scholarly journals Optogenetic inhibition-mediated activity-dependent modification of CA1 pyramidal-interneuron connections during behavior

eLife ◽  
2020 ◽  
Vol 9 ◽  
Author(s):  
Igor Gridchyn ◽  
Philipp Schoenenberger ◽  
Joseph O'Neill ◽  
Jozsef Csicsvari
Keyword(s):  
Firing Rate ◽  
Pyramidal Cell ◽  
Pyramidal Cells ◽  
Inhibitory Interneurons ◽  
Spike Synchrony ◽  
Synaptic Inputs ◽  
Cross Correlations ◽  
Dependent Modification ◽  
Activity Dependent

In vitro work revealed that excitatory synaptic inputs to hippocampal inhibitory interneurons could undergo Hebbian, associative, or non-associative plasticity. Both behavioral and learning-dependent reorganization of these connections has also been demonstrated by measuring spike transmission probabilities in pyramidal cell-interneuron spike cross-correlations that indicate monosynaptic connections. Here we investigated the activity-dependent modification of these connections during exploratory behavior in rats by optogenetically inhibiting pyramidal cell and interneuron subpopulations. Light application and associated firing alteration of pyramidal and interneuron populations led to lasting changes in pyramidal-interneuron connection weights as indicated by spike transmission changes. Spike transmission alterations were predicted by the light-mediated changes in the number of pre- and postsynaptic spike pairing events and by firing rate changes of interneurons but not pyramidal cells. This work demonstrates the presence of activity-dependent associative and non-associative reorganization of pyramidal-interneuron connections triggered by the optogenetic modification of the firing rate and spike synchrony of cells.

Possible Effects of Depolarizing GABAA Conductance on the Neuronal Input–Output Relationship: A Modeling Study

2005 ◽  
Vol 93 (6) ◽  
pp. 3504-3523 ◽  
Author(s):  
Kenji Morita ◽  
Kunichika Tsumoto ◽  
Kazuyuki Aihara
Keyword(s):  
Firing Rate ◽  
Cortical Neurons ◽  
Reversal Potential ◽  
Pyramidal Cells ◽  
Resting Potential ◽  
Input Output ◽  
Wide Range ◽  
The Relationship

Recent in vitro experiments revealed that the GABAA reversal potential is about 10 mV higher than the resting potential in mature mammalian neocortical pyramidal cells; thus GABAergic inputs could have facilitatory, rather than inhibitory, effects on action potential generation under certain conditions. However, how the relationship between excitatory input conductances and the output firing rate is modulated by such depolarizing GABAergic inputs under in vivo circumstances has not yet been understood. We examine herewith the input–output relationship in a simple conductance-based model of cortical neurons with the depolarized GABAA reversal potential, and show that a tonic depolarizing GABAergic conductance up to a certain amount does not change the relationship between a tonic glutamatergic driving conductance and the output firing rate, whereas a higher GABAergic conductance prevents spike generation. When the tonic glutamatergic and GABAergic conductances are replaced by in vivo–like highly fluctuating inputs, on the other hand, the effect of depolarizing GABAergic inputs on the input–output relationship critically depends on the degree of coincidence between glutamatergic input events and GABAergic ones. Although a wide range of depolarizing GABAergic inputs hardly changes the firing rate of a neuron driven by noncoincident glutamatergic inputs, a certain range of these inputs considerably decreases the firing rate if a large number of driving glutamatergic inputs are coincident with them. These results raise the possibility that the depolarized GABAA reversal potential is not a paradoxical mystery, but is instead a sophisticated device for discriminative firing rate modulation.

scholarly journals Presynaptic cholinergic neuromodulation alters the temporal dynamics of short-term depression at parvalbumin-positive basket cell synapses from juvenile CA1 mouse hippocampus

2015 ◽  
Vol 113 (7) ◽  
pp. 2408-2419 ◽  
Author(s):  
J. Josh Lawrence ◽  
Heikki Haario ◽  
Emily F. Stone
Keyword(s):  
Pyramidal Cell ◽  
Acetylcholine Receptors ◽  
Temporal Dynamics ◽  
Hippocampal Slices ◽  
Pyramidal Cells ◽  
Calcium Transient ◽  
Muscarinic Acetylcholine Receptors ◽  
Presynaptic Calcium

Parvalbumin-positive basket cells (PV BCs) of the CA1 hippocampus are active participants in theta (5–12 Hz) and gamma (20–80 Hz) oscillations in vivo. When PV BCs are driven at these frequencies in vitro, inhibitory postsynaptic currents (IPSCs) in synaptically connected CA1 pyramidal cells exhibit paired-pulse depression (PPD) and multiple-pulse depression (MPD). Moreover, PV BCs express presynaptic muscarinic acetylcholine receptors (mAChRs) that may be activated by synaptically released acetylcholine during learning behaviors in vivo. Using acute hippocampal slices from the CA1 hippocampus of juvenile PV-GFP mice, we performed whole cell recordings from synaptically connected PV BC-CA1 pyramidal cell pairs to investigate how bath application of 10 μM muscarine impacts PPD and MPD at CA1 PV BC-pyramidal cell synapses. In accordance with previous studies, PPD and MPD magnitude increased with stimulation frequency. mAChR activation reduced IPSC amplitude and transiently reduced PPD, but MPD was largely maintained. Consistent with a reduction in release probability ( pr), MPD and mAChR activation increased both the coefficient of variation of IPSC amplitudes and the fraction of failures. Using variance-mean analysis, we converted MPD trains to pr functions and developed a kinetic model that optimally fit six distinct pr conditions. The model revealed that vesicular depletion caused MPD and that recovery from depression was dependent on calcium. mAChR activation reduced the presynaptic calcium transient fourfold and initial pr twofold, thereby reducing PPD. However, mAChR activation slowed calcium-dependent recovery from depression during sustained repetitive activity, thereby preserving MPD. Thus the activation of presynaptic mAChRs optimally protects PV BCs from vesicular depletion during short bursts of high-frequency activity.

scholarly journals Recruitment of an inhibitory hippocampal network after bursting in a single granule cell

2007 ◽  
Vol 104 (18) ◽  
pp. 7640-7645 ◽  
Author(s):  
Masahiro Mori ◽  
Beat H. Gähwiler ◽  
Urs Gerber
Keyword(s):  
Pyramidal Cell ◽  
Granule Cell ◽  
Mossy Fiber ◽  
Mossy Fibers ◽  
Pyramidal Cells ◽  
Network Activity ◽  
Inhibitory Input ◽  
Inhibitory Interneurons ◽  
Failure Rates ◽  
Ca3 Pyramidal Cells

The hippocampal CA3 area, an associational network implicated in memory function, receives monosynaptic excitatory as well as disynaptic inhibitory input through the mossy-fiber axons of the dentate granule cells. Synapses made by mossy fibers exhibit low release probability, resulting in high failure rates at resting discharge frequencies of 0.1 Hz. In recordings from functionally connected pairs of neurons, burst firing of a granule cell increased the probability of glutamate release onto both CA3 pyramidal cells and inhibitory interneurons, such that subsequent low-frequency stimulation evoked biphasic excitatory/inhibitory responses in a CA3 pyramidal cell, an effect lasting for minutes. Analysis of the unitary connections in the circuit revealed that granule cell bursting caused powerful activation of an inhibitory network, thereby transiently suppressing excitatory input to CA3 pyramidal cells. This phenomenon reflects the high incidence of spike-to-spike transmission at granule cell to interneuron synapses, the numerically much greater targeting by mossy fibers of inhibitory interneurons versus principal cells, and the extensively divergent output of interneurons targeting CA3 pyramidal cells. Thus, mossy-fiber input to CA3 pyramidal cells appears to function in three distinct modes: a resting mode, in which synaptic transmission is ineffectual because of high failure rates; a bursting mode, in which excitation predominates; and a postbursting mode, in which inhibitory input to the CA3 pyramidal cells is greatly enhanced. A mechanism allowing the transient recruitment of inhibitory input may be important for controlling network activity in the highly interconnected CA3 pyramidal cell region.

Oscillatory and burst discharge in the apteronotid electrosensory lateral line lobe

1999 ◽  
Vol 202 (10) ◽  
pp. 1255-1265 ◽  
Author(s):  
R.W. Turner ◽  
L. Maler
Keyword(s):  
Feature Extraction ◽  
Lateral Line ◽  
Pyramidal Cell ◽  
Frequency Tuning ◽  
Pyramidal Cells ◽  
Weakly Electric Fish ◽  
Burst Discharge ◽  
Sensory Maps

Oscillatory and burst discharge is recognized as a key element of signal processing from the level of receptor to cortical output cells in most sensory systems. The relevance of this activity for electrosensory processing has become increasingly apparent for cells in the electrosensory lateral line lobe (ELL) of gymnotiform weakly electric fish. Burst discharge by ELL pyramidal cells can be recorded in vivo and has been directly associated with feature extraction of electrosensory input. In vivo recordings have also shown that pyramidal cells are differentially tuned to the frequency of amplitude modulations across three ELL topographic maps of electroreceptor distribution. Pyramidal cell recordings in vitro reveal two forms of oscillatory discharge with properties consistent with pyramidal cell frequency tuning in vivo. One is a slow oscillation of spike discharge arising from local circuit interactions that exhibits marked changes in several properties across the sensory maps. The second is a fast, intrinsic form of burst discharge that incorporates a newly recognized interaction between somatic and dendritic membranes. These findings suggest that a differential regulation of oscillatory discharge properties across sensory maps may underlie frequency tuning in the ELL and influence feature extraction in vivo.

scholarly journals Synchronized gamma-frequency inhibition in neocortex depends on excitatory-inhibitory interactions but not electrical synapses

2016 ◽  
Vol 116 (2) ◽  
pp. 351-368 ◽  
Author(s):  
Garrett T. Neske ◽  
Barry W. Connors
Keyword(s):  
Pyramidal Neurons ◽  
Barrel Cortex ◽  
Pyramidal Cells ◽  
Inhibitory Interneurons ◽  
Electrical Synapses ◽  
Postsynaptic Currents ◽  
Gamma Frequency ◽  
Up States ◽  
Inhibitory Interactions

Synaptic inhibition plays a crucial role in the precise timing of spiking activity in the cerebral cortex. Synchronized, rhythmic inhibitory activity in the gamma (30–80 Hz) range is thought to be especially important for the active, information-processing neocortex, but the circuit mechanisms that give rise to synchronized inhibition are uncertain. In particular, the relative contributions of reciprocal inhibitory connections, excitatory-inhibitory interactions, and electrical synapses to precise spike synchrony among inhibitory interneurons are not well understood. Here we describe experiments on mouse barrel cortex in vitro as it spontaneously generates slow (<1 Hz) oscillations (Up and Down states). During Up states, inhibitory postsynaptic currents (IPSCs) are generated at gamma frequencies and are more synchronized than excitatory postsynaptic currents (EPSCs) among neighboring pyramidal cells. Furthermore, spikes in homotypic pairs of interneurons are more synchronized than in pairs of pyramidal cells. Comparing connexin36 knockout and wild-type animals, we found that electrical synapses make a minimal contribution to synchronized inhibition during Up states. Estimations of the delays between EPSCs and IPSCs in single pyramidal cells showed that excitation often preceded inhibition by a few milliseconds. Finally, tonic optogenetic activation of different interneuron subtypes in the absence of excitation led to only weak synchrony of IPSCs in pairs of pyramidal neurons. Our results suggest that phasic excitatory inputs are indispensable for synchronized spiking in inhibitory interneurons during Up states and that electrical synapses play a minimal role.

scholarly journals Selective Cholinergic Modulation of Cortical GABAergic Cell Subtypes

1997 ◽  
Vol 78 (3) ◽  
pp. 1743-1747 ◽  
Author(s):  
Yasuo Kawaguchi
Keyword(s):  
Frontal Cortex ◽  
Calcium Binding ◽  
Pyramidal Cells ◽  
Inhibitory Interneurons ◽  
Muscarinic Agonists ◽  
Cholinergic Modulation ◽  
Morphological Criteria ◽  
Cell Recording ◽  
Fast Spiking

Kawaguchi, Yasuo. Selective cholinergic modulation of cortical GABAergic cell subtypes. J. Neurophysiol. 78: 1743–1747, 1997. Acetylcholine from the basal forebrain and γ-aminobutyric acid (GABA) from intracortical inhibitory interneurons exert strong influence on the cortical activity and may interact with each other. Cholinergic or muscarinic agonists indeed induced GABAergic postsynaptic currents in pyramidal cells by exciting inhibitory interneurons that have recently been classified into several distinct subtypes on the basis of the physiological, chemical, and morphological criteria. Cholinergic effects on GABAergic cell subtypes were investigated of rat frontal cortex by in vitro whole cell recording with intracellular staining in frontal cortex of young rats. GABAergic cell subtypes were identified physiologically by firing responses to depolarizing current pulses and immunohistochemically as containing parvalbumin, somatostatin, vasoactive intestinal polypeptide (VIP), or cholecystokinin (CCK). Carbachol (10 μM) or (+)-muscarine (3 μM) affected the activities of peptide-containing GABAergic cells with regular- or burst-spiking characteristics, but not of GABAergic cells with fast-spiking characteristics containing the calcium-binding protein parvalbumin orGABAergic cells with late-spiking characteristics. Somatostatin- or VIP-immunoreactive cells were depolarized with spike firing. CCK-immunoreactive cells were affected heterogeneously by cholinergic agonists. Larger CCK cells were hyperpolarized, followed by a slow depolarization, whereas smaller CCK cells were only depolarized. These results suggest that the excitability of cortical GABAergic cell subtypes is differentially regulated by acetylcholine. Differences in cholinergic responses suggest a distinct functional role of each GABAergic cell subtype.

Oscillatory and burst discharge across electrosensory topographic maps

1996 ◽  
Vol 76 (4) ◽  
pp. 2364-2382 ◽  
Author(s):  
R. W. Turner ◽  
J. R. Plant ◽  
L. Maler
Keyword(s):  
Electric Fields ◽  
Pyramidal Cell ◽  
Unit Activity ◽  
Pyramidal Cells ◽  
Average Frequency ◽  
Afferent Input ◽  
Weakly Electric Fish ◽  
Burst Discharge

1. Three parallel maps of the distribution of tuberous electroreceptor inputs are found in the medullary electrosensory lateral line lobe (ELL) of weakly electric fish. Pyramidal cells in each map are known to respond differentially to the frequency of amplitude modulations (AMs) of external electric fields in vivo. We used an in vitro ELL slice preparation of Apteronotus leptorhynchus to compare the characteristics of spontaneously active single units across the three tuberous maps. It was our objective to determine whether spontaneous bursting activity of pyramidal cells in each map correlates with the known AM frequency selectivities of pyramidal cells in vivo. 2. Single-unit discharges were recorded from the pyramidal cell layer of the centromedial segment (CMS), centrolateral segment (CLS), and lateral segment (LS) of the ELL. Stochastic analysis of interspike intervals (ISIs) was used to identify bursting and nonbursting unit activity, and to separately analyze intra- and interburst ISIs. Four ISI patterns were identified as 1) bursting, 2) regular spiking, 3) irregular spiking, and 4) highly irregular spiking. This work focuses primarily on the characteristics of bursting units across the ELL segments. 3. Spontaneous bursting discharge was identified in all three maps (68 of 97 units), with several characteristics changing in a gradual manner across the maps. The coefficient of variation (CV) of ISIs and intraburst ISIs decreased significantly from the CMS to the LS, whereas the CV of burst periods increased significantly from the CMS to the LS. Autocorrelations and power spectral density analysis identified units discharging in an oscillatory manner with the following ratio: CMS, 75%; CLS, 4%; LS, 8%. 4. The mean period of spike bursts decreased significantly across the segments (CMS, 2.7 s; CLS, 1.2 s; LS, 1.1 s) primarily because of a shortening of mean burst duration (CMS, 1.0 s; CLS, 0.1 s; LS, 0.05 s). The average number of spikes per burst decreased significantly across the maps (CMS, 61; CLS, 8; LS, 8), whereas the average frequency of spikes per burst increased (CMS, 90 Hz; CLS, 130 Hz; LS, 178 Hz), mainly through an increase in the maximal frequencies attained by units within each map. 5. Bursts in the CMS were unstructured in that the intraburst ISIs were serially independent, whereas for many units in the CLS and especially the LS there were serial dependencies of successive spikes, with alternating short and long ISIs during the burst. 6. These data reveal that the characteristics of bursting unit activity differ between the CMS, CLS, and LS maps in vitro, implying a modulation of the factors underlying burst discharge across multiple sensory maps. Because the pattern of change in burst activity between these maps parallels that of pyramidal cell AM frequency selectivity in vivo, oscillatory and burst discharge may represent the cellular mechanism used to tune these cells to specific frequencies of afferent input during electrolocation and electrocommunication.

Activity-dependent response depression in rat hippocampal CA1 pyramidal neurons in vitro

1995 ◽  
Vol 74 (4) ◽  
pp. 1714-1729 ◽  
Author(s):  
M. Borde ◽  
J. R. Cazalets ◽  
W. Buno
Keyword(s):  
Pyramidal Neurons ◽  
Pyramidal Cells ◽  
Input Resistance ◽  
Threshold Current ◽  
High Rate ◽  
Intrinsic Properties ◽  
Electrode Current ◽  
Activation Rate ◽  
Activity Dependent

1. A gradual and prolonged decrease of the response, termed here “depression”, evoked by repeated activation with transmembrane current stimuli was analyzed in rat CA1 hippocampal pyramidal cells under single-electrode current clamp by the use of the in vitro slice technique. 2. Depression was induced by 2-s duration 0.3- to 0.7-nA current pulses presented as a sequence of 12 stimuli at 3- to 60-s intervals. Sinusoidal currents (0.5-1.0 nA) at 5-Hz or 200-ms pulses repeated at 0.3-0.5/s, which may be more natural stimulations, also induced depression. 3. Depression outlasted stimulation up to 170 s in all cells tested. The initial high rate spike burst changed little (< 20%), whereas the lower rate adapted response decreased markedly (> 40%). Thus neurons increased their rate of adaptation. The afterhyperpolarizations following pulse-evoked responses increased in duration and amplitude with depression. There were input resistance (Rin) reductions at depolarized membrane potentials and during pulses. However, Rin reductions were considerably smaller or altogether absent late during interpulse intervals. Sub-threshold current stimuli were ineffective, indicating that spike activity was necessary to elicit depression. 4. Depression was 1) insensitive to the toxin omega-Agatoxin-IVA (omega-Aga-IVA; 0.5 microM), which blocked synaptic transmission, revealing a key involvement of intrinsic properties and little if any synaptic participation; 2) insensitive to 4-aminopyrydine (2.00-4.00 mM), which greatly enhanced excitatory and inhibitory synaptic efficacy, again suggesting little synaptic involvement and a principal postsynaptic participation, and no participation of the K(+)-mediated currents IA and ID; 3) abolished by carbamalcholine (5.0-20.0 microM)- an effect blocked by atropine (1.0-10.0 microM)- and reduced by Ca(2+)-free solutions, and by intracellular injection of the Ca2+ chelator 1,2-bis(2-aminophenoxy)ethane-N,N,N',N'-tetraacetic acid (BAPTA), suggesting that Ca(2+)-dependent K(+)-mediated currents are key factors, with a less important participation of the K(+)-mediated IM current. 5. We conclude that depression was due to activity-dependent modifications in intrinsic properties, with little if any synaptic participation. Depression may be functionally significant because it was induced by potentially natural stimulations. A model is proposed that accounts for the main traits of depression. In the model, depression was induced by a gradual decline of the speed at which Ca2+ was buffered intracellularly; an increase in the IK(Ca)S activation rate constant also simulated depression.

Activity-Dependent Depression of Local Excitatory Connections in the CA1 Region of Mouse Hippocampus

2007 ◽  
Vol 97 (6) ◽  
pp. 3926-3936 ◽  
Author(s):  
Ann E. Fink ◽  
Joshua Sariñana ◽  
Erin E. Gray ◽  
Thomas J. O'Dell
Keyword(s):  
Pyramidal Cell ◽  
Adenosine Receptors ◽  
Low Frequency ◽  
Pyramidal Cells ◽  
Paired Pulse ◽  
Ca1 Pyramidal Cells ◽  
Ca1 Region ◽  
Activity Dependent ◽  
Fiber Stimulation ◽  
Paired Pulse Depression

The existence of recurrent excitatory synapses between pyramidal cells in the hippocampal CA1 region has been known for some time yet little is known about activity-dependent forms of plasticity at these synapses. Here we demonstrate that under certain experimental conditions, Schaffer collateral/commissural fiber stimulation can elicit robust polysynaptic excitatory postsynaptic potentials due to recurrent synaptic inputs onto CA1 pyramidal cells. In contrast to CA3 pyramidal cell inputs, recurrent synapses onto CA1 pyramidal cells exhibited robust paired-pulse depression and a sustained, but rapidly reversible, depression in response to low-frequency trains of Schaffer collateral fiber stimulation. Blocking GABAB receptors abolished paired-pulse depression but had little effect on low-frequency stimulation (LFS)-induced depression. Instead, LFS-induced depression was significantly attenuated by an inhibitor of A1 type adenosine receptors. Blocking the postsynaptic effects of GABAB and A1 receptor activation on CA1 pyramidal cell excitability with an inhibitor of G-protein-activated inwardly rectifying potassium channels had no effect on either paired-pulse depression or LFS-induced depression. Thus activation of presynaptic GABAB and adenosine receptors appears to have an important role in activity-dependent depression at recurrent synapses. Together, our results indicate that CA3-CA1 and CA1-CA1 synapses exhibit strikingly different forms of short-term synaptic plasticity and suggest that activity-dependent changes in recurrent synaptic transmission can transform the CA1 region from a sparsely connected recurrent network into a predominantly feedforward circuit.

scholarly journals Synaptic plasticity is predicted by spatiotemporal firing rate patterns and robust to in vivo-like variability

2021 ◽  
Author(s):  
Dan B Dorman ◽  
Kim T Blackwell
Keyword(s):  
Synaptic Plasticity ◽  
Firing Rate ◽  
Dendritic Tree ◽  
Spike Timing ◽  
Synaptic Activity ◽  
Data Driven ◽  
Synaptic Inputs ◽  
The Brain

Synaptic plasticity, the experience-induced change in connections between neurons, underlies learning and memory in the brain. Most of our understanding of synaptic plasticity derives from in vitro experiments with precisely repeated stimulus patterns; however, neurons exhibit significant variability in vivo during repeated experiences. Further, the spatial pattern of synaptic inputs to the dendritic tree influences synaptic plasticity, yet is not considered in most synaptic plasticity rules. Here, we address the sensitivity of plasticity to trial-to-trial variability and delineate how spatiotemporal synaptic input patterns produce plasticity with in vivo-like conditions using a data-driven computational model with a calcium-based plasticity rule. Using in vivo spike train recordings as inputs, we show that plasticity is strongly robust to trial-to-trial variability of spike timing, and derive general synaptic plasticity rules describing how spatiotemporal patterns of synaptic inputs control the magnitude and direction of plasticity. Specifically, a high temporal input firing rate to a synapse late in a trial correlated with neighboring synaptic activity produces potentiation, while an earlier, moderate firing rate that is negatively correlated with neighboring synaptic activity produces depression. Together, our results reveal that calcium dynamics can unify diverse plasticity rules and reveal how spatiotemporal firing rate patterns control synaptic plasticity.

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