Once a stable intracellular recording had been obtained (restingVm of −60 mV or more negative, overshooting action potentials, ability to generate repetitive spikes to a depolarizing current pulse), the cell was classified, according to its discharge pattern to an injected current pulse, as either intrinsically bursting (intraburst frequency <300 Hz), regular spiking, fast spiking, or chattering (repetitive generation of two or more spikes per burst with an intraburst frequency of >300 Hz) (McCormick et al., 1985; Gray and McCormick, 1996). Intrinsically bursting neurons typically discharge a single burst of action potentials, followed by repetitive single spikes, whereas chattering cells burst repetitively during maintained depolarization. Spiking characteristics of chattering cells were measured off-line using the Spike2 data collection system or Axoscope 8.0 (Axon Instruments). Statistics were computed using either Statview (Abacus Concepts) or Microsoft Excel on a PC.
Histology. After a recording was complete, the slice was then fixed in 4% paraformaldehyde in 0.1 m phosphate buffer. Slices were subsequently placed in 20% sucrose in 0.1m phosphate buffer, sectioned on a freezing stage sliding microtome at 60 μm thickness, and reacted using an ABC kit (Vector Laboratories, Burlingame, CA) (Horikawa and Armstrong, 1988). The sections were then mounted, dehydrated, defatted, and coverslipped using Permount mounting media. Sections were then observed using aZeiss Axioplan2 microscope, and images were captured using a ProgRes camera and Adobe Photoshop (Adobe) on a Macintosh computer. The general morphological features of the filled cells, as well as their laminar locations, were then noted.
RESULTS
Although extracellular and intracellular recordings in vivo have previously described the presence and properties of a subgroup of neurons, called chattering cells, that generate high-frequency (>300 Hz) burst discharges composed of relatively short duration (<0.6 msec measured at half height) action potentials, these cells are not commonly found in slices of cerebral cortex maintainedin vitro. One possible explanation of the low incidence of chattering cells in vitro is that the discharge mode of these cells depends critically on factors modified by the in vitro technique. Therefore, as a first step in the present study, we determined what conditions are required for the occurrence of chattering in vitro. For that purpose we performed a series of extracellular recording experiments (13 experiments, 315 single-unit recordings) while neurons were activated by local application by pressure ejection of the metabotropic glutamate receptor agonist ACPD (500 μm in the pipette). ACPD was used only for the experiments in which we assessed the frequency of chattering cells using extracellular recording techniques; ACPD was not used for any subsequent recording experiments.
Two differences between in vitro and in vivostudies were examined. The first was the age of the animal. Previousin vivo intracellular recordings of chattering cells were obtained from adult cats (Gray and McCormick, 1996; Steriade et al., 1998), whereas most in vitro studies make use of young animals. The second difference corresponds to differences in the ionic environment, especially concerning extracellular calcium concentration. The extracellular calcium concentration measured in brain interstitial fluid is ∼1.2 mm (Hansen, 1985), whereas, traditionally, in vitro studies are performed with extracellular calcium concentration of 2 mm or more.
Figure 1A,a shows a typical in vitro extracellular recording performed in a slice isolated from an adult (>3 months) ferret and maintained in an ACSF containing 1.2 mm calcium. The application of ACPD induced firing in a previously silent cell. Closer examination of the response (A,b, expanded trace) reveals that the firing consisted of high-frequency bursts of two to three action potentials each. The graph in Figure1A,c represents the instantaneous firing frequency for the same cell and for the same epoch. Two frequency bands can be seen. The first one, which remains constant at ∼420 Hz, corresponds to the intraburst frequency; the second one, between 1 and 11 Hz, corresponds to the interburst frequency that increases and then slowly decreases in response to application of ACPD. Note that although the interburst frequency varies in the 10-fold range, the intraburst frequency remains constant, a feature typical of chattering cells.
The incidence of high-frequency (>300 Hz) bursting neurons in the supragranular layers exposed to different calcium concentrations during the extracellular recording experiments performed in adult (>3 months) animals is summarized in Figure 1B. High-frequency repetitive bursting neurons, using extracellular recording techniques, were observed in only 5% of the cells with 2 mmextracellular calcium; the incidence increased to 39% when 1.2 mm extracellular calcium concentration was used. The effect of calcium on the incidence of high-frequency bursting neurons is highly significant (χ2 test,p < 0.0001).
The age of the animal also had a profound effect on the probability of observing high-frequency bursting neurons. With 1.2 mmcalcium concentration in the ACSF, no cell with burst frequency >300 Hz could be observed in ferrets between 1 and 2 months old (Fig.1C). In ferrets between 2 and 3 months old, the incidence of high-frequency bursting neurons was only 5%, but it increased, as mentioned previously, to 39% for ferrets older than 3 months. The effect of age on the incidence of high-frequency bursting neurons is also highly significant (χ2 test,p < 0.0001).
High-frequency bursting neurons as described above may not be equated with chattering cells; instead, the high-frequency bursting observed could have been an effect of ACPD on neurons that otherwise would not have generated such bursts. Intracellular recordings in the absence of ACPD confirmed, however, that chattering cells were observed only in animals that were older than 3 months of age. Recordings from visual cortical slices obtained from ferrets that were between 2 and 3 months of age revealed regular spiking (n = 24), intrinsically bursting (n = 4), or fast spiking neurons (n = 1) but no chattering cells (1.2 mm Ca2+ used), whereas intracellular recordings from animals that were 4 months of age or older did confirm the presence of chattering cells (Fig.2).
As a result, all subsequent experiments used visual cortical tissue obtained from ferrets that were at least 4 months old. In these conditions, and provided the ACSF contained only 1.2 mmcalcium, chattering cells similar in all respects to those recordedin vivo (Fig. 3) could be recorded, although with intracellular recordings their incidence was lower than when using extracellular recording techniques (approximately only 4% of neurons recorded from intracellularly were classified as chattering cells). It is unclear why chattering cells were less frequently encountered using intracellular recording techniques. We did find it more difficult to obtain stable recordings from chattering cells than regular spiking pyramidal cells. Similarly, interneurons are also encountered at frequencies lower than predicted based on the known cytology. One possibility is that the chattering state of action potential generation can be disrupted by the small leak associated with sharp electrode recording.
The effects of calcium may be related to the fact that decreasing extracellular Ca2+ increases excitability in neuronal tissue (Frankenhaeuser and Hodgkin, 1957; Hille 1968). Extracellular Ca2+ has been proposed to stabilize ionic pores within the membrane and screen charges in the vicinity of the plasma membrane (Hille, 1992). Thus decreasing extracellular Ca2+ renders the cells more excitable and perhaps more likely to “chatter.”
Spiking characteristics of chattering cells
Chattering neurons in vitro (n = 67) were characterized by the generation of repetitive high-frequency bursts of action potentials in response to the intracellular injection of depolarizing current pulses (Fig. 2A). This pattern of repetitive burst generation is different from the behavior of the intrinsic burst-generating (IB) pyramidal cells that are most often recorded in layer V. In IB cells a burst of action potentials typically occurs only once at the beginning of the pulse response and is followed by repetitive single action potential discharge (McCormick et al., 1985). Alternatively, these cells may generate repetitive bursts, but only at a relatively low interburst frequency of <15 Hz (Agmon and Connors, 1989). One way to quantify the inactivation of burst discharge is to calculate the ratio of the number of bursts present in the first half of the pulse to the number of bursts for the whole pulse. For chattering cells as a population, this ratio was found to be 62 ± 7% (n = 11, range 51–70%). For IB neurons recorded in layer II/III under the same conditions as for the chattering cells, this ratio averaged 98 ± 4% (n= 6, range 89–100%).
Another defining characteristic of chattering cells is their high intraburst frequency. At the population level, the mean intraburst frequency is 400 ± 57 Hz (n = 11, range 310–473 Hz). This is considerably higher than for IB neurons (166 ± 36 Hz, n = 6). Action potential width (measured at half height for the first action potential of the bursts) for chattering cells averages 0.40 ± 0.11 msec (n = 11, range 0.21–0.54). This is significantly less (t test,p = 0.03) than the width obtained for regular spiking cells recorded in the same conditions (0.53 ± 0.15 msec,n = 15, range 0.18–0.75), although the distribution of spike width for the two populations shows considerable overlap. The duration of action potentials in chattering cells was also significantly (p = 0.0015) less than spike width in IB neurons (0.61 ± 0.10 msec, n = 6, range 0.45–0.69 msec).
The action potential height for chattering cells (measured from spike threshold, for the first spike of the burst) averaged 74 ± 22 mV. This was not significantly different from action potential height for regular spiking (77 ± 6 mV; p = 0.6) or for IB neurons (82 ± 8 mV; p = 0.4). In chattering cells, the amplitude of the first action potential within the burst is the largest, with subsequent action potentials having only slightly smaller amplitudes, attributable most likely to Na+ channel inactivation. On average, the second action potential of the burst displayed a height 10% smaller than that of the first, owing to changes in both the maximal height of the action potential and a small increase in action potential threshold (Figs. 3A,4A).
An important property of action potential generation in chattering neurons is that each action potential or burst of action potentials was followed by a fast afterdepolarization (ADP) (see below and Figs. 3, 4). A couple of cells showed features intermediate between bursting and chattering cells (see traces in Figs.10C, 12A). Similarly to bursting neurons, these cells generate a burst of action potentials only at the beginning of the current pulse. However, these cells displayed spike width (<0.5 msec) and intraburst frequency (>300 Hz) similar to those of chattering cells (these cells have not been included for the comparative statistics given above). Another feature of these cells was the prominent ADP that followed single action potential firing. These cells typically could be induced to chatter with steady depolarization, as described in the second part of Results (see below).
In chattering cells, increasing the intensity of the injected current pulse decreased the interburst interval and therefore increased the number of burst discharges (n = 23 of 23 chattering neurons tested). For the chattering cell shown in Figure2A, the interburst frequency in response to a +0.4 nA, 120 msec pulse was 25 Hz and at +1.0 nA it was 50 Hz.
The burst frequency (for all bursts, averaged for each current intensity) as a function of current injected is illustrated for another cell in Figure 2B. For this cell the slope of the regression line is 54 Hz/nA. At the population level, the slope of the burst rate versus injected current was 58 ± 23 Hz/nA (range 30–116 Hz/nA, n = 11). According to the regression line obtained between current injected and burst frequency, the amount of current required to obtain a burst discharge at 40 Hz is 0.77 ± 0.19 nA (range 0.50–1.10 nA), which is well within the range of the net synaptic current that cortical cells receive during responses to visual stimuli (Ahmed et al., 1998).
Typically, the number of action potentials in the first burst is greater than the number of spikes in the next bursts (Fig.2A). In general, the number of action potentials within a burst remains constant with increasing intensities of current injections. However, the number of action potentials in the first burst increased with increasing intensity of depolarizing current injected (Fig. 2A).
Interburst frequency versus current injected was also quantified for the successive bursts of the discharge (Fig.2C,D). This analysis revealed that chattering cells did not show obvious adaptation in their burst discharge (Fig.2C). In fact, we found that chattering cells displayed the opposite of adaptation, with the interburst frequency for the second interburst interval often being shorter than for the first. As a consequence, the slope for the first interburst frequency versus current injected is less steep than for the second or third (Fig.2D). This was true also at the population level, for which the first interburst frequency versus current slope (43 ± 22 Hz/nA) was less steep than the one for the second (62 ± 27 Hz/nA) and third (63.7 ± 24 Hz/nA) interburst interval. When expressed as a ratio, the slope for the first interburst interval represented 64.7% that of the second interburst interval. The difference was found to be statistically significant (pairedt test, p = 0.001 for first vs the second interburst, p = 0.005 for first vs third interburst interval). One possible explanation for this behavior is the occurrence of a larger number of spikes during the first burst, compared with those that follow. This larger number could lead to a stronger activation of potassium currents that would slow down the burst firing rate (see Fig. 9).
Previous studies have demonstrated that spike frequency adaptation results from the activation of various K+currents, particularly a slow Ca2+-activated K+ current that underlies the slow AHP (Storm, 1990). Chattering neurons did not exhibit a significant slow AHP after the cessation of a 120–500 msec duration depolarizing current pulse with repetitive bursts of action potentials. Rather, these cells exhibited an AHP of 5.28 (±1.68; n = 9) mV in peak amplitude and 153.13 (±122.47) msec in duration (Figs.2A, 3A).
Another characteristic of chattering cells was their ability to discharge either a single action potential or bursts of action potentials depending on the duration of the intracellularly injected depolarizing current pulse, both in vivo (Fig.3C) (n = 5) and in vitro (Fig.4C) (n = 8). The initiation of the first action potential in these neurons appeared to arise from the passive charging of the membrane in response to the depolarizing current pulse (Figs. 3A,B,4A,B). Shortening the current pulse to 1–2 msec resulted in the initiation of only single action potentials, and these spikes displayed a fast afterhyperpolarization (AHP) followed by a fast afterdepolarization (Fig.3B,C,4B,C). This afterdepolarization appears to be actively generated and superimposed on the fast AHP, because the depolarizing phase of the fast AHP is much quicker than expected given the membrane time constant of these cells.
Increasing the duration of the depolarizing current pulses resulted in the afterdepolarization becoming suprathreshold for the generation of additional action potentials, until a burst of three to six spikes occurred (Figs. 3C,4A,C). Within a burst, each subsequent action potential was triggered at more depolarized levels (Fig. 4A, dashed line) until the burst was terminated by an ADP that did not exceed spike threshold. Further increases in the duration of the depolarizing current pulse did not further increase the number of action potentials, because the burst was terminated by an afterhyperpolarization. After this afterhyperpolarization, additional bursts could occur, given a depolarizing current pulse of sufficient duration (Figs. 3A,4A). No return excitation or “reverberation” was observed in these cells after cessation of the depolarizing current pulse, indicating that the chattering state of action potential generation required maintained depolarization.
Morphology of chattering cells
All morphologically identified chattering cells (n= 5) were pyramidal neurons in layer II/III and exhibited spiny apical dendrites extending to layer I where a terminal tuft was formed, similar to chattering cells that were intracellularly labeled in vivo (Gray and McCormick 1996). With this small sample, chattering cells could not be easily differentiated from other pyramidal cells within the supragranular layers, including regular spiking neurons (n = 12) and cells that could be induced to chatter (n = 7). Fast spiking neurons that were morphologically identified (n = 3) were all nonpyramidal and possessed aspiny or sparsely spiny dendrites (data not shown).
The subthreshold I–V plot in chattering cells is relatively linear
Unlike burst-generating thalamic neurons, chattering cells show little if any inward rectification or depolarizing “sag” in response to the intracellular injection of hyperpolarizing current pulses (n = 7). A series of membrane potential traces obtained in response to depolarizing and hyperpolarizing current pulses is presented in Figure 5B. TheI–V plot (Fig. 5C) indicates that the resistance measured at the beginning of the plateau of the voltage deflection is not significantly different from the one measured near the end of the current injection. These results suggest that chattering cells possess little, if any, of the time-dependent anomalous rectifier conductance known as IAR orIh.
Burst generation does not depend on calcium entry
In many neuronal cell types, calcium plays an important role in shaping their discharge patterns. To investigate the role of calcium in burst generation in chattering cells, calcium was removed from the bathing solution and replaced with 2 mmMn2+ (n = 4). In all four cases the neurons continued to discharge bursts of action potentials, even after ∼1 hr in the low Ca2+-containing solution (Fig.6A,B). Removing extracellular Ca2+ also did not affect the fast AHP after each action potential (Figs.6B,D). Similarly, in extracellular recordings of single chattering neurons, reducing the bath concentration of Ca2+ to 0.5 mm and raising Mg2+to 8–10 mm also did not inhibit repetitive burst firing in putative chattering cells that were activated by ACPD or the muscarinic agonist acetyl-β-methylcholine (n = 4; data not shown). However, decreasing extracellular calcium did affect the interburst interval, by lengthening it (Fig. 6, compareA and B). From this data it does not appear that calcium has an essential role in the generation of burst discharges, because they, as well as the fast afterdepolarization after single action potentials, are still generated after the block of transmembrane Ca2+ conductances (Fig.6A,B).
To further examine the role of Ca2+ in burst generation, recordings were made with microelectrodes filled with the calcium chelator BAPTA (either 50 mm; n= 9; or 100 mm, n = 2) (Fig.6D,E). In no instance (n = 11) did BAPTA prevent the generation of burst discharges and spike ADPs. Similar to the 0 mmCa2+ condition, chelating intracellular calcium led to an increase in the duration on the interburst interval after BAPTA had diffused into the neuron but did not affect spike duration or the fast spike afterhyperpolarization in chattering cells. In contrast, intracellular recordings in regular spiking neurons with electrodes containing BAPTA (n = 9) revealed a decrease in spike frequency adaptation and a broadening of the action potentials, confirming that this Ca2+chelating agent was diffusing into the neurons (data not shown) (Lancaster and Nicoll, 1987). Interestingly, fast spiking neurons that have action potentials with characteristics (rise times, width at half amplitude, rate of repolarization) similar to those of chattering cells also showed no effect due to the BAPTA manipulation (n= 2). Previous research has demonstrated neurons whose action potentials were also unaffected by BAPTA or similar Ca2+ manipulations in the hippocampus (Niesen et al., 1991; Pineda et al., 1998), the spinal cord (Zhang and Krnjevic 1988), and the neocortex (Schwindt et al., 1992; Chen et al., 1996). To account for this result, it was argued that the duration of the action potentials in these cells were too short for strong activation of Ca2+-dependent K+ currents, and therefore BAPTA, or the block of transmembrane Ca2+ currents, were without effect (Schwindt et al., 1992; Chen et al., 1996).
In thalamocortical neurons, bursts of action potentials are generated by low-threshold Ca2+ spikes (Llinas, 1988). To investigate whether a similar mechanism contributed to the generation of high-frequency bursting in chattering cells, the t-type Ca2+ channel antagonist ethosuximide was added to the bathing solution while we recorded from chattering cells (2 mm, n = 3; 5 mm,n = 5; 10 mm, n = 1). In all nine cases chattering was not inhibited by ethosuximide despite an order of magnitude range of concentrations. Taken together, these results implicate calcium as being important in the regulation of the interburst interval but not essential in the generation of burst discharges.
Burst generation is dependent on Na+ entry
To study the role of Na+ in burst generation, NaCl was replaced with equimolar cholineCl. As can be seen in Figure 7, chattering was inhibited in this neuron after 20 min of infusion of the cholineCl solution without abolishing action potential generation (Fig. 7, compare Aand B) (n = 2). Additionally, decreasing extracellular Na+ decreased and eventually eliminated the ADP before action potential generation was inhibited (Fig. 7C). This result implicates a Na+ current in the generation of the single spike ADP.
To further study the role of Na+ in the generation of spike afterdepolarizations, neurons were recorded with electrodes backfilled with the intracellular Na+ channel blocker QX-314 (10 mm dissolved in 2 m KAc). The effective concentration of QX-314 was determined initially by varying its concentration within the electrode from 1 μm to 100 mm; 10 mm was picked because it inhibited action potential generation consistently after 12–15 min, and this effect occurred slowly enough that the action on the spike ADP could be observed in regular spiking pyramidal cells that had relatively thin spikes followed by an ADP. QX-314 was generally effective (n = 8 of 11) in reducing the amplitude of the ADP in these neurons before decreasing the number of action potentials evoked per 120 msec depolarizing pulse (+0.5 nA). The intracellular infusion of QX-314 into chattering cells (n = 2) blocked the generation of repetitive burst discharges before the complete inhibition of action potentials (Fig.8A). Additionally, the slow depolarizing potential on which the action potentials are initiated was reduced in amplitude by QX-314.
QX-314 modulates various channels in addition to Na+ channels, such as calcium and potassium currents (Connors and Prince, 1982). As has been demonstrated in this study, reducing Ca2+ flux does not affect the burst properties of chattering cells. QX-314 also effects the flicker K+ channel (Brau et al., 1995) as well as the GABAB-dependent K+ current (Nathan et al., 1990), both of which are unlikely to play a role in the bursting behavior of these cells. Additionally, QX-314 modulates the hyperpolarization-activated cation current, Ih (Perkins and Wong, 1995), but based on the lack of a major sag in response to hyperpolarizing current pulses (Fig. 6B), this does not appear to invalidate the reported result. Thus it appears likely that the inhibition of bursting by QX-314 is attributable to its effects only on Na+ currents. Similarly, either bath or puffer application of the Na+ channel blocker TTX (1 μm) initially inhibited bursting (Fig.8B), resulting in the neuron responding with a train of single action potentials in response to a depolarizing current pulse (n = 3 of 3). Subsequently, action potential initiation was completely blocked.
The role of sodium in the generation of chattering behavior was further examined using bath application of the anti-epileptic phenytoin (n = 3). Phenytoin decreases neuronal excitability by modulating Na+ currents, specifically by decreasing the persistent Na+ current (Chao and Alzheimer, 1995; Segal and Douglas, 1997). Bath application of 120 μm phenytoin inhibited the chattering mode of action potential generation before inhibiting the generation of action potentials (Fig. 8C). The action of phenytoin was not attributable to just an overall decrease in cell excitability, because even stronger depolarizing pulses (>0.5 nA) could not evoke repetitive bursts (n = 3 of 3).
The interburst interval is generated by an afterhyperpolarization
The cessation of action potential generation in a burst occurs when the spike fast afterdepolarization does not reach action potential threshold. After the generation of a burst of spikes there is an afterhyperpolarization that appears to be actively generated, because it hyperpolarizes the membrane potential below its resting level (Figs.2A,9A,C) and becomes increasingly larger with increasing numbers of action potentials (Figs. 7A, 9A). Block of action potential generation with QX-314 included in the recording microelectrode (10 mm) or bath application of tetrodotoxin (1 μm) revealed that AHP was also an active process at more depolarized membrane potentials (Fig.9C) (n = 3). Although the ionic mechanisms of this afterhyperpolarization were not examined, it is most likely generated by a K+ current (Chen et al., 1996). The persistence of this AHP in 0 mmCa2+ medium and after BAPTA infusion suggests that it is not critically dependent on Ca2+-activated K+ currents for its generation. It is unlikely that the hyperpolarization-activated cation currentIh plays a significant role in the generation of this afterhyperpolarization (McCormick and Pape, 1990), because chattering cells do not exhibit time-dependent inward sag on hyperpolarization (Fig. 5), and the AHP occurs at depolarized as well as hyperpolarized levels.
Repolarizing phase of the chattering cell action potential
Examination of the derivative of the action potential waveforms revealed that the peak rate of repolarization of the chattering cell action potential (201.05 ± 19.19 V/sec, n = 11) is faster than that of regular spiking neurons (153.04 ± 23.82 V/sec, n = 15) but not significantly so (ttest, p > 0.05). Computing the ratio of the peak rate of rise to the peak rate of fall for chattering cells (3.09 ± 0.04, n = 11) and regular spiking neurons (3.93 ± 0.02, n = 15) reveals a significant difference (t test, p < 0.03). The repolarizing phase of the chattering cell action potential was sensitive to bath application of TEA (1 mm, n = 2; 5 mm, n = 3) but was not sensitive to bath application of the A-type K+ channel antagonist 4-AP (5 mm, n = 3). Although preliminary, these results suggest that a fast non-A-type K+ current may mediate the repolarizing phase of the chattering cell action potential, as recently suggested for fast spiking interneurons (Erisir et al., 1999).
Induction of rhythmic burst discharges
In 20 regular spiking neurons, the injection of a prolonged (300–1000 msec) depolarizing current pulse resulted in a train of single action potentials that exhibited relatively little spike frequency adaptation. In addition, in these cells, each action potential was followed by a fast AHP and a prominent ADP (Fig.10D). Using several different manipulations, neurons with these spiking characteristics could be induced to discharge bursts of action potentials (Fig. 10). Four different protocols were used to switch a neuron from discharging trains of single action potentials to rhythmic bursts of action potentials (chattering): (1) intracellular injection of constant depolarizing current (∼1.0 nA) for 15–60 sec; (2) intracellular injection of 30 +1.0-nA step pulses (500 msec duration); (3) raising of extracellular K+ from 2.5 to 5.0 mm; and (4) potentiation of the persistent Na+ current by the extracellular application of the sea anemone toxin ATX II.
Current injection induces rhythmic bursting
Intracellular injection of constant depolarizing current (approximately +1.0 nA) for 15–60 sec converted a subset of neurons from repetitive single action potential discharges to the generation of repetitive doublets or triplets (bursts) of action potentials (n = 10) (Figs. 10,11). Three characteristics appeared to be important for a neuron to be able to be converted in this manner: a relatively short duration action potential (width at half height <0.7 msec), and the generation of a fast AHP and a fast ADP after each action potential (Figs. 10, 11). The generation of a prolonged (15–60 sec) period of action potentials through the injection of depolarizing current results in a broadening of the action potential by slowing the repolarizing phase (see below), allowing the spike ADP to become suprathreshold for the activation of an additional spike (Figs. 10,11). After the induction procedure, the threshold for action potential initiation was at a more depolarized level for the first spike within the burst, and subsequent action potentials within the burst had thresholds at even more depolarized levels (paired t tests,p values < 0.05). Additionally, there was no observable change in Rin before versus after induction (paired t tests, p values > 0.05). In control experiments, neither regular spiking neurons with spike width at half amplitude >0.8 msec (n = 16) nor fast spiking presumed interneurons (n = 4) were convertible by constant depolarizing current injections.
Step pulses similar to those used by Kang and Kayano (1994) and of the same magnitude as the constant depolarizing current (+1.0 nA) could also induce repetitive doublet or triplet discharge (n= 11). Comparing the two protocols revealed that neurons that were able to be induced to burst with constant current were also inducible with the injection of 30 500-msec pulses delivered at 1 Hz (n = 9 of 9), and the results of induction with step pulses were indistinguishable from those using constant depolarizing current. Following either the constant current or step pulse induction protocols, the repetitive bursting mode lasted for 30–60 sec before recovery to discharging trains of single action potentials (Fig. 10). The repetitive bursting mode was characterized by an initial discharge of three to four action potentials followed typically by repetitive doublets (Figs. 10, 12,13). In many instances the induced bursting resembled the discharges observed in similar current pulses in chattering cells, but several neurons after induction had <300 Hz intraburst spike frequencies. For purposes of analysis, all induced neurons were considered equivalent.
Closer examination of the action potentials and the first derivative of their voltage revealed that induction of repetitive bursting was associated with a striking loss of the fast afterhyperpolarization, which allowed the afterdepolarization after each action potential to initiate additional spikes (Figs. 10D,11A). In addition, induction of repetitive bursting was associated with a broadening of the action potential and a decrease in the maximal rate of fall of each spike. Quantitative analysis revealed that the spike widths of the action potentials after induction (0.64 ± 0.14 msec) of rhythmic bursting were significantly broader than the preinduction action potential (0.5 ± 0.12 msec, paired t tests, n = 8, p values <.05). Recovery from induction was associated with a reversal of these effects (Figs. 10D, 11B). Thus it appears that induction of repetitive burst firing results from a loss of the fast afterhyperpolarization, which broadens the action potential and allows the unmasking or further expression of a slow inward current underlying the ADP. The result of these two phenomena is that when the membrane repolarizes it reaches a more depolarized level that is still above threshold, and thus an additional action potential is generated and bursting is induced.
Interestingly, during the induction procedure, the derivative of the action potential revealed two distinct phases of rapid upswing during the rising phase of the action potential (Fig. 11A). Closer examination of the action potentials revealed that the transition between these two phases appeared as a “hump” on the rising phase of the action potential (data not shown). Indeed, we often noted with intracellular recordings that when chattering cells deteriorate, their action potentials fractionate into two active components, with the small component being generated first (data not shown). These results suggest that the action potentials in chattering cells are generated in at least two compartments, presumably being initiated in the initial segment of the axon, followed by propagation and generation of the action potentials in soma and/or dendrites (Stuart and Sakmann, 1994; Stuart et al., 1997).
Raising extracellular K+ induces bursting
The generation of bursts of action potentials appears to rely on the interplay of the fast AHP and ADP after action potential generation. To test this hypothesis, we increased [K+]o to determine whether this may induce the generation of repetitive burst discharges (Fig. 12). Indeed, increasing [K+]o from 2.5 to 5.0 mm changed the response of a subset of cortical neurons from the generation of a train of single action potentials to the generation of repetitive doublets of action potentials (Fig. 12). Comparison of the action potentials in the normal and high K+ conditions revealed that spikes were broadened, the amplitude of the fast AHP was decreased, and the spike ADP became suprathreshold for the initiation of an additional action potential (Fig. 12, inset).
The raising of extracellular K+ was effective in inducing repetitive doublet firing in five of six neurons tested, all of which had prominent ADPs. For three of these five neurons, current injections were also used to induce repetitive doublet firing. The pattern of action potential generation after current-induced alterations and those induced by raising [K+]o were similar (data not shown).
Potentiation of the persistent Na+ current induces bursting
To examine whether modifications of the inactivation of Na+ currents could induce chattering, we applied the sea anemone toxin ATX II. This toxin reduces Na+ channel inactivation but does not affect activation (Romey et al., 1976; Alsen, 1983). Local application of ATX II (50 μm in pipette) to neurons that exhibited relatively short duration action potentials and an ADP after each action potential resulted in the conversion of trains of single spikes to repetitive bursting (Fig. 13) (n = 4). In three of these cells, the intracellular injection of constant current (before ATX II application) also induced repetitive burst firing. The induction by ATX II was irreversible, unlike the above cases in which the bursting was only transitory, lasting for 20 sec to 1 min after current induced bursting or only as long as K+ was elevated.
DISCUSSION
Extracellular recordings in awake, behaving animals reveal that bursts of action potentials at rates of >300 Hz are relatively common (Bair et al., 1994; Gray and di Prisco, 1997). These bursts may occur singly or in a repetitive manner, such as during the generation of gamma-frequency oscillations (Gray and Singer, 1989), and at least some of these bursts are generated through intrinsic membrane mechanisms (Calvin and Sypert, 1976; McCormick et al., 1985; Gray and McCormick, 1996; Steriade et al., 1998). The intrinsic generation of high-frequency (>300 Hz) bursts occurs in cat motor cortex pyramidal and nonpyramidal tract neurons (Calvin and Sypert, 1976; Baranyi et al., 1993; Steriade et al., 1998; Kitagawa et al., 1999), in superficial pyramidal neurons of the cat primary visual cortex (Gray and McCormick, 1996), in supragranular and infragranular pyramidal cells in cat association cortex (Steriade et al., 1998), in the somatosensory cortex of raccoon in vivo (Istvan and Zarzecki, 1994) and of cat in vitro (Kitagawa et al., 1999), and in the visual cortex of the ferret in vitro (present study). This pattern of high-frequency burst discharges has been termed chattering (Gray and McCormick, 1996), fast rhythmic bursting (Steriade et al., 1998), and noninactivating bursting (Baranyi et al., 1993).
Ionic mechanisms of intrinsic burst generation in cortical neurons
Previous studies of the ionic mechanisms of burst generation in cortical neurons have focused largely on low-frequency (<300 Hz) burst firing in large layer V neocortical pyramidal cells or in hippocampal pyramidal neurons. These bursts appear as an all-or-none discharge of two to five action potentials with each successive spike decreasing in amplitude and broadening in duration and may be generated by either the activation of a slow Ca2+ current in the dendrites (Helmchen et al., 1999; Schwindt and Crill, 1999) or the generation of a Na+-dependent spike afterdepolarization (Franceschetti et al., 1995; Azouz et al., 1996;Guatteo et al., 1996; Jensen et al., 1996).
Our present results strongly support the role of Na+, but not Ca2+, currents in the initiation of a spike afterdepolarization that is critical for the generation of high-frequency burst discharges in chattering neurons. Two important factors in the generation of high-frequency burst discharges were short duration action potentials, which allow the occurrence of high-frequency (>300 Hz) burst discharges, and the activation of a fast spike afterdepolarization that was large enough to reach spike threshold for the initiation of an additional action potential (Fig.4). The intracellular injection of short-duration depolarizing current pulses did not generate burst discharges in these cells in an all-or-none fashion. The generation of a high-frequency burst required both the maintained depolarization of the cell with the intracellular current injection as well as the occurrence of an afterdepolarization. This result suggests that these cells may generate action potentials either singly, in response to a short-duration depolarizing postsynaptic potential, or in bursts, with varying numbers of action potentials, depending on the duration of the underlying synaptic depolarization. The number of spikes is limited, however, to typically four or five, owing to the activation of ionic currents that repolarize the membrane (Fig. 9).
Calcium plays a minor role in burst generation
The block of transmembrane Ca2+currents with low Ca2+ and added Mn2+ did not block high-frequency burst firing in our experiments, indicating a nonessential role for transmembrane Ca2+ entry in the generation of these events. Similarly, the intracellular chelation of Ca2+ with BAPTA also did not block the generation of high-frequency burst discharges. However, this evidence is less strong because the chelation of intracellular Ca2+ may enhance burst firing in some cortical neurons, presumably through the removal of Ca2+-dependent inactivation of Ca2+ currents (Friedman and Gutnick, 1989).
This is not to say that Ca2+ plays no role in the generation of chattering. In fact when chattering cells were recorded in bathing solution without Ca2+or with electrodes filled with BAPTA, there was an increase in the intraburst frequency and a decrease in the interburst frequency. Thus it appears that Ca2+ can modulate the interburst frequency of chattering cells (Fig.14B).
The activation of a Na+ current underlies bursting in chattering cells
The activation of a Na+ current plays an important role in burst generation in chattering cells, because replacement of NaCl with cholineCl, the extracellular application of tetrodotoxin or phenytoin, and the intracellular infusion of QX-314 all inhibited the fast spike afterdepolarization and bursting before inhibiting action potential generation (Franceschetti et al., 1995;Azouz et al., 1996). In addition, in our experiments, reduction of Na+ current inactivation with the sea anemone toxin ATX II induced rhythmic high-frequency burst discharges.
One possibility is that chattering and the spike afterdepolarization are generated by the activation of a persistent Na+ current in the soma and/or dendrites. The persistent Na+ current is activated rapidly (French et al., 1990; Kay et al., 1998), does not inactivate (Taylor, 1993), is active at membrane potentials close to spike threshold (Gilly and Armstrong, 1984; for review, see Crill, 1996), and is blocked by QX-314 before effects on the Na+ current underlying action potential generation (Stafstrom et al., 1985; Hu, 1991). Thus affectingINap even slightly could have significant effects on the spiking output of a neuron (Alzheimer et al., 1993a). A recent computational model of chattering suggested that the activation of a Na+current in the dendrites, by the occurrence of action potentials in the initial segment or soma, could result in the spike afterdepolarization and therefore the generation of high-frequency burst discharges (Wang, 1999). In this mechanism, the depolarization provided by the activation of Na+ currents in the dendrites provides a slow depolarization to the spike generating mechanism in the soma, thereby initiating an additional action potential. In this manner, the soma and dendritic Na+ currents interact in somewhat of a “ping-pong” (reciprocal) mechanism for the generation of burst discharges.
Factors influencing chattering in vitro
The generation of rhythmic high-frequency burst discharges is not generally observed with the in vitro slice technique. Several possible variables may contribute to this, including the age and species of the animals used, the temperature and composition of the ionic medium, and the style of recording chamber (e.g., interface or submerged). We have not observed chattering cells in vitroin tissue from ferrets that are less than ∼4 months of age. In rats, the action potential, the persistent Na+current, and the ability to generate bursts are not mature until ∼1 month postnatally (McCormick and Prince, 1987; Huguenard et al., 1988;Alzheimer et al., 1993b; Franceschetti et al., 1993).
An additional important factor is likely to be the composition of the ionic medium. We observed a significantly higher number of chattering cells in medium containing 1.2 mmCa2+, and recently we have also observed that lowering Mg2+ from 2.0 mm to a more physiological level of 1.0 mm and raising K+from 2.5 mm to a more physiological value of 3.5 mm also significantly enhances the incidence of chatteringin vitro (our unpublished observations). Another important variable is likely the species of animal used, because chattering cells have not yet been observed in rodent cortex.
Is chattering a cell type or a discharge mode?
Our present results, and those of Kang and Kayano (1994), suggest that some cortical neurons may fire in both a “regular spiking” and a repetitive bursting mode similar to chattering. Neurons that we could induce to chatter exhibited relatively short-duration action potentials, a fast spike afterhyperpolarization, and a fast afterdepolarization (Fig. 10). The induction of fast rhythmic bursting with current injection is associated with a broadening of the action potential, a decrease in the amplitude of the fast AHP, and an increase in the ability of the ADP to activate additional spikes. In other studies, increasing extracellular K+(Jensen et al., 1994) and the application of ATX II (Mantegazza et al., 1998) have transformed single spiking neurons into ones that discharged bursts of action potentials to a depolarizing step pulse.
The critical factor in this transformation appears to be the reduction in the fast afterhyperpolarization, which then allows the ADP to reach spike threshold (Fig. 4). The reduction of the fast AHP could be caused by a decrease in the driving force of K+, perhaps from accumulation of K+ in the pericellular space (Frankenhaeuser and Hodgkin, 1956). The slow reversion of the cell back to regular spiking then may represent the clearing of this excess K+. Alternatively, the fast AHP could reduce owing to changes in the K+ channels themselves, such as in the voltage sensing mechanism. Another mechanism by which repetitive burst firing may be induced is through the enhancement of the Na+ current underlying the afterdepolarization, such as through a decease in Na+ channel inactivation (Fig. 13). Interestingly, the activation of muscarinic or glutamate metabotropic receptors can induce, or enhance the induction of, chattering (McCormick and Nowak, 1996).
Does mode switching occur naturally? It is not yet known whether neurons in vivo switch between regular spiking and rhythmic bursting, although a significant incidence of burst firing occurs in awake behaving animals (Otto et al., 1991), and increases in extracellular K+ to 5.0 mm or greater can occur in the neocortex during sensory stimulation (Singer and Lux, 1975; Poolos et al., 1987). Importantly, epileptic seizures are associated with even higher levels of extracellular K+, suggesting that the induction of high-frequency bursting in cortical neurons may contribute to these events (Orkand, 1980; Pumain et al., 1987).
Are chattering cells actually regular spiking cells in the “chattering mode”? We have not observed chattering neurons, with either extracellular or intracellular recordings, to change to the regular spiking mode in the absence of stimulation or after hyperpolarization. This suggests that a subset of cortical neurons are persistent chatterers and therefore identified as chattering cells (Gray and McCormick, 1996), whereas others may merely be induced to discharge in the chattering mode.
Functional consequences of burst discharges
Many cortical synapses appear to have high failure rates (Allen and Stevens, 1994), and thus the fidelity of information transfer between presynaptic and postsynaptic elements can be relatively low (Allen and Stevens, 1994; Lisman, 1997). In contrast, with bursts of action potentials the probability of synaptic failure is reduced (Lisman, 1997; Rieke et al., 1997; Williams and Stuart, 1999). Mode switching from single to burst spiking might give the neuron the ability to dynamically regulate the information content of its spike train by modulating synaptic efficacy.
In vivo it has been demonstrated that bursts convey more information than single spikes (Cattaneo et al., 1981; Otto et al., 1991; Rieke et al., 1997). Additionally, in vivo populations of neurons can oscillate at 30–70 Hz in response to visual and other sensory stimuli (Gray and McCormick, 1996; Murthy and Fetz, 1996). The interburst frequency of chattering cells is in this frequency range, both in vivo (Gray and McCormick, 1996) and in vitro. Furthermore, it has been postulated that activation of neurons with horizontally projecting axons (Gilbert, 1992) works in concert with feedback connections (Munk et al., 1995) to synchronize the firing of different populations of neurons. Indeed, chattering cells possess axons that project horizontally through the gray matter and could form the anatomical basis for the observed synchronization. Thus, chattering cells are in an ideal position to act as synchronizers of dynamically coupled neuronal networks.
Footnotes
This work was supported by National Institute of Mental Health National Research Service Award F32MH12358-01 (J.C.B.) and National Eye Institute Grant 1-R01-EY12388 (D.A.M.). Additional information may be obtained at www.mccormicklab.org. Thanks to Hal Blumenfeld, Anita Luthi, and James Monckton for critical discussions and reviewing this manuscript.
Correspondence should be addressed to Dr. Joshua C. Brumberg, Section of Neurobiology, Yale University School of Medicine, 333 Cedar Street, New Haven, CT 06510. E-mail:brumberg@biomed.med.yale.edu.
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