A model of the role of adaptation and disadaptation in olfactory receptor neurons: implications for the coding of temporal and intensity patterns in odor signals

Natural odors occur as turbulent plumes resulting in spatiallyand temporally variable odor signals at the chemoreceptor cells.Concentrations can fluctuate widely within discrete packetsof odor and individual packets are very intermittent and unpredictable.Chemoreceptor cells display the temporally dynamic propertiesof adaptation and disadaptation, which serve to alter theirresponses to these fluctuating odor patterns. A computationalmodel, modified from one previously published, was used to investigate,the effect of adaptation and recovery of adaptation (disadaptation)on the spike output of model olfectory receptor cells undernatural stimulus conditions. The response characteristics ofmodel cells were based upon empirically determined dose-response,adaptation, disadaptation and flicker fusion properties of peripheralolfactory cells. The physiological properties of the model cell(adaptation and disadaptation rate and the dose-response relationship)could be modified independently, allowing assessment of therole of each in shaping the responses of the model cell. Completeadaptation and disadaptation time courses ranged from 500 ms(rapid cells) to 10 s (slow cells). The stimuli for the modelcells were quantified odor plume recordings obtained under avariety of biologically relevant flow conditions. As expected,the rapidly adapting model cells displayed different responsecharacteristics than the slowly adapting model cells to identicaltemporal odor profiles. Responses of the model cells dependedupon their adaptation and disadaptation rates, and the frequencycharacteristics of the odor presentation. These results indicatethat adaptation and disadaptation determine the range of concentrationfluctuations over which a particular cell will respond. Thus,these properties function as an olfactory equivalent of a band-passfilter in electronics. This type of filtering has implicationsfor the extraction of information from odor signals, men isthe coding of temporal and intensity features.     

Measuring activity in olfactory receptor neurons in Drosophila: Focus on spike amplitude

Olfactory responses at the receptor level have been thoroughly described in Drosophila melanogaster by electrophysiological methods. Single sensilla recordings (SSRs) measure neuronal activity in intact individuals in response to odors. For sensilla that contain more than one olfactory receptor neuron (ORN), their different spontaneous spike amplitudes can distinguish each signal under resting conditions. However, activity is mainly described by spike frequency.Some reports on ORN response dynamics studied two components in the olfactory responses of ORNs: a fast component that is reflected by the spike frequency and a slow component that is observed in the LFP (local field potential, the single sensillum counterpart of the electroantennogram, EAG). However, no apparent correlation was found between the two elements.In this report, we show that odorant stimulation produces two different effects in the fast component, affecting spike frequency and spike amplitude. Spike amplitude clearly diminishes at the beginning of a response, but it recovers more slowly than spike frequency after stimulus cessation, suggesting that ORNs return to resting conditions long after they recover a normal spontaneous spike frequency. Moreover, spike amplitude recovery follows the same kinetics as the slow voltage component measured by the LFP, suggesting that both measures are connected.These results were obtained in ab2 and ab3 sensilla in response to two odors at different concentrations. Both spike amplitude and LFP kinetics depend on odorant, concentration and neuron, suggesting that like the EAG they may reflect olfactory information.     

Latency represents sound frequency in mouse IC

Frequency is one of the fundamental parameters of sound.The frequency of an acoustic stimulus can be represented by a neural response such as spike rate,and/or first spike latency(FSL)of a given neuron.The spike rates/frequency function of most neurons changes with different acoustic ampli-tudes,whereas FSL/frequency function is highly stable.This implies that FSL might represent the fre-quency of a sound stimulus more efficiently than spike rate.This study involved representations of acoustic frequency by spike rate and FSL of central inferior colliculus(IC)neurons responding to free-field pure-tone stimuli.We found that the FSLs of neurons responding to characteristic frequency(CF)of sound stimulus were usually the shortest,regardless of sound intensity,and that spike rates of most neurons showed a variety of function according to sound frequency,especially at high intensities.These results strongly suggest that FSL of auditory IC neurons can represent sound frequency more precisely than spike rate.     

Latency represents sound frequency in mouse IC

Frequency is one of the fundamental parameters of sound. The frequency of an acoustic stimulus can be represented by a neural response such as spike rate, and/or first spike latency (FSL) of a given neuron. The spike rates/frequency function of most neurons changes with different acoustic amplitudes, whereas FSL/frequency function is highly stable. This implies that FSL might represent the frequency of a sound stimulus more efficiently than spike rate. This study involved representations of acoustic frequency by spike rate and FSL of central inferior colliculus (IC) neurons responding to free-field pure-tone stimuli. We found that the FSLs of neurons responding to characteristic frequency (CF) of sound stimulus were usually the shortest, regardless of sound intensity, and that spike rates of most neurons showed a variety of function according to sound frequency, especially at high intensities.These results strongly suggest that FSL of auditory IC neurons can represent sound frequency more precisely than spike rate.     

Selectivity of stimulus induced responses in cultured hippocampal networks on microelectrode arrays

Sensory information can be encoded using the average firing rate and spike occurrence times in neuronal network responses to external stimuli. Decoding or retrieving stimulus characteristics from the response pattern generally implies that the corresponding neural network has a selective response to various input signals. The role of various spiking activity characteristics (e.g., spike rate and precise spike timing) for basic information processing was widely investigated on the level of neural populations but gave inconsistent evidence for particular mechanisms. Multisite electrophysiology of cultured neural networks grown on microelectrode arrays is a recently developed tool and currently an active research area. In this study, we analyzed the stimulus responses represented by network-wide bursts evoked from various spatial locations (electrodes). We found that the response characteristics, such as the burst initiation time and the spike rate, can be used to retrieve information about the stimulus location. The best selectivity in the response spiking pattern could be found for a small subpopulation of neurones (electrodes) at relatively short post-stimulus intervals. Such intervals were unique for each culture due to the non-uniform organization of the functional connectivity in the network during spontaneous development.     

Interaction of excitatory and depressant amino acids in the frog retina

(1) Application of excitatory or depressant amino acids (concentrations from 10(-4) to 10(-2) M) could modify response patterns of the retinal ganglion cells to photic stimulus. Excitatory amino acids gave rise to spontaneous discharge while depressant amino acids inhibited spike discharge in response to test flashes. (2) Application of excitatory amino acids of more than 10(-3) M resulted in irreversible termination of spike discharges while recovery was always observed in the case of depressant amino acids even when the concentration of the applied solution was as high as 10(-2) M. No effect was observed when one exciting and one depressant amino acid were properly combined. (3) There is a mixture of four amino acids (two excitatory and two depressant) which could enhance the spike discharge in response to test flashes without giving rise to spontaneous firing. (4) It is implied that proper balance of excitatory and depressant amino acids is important in regulating the excitability of a number of neurons.     

Pheromone-mediated behaviour of male lightbrown apple moth, Epiphyas postvittana, correlated with adaptation of pheromone receptors

ABSTRACT. Two pheromone components are required to elicit close-range precopulatory behaviour in male lightbrown apple moths, Epiphyas postvittana (Walker) (Lepidoptera). The receptor cells which respond to the major component (I) ( E )-11-tetradecen-1-yl acetate, have a fast disadaptation rate with recovery occurring within 5 s after stimulation, while the cells responding to the second component (II), ( E, E )-9, 11-tetradecadien-1-yl acetate, recover after approximately 300 s.
Studies on the behaviour of males in the laboratory show a close correlation between the duration of a memory effect, during which males will respond to compound I alone after receiving an initial exposure to I and II, and the time-course for disadaptation of component II-responding cells. These results suggest several possibilities for mechanisms of integration of sensory input by the CNS.     

Sensitivity of different stimulus-timing strategies for the detection of small excitations in noisy spike train data

There are several different strategies to control the timing of a stimulus with respect to the ongoing discharge during the recording of neuronal stimulus-response characteristics. One possible strategy consists of delivering stimuli in such a way that a constant pre-stimulus spike density is reached. Another strategy enforces spike application with a constant stimulus latency after a spontaneous discharge. In this paper the sensitivity of these different strategies for statistical verification of small excitatory response components was investigated. It was found that the difference between observed poststimulus spike distribution and expected spike distribution under the null hypothesis of no stimulus effect was larger using a constant-stimulus-latency (CSL) strategy with an appropriate value for the stimulus latency. Thus, the statistical verification of neuronal response components is clearly facilitated if a CSL strategy is used. This superiority of the CSL strategy is marked, especially for small excitations at neurons discharging slowly with low discharge variability.     

Noise,not stimulus entropy,determines neural information rate

In the quest for deciphering the neural code, theoretical advances were made which allow for the determination of the information rate inherent in the spike trains of nerve cells. However, up to now, the dependence of the information rate on stimulus parameters has not been studied in any neuron in a systematic way. Here, I investigate the information carried by the spike trains of H1, a motion-sensitive visual interneuron of the blowfly (Calliphora vicina) using a moving grating as a stimulus. Stimulus parameters fall in two classes: those that have only a minor effect on the information rate like increasing the frequency bandwidth or the maximum amplitude of the stimulus velocity, and those which dramatically affect the neural information rate, like varying the spatial size or the contrast of the visual pattern being moved. It appears that, for a broad range of complex stimuli, the neuron covers the stimulus with its whole response repertoire regardless of the stimulus entropy, with the information rate being limited by the noise of the stimulus and the neural hardware.     

Effects of acetylcholine and cholinergic transmission blockers on neuronal spike activity in the cat motor cortex associated with conditioned reflex

The effects of direct application of acetylcholine (ACh) and m- and n-cholinoreceptor blockers on test cells were investigated in waking cats having developed instrumental lever-pressing conditioned reflex. Changes were recorded in both spontaneous and invoked firing activity in a functionally homogeneous group of motor cortex cells, in which increased discharge rate usually preceded the start of conditioned reflex movements. It was found, however, that ACh increased spontaneous activity considerably in some of the neurons tested and reduced it moderately in others. Atropine sharply reduced background activity in cortical neurons while preserving spike response to presentation of a conditioned stimulus and n-cholino-blockers such as hexonium and (occasionally) tubocurarine inhibited spike response produced by conditioned stimuli; background activity was slightly inhibited by hexonium and reinforced by tubocurarine. It was concluded that ACh put out by cholinergic fibers helps to maintain background firing activity level in cortical neurons under naturally occurring conditions, acting via m-cholinoreceptors, whereas factors influencing generation of spike discharges associated with performance of conditioned reflex movements are mediated by n-cholinoreceptors.A. A. Bogomolets Institute of Physiology, Academy of Sciences of the Ukrainian SSR, Kiev. Translated from Neirofiziologiya, Vol. 21, No. 5, pp. 579–589, September–October, 1989.     

Measures of neuronal response based on nonparametric tests

Two response indices characterizing the stimulus effect on spontaneously active neurons are developed. They are based on a non-parametric comparison of interspike interval distributions under the spontaneous and the stimulus condition. The response indices obtained with repeated stimuli can be combined into a single multiple-trial index. The method is tested both with different types of simulated spike activity and with actual single unit activity recorded from an auditory centre of a songbird.Supported by Deutsche Forschungsgemeinschaft within Sonderforschungsbereich 114 (Bionach)     

Intracellular responses of antennal chordotonal sensilla of the American cockroach

The responses of mechanoreceptor neurons in the antennal chordotonal organ have been examined in cockroaches by intracellular recording methods. The chordotonal organ was mechanically stimulated by sinusoidal movement of the flagellum. Stimulus frequencies were varied between 0.5 and 150 Hz. Receptor neurons responded with spike discharges to mechanical stimulation, and were classed into two groups from plots of their average spike frequencies against stimulus frequency. Neurons in one group responded to stimulation over a wide frequency range (from 0.5 to 150 Hz), whereas those in a second group were tuned to higher frequency stimuli. The peak stimulus frequency at which receptor neurons showed maximum responses differed from cell to cell. Some had a peak response at a stimulus frequency given in the present study (from 0.5 to 150 Hz), whereas others were assumed to have peak responses beyond the highest stimulus frequency examined. The timing for the initiation of spikes or of a burst of spikes plotted against each stimulus cycle revealed that spike generation was phase-locked in most cells. Some cells showed phase-independent discharges to stimulation at lower frequency, but increasing stimulus frequencies spike initiation began to assemble at a given phase of the stimulus cycle. The response patterns observed are discussed in relation to the primary process of mechanoreception of the chordotonal organ.     

Effects of temperature on a moth auditory receptor

Measurements of the thoracic temperature and recordings of the spike activity of the most sensitive auditory receptor (A1 cell) were made in Empyreuma pugione (Arctiidae, Ctenuchinae). The temperature range tested (19–36 °C) is relevant for the behavior and ecology of this species. Experiments were performed during the hours of maximal flying activity in the wild: sunrise and sunset. The thoracic temperature during rest reflects that of the surrounding air; there is an increase of 3–4 °C immediately after ceasing free flying in the laboratory. The spike activity of the tympanic organ was recorded with a stainless-steelhook electrode placed beneath the tympanic nerve in the mesothorax. The A1 cell activity was studied without acoustic stimulation (spontaneous) and in response to 35-kHz acoustic pulses of 20, 40, or 100 ms duration. At all of these durations A1 cell response to saturating stimulus was analysed, while with 40-ms pulses different stimulus intensities were used (20–90 dB SPL in 10-dB steps). The number of action potentials per pulse, mean spike rate, maximal instantaneous discharge, and latency period depend strongly on air temperature, while the variation coefficients of the interspike intervals during the responses were not temperature dependent and vary non-monotonically with stimulus intensity. During responses to a saturating stimulus, the stimulus duration does not affect the activation energy, calculated from an Arrhenius plot, of different physiological features. Adaptation, studied in the responses to 100-ms pulses, is also temperature dependent. This phenomenon has two components, each of which shows different activation energies, suggesting a different membrane origin. High stimulus intensity (90 dB SPL) significantly affects the activation energy of the action potentials and mean spike rate, while the activation energy, of the maximal instantaneous discharge and latency period do not show this strong dependency. The spontaneous A1 cell spike rate varies with temperature, as does the value of the mode of the relative frequency distribution of the interspike interval. The activation energy of the spike rates measured at A1 cell responses to saturating stimuli is in good agreement with that described in amphibian innerear hair cells. It is suggested that this moth auditory receptor cell also has mechanosensitive protein channels.Abbreviations AP/p action potentials per pulse - AP/s action potentials per second - CI confidence interval - E _a activation energy - ISI interspike interval - SD standard deviation - VC variation coefficient     

A neurocomputational model of stimulus-specific adaptation to oddball and Markov sequences

Stimulus-specific adaptation (SSA) occurs when the spike rate of a neuron decreases with repetitions of the same stimulus, but recovers when a different stimulus is presented. It has been suggested that SSA in single auditory neurons may provide information to change detection mechanisms evident at other scales (e.g., mismatch negativity in the event related potential), and participate in the control of attention and the formation of auditory streams. This article presents a spiking-neuron model that accounts for SSA in terms of the convergence of depressing synapses that convey feature-specific inputs. The model is anatomically plausible, comprising just a few homogeneously connected populations, and does not require organised feature maps. The model is calibrated to match the SSA measured in the cortex of the awake rat, as reported in one study. The effect of frequency separation, deviant probability, repetition rate and duration upon SSA are investigated. With the same parameter set, the model generates responses consistent with a wide range of published data obtained in other auditory regions using other stimulus configurations, such as block, sequential and random stimuli. A new stimulus paradigm is introduced, which generalises the oddball concept to Markov chains, allowing the experimenter to vary the tone probabilities and the rate of switching independently. The model predicts greater SSA for higher rates of switching. Finally, the issue of whether rarity or novelty elicits SSA is addressed by comparing the responses of the model to deviants in the context of a sequence of a single standard or many standards. The results support the view that synaptic adaptation alone can explain almost all aspects of SSA reported to date, including its purported novelty component, and that non-trivial networks of depressing synapses can intensify this novelty response.     

A New Approach for Determining Phase Response Curves Reveals that Purkinje Cells Can Act as Perfect Integrators

Cerebellar Purkinje cells display complex intrinsic dynamics. They fire spontaneously, exhibit bistability, and via mutual network interactions are involved in the generation of high frequency oscillations and travelling waves of activity. To probe the dynamical properties of Purkinje cells we measured their phase response curves (PRCs). PRCs quantify the change in spike phase caused by a stimulus as a function of its temporal position within the interspike interval, and are widely used to predict neuronal responses to more complex stimulus patterns. Significant variability in the interspike interval during spontaneous firing can lead to PRCs with a low signal-to-noise ratio, requiring averaging over thousands of trials. We show using electrophysiological experiments and simulations that the PRC calculated in the traditional way by sampling the interspike interval with brief current pulses is biased. We introduce a corrected approach for calculating PRCs which eliminates this bias. Using our new approach, we show that Purkinje cell PRCs change qualitatively depending on the firing frequency of the cell. At high firing rates, Purkinje cells exhibit single-peaked, or monophasic PRCs. Surprisingly, at low firing rates, Purkinje cell PRCs are largely independent of phase, resembling PRCs of ideal non-leaky integrate-and-fire neurons. These results indicate that Purkinje cells can act as perfect integrators at low firing rates, and that the integration mode of Purkinje cells depends on their firing rate.     

Intensity Characteristics of the Noctuid Acoustic Receptor

Spiking activity of the more sensitive acoustic receptor is described as a function of stimulus intensity. The form of the intensity characteristic depends strongly on stimulus duration. For very brief stimuli, the integral of stimulus power over stimulus duration determines the effectiveness. No response saturation is observed. With longer stimuli (50 msec), a steady firing rate is elicited. The response extends from the spontaneous rate of 20–40 spikes/sec to a saturated firing rate of nearly 700 spikes/sec. The characteristic is monotonic over more than 50 db in stimulus intensity. With very long stimuli (10 sec), the characteristics are nonmonotonic. Firing rates late in the stimulus decrease in response to an increase in stimulus intensity. The non-monotonic characteristics are attributed to intensity-related changes in response adaptation.     

<Emphasis Type="Italic">Ostrinia</Emphasis> revisited: Evidence for sex linkage in European Corn Borer <Emphasis Type="Italic">Ostrinia nubilalis</Emphasis>(Hubner) pheromone reception

Background  

The European Corn Borer, Ostrinia nubilalis (Hubner), is a keystone model for studies on the evolution of sex pheromone diversity and its role in establishing reproductive isolation. This species consists of two sympatric races, each utilizing opposite isomers of the same compound as their major pheromone component. Female production and male response are congruent in each race, and males from each strain exhibit phenotypic differences in peripheral physiology. Both strains possess co-localized pheromone-sensitive olfactory sensory neurons characterized by a larger amplitude action potential (spike) responding to the major pheromone component, and a smaller spike amplitude cell responding to the minor component, i.e. the opposite isomer. These differences in amplitude correspond to differences in dendritic diameter between the two neurons. Previous studies showed that behavioral response to the pheromone blend was sex-linked, but spike amplitude response to pheromone components matched autosomal, not sex-linked inheritance.     

Frequency filter properties of lobster chemoreceptor cells determined with high-resolution stimulus measurement

1. We developed a high resolution, on-line stimulus measurement system for accurate control of chemical stimulus applications for Homarus americanus lateral antennule chemoreceptors. Focal stimulus presentations in an electrophysiological preparation with the receptor sensilla intact were measured at small spatial (30 μm) and time (5 ms) scales.
2. We tested 15 receptor cells with ten 100 ms pulses of 10⁴ M hydroxyproline at 0.5, 1, 2 and 4 Hz and with a single 8 s square pulse. Individual cells showed differences in their capabilities to resolve pulses (“flicker fusion”). At 2 Hz stimulation, some cells could follow stimulus pulses while others could not. At 4 Hz, 3 cells could still encode individual stimulus pulses accurately. The population resolved pulses up to 2 Hz; at 4 Hz, the population response to a pulse series approximated the response to a square pulse.
3. Repetitive stimulation caused a gradual decrease in the number of spikes and a gradual increase in first spike latency (“cumulative adaptation”). Increased stimulation frequency resulted in greater cumulative adaptation.
4. Since individual differences in adaptation and disadaptation rates of the receptor cells could not be attributed to measured stimulus variability in situ, lobster chemoreceptor cell populations have intrinsic temporal diversity which, we hypothesize, could be used to analyze pulsatile stimuli that occur in natural turbulent odor plumes.

     

Neurophysiological mechanisms underlying habituation of the tentacle retraction reflex in the land slug Ariolimax

Habituation of the tentacle retraction reflex was studied at the following response levels: (1) Muscle tension elicited in the tentacle retractor muscle by repeated stimulation of a cerebral nerve (at 60-sec intervals) declined in parallel with evoked activity of the largest unit in the tentacle retractor nerve. (2) The largest unit in the tentacle retractor nerve (L₄) showed spontaneous recovery and dishabituation. The rate of response decrement was inversely related to the strength of stimulus, and an optimal interstimulus interval ca. 60 s was found. Retention of habituation for 24 h was exhibited. (3) The major retractor motoneurons (L₂, L₃, L₄) all showed habituation, dishabituation, and spontaneous recovery. The decline of L₄ activity was parallelled by a decline in muscle response. (4) Compound EPSPs elicited in the retractor motoneurons by stimulation of sensory pathways showed habituation and dishabituation. (5) Unitary EPSPs elicited by stimulation of cerebral nerves and connectives with minimal stimulus strengths also showed habituation and were unaffected by spontaneously occurring EPSPs. Dishabituation by another pathway was also shown. (6) Depolarization of L₄ by a constant current produced spike trains of constant firing rate and evoked a constant level of muscle tension in repeated trials, suggesting the absence of habituation in a peripheral nerve net or at the neuromuscular junction.     

Coding of a sexually dimorphic song feature by auditory interneurons of grasshoppers: the role of leading inhibition

The shape of stimulus onset is a distinct feature of many acoustic communication signals. In some grasshopper species the steepness of amplitude rise of the pulses which comprise the song subunits is sexually dimorphic and a major criterion of sex recognition. Here, we describe potential mechanisms by which auditory interneurons could transmit the information on onset steepness from the metathoracic ganglion to the brain of the grasshopper. Since no single interneuron unequivocally encoded onset steepness, it appears that this information has to reside in the relative spike counts or the relative spike timing of a small group of ascending auditory interneurons. The decisive component of this mechanism seems to be the steepness-dependent leading inhibition displayed by two interneurons (AN3, AN4). The inhibition increased with increasing onset steepness, thus delayed the excitatory response, and in one interneuron even strongly reduced the spike count. Other ascending interneurons, whose responses were little affected by onset steepness, could serve as reference neurons (AN6, AN12). Thus, our results suggest that a comparison of both, spike count and first-spike timing within a small set of ascending interneurons could yield the information on signal onset steepness, that is on the sex of the sender.