@article {67822, title = {Bidirectional synaptic plasticity rapidly modifies hippocampal representations.}, journal = {eLife}, volume = {10}, year = {2021}, month = {2021 Dec 09}, abstract = {

Learning requires neural adaptations thought to be mediated by activity-dependent synaptic plasticity. A relatively non-standard form of synaptic plasticity driven by dendritic calcium spikes, or plateau potentials, has been reported to underlie place field formation in rodent hippocampal CA1 neurons. Here we found that this behavioral timescale synaptic plasticity (BTSP) can also reshape existing place fields via bidirectional synaptic weight changes that depend on the temporal proximity of plateau potentials to pre-existing place fields. When evoked near an existing place field, plateau potentials induced less synaptic potentiation and more depression, suggesting BTSP might depend inversely on postsynaptic activation. However, manipulations of place cell membrane potential and computational modeling indicated that this anti-correlation actually results from a dependence on current synaptic weight such that weak inputs potentiate and strong inputs depress. A network model implementing this bidirectional synaptic learning rule suggested that BTSP enables population activity, rather than pairwise neuronal correlations, to drive neural adaptations to experience.

}, issn = {2050-084X}, doi = {10.7554/eLife.73046}, author = {Milstein, Aaron D and Li, Yiding and Bittner, Katie C and Grienberger, Christine and Soltesz, Ivan and Magee, Jeffrey C and Romani, Sandro} } @article {48785, title = {Behavioral time scale synaptic plasticity underlies CA1 place fields.}, journal = {Science (New York, N.Y.)}, volume = {357}, year = {2017}, month = {2017 Sep 08}, pages = {1033-1036}, abstract = {

Learning is primarily mediated by activity-dependent modifications of synaptic strength within neuronal circuits. We discovered that place fields in hippocampal area CA1 are produced by a synaptic potentiation notably different from Hebbian plasticity. Place fields could be produced in vivo in a single trial by potentiation of input that arrived seconds before and after complex spiking. The potentiated synaptic input was not initially coincident with action potentials or depolarization. This rule, named behavioral time scale synaptic plasticity, abruptly modifies inputs that were neither causal nor close in time to postsynaptic activation. In slices, five pairings of subthreshold presynaptic activity and calcium (Ca(2+)) plateau potentials produced a large potentiation with an asymmetric seconds-long time course. This plasticity efficiently stores entire behavioral sequences within synaptic weights to produce predictive place cell activity.

}, issn = {1095-9203}, doi = {10.1126/science.aan3846}, author = {Bittner, Katie C and Milstein, Aaron D and Grienberger, Christine and Romani, Sandro and Magee, Jeffrey C} } @article {48253, title = {Inhibitory suppression of heterogeneously tuned excitation enhances spatial coding in CA1 place cells.}, journal = {Nature Neuroscience}, volume = {20}, year = {2017}, month = {2017 Jan 23}, pages = {417-26}, abstract = {

Place cells in the CA1 region of the hippocampus express location-specific firing despite receiving a steady barrage of heterogeneously tuned excitatory inputs that should compromise output dynamic range and timing. We examined the role of synaptic inhibition in countering the deleterious effects of off-target excitation. Intracellular recordings in behaving mice demonstrate that bimodal excitation drives place cells, while unimodal excitation drives weaker or no spatial tuning in interneurons. Optogenetic hyperpolarization of interneurons had spatially uniform effects on place cell membrane potential dynamics, substantially reducing spatial selectivity. These data and a computational model suggest that spatially uniform inhibitory conductance enhances rate coding in place cells by suppressing out-of-field excitation and by limiting dendritic amplification. Similarly, we observed that inhibitory suppression of phasic noise generated by out-of-field excitation enhances temporal coding by expanding the range of theta phase precession. Thus, spatially uniform inhibition allows proficient and flexible coding in hippocampal CA1 by suppressing heterogeneously tuned excitation.

}, issn = {1546-1726}, doi = {10.1038/nn.4486}, author = {Grienberger, Christine and Milstein, Aaron D and Bittner, Katie C and Romani, Sandro and Magee, Jeffrey C} } @article {47300, title = {Axonal filtering allows reliable output during dendritic plateau-driven complex spiking in CA1 neurons.}, journal = {Neuron}, volume = {89}, year = {2016}, month = {2016 Feb 17}, pages = {770-783}, abstract = {

In CA1 pyramidal neurons, correlated inputs trigger dendritic plateau potentials that drive neuronal plasticity and firing rate modulation. Given the strong electrotonic coupling between soma and axon, the \>25\ mV depolarization associated with the plateau could propagate through the axon to influence action potential initiation, propagation, and neurotransmitter release. We examined this issue in brain slices, awake mice, and a computational model. Despite profoundly inactivating somatic and proximal axon Na(+) channels, plateaus evoked action potentials that recovered to full amplitude in the distal axon (\>150\ μm) and triggered neurotransmitter release similar to regular spiking. This effect was due to strong attenuation of plateau depolarizations by axonal K(+) channels, allowing full axon repolarization and Na(+) channel deinactivation. High-pass filtering of dendritic plateaus by axonal K(+) channels should thus enable accurate transmission of gain-modulated firing rates, allowing neuronal firing to be efficiently read out by downstream regions as a simple rate code.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2015.12.040}, author = {Apostolides, Pierre F and Milstein, Aaron D and Grienberger, Christine and Bittner, Katie C and Magee, Jeffrey C} } @article {46918, title = {Conjunctive input processing drives feature selectivity in hippocampal CA1 neurons.}, journal = {Nature Neuroscience}, year = {2015}, month = {2015 Jul 13}, abstract = {

Feature-selective firing allows networks to produce representations of the external and internal environments. Despite its importance, the mechanisms generating neuronal feature selectivity are incompletely understood. In many cortical microcircuits the integration of two functionally distinct inputs occurs nonlinearly through generation of active dendritic signals that drive burst firing and robust plasticity. To examine the role of this processing in feature selectivity, we recorded CA1 pyramidal neuron membrane potential and local field potential in mice running on a linear treadmill. We found that dendritic plateau potentials were produced by an interaction between properly timed input from entorhinal cortex and hippocampal CA3. These conjunctive signals positively modulated the firing of previously established place fields and rapidly induced new place field formation to produce feature selectivity in CA1 that is a function of both entorhinal cortex and CA3 input. Such selectivity could allow mixed network level representations that support context-dependent spatial maps.

}, issn = {1546-1726}, doi = {10.1038/nn.4062}, author = {Bittner, Katie C and Grienberger, Christine and Vaidya, Sachin P and Milstein, Aaron D and Macklin, John J and Suh, Junghyup and Tonegawa, Susumu and Magee, Jeffrey C} } @article {5923, title = {Ion channel gradients in the apical tuft region of CA1 pyramidal neurons.}, journal = {PLoS one}, volume = {7}, year = {2012}, month = {2012}, pages = {e46652}, abstract = {

Dendritic ion channels play a critical role in shaping synaptic input and are fundamentally important for synaptic integration and plasticity. In the hippocampal region CA1, somato-dendritic gradients of AMPA receptors and the hyperpolarization-activated cation conductance (I(h)) counteract the effects of dendritic filtering on the amplitude, time-course, and temporal integration of distal Schaffer collateral (SC) synaptic inputs within stratum radiatum (SR). While ion channel gradients in CA1 distal apical trunk dendrites within SR have been well characterized, little is known about the patterns of ion channel expression in the distal apical tuft dendrites within stratum lacunosum moleculare (SLM) that receive distinct input from the entorhinal cortex via perforant path (PP) axons. Here, we measured local ion channels densities within these distal apical tuft dendrites to determine if the somato-dendritic gradients of I(h) and AMPA receptors extend into distal tuft dendrites. We also determined the densities of voltage-gated sodium channels and NMDA receptors. We found that the densities of AMPA receptors, I(h,) and voltage-gated sodium channels are similar in tuft dendrites in SLM when compared with distal apical dendrites in SR, while the ratio of NMDA receptors to AMPA receptors increases in tuft dendrites relative to distal apical dendrites within SR. These data indicate that the somato-dendritic gradients of I(h) and AMPA receptors in apical dendrites do not extend into the distal tuft, and the relative densities of voltage-gated sodium channels and NMDA receptors are poised to support nonlinear integration of correlated SC and PP input.

}, issn = {1932-6203}, doi = {10.1371/journal.pone.0046652}, author = {Bittner, Katie C and Andrasfalvy, Bertalan K and Magee, Jeffrey C} }