@article {49367, title = {In vivo measurement of afferent activity with axon-specific calcium imaging.}, journal = {Nature Neuroscience}, year = {2018}, month = {2018 Aug 20}, abstract = {

In vivo calcium imaging from axons provides direct interrogation of afferent neural activity, informing the neural representations that a local circuit receives. Unlike in somata and dendrites, axonal recording of neural activity-both electrically and optically-has been difficult to achieve, thus preventing comprehensive understanding of neuronal circuit function. Here we developed an active transportation strategy to enrich GCaMP6, a genetically encoded calcium indicator, uniformly in axons with sufficient brightness, signal-to-noise ratio, and photostability to allow robust, structure-specific imaging of presynaptic activity in awake mice. Axon-targeted GCaMP6 enables frame-to-frame correlation for motion correction in axons and permits subcellular-resolution recording of axonal activity in previously inaccessible deep-brain areas. We used axon-targeted GCaMP6 to record layer-specific local afferents without contamination from somata or from intermingled dendrites in the cortex. We expect that axon-targeted GCaMP6 will facilitate new applications in investigating afferent signals relayed by genetically defined neuronal populations within and across specific brain regions.

}, issn = {1546-1726}, doi = {10.1038/s41593-018-0211-4}, author = {Broussard, Gerard Joey and Liang, Yajie and Fridman, Marina and Unger, Elizabeth K and Meng, Guanghan and Xiao, Xian and Ji, Na and Petreanu, Leopoldo and Tian, Lin} } @article {5162, title = {Activity in motor-sensory projections reveals distributed coding in somatosensation.}, journal = {Nature}, volume = {489}, year = {2012}, month = {2012 Sep 13}, pages = {299-303}, abstract = {

Cortical-feedback projections to primary sensory areas terminate most heavily in layer 1 (L1) of the neocortex, where they make synapses with tuft dendrites of pyramidal neurons. L1 input is thought to provide {\textquoteleft}contextual{\textquoteright} information, but the signals transmitted by L1 feedback remain uncharacterized. In the rodent somatosensory system, the spatially diffuse feedback projection from vibrissal motor cortex (vM1) to vibrissal somatosensory cortex (vS1, also known as the barrel cortex) may allow whisker touch to be interpreted in the context of whisker position to compute object location. When mice palpate objects with their whiskers to localize object features, whisker touch excites vS1 and later vM1 in a somatotopic manner. Here we use axonal calcium imaging to track activity in vM1{\textendash}\>vS1 afferents in L1 of the barrel cortex while mice performed whisker-dependent object localization. Spatially intermingled individual axons represent whisker movements, touch and other behavioural features. In a subpopulation of axons, activity depends on object location and persists for seconds after touch. Neurons in the barrel cortex thus have information to integrate movements and touches of multiple whiskers over time, key components of object identification and navigation by active touch.

}, issn = {1476-4687}, doi = {10.1038/nature11321}, author = {Petreanu, Leopoldo and Gutnisky, Diego A and Huber, Daniel and Xu, Ning-long and O{\textquoteright}Connor, Dan H and Tian, Lin and Looger, Loren and Svoboda, Karel} } @article {5200, title = {Automated tracking of whiskers in videos of head fixed rodents.}, journal = {PLoS Computational Biology}, volume = {8}, year = {2012}, month = {2012 Jul}, pages = {e1002591}, abstract = {

We have developed software for fully automated tracking of vibrissae (whiskers) in high-speed videos (\>500 Hz) of head-fixed, behaving rodents trimmed to a single row of whiskers. Performance was assessed against a manually curated dataset consisting of 1.32 million video frames comprising 4.5 million whisker traces. The current implementation detects whiskers with a recall of 99.998\% and identifies individual whiskers with 99.997\% accuracy. The average processing rate for these images was 8 Mpx/s/cpu (2.6 GHz Intel Core2, 2 GB RAM). This translates to 35 processed frames per second for a 640 px{\texttimes}352 px video of 4 whiskers. The speed and accuracy achieved enables quantitative behavioral studies where the analysis of millions of video frames is required. We used the software to analyze the evolving whisking strategies as mice learned a whisker-based detection task over the course of 6 days (8148 trials, 25 million frames) and measure the forces at the sensory follicle that most underlie haptic perception.

}, issn = {1553-7358}, doi = {10.1371/journal.pcbi.1002591}, author = {Clack, Nathan G and O{\textquoteright}Connor, Daniel H and Huber, Daniel and Petreanu, Leopoldo and Hires, Andrew and Peron, Simon and Svoboda, Karel and Myers, Eugene W} } @article {4589, title = {Regular spiking and intrinsic bursting pyramidal cells show orthogonal forms of experience-dependent plasticity in layer V of barrel cortex.}, journal = {Neuron}, volume = {73}, year = {2012}, month = {2012 Jan 26}, pages = {391-404}, abstract = {

Most functional plasticity studies in the cortex have focused on layers (L) II/III and IV, whereas relatively little is known of LV. Structural measurements of dendritic spines in\ vivo suggest some specialization among LV cell subtypes. We therefore studied experience-dependent plasticity in the barrel cortex using intracellular recordings to distinguish regular spiking (RS) and intrinsic bursting (IB) subtypes. Postsynaptic potentials and suprathreshold responses in\ vivo revealed a remarkable dichotomy in RS and IB cell plasticity; spared whisker potentiation occurred in IB but not RS cells while deprived whisker depression occurred in RS but not IB cells. Similar RS/IB differences were found in the LII/III to V connections in brain slices. Modeling studies showed that subthreshold changes predicted the suprathreshold changes. These studies demonstrate the major functional partition of plasticity within a single cortical layer and reveal the LII/III to LV connection as a major excitatory locus of cortical plasticity.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2011.11.034}, author = {Jacob, Vincent and Petreanu, Leopoldo and Wright, Nick and Svoboda, Karel and Fox, Kevin} } @article {4303, title = {Laminar analysis of excitatory local circuits in vibrissal motor and sensory cortical areas.}, journal = {PLoS Biology}, volume = {9}, year = {2011}, month = {2011 Jan 4}, pages = {e1000572}, abstract = {

Rodents move their whiskers to locate and identify objects. Cortical areas involved in vibrissal somatosensation and sensorimotor integration include the vibrissal area of the primary motor cortex (vM1), primary somatosensory cortex (vS1; barrel cortex), and secondary somatosensory cortex (S2). We mapped local excitatory pathways in each area across all cortical layers using glutamate uncaging and laser scanning photostimulation. We analyzed these maps to derive laminar connectivity matrices describing the average strengths of pathways between individual neurons in different layers and between entire cortical layers. In vM1, the strongest projection was L2/3{\textrightarrow}L5. In vS1, strong projections were L2/3{\textrightarrow}L5 and L4{\textrightarrow}L3. L6 input and output were weak in both areas. In S2, L2/3{\textrightarrow}L5 exceeded the strength of the ascending L4{\textrightarrow}L3 projection, and local input to L6 was prominent. The most conserved pathways were L2/3{\textrightarrow}L5, and the most variable were L4{\textrightarrow}L2/3 and pathways involving L6. Local excitatory circuits in different cortical areas are organized around a prominent descending pathway from L2/3{\textrightarrow}L5, suggesting that sensory cortices are elaborations on a basic motor cortex-like plan.

}, keywords = {Animals, Brain Mapping, Mice, Motor Cortex, Nerve Net, Presynaptic Terminals, Somatosensory Cortex, Vibrissae}, issn = {1545-7885}, doi = {10.1371/journal.pbio.1000572}, author = {Hooks, B M and Hires, S Andrew and Zhang, Ying-Xin and Huber, Daniel and Petreanu, Leopoldo and Svoboda, Karel and Shepherd, Gordon M G} } @article {5283, title = {Long-range neuronal circuits underlying the interaction between sensory and motor cortex.}, journal = {Neuron}, volume = {72}, year = {2011}, month = {2011 Oct 6}, pages = {111-23}, abstract = {

In the rodent vibrissal system, active sensation and sensorimotor integration are mediated in part by connections between barrel cortex and vibrissal motor cortex. Little is known about how these structures interact at the level of neurons. We used Channelrhodopsin-2 (ChR2) expression, combined with anterograde and retrograde labeling, to map connections between barrel cortex and pyramidal neurons in mouse motor cortex. Barrel cortex axons preferentially targeted upper layer (L2/3, L5A) neurons in motor cortex; input to neurons projecting back to barrel cortex was particularly strong. Barrel cortex input to deeper layers (L5B, L6) of motor cortex, including neurons projecting to the brainstem, was weak, despite pronounced geometric overlap of dendrites with axons from barrel cortex. Neurons in different layers received barrel cortex input within stereotyped dendritic domains. The cortico-cortical neurons in superficial layers of motor cortex thus couple motor and sensory signals and might mediate sensorimotor integration and motor learning.

}, keywords = {Animals, Inbred C57BL, Membrane Potentials, Mice, Molecular Imaging, Motor Cortex, Neural Pathways, Neuroanatomical Tract-Tracing Techniques, Neurons, Somatosensory Cortex, Vibrissae}, issn = {1097-4199}, doi = {10.1016/j.neuron.2011.07.029}, author = {Mao, Tianyi and Kusefoglu, Deniz and Hooks, Bryan M and Huber, Daniel and Petreanu, Leopoldo and Svoboda, Karel} } @article {1646, title = {Imaging neural activity in worms, flies and mice with improved GCaMP calcium indicators.}, journal = {Nature Methods}, volume = {6}, year = {2009}, month = {2009 Dec}, pages = {875-81}, abstract = {

Genetically encoded calcium indicators (GECIs) can be used to image activity in defined neuronal populations. However, current GECIs produce inferior signals compared to synthetic indicators and recording electrodes, precluding detection of low firing rates. We developed a single-wavelength GCaMP2-based GECI (GCaMP3), with increased baseline fluorescence (3-fold), increased dynamic range (3-fold) and higher affinity for calcium (1.3-fold). We detected GCaMP3 fluorescence changes triggered by single action potentials in pyramidal cell dendrites, with signal-to-noise ratio and photostability substantially better than those of GCaMP2, D3cpVenus and TN-XXL. In Caenorhabditis elegans chemosensory neurons and the Drosophila melanogaster antennal lobe, sensory stimulation-evoked fluorescence responses were significantly enhanced with GCaMP3 (4-6-fold). In somatosensory and motor cortical neurons in the intact mouse, GCaMP3 detected calcium transients with amplitudes linearly dependent on action potential number. Long-term imaging in the motor cortex of behaving mice revealed large fluorescence changes in imaged neurons over months.

}, keywords = {Animals, Brain, Caenorhabditis elegans, Calcium, Cell Line, Drosophila melanogaster, Fluorescence Resonance Energy Transfer, Humans, Mice, Neurons}, issn = {1548-7105}, doi = {10.1038/nmeth.1398}, author = {Tian, Lin and Hires, S Andrew and Mao, Tianyi and Huber, Daniel and Chiappe, M Eugenia and Chalasani, Sreekanth H and Petreanu, Leopoldo and Akerboom, Jasper and McKinney, Sean A and Schreiter, Eric R and Bargmann, Cornelia I and Jayaraman, Vivek and Svoboda, Karel and Looger, Loren L} } @article {2185, title = {The subcellular organization of neocortical excitatory connections.}, journal = {Nature}, volume = {457}, year = {2009}, month = {2009 Feb 26}, pages = {1142-5}, abstract = {

Understanding cortical circuits will require mapping the connections between specific populations of neurons, as well as determining the dendritic locations where the synapses occur. The dendrites of individual cortical neurons overlap with numerous types of local and long-range excitatory axons, but axodendritic overlap is not always a good predictor of actual connection strength. Here we developed an efficient channelrhodopsin-2 (ChR2)-assisted method to map the spatial distribution of synaptic inputs, defined by presynaptic ChR2 expression, within the dendritic arborizations of recorded neurons. We expressed ChR2 in two thalamic nuclei, the whisker motor cortex and local excitatory neurons and mapped their synapses with pyramidal neurons in layers 3, 5A and 5B (L3, L5A and L5B) in the mouse barrel cortex. Within the dendritic arborizations of L3 cells, individual inputs impinged onto distinct single domains. These domains were arrayed in an orderly, monotonic pattern along the apical axis: axons from more central origins targeted progressively higher regions of the apical dendrites. In L5 arborizations, different inputs targeted separate basal and apical domains. Input to L3 and L5 dendrites in L1 was related to whisker movement and position, suggesting that these signals have a role in controlling the gain of their target neurons. Our experiments reveal high specificity in the subcellular organization of excitatory circuits.

}, keywords = {Animals, Axons, Dendrites, Mice, Neocortex, Neural Pathways, Pyramidal Cells, Rhodopsin, Thalamic Nuclei}, issn = {1476-4687}, doi = {10.1038/nature07709}, author = {Petreanu, Leopoldo and Mao, Tianyi and Sternson, Scott M and Svoboda, Karel} } @article {5215, title = {Sparse optical microstimulation in barrel cortex drives learned behaviour in freely moving mice.}, journal = {Nature}, volume = {451}, year = {2008}, month = {2008 Jan 3}, pages = {61-4}, abstract = {

Electrical microstimulation can establish causal links between the activity of groups of neurons and perceptual and cognitive functions. However, the number and identities of neurons microstimulated, as well as the number of action potentials evoked, are difficult to ascertain. To address these issues we introduced the light-gated algal channel channelrhodopsin-2 (ChR2) specifically into a small fraction of layer 2/3 neurons of the mouse primary somatosensory cortex. ChR2 photostimulation in vivo reliably generated stimulus-locked action potentials at frequencies up to 50 Hz. Here we show that naive mice readily learned to detect brief trains of action potentials (five light pulses, 1 ms, 20 Hz). After training, mice could detect a photostimulus firing a single action potential in approximately 300 neurons. Even fewer neurons (approximately 60) were required for longer stimuli (five action potentials, 250 ms). Our results show that perceptual decisions and learning can be driven by extremely brief epochs of cortical activity in a sparse subset of supragranular cortical pyramidal neurons.

}, keywords = {Action Potentials, Algal Proteins, Animal, Animals, Behavior, Cerebral Cortex, Electric Stimulation, Learning, Mice, Microbial, Movement, Optics and Photonics, Photic Stimulation, Pyramidal Cells, Rhodopsins}, issn = {1476-4687}, doi = {10.1038/nature06445}, author = {Huber, Daniel and Petreanu, Leopoldo and Ghitani, Nima and Ranade, Sachin and Hrom{\'a}dka, Tom{\'a}s and Mainen, Zach and Svoboda, Karel} } @article {4225, title = {Channelrhodopsin-2-assisted circuit mapping of long-range callosal projections.}, journal = {Nature Neuroscience}, volume = {10}, year = {2007}, month = {2007 May}, pages = {663-8}, abstract = {

The functions of cortical areas depend on their inputs and outputs, but the detailed circuits made by long-range projections are unknown. We show that the light-gated channel channelrhodopsin-2 (ChR2) is delivered to axons in pyramidal neurons in vivo. In brain slices from ChR2-expressing mice, photostimulation of ChR2-positive axons can be transduced reliably into single action potentials. Combining photostimulation with whole-cell recordings of synaptic currents makes it possible to map circuits between presynaptic neurons, defined by ChR2 expression, and postsynaptic neurons, defined by targeted patching. We applied this technique, ChR2-assisted circuit mapping (CRACM), to map long-range callosal projections from layer (L) 2/3 of the somatosensory cortex. L2/3 axons connect with neurons in L5, L2/3 and L6, but not L4, in both ipsilateral and contralateral cortex. In both hemispheres the L2/3-to-L5 projection is stronger than the L2/3-to-L2/3 projection. Our results suggest that laminar specificity may be identical for local and long-range cortical projections.

}, keywords = {Animals, Axons, Brain Mapping, Corpus Callosum, Embryo, Female, Functional Laterality, Inbred C57BL, Mammalian, Membrane Potentials, Mice, Nerve Net, Neural Pathways, Newborn, Patch-Clamp Techniques, Photic Stimulation, Pregnancy, Retinaldehyde, Rhodopsin, Somatosensory Cortex, Transgenic}, issn = {1097-6256}, doi = {10.1038/nn1891}, author = {Petreanu, Leopoldo and Huber, Daniel and Sobczyk, Aleksander and Svoboda, Karel} }