Cross correlation of medullary expiratory neurons in the cat

Quantification of pairwise neuronal interactions: going beyond the significance lines

BACKGROUND

Normal brain function depends on intact interactions between multiple neuronal ensembles. Interactions within and between local networks comprising multiple neuronal types may occur on a range of time scales thus affecting the estimation of interaction strength. A common technique to investigate functional interactions within neuronal ensembles is pairwise cross-correlation analysis. However, conventional cross-correlation methods address the question of whether an observed peak in the cross-correlation is statistically significant relative to the null hypothesis which assumes a lack of correlation. Ultimately, these methods were not designed to evaluate the strength of the observed interactions.

NEW METHOD

We devised four complementary measures - Triplets, Bin crossing, Bin height and Entropy - for assessing the strength of neuronal interactions; each is sensitive to different features of the cross-correlogram peak such as height, width and smoothness.

RESULTS

First, a comparison of five prevalent methods for evaluating whether an observed peak in neuronal cross-correlogram is significant allowed their ranking from the most conservative to the more sensitive for purposes of selecting the appropriate method based on the data structure and preferred strategy. Second, the performance of the four measures we derived improved with interaction strength and the number of spikes in the cross-correlogram. The four measures also enabled the reconstruction of interaction parameters of simulated networks including the detection of time-dependent alterations.

CONCLUSIONS

We suggest that the combination of several measures of peak characteristics helps rectify the individual shortcomings of specific measures and can yield a broad coverage of interaction strengths and widths.

Inspiratory-phase short time scale synchrony in the brainstem slice is generated downstream of the pre-Bötzinger complex

Respiratory neurons are synchronized on a long time scale to generate inspiratory and expiratory-phase activities that are critical for respiration. Long time scale synchrony within the respiratory network occurs on a time scale of more than hundreds of milliseconds to seconds. During inspiration, neurons are synchronized on a short time scale to produce synchronous oscillations, which shape the pattern of inspiratory motor output. This latter form of synchrony within the respiratory network spans a shorter time range of tens of milliseconds. In the neonatal mouse rhythmically active medullary slice preparation, we recorded bilateral inspiratory activity from hypoglossal (XII) rootlets to study where in the slice synchronous oscillations are generated. Based on previous work that proposed the origin of these oscillations, we tested the pre-Bötzinger complex (PreBötC) and the XII motor nucleus. Unilateral excitation of the PreBötC, via local application of a perfusate containing high K(+), increased mean inspiratory burst frequency bilaterally (296+/-66%; n=10, P<0.01), but had no effect on the relative power of oscillations. In contrast, unilateral excitation of the XII nucleus increased both mean peak integrated activity bilaterally (ipsilateral: 41+/-10%, P<0.01; contralateral: 17+/-7%; P<0.05, n=10) and oscillation power in the ipsilateral (50+/-17%, n=7, P<0.05), but not in the contralateral rootlet. Cross-correlation analysis of control inspiratory activity recorded from the left and right XII rootlets produced cross-correlation histograms with significant peaks centered around a time lag of zero and showed no subsidiary harmonic peaks. Coherence analysis of left and right XII rootlet recordings demonstrated that oscillations are only weakly coherent. Together, the findings from local application experiments and cross-correlation and coherence analyses indicate that short time scale synchronous oscillations recorded in the slice are likely generated in or immediately upstream of the XII motor nucleus.

The respiratory drive to thoracic motoneurones in the cat and its relation to the connections from expiratory bulbospinal neurones

The descending control of respiratory-related motoneurones in the thoracic spinal cord remains the subject of some debate. In this study, direct connections from expiratory bulbospinal neurones to identified motoneurones were investigated using spike-triggered averaging and the strengths of connection revealed were related to the presence and size of central respiratory drive potentials in the same motoneurones. Intracellular recordings were made from motoneurones in segments T5-T9 of the spinal cord of anaesthetized cats. Spike-triggered averaging from expiratory bulbospinal neurones in the caudal medulla revealed monosynaptic EPSPs in all groups of motoneurones, with the strongest connections to expiratory motoneurones with axons in the internal intercostal nerve. In the latter, connection strength was similar irrespective of the target muscle (e.g. external abdominal oblique or internal intercostal) and the EPSP amplitude was positively correlated with the amplitude of the central respiratory drive potential of the motoneurone. For this group, EPSPs were found in 45/83 bulbospinal neurone/motoneurone pairs, with a mean amplitude of 40.5 microV. The overall strength of the connection supports previous measurements made by cross-correlation, but is about 10 times stronger than that reported in the only previous similar survey to use spike-triggered averaging. Calculations are presented to suggest that this input alone is sufficient to account for all the expiratory depolarization seen in the recorded motoneurones. However, extra sources of input, or amplification of this one, are likely to be necessary to produce a useful motoneurone output.

Spontaneous oscillatory burst activity in the piriform-amygdala region and its relation to in vitro respiratory activity in newborn rats

The amygdala is important for the formation of emotions that are affected by olfactory information. The piriform cortex is involved in information processing related to olfaction. To investigate functional interactions between the piriform cortex and amygdala and their relation to medullary respiratory activity, we developed a novel in vitro preparation including the limbic system, brainstem, and spinal cord of newborn rats. With the use of optical and electrophysiologic recordings, we analyzed spontaneous neuronal activity in the piriform-amygdala complex in limbic-brainstem-spinal cord preparations from 0- to 1-day-old rats. For optical recordings, the preparation was stained with a voltage-sensitive dye, and inspiratory activity was monitored from the fourth cervical (C4) ventral root. Spontaneous oscillatory burst activity (up to 10/min) was detected from the rostral cut surface of limbic and para-limbic regions including the piriform cortex and amygdala. The burst activity initially appeared in the piriform cortex and then propagated to the amygdala. We averaged the imaging data in the limbic area with the use of C4 inspiratory activity as a trigger signal. The results suggest functional coupling of the rhythmic burst activity in the piriform-amygdala complex to medullary inspiratory activity, which was confirmed electrophysiologically by cross-correlation analysis of these signals. This rhythmic burst activity may be involved in the development of neuronal circuits that process information related to olfaction, emotion, and respiration.

Transmission of respiratory rhythm: Midline-crossing connections at the level of the phrenic motor nucleus?

We used three methods to test for the existence of transmission of respiratory rhythm across the midline at the level of the phrenic motor nucleus in rats using the in situ preparation over a range of ages from neonatal to juvenile. Stimulus-triggered averages of phrenic activity for stimuli applied to one side of the spinal cord at C2 and C3 produced large peaks in the ipsilateral averages but no discernible peaks in the contralateral averages, unless the stimulating microelectrode was placed close to the midline in the ventral funiculus. Following mid-sagittal section of the medulla, respiratory rhythm was maintained for all ages, with bursts occurring on one phrenic nerve that were absent on the other. Cross-correlations of left and right phrenic discharges displayed peaks indicative of short time-scale synchronisation before the medullary transections but not afterwards. We therefore could not find evidence for transmission of respiratory rhythm across the midline at the phrenic motoneurone level; we did find evidence that that transmission via ipsilaterally descending axons of medullary phrenic pre-motor neurones is present at all ages.

Analysis of activity of motor units in the biceps brachii muscle after intercostal-musculocutaneous nerve transfer

We examined respiratory activity of motor units (MUs) in the internal intercostal nerves (IICNs)-transferred biceps brachii muscle (IC-biceps) in cats. MUs of IC-biceps showed respiratory discharges in inspiratory and expiratory phases, and these were enhanced by CO2 inhalation. Narrowing the airway also enhanced inspiratory and expiratory MUs activity. A mechanical load to the thorax immediately enhanced inspiratory MUs activity and weakened expiratory MUs activity. We analyzed the cross-correlation of MUs activity in interchondral muscle and IC-biceps to characterize the respiratory spinal descending inputs to motoneurons. We confirmed the short-term synchronization from interchondral muscles indicating divergence of a single respiratory presynaptic axon to thoracic motoneurons, but could not find synchronization from IC-biceps. The motor axonal conduction velocity (axonal CV) of IC-biceps MUs was lower than that of interchondral muscles. There was no correlation between the respiratory recruitment order of IC-biceps MUs and their axonal CV. These results indicate that IC-biceps shows the respiratory activities and afferent inputs from intercostal muscle spindles in the neighboring segments remain influential on activity of IC-biceps. In addition, the short-term synchronization from IC-biceps could not be found, suggesting that the intercostal nerve transfer alters the respiratory spinal descending inputs to thoracic motoneurons.

Developmental changes in transmission of respiratory rhythm in the rat

We used cross-correlation to examine the short time-scale synchronisation of left and right phrenic nerve discharges in in-situ preparations of rats over a range of ages, to investigate the development of respiratory rhythm transmission to phrenic motoneurones. We found central peaks in the cross-correlograms, indicative of short time-scale synchronisation, at all ages (2-41 days), whose half-amplitude widths varied inversely with age (40-1.8 ms). In 10 preparations < or =5-days-old the central peaks were unaffected by a mid-sagittal section from C3 to C6. Carbenoxalone (CBX), a gap junction blocker, and its inactive analogue glycyrrhzic acid (GZA), eliminated central peaks in preparations younger than 12 days but not in older preparations. We concluded that in rats older than approximately 12 days short time-scale synchronisation is produced by bilaterally-projecting axons of medullary pre-motor neurones, whereas in younger rats it is due to pre-synaptic synchronisation of left and right medullary pre-motor neurones. While the latter mechanism may be gap junction connections, these experiments cannot unequivocally demonstrate it.

Organization of neural networks in the neocortex

Implanted semimicroelectrodes were used in conscious cats to record spike discharges from groups of close-lying neurons, i.e., multineuron activity, in the deep layers of the frontal and motor areas of the cortex at different levels of food motivation. Spike activity was extracted from 4-7 neurons and interneuronal interactions were studied by cross-correlation analysis between neighboring neurons in each zone (local networks) and between neurons in two zones (distributed networks) with analysis epochs of 0-100 msec. The results showed that neurons in local networks can be divided into two subgroups: neurons with high-amplitude spikes and a predominance of output (divergent) connections and neurons with low-amplitude spikes and a predominance of input (convergent) connections. Local networks are based on powerful monosynaptic connections (with delays of up to 2 msec) between large and small neurons. Most connections in distributed networks were between small neurons in local networks of the frontal cortex and large neurons in local networks in the motor cortex. Food deprivation for 24 h mainly affected late (with delays of 2-100 msec) cross-correlation interneuronal relationships in both local and distributed networks.

Connections between respiratory neurones in the neonatal rat transverse medullary slice studied with cross-correlation

In the transverse medullary slice prepared from neonatal rats the hypoglossal nerve rootlets exhibit a bursting 'respiratory' rhythm as do neurones in the pre-Bötzinger complex (PBC). We used cross-correlation analysis of the rhythmic multiunit discharges recorded from hypoglossal nerve rootlets, hypoglossal nucleus neurones and PBC neurones to investigate the connections between these groups. All cross-correlograms computed between left and right hypoglossal nerves, and between hypoglossal neurones and contralateral hypoglossal nerves, displayed central peaks with broad half-amplitude widths (mean +/- S.D. of 29.6 +/- 10.4 and 37.3 +/- 6.0 ms, respectively), which we interpreted as evidence for activation from a common source. Five of the 18 cross-correlograms computed between left and right PBC neurones displayed peaks either side of time zero with narrower half-amplitude widths (mean +/- S.D. of 9.3 +/- 1.9 ms) superimposed on broader central peaks, which we interpreted as evidence for mutual excitation and common activation, respectively. Cross-correlograms computed between PBC neurones and contralateral hypoglossal neurones or nerves did not display consistent features, but some of those computed between PBC and ipsilateral hypoglossal neurones (two of eight) or nerves (two of five) displayed peaks with broad half-amplitude widths (mean +/- S.D. of 36.8 +/- 6.9 ms), offset from time zero by 6 ms (except for one at 18 ms), which we interpreted as evidence for excitation of hypoglossal neurones and motoneurones by PBC neurones. We concluded that rhythm is synchronised between left and right sides by mutual excitatory connections between left and right PBC neurones. The rhythm is transmitted to ipsilateral hypoglossal neurones by a paucisynaptic pathway. Both hypoglossal neurones and PBC neurones receive a common activation from as yet unidentified sources.

Network activity in neurons of the motor and prefrontal areas of the cortex in trained cats in conditions of systemic administration of m-cholinoreceptor blockers

Experiments on five cats already trained to an operant conditioned food-procuring reflex to light were used to study the network activity of cells in the frontal and motor areas of the cortex accompanying disruption of conditioned reflex behavior in conditions of systemic administration of m-cholinoreceptor blockers. The activity of cortical neurons and their network properties were assessed using auto- and cross-correlation histograms. Doses of central m-cholinoreceptor blockers (the non-selective blocker scopolamine and the relatively selective m1-cholinoreceptor blocker trihexyphenidyl) disrupted performance of the operant motor reflex but had no effect on the appearance of contextual behavior and responses to switching on of the conditioned signal (standing up, elevating the paw). This was accompanied by 1) changes in the patterns of neuron activity in the moor and frontal areas of the cortex, with increases in train, rhythmic, and rhythmic train activity in cortical cells; 2) appearance of synchronicity in the operation of cortical neurons; 3) decreases in the numbers of direct interneuronal connections in the motor and frontal areas of the cortex and in the numbers of connections between these structures.

Respiratory rhythm generation: converging concepts from in vitro and in vivo approaches?

The timing and activation pattern of breathing movements are determined by the respiratory network. This network is amenable to a variety of in vivo and in vitro approaches, which offers a unique opportunity to investigate multiple organizational levels. It is only recently, however, that concepts obtained under in vivo and in vitro conditions are being integrated into a coherent model of breathing behavior. For example, the pre-Bötzinger complex as an essential site for rhythm generation was first identified in vitro, but has since been verified in vivo. Conversely, timing signals provided by other central and peripheral neuronal areas have so far been investigated in vivo, but it is now possible to address these issues with more complex in vitro preparations. Several key issues remain unresolved. For example, to what extent is the respiratory pattern controlled independently of the underlying rhythm? Answers to this and other questions require a dissection of mechanisms that is only possible through a complementary combination of experimental approaches.

Respiratory pre-motor control of hypoglossal motoneurons in the rat

The goal of this study was to determine the origin and transmission pathway of respiratory drive to hypoglossal motoneurons. First we recorded intracellularly from 28 antidromically activated inspiratory hypoglossal motoneurons (resting membrane potential, -50+/-3 mV), and found that injection of chloride ions had no discernible effect on the shape of their membrane potential trajectories. We concluded that the membrane potential trajectories of these hypoglossal motoneurons were determined primarily by inspiratory excitation. To determine the origin of this excitation we cross-correlated the extracellular discharge of medullary inspiratory neurons, including those in the hypoglossal motor nucleus, with the hypoglossal nerve discharge. We found 27 inspiratory neurons within the hypoglossal motor nucleus that were not antidromically activated from the ipsilateral hypoglossal nerve; their cross-correlograms featured either central peaks (1.7+/-0.2 ms) alone (n=14; 39%), or central peaks (1.3+/-0.2 ms) followed by troughs (1.3+/-0.1 ms) at short latencies (1.1+/-0.4 ms) (n=13; 36%), and suggest that these neurons are hypoglossal interneurons. We recorded from 238 inspiratory neurons throughout the rest of the medulla; the cross-correlograms of 19 neurons (8%), located mostly in the lateral tegmental field, displayed narrow half-amplitude peaks (1.0+/-0.1 ms) at short latencies (0.9+/-0.1 ms), which we interpreted as evidence for monosynaptic excitation of hypoglossal motoneurons.We conclude that the respiratory control of hypoglossal motoneurons originates from inspiratory premotor neurons scattered throughout the lateral tegmental field and interneurons within the hypoglossal motor nucleus.

Functional organization of local neural networks in the cat neocortex. Relationship to the level of food motivation

Implanted semimicroelectrodes were used to record multineuron activity--spike discharges from groups of close-lying neurons--in the deep layers of the frontal and motor cortex in conscious cats with different levels of food motivation. Spike activity from 4-7 neurons was extracted from multineuron activity, and interneuron interactions were studied by cross-correlation analysis. Neurons in local networks were divided into two subgroups: neurons with high-amplitude spikes with a predominance of output (divergent) connections, and neurons with low-amplitude spikes and a predominance of input (convergent) connections. Food deprivation lasting 24 h affected mainly the nature of interneuron interactions in the range of late cross-correlational connections (with delays of 2-100 msec).

Analysis of firing correlations between sympathetic premotor neuron pairs in anesthetized cats

The activity of sympathetic premotor neurons in the rostral ventrolateral medulla (subretrofacial nucleus) supports sympathetic vasomotor tone, but the factors that drive these premotor neurons' activity have not been determined. This study examines whether either direct interconnections between subretrofacial neurons or synchronizing common inputs to them are important for generating their tonic activity. Simultaneous extracellular single-unit recordings were made from 32 pairs of sympathetic premotor neurons in the subretrofacial nucleus of chloralose-anesthetized cats. Paired spike trains were either separated by spike shape from a single-electrode recording (14 pairs) or recorded from two electrodes less than 250 microm apart (18 pairs). All neurons were inhibited by carotid baroreceptor stimulation and most had a spinal axon proven by antidromic stimulation from the spinal cord. Autocorrelation, inter-spike interval, and cardiac cycle-triggered histograms were constructed from the spontaneous activity of each neuron, and cross-correlation histograms covering several time scales were generated for each neuron pair. No significant peaks or troughs were found in short-term cross-correlation histograms (2 ms bins, +/-100 ms range), providing no support for important local synaptic interactions. On an intermediate time scale (20 ms bins, +/-1 s range), cross-correlation revealed two patterns indicating shared, synchronizing inputs. Repeating peaks and troughs (19/32 pairs) were due to the two neurons' common cardiac rhythmicity, of presumed baroreceptor origin. Single, zero time-spanning peaks of 40--180 ms width were seen in 5/32 cases. Calculations based on the prevalence and strength of these synchronizing inputs indicate that most of the ensemble spike activity of the subretrofacial neuron population is derived from asynchronous sources (be they intrinsic or extrinsic). If synchronizing sources such as neuronal oscillators were responsible for more than a minor part of the drive, they would be multiple, dispersed, and weak.

Simulation of cross-correlograms resulting from synaptic connections between neurons

A cross-correlation simulation program is presented. It is intended for use as a rapid initial screening test, to discriminate between possible connection configurations that may underlie observed cross-correlations. It can also serve to introduce students to the event cross-correlation technique. The simulation employs a simple model of two neurons with noisy membranes that may excite or inhibit one another or receive a common input from a third neuron. The model differs from its predecessors in that the user specifies the neurons and their interconnections by the resulting membrane potential trajectories, rather than discharge statistics. Illustrations of some simple performance characteristics are given, as well as examples of cross-correlograms resulting from more complex interactions between neurons. The latter demonstrate the usefulness of the simulation in the interpretation of cross-correlograms obtained from experimental data. The simulation is a LabVIEW (National Instruments) program executable under the Windows operating system (Microsoft) and is available for downloading from website www.utoronto.ca/respgrp/sim.htm.

Time organization of frontal-motor cortex interneuron interactions in the cat neocortex in conditions of different levels of food motivation

Studies were carried out in conscious cats with recording of multicellular activity in moderate hunger and after 24-h food deprivation. Cross-correlation analysis was used to assess statistical interneuron interactions between closely-located neurons in the frontal and sensorimotor regions of the neocortex (local networks), and between the cells of these regions (distributed networks). One-day food deprivation increased the number of interactions formed within both local and distributed neuron networks. Increases in intercortical connections between the frontal and motor regions was seen at all time intervals studied (0-100 msec), though the most significant changes occurred at time intervals of up to 30 msec.

Measure and statistical test for cross-correlation between paired neuronal spike trains with small sample size

Recent development of multi-unit recording techniques such as optical recording and multi-electrode arrays makes it possible to record neuronal activities from tens or hundreds of neurons simultaneously. To analyze functional connections between these neurons, cross-correlation analysis has been most commonly applied to the hundreds to thousands of pairs of these neurons. However, conventional cross-correlation data needs statistical tests for significance especially when the sample size of recorded spike trains is small. Here, a multiple hypergeometric model based on a transformation of the cross-correlogram data to a 2 x J table has been suggested. The exact p value for significance can be obtained by the generalized Fisher's method with small sample size and a cross-correlation coefficient for the strength of cross-correlation can be obtained based on the R-square analogue for nominal data. For large sample size, chi 2 test can be applied based on the same transformation. Examples of real spike train data set and simulation show that the methods are applicable to the data of multi-unit activity with only tens of spikes. These methods are especially useful when thousands of cross-correlograms need to be screened quickly and automatically.

Bilateral connections from ventral group inspiratory neurons to phrenic motoneurons in the rat determined by cross-correlation

We examined the functional connections from inspiratory neurons in the ventrolateral medulla to phrenic motoneurons in 11 Sprague-Dawley rats with intact vagi anaesthetized with sodium pentobarbital and paralysed with pancuronium bromide. Cross-correlation histograms were computed between the extracellular activity of 70 of these neurons and the discharge of the phrenic nerves; 38 contralateral only, 10 ipsilateral only and 22 bilaterally. A total of 22 peaks were detected in the cross-correlation histograms. These were classified as indicating common activation or synaptic connection according to their latencies to onset, and those suggesting connections as monosynaptic or paucisynaptic according to their half-amplitude widths. Nine peaks suggesting monosynaptic excitation of phrenic motoneurons were detected for 7 ventral group inspiratory neurons; 4 with contralateral connections and not tested for ipsilateral connections, 2 with bilateral connections, and 1 with a monosynaptic contralateral connection and a paucisynaptic ipsilateral connection. Four peaks suggesting paucisynaptic excitation of phrenic motoneurons were detected for 3 ventral group inspiratory neurons; 1 with bilateral connections, 1 with a contralateral connection only, and 1 (previously mentioned) with a paucisynaptic ipsilateral connection and a monosynaptic contralateral excitation. The remaining 9 peaks were classified as due to a common activation of the phrenic motoneurons and the ventral group inspiratory neurons. Cross-correlation histograms were also computed between the left and right phrenic nerve discharges in 5 rats and all displayed central broad peaks indicative of common activation, possibly due to excitation from bilaterally projecting medullary inspiratory neurons. We concluded that there is a substantial bilateral excitation of phrenic motoneurons by inspiratory neurons in the ventral medullary group of the rat.

Interneuronal functional associations in the sensorimotor cortex of dogs

The interneuronal functional associations were studied in two dogs with Nichrome semi-microelectrodes implanted into the deep layers of the motor and somatosensory regions of the cerebral cortex using the method of cross-correlation analysis. For this purpose the impulse activity of individual neurons was distinguished by form from the background multineuronal activity using the spike recognition technique. Values of a 0.5 and 1 msec-wide bin, and thereafter with a 1 msec step up to 40 msec, were used to plot the cross-interval histograms. The maximal analysis epoch was 2000 msec. The cross-interval associations were monotypal in character; they all presented fairly narrow extrema which were clearly distributed across three time ranges: short-latency associations up to 10 msec; associations with a medium latency up to 80 msec; and associations with late delays, greater than 80 msec. The fairly narrow peak of the association, especially in the case of associations with late delays, was a very difficult phenomenon to explain from the point of view of traditional theoretical perspectives. It is hypothesized that a mechanism exists in the cortex which is responsible for strictly synchronized and highly efficient synaptic transmission.

Axonal projections and synaptic connections of C5 segment expiratory interneurones in the cat

1. Respiratory interneurones in the C4-C6 segments of the spinal cord have only recently been described; until now their projections and connections were not known. We investigated expiratory interneurones in the C5 spinal segment, using antidromic mapping to trace their projections and spike-triggered averaging to test their synaptic connections with phrenic motoneurones. 2. A total of seventy expiratory interneurones were recorded in nineteen cats anaesthetized with pentobarbitone, paralysed and ventilated. The interneurones were found scattered dorsomedial to the phrenic motor nucleus, with discharge patterns of a constant (66%), augmenting (24%) or decrementing (10%) type. 3. Interneurone axons were found in the ipsilateral ventrolateral funiculus using antidromic activation at thresholds < 20 microA. The axons of eighteen of thirty-three interneurones tested (55%) were found to extend to the rostral part of the C6 segment, seventeen of thirty-three (52%) to the caudal part of the C6 segment and ten of nineteen (53%) to the rostral part of the C7 segment. 4. Axon collaterals for thirteen of thirty-three interneurones (39%) were found in the ipsilateral half of the C6 segment, with their endings near the phrenic motor nucleus. In three cases two collaterals were found. None of the interneurones had projections in the contralateral halves of the C5 or C6 segments. 5. In a separate group of thirty-four expiratory interneurones, antidromic mapping was used to find an axon collateral in the C6 segment prior to spike-triggered averaging. Eleven of these interneurones had collaterals (32%) and were subsequently tested for synaptic connections to thirty-two phrenic motoneurones. In three separate instances (9%), inhibitory postsynaptic potentials were observed. Amplitudes, fall times and half-amplitude widths of the inhibitory postsynaptic potentials were 6.7, 10.4 and 10.6 microV; 0.3, 0.5 and 0.7 ms and 0.6, 1.6 and 3.3 ms respectively. 6. We conclude: (i) there is a population of expiratory interneurones in the C5 segment, located predominantly dorsomedial to the phrenic motor nucleus; (ii) at least one-half of these interneurones have ipsilateral intersegmental projections to the C6 segment and (iii) although synaptic connections from expiratory interneurones in the C5 segment to phrenic motoneurones in the C6 segment may be rare, the observed inhibitory postsynaptic potentials had fall times and latencies commensurate with monosynaptic connections.

Correlation analysis of respiratory neuron activity in ventrolateral medulla of brainstem-spinal cord preparation isolated from newborn rat

Cross-correlation analysis was used to study functional connections between one inspiratory (I) neuron and another, and between one pre-inspiratory (Pre-I) neuron and another, in 54 brainstem-spinal cord preparations isolated from newborn rats. Pre-I neurons usually fired in the pre- and post-inspiratory phases. Neurons were recorded extracellularly with pairs of microelectrodes placed on the same or opposite sides of the brainstem. Fourteen pairs of Pre-I neurons recorded bilaterally in the rostral ventrolateral medulla (RVL), 14 pairs of ipsilateral Pre-I neurons in the RVL, 14 pairs of bilateral I neurons in the RVL and 12 pairs of ipsilateral I neurons in the ventrolateral medulla were studied. Cross-correlation histograms (CCHs) were computed. Significantly high peak bin counts were detected in 24 of 54 pairs. Peaks on one side of the origin of the CCHs were observed for one pair of ipsilateral Pre-I neurons, four pairs of bilateral I neurons and five pairs of ipsilateral I neurons. These findings suggest mono- or oligo-synaptic excitatory connections between paired neurons or shared inputs. Only one trough suggesting an oligo-synaptic inhibitory connection was evident in a CCH obtained from the pair of bilateral I neurons. This CCH revealed the peak and the trough on opposite sides of the origin, which was consistent with reciprocal excitatory and inhibitory connections between recorded neurons. Peaks on both sides of the origin were observed for three pairs of bilateral I neurons. From auto-correlation analysis and the latencies of these peaks, two of the three CCHs were consistent with reciprocal excitatory connections between recorded neurons, whereas the other CCH suggests shared inputs. Peaks at the origin were observed for two pairs of ipsilateral Pre-I neurons, four pairs of bilateral I neurons and five pairs of ipsilateral I neurons. These results suggest shared inputs. For Pre-I neurons recorded in opposite sides, no significant bin counts were detected. Peaks on one side were detected for three pairs. Present results suggest short-term synchronisation of I neurons, and of Pre-I neurons via excitatory coupling, and the likelihood of comparatively strong interaction between I neurons, which may be important in maintaining the I burst.

Possible mutual excitatory couplings between inspiratory neurons in caudal ventrolateral medulla of brainstem-spinal cord preparation isolated from newborn rat

In in vitro brainstem-spinal cord preparations, projection of inspiratory neurons in the caudal ventrolateral medulla (CVL) was examined electrophysiologically, and connectivity between bilateral inspiratory neurons in the CVL was analyzed by pulse-cross correlation (PCC) analysis. CVL inspiratory neurons were found to project to the contralateral CVL and/or mainly ipsilateral spinal cord. PCC analysis revealed significant peaks with different latency on both sides of time zero in 3 of 8 pairs. Results were consistent with mono- or oligo-synaptic excitatory connections between bilateral inspiratory neurons in the CVL.

Cortical multineuronal activity in dogs with defensive instrumental conditioned reflex

For the first time in dogs with semi-microelectrodes chronically implanted in the motor and somatosensory region of the cortex, background multineuronal activity (MNA) was recorded over the long term followed by an amplitudinal discrimination from the MNA of impulse series presumably belonging to cells of large, medium, and small size was performed. The presence of close synergistic functional connections, particularly significant during the avoidance conditioned reflex and its extinction, was established by determining the correlation coefficient (CC) between the impulse flows of these neurons. In trained animals the highest CC values were observed between neurons with a small and medium spike amplitude. The network properties of identified neurons were studied by constructing histograms of cross interval relationships. The connections established were of primarily a unilateral, excitatory character.

Artifactual averaged 'twitch tension' waveforms resulting from synchronized activity: recording from feline diaphragmatic motor units

Averaging techniques have been used to measure contractile properties of spontaneously active motor units (MUs). This study examined the potential for artifactual results due to synchronization between the triggering, single-MU action potentials, and activity of other MUs within the muscle. A muscle strip was formed in situ from feline diaphragm. Single MUs were recorded from the strip and from the contralateral diaphragm. The diaphragm including the muscle strip continue to contract rhythmically in this preparation and a high-gain, AC-coupled recording of force was averaged using MUs recorded in either hemidiaphragm to trigger the averager. Twitch-tension waveforms occurred in 42 of 49 cases triggering from spikes of MUs contained within the strip and in 13 of 19 averages triggered from contralateral MUs. The waveforms generated using contralateral MUs as triggers could only arise from synchronization with MUs contained within the diaphragmatic strip. Although twitch waveforms that were generated from external and internal triggers could appear similar qualitatively, contraction times were significantly (P less than 0.05) longer for averages using contralateral MUs. This study demonstrates that synchronization of triggering events is a major source for error in determining mechanical properties of MUs.

Excitation of upper cervical inspiratory neurons by inspiratory neurons of the nucleus retroambigualis in the cat

The experiments reported here examined inputs from inspiratory neurons of the nucleus retroambigualis to upper cervical inspiratory neurons. Antidromic mapping in contralateral C1 demonstrated the existence of axon collaterals for 9 of 19 nucleus retroambigualis axons tested (47%). Forty nucleus retroambigualis neurons were tested with antidromic mapping for a projection to the ipsilateral C1 segment; 9/40 (22%) had an ipsilateral axon (8 of these also projected contralaterally), and 2/40 (5%) had an axon collateral in ipsilateral C1. Cross-correlation histograms suggested monosynaptic excitation of an upper cervical inspiratory neuron by a contralateral nucleus retroambigualis neuron in 4/69 cases (6%) and common input to the pair in 2/69 cases (3%). Six of the 69 cross-correlograms were computed during antidromic activation of the nucleus retroambigualis neuron, and one of these six demonstrated direct excitation of the upper cervical inspiratory neuron by the retroambigualis neuron. We concluded that at least some upper cervical inspiratory neurons receive monosynaptic excitation from the contralateral, and possibly the ipsilateral, nucleus retroambigualis inspiratory neurons. These results, together with those published elsewhere for inputs from inspiratory neurons in the contralateral ventrolateral nucleus tractus solitarius, suggest that the rhythmic, inspiratory firing pattern of the upper cervical inspiratory neurons is due to excitatory inputs from these two inspiratory bulbospinal neuron populations.

The differential organization of medullary post-inspiratory activities

Membrane potential trajectories of 68 bulbar respiratory neurones from the peri-solitary and peri-ambigual areas of the brain-stem were recorded in anaesthetized cats to explore the synaptic influences of post-inspiratory neurones upon the medullary inspiratory network. A declining wave of inhibitory postsynaptic potentials resembling the discharge of post-inspiratory neurones was seen in both bulbospinal and non-bulbospinal inspiratory neurones, including alpha- and beta-inspiratory, early-inspiratory, late-inspiratory and ramp-inspiratory neurones. Activation of laryngeal and high-threshold pulmonary receptor afferents excited bulbar post-inspiratory neurones, whilst in the case of inspiratory neurones such stimulation produced enhanced postsynaptic inhibition during the same period of the cycle. Activation of post-inspiratory neurones and enhanced post-inspiratory inhibition of inspiratory bulbospinal neurones was accompanied by suppression of the after-discharge of phrenic motoneurones. These results suggest that a population of post-inspiratory neurones exerts a widespread inhibitory function at the lower brain-stem level. Implications of such an inhibitory function for the organization of the respiratory network are discussed in relation to the generation of the respiratory rhythm.

Monosynaptic excitation of thoracic motoneurones by inspiratory neurones of the nucleus tractus solitarius in the cat

1. The connection between inspiratory neurones in the ventrolateral nucleus tractus solitarius (n.t.s.) and intercostal motoneurones was examined. 2. Descending axonal projections to contralateral T3-T5 spinal segments were found for 110 of 142 (77%) ventrolateral n.t.s. neurones examined. 3. Antidromic mapping was used to locate the axons of thirty-nine ventrolateral n.t.s. neurones in T4, and evidence for axon collaterals was found for thirty-two of forty-seven (68%) neurones examined. Axon collaterals were found in both T3 and T4 for four of nine neurones examined and in T3, T4 and T5 for two of three neurones examined. 4. Cross-correlation histograms were calculated for sixty-five ventrolateral n.t.s. neurones with the contralateral intercostal nerves. Peaks in the cross-correlograms were assessed for significance by calculating k, the ratio of the peak bin count to the mean bin count. Significant peaks (k ratios 1.07-1.24, mean 1.15) were found for twenty-eight (39%) cross-correlograms. Twelve of thirty-three (36%) were for the whole external intercostal nerve, ten of twenty-seven (37%) were for the whole internal intercostal nerve and six of eleven (54%) were for external intercostal nerve filaments. 5. Six of the cross-correlogram peaks were less than or equal to 1.2 ms in width at a level half-way between the peak and the mean bin count. The rest ranged from 2.0 to 4.6 ms (mean 3.0 ms). 6. Intracellular recordings from either internal or external intercostal motoneurones were made and averages of the intracellular potentials were computed using ventrolateral n.t.s. neurone spikes as triggers. 7. Thirty-two spike-triggered averages were computed for pairings between nineteen ventrolateral n.t.s. neurones and thirty-two intercostal motoneurones (twenty-five internal, seven external). Fast-rising, short-lasting depolarizations indicative of a monosynaptic e.p.s.p. were found for five ventrolateral n.t.s. neurones. 8. The characteristics of the cross-correlogram peaks were considered with respect to the e.p.s.p. shapes and it was concluded that the intercostal motoneurones receive a significant monosynaptic excitation from ventrolateral n.t.s. neurones.

Excitation of upper cervical inspiratory neurons by inspiratory neurons of the nucleus tractus solitarius in the cat

Experiments were conducted to investigate the connection from inspiratory neurons in the ventrolateral region of the nucleus tractus solitarius to the inspiratory neurons in the contralateral upper cervical (C1-C2) spinal cord. Microstimulation within the region usually produced long-latency (10 to 30 ms) synaptic activation of the upper cervical inspiratory neurons. Antidromic mapping of axons of the ventrolateral nucleus tractus solitarius in C1 demonstrated the existence of collateral arbors in the region of the upper cervical inspiratory neurons (7 of 15). Cross-correlation histograms showed the existence of short-term synchronization of firing for 12 of 74 pairs of ventrolateral nucleus tractus solitarius and upper cervical inspiratory neurons. Cross-correlation combined with antidromic activation showed that the short-term synchronization was due to a direct connection in two cases and a common input in one case. It was concluded that at least some ventrolateral nucleus tractus solitarius inspiratory neurons may directly excite upper cervical inspiratory neurons, probably via monosynaptic connections. Both groups of neurons may also share common inputs.

The effects of 4-aminopyridine on the spinal cord: rhythmic discharges recorded from the peripheral nerves

The effects of an intravenous injection (20 mg/kg) of 4-aminopyridine (4-AP) were initially investigated in acute low spinal cats (Th 13), in which L-DOPA had induced fictive locomotion after paralysis. 4-AP first accelerated the locomotor rhythm and could also change markedly the pattern of activation of some muscle nerves. Shortly after, the locomotor activity was replaced by synchronous rhythmic discharges (2.5-8.5 Hz) in flexor and extensor muscle nerves of the same limb girdle. Similar rhythmic activity was recorded after 4-AP alone (5-20 mg/kg) in the acute decerebrate spinal cat. Whilst the mean rate of the rhythmic activity could differ in the two limb girdles, discharges generated in one girdle appeared to be strongly influenced by those generated in the other. After a complete section of the spinal cord (Th13), the activity persisted in both the rostral and caudal segments although the interactions between the two disappeared. The persistence of the rhythmic activity caudal to the section underscores its spinal origin. In the chronic spinal rat, such rhythmic activity could still be induced in the lumbo-sacral cord despite degeneration of descending pathways. It appears that large doses of 4-AP exert potent effects on the spinal cord which can override other patterns of activity and synchronize the electrical activity of many neuronal elements.

Short-latency interactions among dorsomedial medullary inspiratory neurons in the cat

Pairs of inspiratory neurons were recorded extracellularly with microelectrodes whose tips were close to one another (100 to 300 microns) in the ventrolateral region of the nucleus tractus solitarius. Each neuron was identified as an R beta or an R alpha type using lung volume manipulations. Those neuron pairs whose cross-correlation histograms indicated a positive interaction were tested for interneuronal connections by antidromic activation of one neuron of the pair combined with further cross-correlation. Three pairs of R alpha/R alpha, three pairs of R alpha/R beta, and three pairs of R beta/R alpha neurons were tested in this manner. One pair of R alpha/R alpha neurons and one pair of R beta/R beta neurons showed evidence of interneuronal interaction. We concluded that although the short-term synchronization in the firing patterns of these neurons was due mostly to common excitation of both neurons, interneuronal interactions were also responsible.

A cross-correlation study of interactions among respiratory neurons of dorsal, ventral and retrofacial groups in cat medulla

In anesthetized or decerebrated cats, extracellular activities of pairs of respiratory neurons located in the regions of the dorsal (DRN), ventral (VRN) and retrofacial (RFN) medullary respiratory nuclei were recorded using two separate microelectrodes. Neurons were classified as bulbospinal or laryngeal if stimulation of the spinal cord or vagus nerve elicited antidromic action potentials, or as propriobulbar if they were not antidromically activated. Of 163 pairs of single unit activities, either inspiratory (143 pairs) or expiratory (20 pairs), cross-correlation analyses indicated that 23% had short latency peaks, either broad (12%) or sharp (1%) in their cross-correlograms, 3% had short latency troughs and 74% had flat cross-correlograms. When the two neurons were located in the DRN (68 pairs) the probability of obtaining a positive cross-correlogram was high for inspiratory bulbospinal neurons, indicating shared inputs and excitatory relationships. When one neuron of the pair was located in the RFN and the other in either the DRN or VRN (95 pairs), cross-correlation analysis revealed shared inputs, excitatory and inhibitory relationships. Among expiratory neurons interactions were only inhibitory with a more frequent incidence (3/20) than between inspiratory neurons (2/143). Our results indicate that: short time scale synchrony due to shared inputs (broad peaks) are largely distributed in the respiratory neuronal network and operate over long distance (i.e. RFN, caudal medulla); excitatory coupling may exist between remote neurons but is more frequent between inspiratory bulbospinal neurons located in the DRN.

Cross-correlation of ventrolateral inspiratory neurons in the cat

The ventrolateral region in the medulla of cats was explored with pairs of microelectrodes with tip separations from 100 to 300 micron such that extracellular potentials of pairs of near-neighboring neurons were recorded simultaneously. At least one neuron of each pair was antidromically activated from the spinal cord. Cross-correlation histograms were computed and showed the existence of short-term synchronization of firing for 8 of 20 neuron pairs (40%). The primary feature of the cross-correlation histograms was, typically, asymmetrical peaks on each side of time zero. The peaks were dissimilar, one low and broad, the other high and narrow, and occurred within a millisecond of time zero. Poststimulus histograms computed for one of the pair, during antidromic activation of the other, indicated a possible interaction between the neurons in one case but not in another. The results are suggestive of neuronal interactions among the late-firing inspiratory neurons of the nucleus retroambigualis but are not conclusive.