@article {49518, title = {Visual physiology of the layer 4 cortical circuit in silico.}, journal = {PLoS Computational Biology}, volume = {14}, year = {2018}, month = {2018 Nov 12}, pages = {e1006535}, abstract = {

Despite advances in experimental techniques and accumulation of large datasets concerning the composition and properties of the cortex, quantitative modeling of cortical circuits under in-vivo-like conditions remains challenging. Here we report and publicly release a biophysically detailed circuit model of layer 4 in the mouse primary visual cortex, receiving thalamo-cortical visual inputs. The 45,000-neuron model was subjected to a battery of visual stimuli, and results were compared to published work and new in vivo experiments. Simulations reproduced a variety of observations, including effects of optogenetic perturbations. Critical to the agreement between responses in silico and in vivo were the rules of functional synaptic connectivity between neurons. Interestingly, after extreme simplification the model still performed satisfactorily on many measurements, although quantitative agreement with experiments suffered. These results emphasize the importance of functional rules of cortical wiring and enable a next generation of data-driven models of in vivo neural activity and computations.

}, issn = {1553-7358}, doi = {10.1371/journal.pcbi.1006535}, author = {Arkhipov, Anton and Gouwens, Nathan W and Billeh, Yazan N and Gratiy, Sergey and Iyer, Ramakrishnan and Wei, Ziqiang and Xu, Zihao and Abbasi-Asl, Reza and Berg, Jim and Buice, Michael and Cain, Nicholas and da Costa, Nuno and de Vries, Saskia and Denman, Daniel and Durand, Severine and Feng, David and Jarsky, Tim and Lecoq, Jerome and Lee, Brian and Li, Lu and Mihalas, Stefan and Ocker, Gabriel K and Olsen, Shawn R and Reid, R Clay and Soler-Llavina, Gilberto and Sorensen, Staci A and Wang, Quanxin and Waters, Jack and Scanziani, Massimo and Koch, Christof} } @article {47894, title = {Adult mouse cortical cell taxonomy revealed by single cell transcriptomics.}, journal = {Nature neuroscience}, volume = {19}, year = {2016}, month = {2016 Feb}, pages = {335-46}, abstract = {

Nervous systems are composed of various cell types, but the extent of cell type diversity is poorly understood. We constructed a cellular taxonomy of one cortical region, primary visual cortex, in adult mice on the basis of single-cell RNA sequencing. We identified 49 transcriptomic cell types, including 23 GABAergic, 19 glutamatergic and 7 non-neuronal types. We also analyzed cell type-specific mRNA processing and characterized genetic access to these transcriptomic types by many transgenic Cre lines. Finally, we found that some of our transcriptomic cell types displayed specific and differential electrophysiological and axon projection properties, thereby confirming that the single-cell transcriptomic signatures can be associated with specific cellular properties.

}, keywords = {Animals, Cell Line, Cerebral Cortex, Classification, gamma-Aminobutyric Acid, Gene Library, Genetic Markers, Glutamic Acid, Interneurons, Male, Mice, Mice, Inbred C57BL, Mice, Transgenic, Neurons, RNA, Sequence Analysis, RNA, Transcriptome, Visual Cortex}, issn = {1546-1726}, doi = {10.1038/nn.4216}, author = {Tasic, Bosiljka and Menon, Vilas and Nguyen, Thuc Nghi and Kim, Tae Kyung and Jarsky, Tim and Yao, Zizhen and Levi, Boaz and Gray, Lucas T and Sorensen, Staci A and Dolbeare, Tim and Bertagnolli, Darren and Goldy, Jeff and Shapovalova, Nadiya and Parry, Sheana and Lee, Changkyu and Smith, Kimberly and Bernard, Amy and Madisen, Linda and Sunkin, Susan M and Hawrylycz, Michael and Koch, Christof and Zeng, Hongkui} } @article {46047, title = {A synaptic mechanism for retinal adaptation to luminance and contrast.}, journal = {Journal of Neuroscience}, volume = {31}, year = {2011}, month = {2011 Jul 27}, pages = {11003-15}, abstract = {

The gain of signaling in primary sensory circuits is matched to the stimulus intensity by the process of adaptation. Retinal neural circuits adapt to visual scene statistics, including the mean (background adaptation) and the temporal variance (contrast adaptation) of the light stimulus. The intrinsic properties of retinal bipolar cells and synapses contribute to background and contrast adaptation, but it is unclear whether both forms of adaptation depend on the same cellular mechanisms. Studies of bipolar cell synapses identified synaptic mechanisms of gain control, but the relevance of these mechanisms to visual processing is uncertain because of the historical focus on fast, phasic transmission rather than the tonic transmission evoked by ambient light. Here, we studied use-dependent regulation of bipolar cell synaptic transmission evoked by small, ongoing modulations of membrane potential (V(M)) in the physiological range. We made paired whole-cell recordings from rod bipolar (RB) and AII amacrine cells in a mouse retinal slice preparation. Quasi-white noise voltage commands modulated RB V(M) and evoked EPSCs in the AII. We mimicked changes in background luminance or contrast, respectively, by depolarizing the V(M) or increasing its variance. A linear systems analysis of synaptic transmission showed that increasing either the mean or the variance of the presynaptic V(M) reduced gain. Further electrophysiological and computational analyses demonstrated that adaptation to mean potential resulted from both Ca channel inactivation and vesicle depletion, whereas adaptation to variance resulted from vesicle depletion alone. Thus, background and contrast adaptation apparently depend in part on a common synaptic mechanism.

}, keywords = {Adaptation, Physiological, Amacrine Cells, Animals, Biophysical Phenomena, Biophysics, Calcium, Contrast Sensitivity, Electric Stimulation, Excitatory Postsynaptic Potentials, Female, In Vitro Techniques, Lighting, Male, Mice, Mice, Inbred C57BL, Models, Neurological, Numerical Analysis, Computer-Assisted, Patch-Clamp Techniques, Photic Stimulation, Presynaptic Terminals, Retina, Retinal Bipolar Cells, Synaptic Transmission}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.2631-11.2011}, author = {Jarsky, Tim and Cembrowski, Mark and Logan, Stephen M and Kath, William L and Riecke, Hermann and Demb, Jonathan B and Singer, Joshua H} } @article {45932, title = {Distribution of bursting neurons in the CA1 region and the subiculum of the rat hippocampus.}, journal = {Journal of Comparative Neurology}, volume = {506}, year = {2008}, month = {2008 Feb 1}, pages = {535-47}, abstract = {

We performed patch-clamp recordings from morphologically identified and anatomically mapped pyramidal neurons of the ventral hippocampus to test the hypothesis that bursting neurons are distributed on a gradient from the CA2/CA1 border (proximal) through the subiculum (distal), with more bursting observed at distal locations. We find that the well-defined morphological boundaries between the hippocampal subregions CA1 and subiculum do not correspond to abrupt changes in electrophysiological properties. Rather, we observed that the percentage of bursting neurons is linearly correlated with position in the proximal-distal axis across the CA1 and the subiculum, the percentages of bursting neurons being 10\% near the CA1-CA2 border, 24\% at the CA1-subiculum border, and higher than 50\% in the distal subiculum. The distribution of bursting neurons was paralleled by a gradient in afterdepolarization (ADP) amplitude. We also tested the hypothesis that there was an association between bursting and two previously described morphologically distinct groups of pyramidal neurons (twin and single apical dendrites) in the CA1 region. We found no difference in output mode between single and twin apical dendrite morphologies, which was consistent with the observation that the two morphologies were equally distributed across the transverse axis of the CA1 region. Taken together with the known organization of connections from CA3 to CA1 and CA1 to subiculum, our results indicate that bursting neurons are most likely to be connected to regular spiking neurons and vice versa.

}, keywords = {Action Potentials, Animals, Axons, Cell Shape, Dendrites, Hippocampus, Lysine, Neural Pathways, Organ Culture Techniques, Patch-Clamp Techniques, Pyramidal Cells, Rats, Rats, Wistar, Staining and Labeling}, issn = {0021-9967}, doi = {10.1002/cne.21564}, author = {Jarsky, Tim and Mady, Rina and Kennedy, Benjamin and Spruston, Nelson} } @article {45918, title = {Conditional dendritic spike propagation following distal synaptic activation of hippocampal CA1 pyramidal neurons.}, journal = {Nat Neurosci}, volume = {8}, year = {2005}, month = {2005 Dec}, pages = {1667-76}, abstract = {

The perforant-path projection to the hippocampus forms synapses in the apical tuft of CA1 pyramidal neurons. We used computer modeling to examine the function of these distal synaptic inputs, which led to three predictions that we confirmed in experiments using rat hippocampal slices. First, activation of CA1 neurons by the perforant path is limited, a result of the long distance between these inputs and the soma. Second, activation of CA1 neurons by the perforant path depends on the generation of dendritic spikes. Third, the forward propagation of these spikes is unreliable, but can be facilitated by modest activation of Schaffer-collateral synapses in the upper apical dendrites. This {\textquoteright}gating{\textquoteright} of dendritic spike propagation may be an important activation mode of CA1 pyramidal neurons, and its modulation by neurotransmitters or long-term, activity-dependent plasticity may be an important feature of dendritic integration during mnemonic processing in the hippocampus.

}, keywords = {Action Potentials, Animals, Dendrites, Hippocampus, Long-Term Potentiation, Long-Term Synaptic Depression, Male, Memory, Neural Inhibition, Neural Networks (Computer), Neural Pathways, Neurotransmitter Agents, Organ Culture Techniques, Patch-Clamp Techniques, Perforant Pathway, Pyramidal Cells, Rats, Rats, Wistar, Synaptic Transmission}, issn = {1097-6256}, doi = {10.1038/nn1599}, author = {Jarsky, Tim and Roxin, Alex and Kath, William L and Spruston, Nelson} } @article {45926, title = {R-type calcium channels contribute to afterdepolarization and bursting in hippocampal CA1 pyramidal neurons.}, journal = {J Neurosci}, volume = {25}, year = {2005}, month = {2005 Jun 15}, pages = {5763-73}, abstract = {

Action potentials in pyramidal neurons are typically followed by an afterdepolarization (ADP), which in many cells contributes to intrinsic burst firing. Despite the ubiquity of this common excitable property, the responsible ion channels have not been identified. Using current-clamp recordings in hippocampal slices, we find that the ADP in CA1 pyramidal neurons is mediated by an Ni2+-sensitive calcium tail current. Voltage-clamp experiments indicate that the Ni2+-sensitive current has a pharmacological and biophysical profile consistent with R-type calcium channels. These channels are available at the resting potential, are activated by the action potential, and remain open long enough to drive the ADP. Because the ADP correlates directly with burst firing in CA1 neurons, R-type calcium channels are crucial to this important cellular behavior, which is known to encode hippocampal place fields and enhance synaptic plasticity.

}, keywords = {Action Potentials, Adenosine Diphosphate, Animals, Calcium Channels, R-Type, Hippocampus, In Vitro Techniques, Male, Membrane Potentials, Neuronal Plasticity, Patch-Clamp Techniques, Pyramidal Cells, Rats, Rats, Wistar, Synapses}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.0624-05.2005}, author = {Metz, Alexia E and Jarsky, Tim and Martina, Marco and Spruston, Nelson} }