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1.
Nat Commun ; 15(1): 3542, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38719802

ABSTRACT

Understanding the functional connectivity between brain regions and its emergent dynamics is a central challenge. Here we present a theory-experiment hybrid approach involving iteration between a minimal computational model and in vivo electrophysiological measurements. Our model not only predicted spontaneous persistent activity (SPA) during Up-Down-State oscillations, but also inactivity (SPI), which has never been reported. These were confirmed in vivo in the membrane potential of neurons, especially from layer 3 of the medial and lateral entorhinal cortices. The data was then used to constrain two free parameters, yielding a unique, experimentally determined model for each neuron. Analytic and computational analysis of the model generated a dozen quantitative predictions about network dynamics, which were all confirmed in vivo to high accuracy. Our technique predicted functional connectivity; e. g. the recurrent excitation is stronger in the medial than lateral entorhinal cortex. This too was confirmed with connectomics data. This technique uncovers how differential cortico-entorhinal dialogue generates SPA and SPI, which could form an energetically efficient working-memory substrate and influence the consolidation of memories during sleep. More broadly, our procedure can reveal the functional connectivity of large networks and a theory of their emergent dynamics.


Subject(s)
Entorhinal Cortex , Models, Neurological , Neurons , Entorhinal Cortex/physiology , Animals , Neurons/physiology , Male , Connectome , Nerve Net/physiology , Membrane Potentials/physiology , Neural Pathways/physiology , Computer Simulation , Mice
2.
Sci Rep ; 7(1): 17040, 2017 12 06.
Article in English | MEDLINE | ID: mdl-29213058

ABSTRACT

Mechanisms underlying information storage have been depicted for global cell-wide and pathway-specific synaptic plasticity. Yet, little is known how these forms of plasticity interact to enhance synaptic competition and network stability. We examined synaptic interactions between apical and basal dendrites of CA1 pyramidal neurons in mouse hippocampal slices. Bursts (50 Hz) of three action potentials (AP-bursts) paired with preceding presynaptic stimulation in stratum radiatum specifically led to LTP of the paired pathway in adult mice (P75). At adolescence (P28), an increase in burst frequency (>50 Hz) was required to gain timing-dependent LTP. Surprisingly, paired radiatum and unpaired oriens pathway potentiated, unless the pre-post delay was shortened from 10 to 5 ms, which selectively potentiated paired radiatum pathway, since unpaired oriens pathway decreased back to baseline. Conversely, the exact same 5 ms pairing in stratum oriens potentiated both pathways, as did AP-bursts alone, which potentiated synaptic efficacy as well as current-evoked postsynaptic spiking. L-type voltage-gated Ca2+ channels were involved in mediating synaptic potentiation in oriens, whereas NMDA and adenosine receptors counteracted unpaired stratum oriens potentiation following pairing in stratum radiatum. This asymmetric plasticity uncovers important insights into alterations of synaptic efficacy and intrinsic neuronal excitability for pathways that convey hippocampal and extra-hippocampal information.


Subject(s)
CA1 Region, Hippocampal/metabolism , Long-Term Potentiation , Action Potentials , Animals , CA1 Region, Hippocampal/cytology , Calcium Channels, L-Type/metabolism , Electric Stimulation , Excitatory Postsynaptic Potentials , In Vitro Techniques , Mice , Receptors, GABA-B/metabolism , Receptors, N-Methyl-D-Aspartate/metabolism , Receptors, Purinergic P1/metabolism , Synapses/physiology
3.
Nat Neurosci ; 15(11): 1531-8, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23042081

ABSTRACT

Persistent activity is thought to mediate working memory during behavior. Can it also occur during sleep? We found that the membrane potential of medial entorhinal cortex layer III (MECIII) neurons, a gateway between neocortex and hippocampus, showed spontaneous, stochastic persistent activity in vivo in mice during Up-Down state oscillations (UDS). This persistent activity was locked to the neocortical Up states with a short delay, but persisted over several cortical UDS cycles. Lateral entorhinal neurons did not show substantial persistence, and current injections similar to those used in vitro failed to elicit persistence in vivo, implicating network mechanisms. Hippocampal CA1 neurons' spiking activity was reduced during neocortical Up states, but was increased during MECIII persistent states. These results provide, to the best of our knowledge, the first direct evidence for persistent activity in MECIII neurons in vivo and reveal its contribution to cortico-hippocampal interaction that could be involved in working memory and learning of long behavioral sequences during behavior, and memory consolidation during sleep.


Subject(s)
Entorhinal Cortex/physiology , Hippocampus/physiology , Membrane Potentials/physiology , Neocortex/physiology , Neurons/physiology , Animals , Biophysics , Electric Stimulation , In Vitro Techniques , Markov Chains , Mice , Mice, Inbred C57BL , Neural Pathways/physiology , Statistics, Nonparametric , Stochastic Processes
4.
Neuron ; 66(5): 768-80, 2010 Jun 10.
Article in English | MEDLINE | ID: mdl-20547133

ABSTRACT

Central nervous system synapses undergo activity-dependent alterations to support learning and memory. Long-term depression (LTD) reflects a sustained reduction of the synaptic AMPA receptor content based on targeted clathrin-mediated endocytosis. Here we report a current-independent form of AMPA receptor signaling, fundamental for LTD. We found that AMPA receptors directly interact via the GluA2 subunit with the synaptic protein BRAG2, which functions as a guanine-nucleotide exchange factor (GEF) for the coat-recruitment GTPase Arf6. BRAG2-mediated catalysis, controlled by ligand-binding and tyrosine phosphorylation of GluA2, activates Arf6 to internalize synaptic AMPA receptors upon LTD induction. Furthermore, acute blockade of the GluA2-BRAG2 interaction and targeted deletion of BRAG2 in mature hippocampal CA1 pyramidal neurons prevents LTD in CA3-to-CA1 cell synapses, irrespective of the induction pathway. We conclude that BRAG2-mediated Arf6 activation triggered by AMPA receptors is the convergent step of different forms of LTD, thus providing an essential mechanism for the control of vesicle formation by endocytic cargo.


Subject(s)
ADP-Ribosylation Factors/physiology , Guanine Nucleotide Exchange Factors/physiology , Long-Term Synaptic Depression/physiology , Nerve Tissue Proteins/physiology , Receptors, AMPA/physiology , Signal Transduction/physiology , ADP-Ribosylation Factor 6 , Animals , Cell Line , Cells, Cultured , Cytoplasmic Vesicles/physiology , Endocytosis/physiology , Humans , Mice , Neurons/physiology , Rats
5.
J Physiol ; 587(Pt 4): 787-804, 2009 Feb 15.
Article in English | MEDLINE | ID: mdl-19103683

ABSTRACT

Fragile X syndrome is one of the most common forms of mental retardation, yet little is known about the physiological mechanisms causing the disease. In this study, we probed the ionotropic glutamate receptor content in synapses of hippocampal CA1 pyramidal neurons in a mouse model for fragile X (Fmr1 KO2). We found that Fmr1 KO2 mice display a significantly lower AMPA to NMDA ratio than wild-type mice at 2 weeks of postnatal development but not at 6-7 weeks of age. This ratio difference at 2 weeks postnatally is caused by down-regulation of the AMPA and up-regulation of the NMDA receptor components. In correlation with these changes, the induction of NMDA receptor-dependent long-term potentiation following a low-frequency pairing protocol is increased in Fmr1 KO2 mice at this developmental stage but not later in maturation. We propose that ionotropic glutamate receptors, as well as potentiation, are altered at a critical time point for hippocampal network development, causing long-term changes. Associated learning and memory deficits would contribute to the fragile X mental retardation phenotype.


Subject(s)
Fragile X Mental Retardation Protein/genetics , Gene Expression Regulation, Developmental/genetics , Neuronal Plasticity/genetics , Receptors, Glutamate/metabolism , Synapses/metabolism , Animals , Animals, Newborn , Fragile X Mental Retardation Protein/biosynthesis , Hippocampus/metabolism , Hippocampus/pathology , Long-Term Potentiation/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , Receptors, AMPA/metabolism , Receptors, N-Methyl-D-Aspartate/metabolism , Synapses/genetics , Synapses/pathology
6.
Neuropharmacology ; 52(1): 77-86, 2007 Jan.
Article in English | MEDLINE | ID: mdl-16901514

ABSTRACT

Activation of NMDA receptors (NMDARs) is a requirement for persistent synaptic alterations, such as long-term potentiation of synaptic transmission (LTP). NMDARs are composed of NR1 and NR2 subunits, and NR2 subunit-dependent gating properties of NMDAR subtypes cause dramatic differences in the timing of charge transfer. These postsynaptic temporal profiles are further influenced by the frequency of synaptic activation. Here, we investigated in the CA1 region of hippocampal slices from P28 mice, whether particular NMDAR subtypes are recruited based on NR2 subunit-specific gating following different induction protocols. For high frequency afferent stimulation (HFS), we found that genetic impairment of NR2A or pharmacological block of NR2A- or NR2B-type NMDARs can reduce field LTP. In contrast, when pairing low frequency synaptic stimulation with postsynaptic depolarization (LFS pairing) in single CA1 neurons, pharmacological antagonism of either subtype modestly reduced the charge transfer during LFS pairing without reducing the LTP magnitude. These results indicate that HFS-triggered LTP is induced by more than one NMDAR subtype, whereas a single subtype is sufficient during LFS pairing. Analysis of charge transfer during LFS pairing in 13 different conditions revealed a threshold for LTP induction, which was independent of the NR2 antagonist tested. Thus, at least for LFS pairing, the amount of charge transfer, and thus Ca2+ influx, during LTP induction is a factor more critical than the participation of a particular NMDAR subtype.


Subject(s)
Hippocampus/physiology , Long-Term Potentiation/physiology , Receptors, N-Methyl-D-Aspartate/physiology , Animals , Animals, Newborn , Dose-Response Relationship, Drug , Dose-Response Relationship, Radiation , Electric Stimulation , Excitatory Amino Acid Agonists/pharmacology , Excitatory Amino Acid Antagonists/pharmacology , Hippocampus/cytology , In Vitro Techniques , Long-Term Potentiation/drug effects , Long-Term Potentiation/genetics , Long-Term Potentiation/radiation effects , Mice , Mice, Inbred C57BL , Mice, Knockout , Neurons/drug effects , Neurons/physiology , Neurons/radiation effects , Patch-Clamp Techniques/methods , Receptors, N-Methyl-D-Aspartate/deficiency
7.
J Neurosci ; 25(29): 6907-10, 2005 Jul 20.
Article in English | MEDLINE | ID: mdl-16033900

ABSTRACT

NMDA receptor (NMDAR) 2A (NR2A)- and NR2B-type NMDARs coexist in synapses of CA1 pyramidal cells. Recent studies using pharmacological blockade of NMDAR subtypes proposed that the NR2A type is responsible for inducing long-term potentiation (LTP), whereas the NR2B type induces long-term depression (LTD). This contrasts with the finding in genetically modified mice that NR2B-type NMDARs induce LTP when NR2A signaling is absent or impaired, although compensatory mechanisms might have contributed to this result. We therefore assessed the contribution of the two NMDAR subtypes to LTP in mouse hippocampal slices by different induction protocols and in the presence of NMDAR antagonists, including the NR2A-type blocker NVP-AAM077, for which an optimal concentration for subtype selectivity was determined on recombinant and native NMDARs. Partial blockade of NMDA EPSCs by 40%, either by preferentially antagonizing NR2A- or NR2B-type NMDARs or by the nonselective antagonist D-AP-5, did not impair LTP, demonstrating that hippocampal LTP induction can be generated by either NMDAR subtype.


Subject(s)
Hippocampus/physiology , Long-Term Potentiation/physiology , Receptors, N-Methyl-D-Aspartate/physiology , Animals , Cell Line , Electric Stimulation , Excitatory Postsynaptic Potentials/drug effects , Excitatory Postsynaptic Potentials/physiology , Hippocampus/cytology , Humans , Kidney/cytology , Mice , Organ Culture Techniques , Piperidines/pharmacology , Pyramidal Cells/physiology , Quinoxalines/pharmacology , Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors , Receptors, N-Methyl-D-Aspartate/genetics , Recombinant Proteins/genetics , Transfection
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