@article {49477, title = {Active dendritic integration and mixed neocortical network representations during an adaptive sensing behavior.}, journal = {Nature Neuroscience}, volume = {21}, year = {2018}, month = {2018 Oct 22}, pages = {1583-90}, abstract = {

Animals strategically scan the environment to form an accurate perception of their surroundings. Here we investigated the neuronal representations that mediate this behavior. Ca imaging and selective optogenetic manipulation during an active sensing task reveals that layer 5 pyramidal neurons in the vibrissae cortex produce a diverse and distributed representation that is required for mice to adapt their whisking motor strategy to changing sensory cues. The optogenetic perturbation degraded single-neuron selectivity and network population encoding through a selective inhibition of active dendritic integration. Together the data indicate that active dendritic integration in pyramidal neurons produces a nonlinearly mixed network representation of joint sensorimotor parameters that is used to transform sensory information into motor commands during adaptive behavior. The prevalence of the layer 5 cortical circuit motif suggests that this is a general circuit computation.

}, issn = {1546-1726}, doi = {10.1038/s41593-018-0254-6}, author = {Ranganathan, Gayathri N and Apostolides, Pierre F and Harnett, Mark T and Xu, Ning-long and Druckmann, Shaul and Magee, Jeffrey C} } @article {6897, title = {Procedures for behavioral experiments in head-fixed mice.}, journal = {PLoS One}, volume = {9}, year = {2014}, month = {2014}, pages = {e88678}, abstract = {

The mouse is an increasingly prominent model for the analysis of mammalian neuronal circuits. Neural circuits ultimately have to be probed during behaviors that engage the circuits. Linking circuit dynamics to behavior requires precise control of sensory stimuli and measurement of body movements. Head-fixation has been used for behavioral research, particularly in non-human primates, to facilitate precise stimulus control, behavioral monitoring and neural recording. However, choice-based, perceptual decision tasks by head-fixed mice have only recently been introduced. Training mice relies on motivating mice using water restriction. Here we describe procedures for head-fixation, water restriction and behavioral training for head-fixed mice, with a focus on active, whisker-based tactile behaviors. In these experiments mice had restricted access to water (typically 1 ml/day). After ten days of water restriction, body weight stabilized at approximately 80\% of initial weight. At that point mice were trained to discriminate sensory stimuli using operant conditioning. Head-fixed mice reported stimuli by licking in go/no-go tasks and also using a forced choice paradigm using a dual lickport. In some cases mice learned to discriminate sensory stimuli in a few trials within the first behavioral session. Delay epochs lasting a second or more were used to separate sensation (e.g. tactile exploration) and action (i.e. licking). Mice performed a variety of perceptual decision tasks with high performance for hundreds of trials per behavioral session. Up to four months of continuous water restriction showed no adverse health effects. Behavioral performance correlated with the degree of water restriction, supporting the importance of controlling access to water. These behavioral paradigms can be combined with cellular resolution imaging, random access photostimulation, and whole cell recordings.

}, issn = {1932-6203}, doi = {10.1371/journal.pone.0088678}, author = {Guo, Zengcai V and Hires, S Andrew and Li, Nuo and O{\textquoteright}Connor, Daniel H and Komiyama, Takaki and Ophir, Eran and Huber, Daniel and Bonardi, Claudia and Morandell, Karin and Gutnisky, Diego and Peron, Simon and Xu, Ning-long and Cox, James and Svoboda, Karel} } @article {6670, title = {Imaging neuronal populations in behaving rodents: paradigms for studying neural circuits underlying behavior in the mammalian cortex.}, journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, volume = {33}, year = {2013}, month = {2013 Nov 6}, pages = {17631-40}, abstract = {

Understanding the neural correlates of behavior in the mammalian cortex requires measurements of activity in awake, behaving animals. Rodents have emerged as a powerful model for dissecting the cortical circuits underlying behavior attributable to the convergence of several methods. Genetically encoded calcium indicators combined with viral-mediated or transgenic tools enable chronic monitoring of calcium signals in neuronal populations and subcellular structures of identified cell types. Stable one- and two-photon imaging of neuronal activity in awake, behaving animals is now possible using new behavioral paradigms in head-fixed animals, or using novel miniature head-mounted microscopes in freely moving animals. This mini-symposium will highlight recent applications of these methods for studying sensorimotor integration, decision making, learning, and memory in cortical and subcortical brain areas. We will outline future prospects and challenges for identifying the neural underpinnings of task-dependent behavior using cellular imaging in rodents.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3255-13.2013}, author = {Chen, Jerry L and Andermann, Mark L and Keck, Tara and Xu, Ning-long and Ziv, Yaniv} } @article {6267, title = {Potassium channels control the interaction between active dendritic integration compartments in layer 5 cortical pyramidal neurons.}, journal = {Neuron}, volume = {79}, year = {2013}, month = {2013 Aug 7}, pages = {516-29}, abstract = {

Active dendritic synaptic integration enhances the computational power of neurons. Such nonlinear processing generates an object-localization signal in the apical dendritic tuft of layer 5B cortical pyramidal neurons during sensory-motor behavior. Here, we employ electrophysiological and optical approaches in brain slices and behaving animals to investigate how excitatory synaptic input to this distal dendritic compartment influences neuronal output. We find that active dendritic integration throughout the apical dendritic tuft is highly compartmentalized by voltage-gated potassium (KV) channels. A high density of both transient and sustained KV channels was observed in all apical dendritic compartments. These channels potently regulated the interaction between apical dendritic tuft, trunk, and axosomatic integration zones to control neuronal output in\ vitro as well as the engagement of dendritic nonlinear processing in\ vivo during sensory-motor behavior. Thus, KV channels dynamically tune the interaction between active dendritic integration compartments in layer 5B pyramidal neurons to shape behaviorally relevant neuronal computations.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2013.06.005}, author = {Harnett, Mark T and Xu, Ning-long and Magee, Jeffrey C and Williams, Stephen R} } @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 {6294, title = {Nonlinear dendritic integration of sensory and motor input during an active sensing task.}, journal = {Nature}, volume = {492}, year = {2012}, month = {2012 Dec 13}, pages = {247-51}, abstract = {

Active dendrites provide neurons with powerful processing capabilities. However, little is known about the role of neuronal dendrites in behaviourally related circuit computations. Here we report that a novel global dendritic nonlinearity is involved in the integration of sensory and motor information within layer 5 pyramidal neurons during an active sensing behaviour. Layer 5 pyramidal neurons possess elaborate dendritic arborizations that receive functionally distinct inputs, each targeted to spatially separate regions. At the cellular level, coincident input from these segregated pathways initiates regenerative dendritic electrical events that produce bursts of action potential output and circuits featuring this powerful dendritic nonlinearity can implement computations based on input correlation. To examine this in vivo we recorded dendritic activity in layer 5 pyramidal neurons in the barrel cortex using two-photon calcium imaging in mice performing an object-localization task. Large-amplitude, global calcium signals were observed throughout the apical tuft dendrites when active touch occurred at particular object locations or whisker angles. Such global calcium signals are produced by dendritic plateau potentials that require both vibrissal sensory input and primary motor cortex activity. These data provide direct evidence of nonlinear dendritic processing of correlated sensory and motor information in the mammalian neocortex during active sensation.

}, keywords = {Animal, Animals, Behavior, Calcium, Dendrites, Inbred C57BL, Male, Mice, Motor Activity, Patch-Clamp Techniques, Pyramidal Cells, Sensation, Signal Transduction}, issn = {1476-4687}, doi = {10.1038/nature11601}, author = {Xu, Ning-long and Harnett, Mark T and Williams, Stephen R and Huber, Daniel and O{\textquoteright}Connor, Daniel H and Svoboda, Karel and Magee, Jeffrey C} }