TY - JOUR T1 - Spatiotemporal Dynamics of Functional Clusters of Neurons in the Mouse Motor Cortex during a Voluntary Movement JF - The Journal of Neuroscience JO - J. Neurosci. SP - 1377 LP - 1390 DO - 10.1523/JNEUROSCI.2550-12.2013 VL - 33 IS - 4 AU - Riichiro Hira AU - Fuki Ohkubo AU - Katsuya Ozawa AU - Yoshikazu Isomura AU - Kazuo Kitamura AU - Masanobu Kano AU - Haruo Kasai AU - Masanori Matsuzaki Y1 - 2013/01/23 UR - http://www.jneurosci.org/content/33/4/1377.abstract N2 - Functional clustering of neurons is frequently observed in the motor cortex. However, it is unknown if, when, and how fine-scale (<100 μm) functional clusters form relative to voluntary forelimb movements. In addition, the implications of clustering remain unclear. To address these issues, we conducted two-photon calcium imaging of mouse layer 2/3 motor cortex during a self-initiated lever-pull task. In the imaging session after 8–9 days of training, head-restrained mice had to pull a lever for ∼600 ms to receive a water drop, and then had to wait for >3 s to pull it again. We found two types of task-related cells in the mice: cells whose peak activities occurred during lever pulls (pull cells) and cells whose peak activities occurred after the end of lever pulls. The activity of pull cells was strongly associated with lever-pull duration. In ∼40% of imaged fields, functional clusterings were temporally detected during the lever pulls. Spatially, there were ∼70-μm-scale clusters that consisted of more than four pull cells in ∼50% of the fields. Ensemble and individual activities of pull cells within the cluster more accurately predicted lever movement trajectories than activities of pull cells outside the cluster. This was likely because clustered pull cells were more often active in the individual trials than pull cells outside the cluster. This higher fidelity of activity was related to higher trial-to-trial correlations of activities of pairs within the cluster. We propose that strong recurrent network clusters may represent the execution of voluntary movements. ER -