Cultured Olfactory Interneurons From Limax maximus: Optical and
Transcription
Cultured Olfactory Interneurons From Limax maximus: Optical and
JOURNALOFNEUROPHYSIOLOGY Vol. 69. No. 6. June 1993. Prirllccl it1 l’..S..d. Cultured Olfactory Interneurons From Limax maximus: Optical and Electrophysiological Studies of Transmitter-Evoked Responses L. D. RHINES, Biological SIJMMARY P. G. SOKOLOVE, Computation AND J. FLORES, Research Department, D. W. TANK, CONCLUSIONS 1. The olfactory processing network in the procerebral (PC) lobe of the terrestrial mollusk Limax maximusexhibits a coherent oscillation of local field potential that is modulated by odor input. To understand the cellular basis of this oscillation, we developed a cell culture preparation of isolated PC neurons and studied the responses of isolated cells to stimulation with neurotransmitters known to be present in the PC lobe. 2. The distribution of PC soma diameters suggests at least two diferent populations of neurons. Approximately 95% of isolated cells had soma diameters of 7-8 pm, with the remaining cells having larger diameters ( 1O- 15 ,um). 3. Extracellular measurements of action potentials and optical measurements of intracellular calcium concentrations in fura-2loaded cells were made. Serotonin and dopamine excited PC neurons and promoted transitions from steady to bursty activity. Both amines elicited increases in intracellular calcium, presumably concomitant with the increase in action-potential frequency. 4. Glutamate suppressed action-potential firing and reduced intracellular calcium. This effect was seen most clearly when glutamate was applied to cells excited by high potassium medium. Quisqualate is an effective glutamate agonist in this system, whereas kainate is not. 5. Combined with anatomic and biochemical data and with studies of the efiects of these neurotransmitters on the oscillating local field potential of the intact PC network, the data from isolated PC neurons are consistent with the hypothesis that dopamine and serotonin modulate network dynamics, whereas glutamate is involved in generating the basic oscillation of local field potential in the PC. 6. The optical studies of fura-2-loaded cells showed that several treatments that increase the rate of action-potential production lead to elevations in intracellular calcium. Optical studies of intracellular calcium may be useful for multisite measurements of activity in the intact, oscillating PC lobe network. INTRODUCTION AND A T& T Bell Laboratories, A. GELPERIN A4urrave Hill, New Jersev* 07974 tion on the cellular physiology and intrinsic circuitry of these oscillating networks will greatly aid attempts to determine the computational role of the collective network oscillations. We are investigating cellular mechanisms and computational usesof coherent network oscillations with the useof the procerebrum (PC) of the terrestrial gastropod Limax maximus. The PC circuit contains of order lo4 local interneurons that receive direct input from the superior and inferior noses at the ends of the tentacles. The PC displays a prominent 0.7-Hz oscillation in its LFP that is produced by circuitry intrinsic to the PC (Gelperin and Tank 1990). Structural studies of the synaptic zone of the PC clearly indicate the importance of local circuit interactions based on the density and reciprocal nature of the synaptic contacts (Chase and Tolloczko 1989; Zs.-Nagy and Sakharov 1970; S. Curtis, personal communication). Anatomically, the PC is a very prominent part of the cerebral ganglion, reflecting the dominant role of olfaction in the behavior of Limax and Lima-x’s highly developed odor-learning ability (Gelperin 1989; Sahley 1990). To characterize the basic electrophysiology and transmitter sensitivity of PC neurons, we developed a cell culture preparation of isolated PC neurons and measured their spontaneous electrical activity and responsesto neurotransmitters known to be present in the PC lobe. Optical recordings provide an effective means to study patterns of electrical activity in distributed networks (Grinvald 1985; Regehr et al. 1989). To implement optical recordings from the PC lobe circuit during odor processing, an optical probe that reports on cell activity but that produces negligible alteration of cell activity is required. The experiments reported here explore the utility of intracellular calcium measurements with the use of fura- for monitoring action-potential activity in individual PC lobe neurons and for eventual multisite, noninvasive monitoring of PC lobe circuit function. Recognition and classification of odors is thought to depend on distributed processing in collective neural networks in both mammalian and molluscan nervous systems. METHODS The mammalian olfactory bulb displays collective behavior in the form of a coherent 40. to 80-Hz oscillation in local Cell cult we field potential (LFP). Odors elicit unique patterns of spaPC neurons were harvested by anesthetizing slugs (4-6 gm) with tial variation in the amplitude of the LFP oscillation decold (4°C) for 30 min and then removing the brain and buccal pending on the particular odor stimulus and the animal’s mass to sterile saline containing 0.1% penicillin /streptomycin and behavioral state (Baird 1986; Freeman and Skarda 1985; 1% amphotericin B (S-A). Saline composition was as follows (in Skinner et al. 1990). The procerebral (PC) lobe of gastro- mM): 55.4 Na’, 4.2 K+, 7.0 Ca2+, 4.6 Mg2+, 80.1 Cl-, 0.2 pod mollusks, like the olfactory bulb of mammals, receives H,PO,, 2.5 HCO,, 5.0 g 1ucose, 10 IV-2-hydroxyethylpiperazinedirect olfactory input and also shows a coherent oscillation IV’-2-ethanesulfonic acid ( HEPES), pH 7.6. Sterile conditions of its LFP that is modulated in frequency and waveform by were used in all subsequent steps. Transfer pipettes were presoaked in saline containing 45 mg/ml bovine serum albumin (Sodor input (Gelperin and Tank 1990). Detailed informa1940 0022-3077/93 $2.00 Copyright 0 1993 The American Physiological Society OPTICAL AND ELECTRICAL STUDIES OF OLFACTORY INTERNEURONS 1941 11PA 4 set FIG. 3. Loose-patch whole-cell recording from an isolated cultured PC neuronto illustratethe levelof spontaneous activity typicallyobserved in thesecellsin culture. times with S-BSA at room temperatureand transferredto a 3-ml bottle with 1.5 ml of salinecontaining 10mg/ml proteasetype IX (Sigma; S-P). PCs were incubated in S-P at 35°C for 1 h, then washedfour times with S-BSA and transferredto a 1.5-m] tube containinga Teflon-coatedstirring bar and 0.25 ml of S-BSA.PCs were stirred at 4°C until tissuedispersionwascomplete,generally I 1h. At that point, 0.8 ml salinewasaddedto the cell suspension, and two drops of cell suspensionwere placed in the center of a polylysine-coatedcoverslip. After standing undisturbedfor 2 h, 3.5 ml of S-BSA was added, and the chamberscontaining the coverslipswere allowed to stand undisturbedovernight at room temperature. For someexperimentscell density wasincreasedby placingthe cell suspensioninsidea 6-mm (ID) glassring resting on the polylysine substrate.The glassring wasremovedafter cell attachment. Cellswere incubated at room temperaturein S-BSA for up to 20 days. Electrophysiological recording The coverslipbearingthe PC neuronswassealedto the bottom of a Plexiglaschamber that was then filled with normal saline. Cellswere visualizedwith the useof a ZeissIM35 inverted microscope.Patch electrodeswerebrought to the surfaceof the cell, and FIG. 1. Photomicrograph of a typxal 7-day culture of neurons isolated gentle suction wasapplied to obtain a whole-cell,loose-patchrefrom the procerebrum of Limus maximus The cells have regrown numerous processes in a culture medium containing only salts, buffer, glucose, cording. Membrane current recordingswere obtainedwith a List EPC7 amplifier and displayedwith the useof a Nicollet model and bovine serum albumin. Scale bar, 20 Nrn. 2090oscilloscopeanda Gould 220chart recorder.Neurotransmitterswereappliedto cellsby applying brief( OS-5 s) pressurepulses BSA). Cerebralgangliawith PC lobesattachedweretransferredto (Picospritzer) to an electrode filled with neurotransmitter and S-BSAat 4°C and PC lobeswereseparatedfrom cerebralganglia 0.1% Fast Green. The cell chamber was continuously perfused and desheathed.Isolated PC lobesin S-BSA were washedthree during the experiment, and the puffer electrodewaslocated upstreamof the neuron under study. Visualization of the cloud of Fast Green moving over the cell allowed determination of the approximate duration of neurotransmitter exposure.Control experimentswereconductedto assess responses to FastGreenalone. A I IIII II 1111 lltl. Id III III II CELL DIAMETER, FIG. 2. Histogram of cell body diameters of procerebral (PC) neurons grown in cultures like that shown in Fig. I. The major size class is 6-9 pm with a small number of cells in the range of IO- 13 pm soma diameter. n = 233. I I urn I I I I I/ I I I I II Ill II I I t 4. Briefpulsesof dopamineactivatePCneuronsin culture.A: a quiescent cell is transformedinto a burstycell by a 3-spuff of IO-“ M dopamine. B: cellshowing slowsteadyactivity istransformed intoabursty cellby a 3-spuff of lo-” M dopamine. FIG. 1942 RHINES, SOKOLOVE, FLORES, TANK, AND GELPERIN FIG. 5. Prolonged dopamine application ( 15 s, 10m4M) produces a brief period of inhibition followed by a period of generating spike clusters and bursts. Dopamine excitation is followed by a period of decreased activity. For each neurotransmitter, 15-20 cells were tested, each cell being used for tests of a single neurotransmitter. Desensitization effects were minimized by giving brief pulses of transmitter to cells being continually perfused with normal saline and moving up the saline perfusion stream as successive cells were sampled. Neurotransmitters were used at the following concentrations in the puffer electrode: dopamine ( 100 PM with 1 mg/ml ascorbate), serotonin ( 100 PM), FMRFamide ( 10 PM), small cardioactive peptide B (SCP,; 10 PM), and glutamate ( 100 PM). Cells were also activated by puffs of five times normal (20 mM) potassium saline. In some experiments cells were exposed to neurotransmitters added to the saline used to perfuse the experimental chamber. Opt ical recording Measurements of free calcium levels in individual PC neurons were made on cells loaded with fura- by the use of the membrane permeant acetoxymethylester form of the probe. Cells were labeled by transferring the coverslip bearing the PC neurons to a solution of 5 PM fura-2AM for 12 min and then returning the cells to normal saline. Images were collected with a cooled charge-coupled device (CCD) camera (model 220, Photometrics) with computer (Mac II, Apple Computer) controlled image acquisition and display, as described previously (Regehr and Tank 1992). Intracellular calcium was determined from the ratio of images at 340 and 380 nm excitation (Grynkiewicz et al. 1985). Each neurotransmitter was tested on at least three different cultures 1- 10 days after isolation. Typically, two image sequences were obtained from each culture. The series of digital images taken before, during, and after agonist application was processed to obtain the 340/380 ratio for groups of 15-20 cells during a pretreatment baseline period and throughout the response to neurotrans- FIG. 6. Serotonin activates isolated PC neurons. A: 500-ms puff of 10M4 M serotonin directly onto the PC neuron elicits a brief period of activation. B: 800-ms puff of 10e4 M serotonin on a cell connected by a process to the recorded cell produces activation with a delav. mitter, which was applied from a puffer electrode in a continuous flow of saline. The second series of optical records from a given culture was obtained from cells upstream of the first transmitter application. The responses of 1-day and 5- to 1O-day cultures were similar, so the data have been grouped. RESULTS PC neurons isolated by the method described above attached to the polylysine substrate readily, and many cells initiated growth of new processes within 12 h. The cells grew well for several weeks in a culture medium consisting only of S-BSA. A typical group of PC neurons after 7 days in culture is shown in Fig. 1. A histogram ofcell body diameters measured from projected images of micrographs is shown in Fig. 2. Two size classes are present. Cell bodies 6-9 pm diam (7.1 t 0.5, mean t SD, n = 220) form the most prevalent size class (94.4%). The other class is composed of a smaller group of cells of larger size with soma diameters 9- 15 pm ( 10.4 t 1.2, y1= 13). Measurements on a second population of cultured cells gave similar results, with the size class from 6 to 10.5 pm (mean of 7.97 t 0.78, y2= 554) forming 95.7% of the population and the size class from 10.5 to 14.5 pm (mean of 12.1 t 1.4, n = 25) comprising 4.3% of the population. A small group of cells significantly larger ( lo- 15 pm) than the major size class ( 7-9 pm) FIG. 7. Glutamate application inhibits isolated PC neurons. Two l-s puffs of 1O-4 M glutamate were delivered to a cell showing an elevated rate of spontaneous firing. OPTICAL AND ELECTRICAL STUDIES OF OLFACTORY INTERNEURONS 1943 90% (39 of 43 cells in 1 set of 5- to lo-day-old cultures). The pattern of activity was irregular with no cells showing regular bursting. About 10% of the sampled cells were in the large ( lo- 15 pm) size class, however, these large cells showed the same pattern of spontaneous activity and transmitter responses as the smaller, much more numerous size class. Figure 3 shows a typical record to indicate the signalto-noise ratio obtained in these recordings and the variability in interspike interval observed during spontaneous activity of PC neurons in culture. Occasional cells were quiescent unless activated, for example by a brief application of high-K+ saline. Some recordings showed more than one size class of action potential, probably reflecting activity in a neuronal soma and one or more processes from other cells monitored simultaneously, as reported by Forda et al. 800 600 (1982). HI-K T 800 700 z r g 0 ; e ml 3 J ti 0 POST 600 500 400 300 d 100 0 PRE DA POST 11: nonspecific excitation by high potassium medium (2.5 times normal) greatly elevates internal calcium concentration in cultured PC neurons loaded with fura-2AM. Means and standard deviations are shown. B: application of 1W4 M dopamine cxcitcs PC neurons and greatly elevates internal calcium. Measurement of the dopamine response was made at the peak of the calcium elevation. FIG. 8. Dopamine application with puff duration of 3 s activated quiescent cells (Fig. 4A) or changed the pattern of firing in spontaneously active cells from slow, single spikes at irregular intervals to a distinctly bursty pattern (Fig. 4B). In some cases the dopamine application produced a brief period of inactivity before emergence of the bursty mode (Fig. 5 ). The interspike intervals shown in Fig. 5 indicate that PC neurons are capable of producing action potentials at rates as high as 20 spikes/s, at least for brief periods. This is also evident in the spike clusters of Fig. 4B, which show apparent spike amplitude reduction at the highest firing rates. Serotonin application directly to the recorded neuron elicited excitation with clustered action potentials (Fig. 6A ). In some situations the serotonin puff was delivered to cells located downstream from the recorded cell but connected to the recorded cell by a clearly visible process. In the example shown (Fig. 6 B) a 0.8-s puff on the downstream cells produced a long-lasting train in the recorded cell with no sign of spike clustering. This may represent indirect activation of the recorded cell by synaptic activation from the downstream presynaptic cells, but we cannot exclude the possibility that a remote process from the recorded cell was activated directly. Results with direct application of the tetrapeptide FMRFamide ( PheMetArgPhe-amide) and SCP, were weak and inconsistent at the puffer concentration tested ( 10 PM). Some cells showed very weak excitation, whereas others showed weak inhibition. Control puffs with only Fast Green in the electrode showed small effects of the same tY Pee was also seen in paraffin-embedded serial sections of the PC lobe stained with hematoxylin and eosin. Some members of the larger size class may be derived from the scattered small clusters of 15-pm FMRFamide-like immunoreactive cells known to be present in the PC lobe (Cooke and Gelperin 1988). Whole-cell loose-patch recordings from PC neurons in 5to lo-day cultures showed that many of the cells generate action potentials spontaneously at an average rate of 0.8 t 0.07/s (mean t SE, 18 active cells). The proportion of sampled cells showing spontaneous action potentials before stimulation with neurotransmitter was typically close to Glutamate application consistently inhibited action-potential production by PC cells. Inhibition was clear in cells with an elevated level of spontaneous firing ( Fig. 7) or in cells activated by exposure to high-K+ saline (data not shown). Figure 7 shows two trials of glutamate application to the same neuron to indicate the reproducibility of the effects reported here. The 0.5-s puffs of glutamate resulted in cessation of activity for 5-8 s, with no evidence for postinhibitory rebound. Culcium imuging Cultured PC neurons take up fura-2AM readily. The fura loading protocol used in these experiments results in internal concentrations of fura- that are high enough so that OPTICAL AND ELECTRICAL STUDIES digital images can be obtained with modest exposure times but low enough that free [ Ca]i levels are not altered by the fura-2, as judged by the ability of the cells to maintain norma1 patterns of spontaneous activity and resting calcium PRE w 20001800" z c 1600- 8 L 1400- 9 1200- s IOOO- ii 800 2 u 600- 5 400: 200 K+GLU HI-K POST - . . 4 . - . - PRE C HI-K HI-K KNATE HI-K POST 1400 1200 z c * 1000 lo. 2 800 d i 600 z E 400 200 PRE HI-K QUIS HI-K POST 1 OF OLFACTORY INTERNEURONS 1945 levels in the 50- to lOO-nM range for several hours. If the cells are activated by high potassium medium ( 10 mM, 2.5 times normal), the great majority of the cells respond with increases in [ Ca]i into the 700- to 900-nM range with recovery of normal calcium levels after return to normal saline. This effect was quantified by measuring the 340/380-nm ratio and converting this to [ Ca]i for a number of individual PC cells before, during peak response to, and after recovery from exposure to high potassium medium. The results of these measurements are shown in Fig. 8A. Activation of action-potential production by the nonspecific stimulus of high [K], leads to a dramatic rise in [ Cali that is fully reversible. Dopamine application also leads to a dramatic increase in [ Cali, as shown in Fig. 8 B. The measurements were taken before, at the peak of, and after recovery from the application of 100 PM dopamine. The digital images analyzed in Fig. 8 B were not obtained with the temporal resolution necessary to study changes in the pattern of spike production evident in the records of Figs. 4 and 5, however, the increase in average rate of spike production caused by dopamine is more than sufficient to account for the increase in [ Ca]i evident in Fig. 8B. Recent improvements in the imaging system software have allowed rapid sequences of images to be obtained. These digital “movies” were used to study cyclic changes in [ Ca]i in dopamine-stimulated cells that presumably reflect activity level changes like those shown in Figs. 4 and 5. Figure 9 shows such a movie. Several neurons show fluctuating levels of [Cal, rather than a simple sustained increase. This culture was 7 days old and therefore contained processes between cells and perhaps functional synapses. For this reason the responses shown cannot rigorously be partitioned between network effects and effects endogenous to the cell showing the changes in [Cal+ The effects of serotonin on [ Ca]i are more variable from cell to cell than the effects of dopamine. Some cells respond immediately to a puff of serotonin, whereas others respond with a delay or show no response at all (data not shown). For those cells that respond to serotonin with an increase in [Cal;, the response is long lasting, often persisting long after complete washout of the serotonin. This difference between dopamine and serotonin in time course of calcium response parallels the difference in time course of electrophysiological responses to these two amines (Gelperin et al. 1992). Glutamate suppresses action-potential production in PC neurons (cf. Fig. 7) and leads to a decrease in [ Cali. Although glutamate lowers [ Ca]i in resting unstimulated PC neurons, the effects of glutamate are seen most clearly against a background of enhanced activity elicited by elevated [K], . The experiment involves taking five pairs of FIG. 10. A : glutamate application ( I Oe4 M ) suppresses the increase in intracellular calcium elicited by high potassium medium. B: kainate ( lop3 M ) is not an effective glutamate agonist because kainate was not effective in reversing the elevation in intracellular calcium caused by high potassium medium. As shown by the postkainate high potassium response, the decrease in internal calcium during kainate application is due to accommodation to the continued presence of the high potassium stimulation. C: quisqualate ( 1Oe3 M ) is an effective glutamate agonist as shown by its ability to suppress the internal calcium increase elicited by high potassium medium. 1946 RHINES, SOKOLOVE, FLORES, images successively, namely during I ) prestimulation baseline, 2) high [ K],, 3) high [ K], + agonist, 4) high [K], recovery, and 5) posttreatment baseline. Figure 1OA shows the results of such an experiment using 100 PM glutamate. Glutamate inhibition of high [ K],-stimulated cells reduces [Cali to the level found in resting unstimulated neurons. The same experimental protocol was used to test the effects of 1 mM kainate (Fig. 1OB) and 1 mM quisqualate (Fig. 1OC). Kainate is not an effective glutamate agonist in this system, whereas quisqualate is a very effective glutamate agonist. The quisqualate-type glutamate receptor in this system is not affected by 6-cyano-7-nitroquinoxaline-2,3dione (CNQX; data not shown). DISCUSSION The network of local interneurons in the PC lobe of Limax displays complex dynamics that are responsive to input elicited by natural odors applied to the olfactory neuroepithelium at the tip of the superior tentacle (Gelperin and Tank 1990). To understand the genesis of the network dynamics, it is necessary to understand the cellular and synaptic properties of the individual procerebral interneurons. These olfactory interneurons are now shown to generate action potentials, and the nature of their responsiveness to several of the neurotransmitters endogenous to the Limax PC lobe is demonstrated. In mammalian olfactory systems the necessity of modulatory input from outside the olfactory bulb for behavioral modification of olfactory bulb electrophysiology is well documented (Gervais et al. 1988; Gray et al. 1986). We have shown that the coherent network oscillation in LFP displayed by the PC is modulated in frequency and waveform by dopamine and serotonin (Gelperin et al. 1992). The data on cellular responses and network responses to these two amines combine to support the hypothesis that these amines change the pattern of firing of PC neurons and hence the dynamics of the PC network. In Limax the aminergic modulatory input may be engaged by the unconditioned stimuli known to be effective in mediating odoraversion learning, such as quinidine sulfate, COZ gas, and electric shock (Gelperin 1975; Sahley 1990). In Aplysia several lines of evidence indicate that the tail shock unconditioned stimulus used in associative conditioning of the gill and siphon withdrawal response can activate a serotonergic pathway (Glanzman et al. 1989; Hawkins 1989; Mackey et al. 1989). The PC neurons are remarkable for their ability to survive several weeks, extend extensive new processes, and form new synapses in a medium containing only salts, glucose, and BSA. The PC cells are also notable for their very high nucleus to cytoplasm ratio and for being uniformly diploid, in contrast to the polyploidy of many other central molluscan neurons (Chase and Tolloczko 1987). We did not study in a systematic way the ability of cultured PC cells to form chemical synapses in vitro, although several of our measurements strongly suggest this possibility. Other systems of cultured molluscan neurons have shown these cells capable of recreating aspects of their in vivo connectivity in vitro (Kleinfeld et al. 1990; Syed et al. 1990). By plating Limax PC neurons at even higher densities than used in TANK, AND GELPERIN this study and allowing more time for synaptic reconnection, PC cell aggregates displaying a coherent network oscillation may be produced. The axosomatic synapses made in the apical cell body layer of the intact PC are adequate to mediate the coherent network oscillation, as demonstrated by the fact that the isolated apical cell layer devoid of its adjacent neuropil still shows the network oscillation (Gelperin et al. 1992). In addition to dopamine, serotonin, and glutamate, the PC lobe contains neurons immunoreactive for two peptide neurotransmitters: FMRFamide (Cooke and Gelperin 1988) and SCP, (A. Gelperin and J. Flores, unpublished observations). Measurements of peptide effects on PC lobe LFP oscillation frequency or amplitude do not reveal a clear effect of FMRFamide or SCP, at the concentrations used in this study (Gelperin et al. 1992), although concentrations lo- 100 times higher do produce effects on the PC lobe oscillation (Flores and Gelperin, unpublished observations). Five members of the FMRFamide-related peptide family have been isolated from extracts of whole Limax (Krajniak et al. 1989) thus all five are candidate neurotransmitters in the PC lobe. FMRFamide and SCP, affect rhythmic motor networks in the Limax feeding system (Cooke et al. 1985; Prior and Watson 1988), increasing the likelihood that some members of these two peptide families have modulatory effects on the PC lobe network. Studies of ion channel modulation in the tactile sensory cells of Aplysia show that FMRFamide augments the S-type potassium channel (Abrams et al. 1984; Sweatt and Kandel 1989) and blocks a rapidly inactivating calcium channel (Edmonds et al. 1990). SCP, has been shown to increase adenosine 3’,5’cyclic monophosphate levels in PC neurons (Yamane and Gelperin 1987 ) . The studies reported here show that fura- is a well-tolerated probe whose fluorescence can monitor average rates of action-potential production. Because a number of studies in mammalian olfactory bulb show the existence of spatial patterns of oscillation amplitude variation correlated with odor detection ( Bressler 1988; Skinner et al. 1990), we wish to make such multisite measurements in the Limax PC lobe. Improvements in techniques for labeling substantial numbers of neurons in the mammalian slice preparation with fura- (Regehr and Tank 199 1) may facilitate complete labeling of the intact PC lobe network to enable optical recording of the coherent PC oscillation and its modulation by odor input. Recent multisite optical recordings from the Limax PC lobe stained with the voltage-sensitive dyes RH 155 (Fee et al. 1992) and Di-4-ANEPPS (Gelperin et al. 1992) support the view that odor input to the PC lobe results in both spatial and temporal patterns of network modulation. Present address: L. D. Rhines, Harvard Medical School; P. G. Sokolove, Dept. of Biological Sciences, University of Maryland Baltimore County. Address for reprint requests: A. Gelperin, Rm lC464, AT&T Bell Labs., 600 Mountain Ave., Murray Hill, NJ 07974. Received 26 May 1992; accepted in final form 17 December 1992. REFERENCES ABRAMS, T. W., CASTELLUCCI, V. F., CAMARDO, J. S., KANDEL, E. R., AND LLOYD, P. E. 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