title: Classification of cortical microcircuits based on micro-electrode-array data from slices of rat barrel cortex.
abstract: The bewildering complexity of cortical microcircuits at the single cell level gives rise to surprisingly robust emergent activity patterns at the level of laminar and columnar local field potentials (LFPs) in response to targeted local stimuli. Here we report the results of our multivariate data-analytic approach based on simultaneous multi-site recordings using micro-electrode-array chips for investigation of the microcircuitry of rat somatosensory (barrel) cortex. We find high repeatability of stimulus-induced responses, and typical spatial distributions of LFP responses to stimuli in supragranular, granular, and infragranular layers, where the last form a particularly distinct class. Population spikes appear to travel with about 33 cm/s from granular to infragranular layers. Responses within barrel related columns have different profiles than those in neighbouring columns to the left or interchangeably to the right. Variations between slices occur, but can be minimized by strictly obeying controlled experimental protocols. Cluster analysis on normalized recordings indicates specific spatial distributions of time series reflecting the location of sources and sinks independent of the stimulus layer. Although the precise correspondences between single cell activity and LFPs are still far from clear, a sophisticated neuroinformatics approach in combination with multi-site LFP recordings in the standardized slice preparation is suitable for comparing normal conditions to genetically or pharmacologically altered situations based on real cortical microcircuitry.
authors: Donders Institute for Brain, Cognition, and Behaviour, CNS Department-Neurophysiology & Neuroinformatics, Radboud University Nijmegen Medical Centre, Geert Grooteplein Noord 21, Nijmegen, The Netherlands.
authors: Rembrandt
authors: R
authors: Bakker
authors: Dirk
authors: D
authors: Schubert
authors: Koen
authors: K
authors: Levels
authors: Gleb
authors: G
authors: Bezgin
authors: Ingo
authors: I
authors: Bojak
authors: Rolf
authors: R
authors: Kötter
mesh_terms: D000200:Action Potentials / Q000502:physiology*; D000818:Animals; D001369:Axons / Q000502:physiology / Q000648:ultrastructure; D019295:Computational Biology; D003627:Data Interpretation, Statistical; D004558:Electric Stimulation; D004594:Electrophysiology / Q000295:instrumentation / Q000379:methods; D008839:Microelectrodes; D009434:Neural Pathways / Q000166:cytology / Q000502:physiology*; D009474:Neurons / Q000502:physiology*; D009924:Organ Culture Techniques; D025341:Principal Component Analysis; D051381:Rats; D017208:Rats, Wistar; D012815:Signal Processing, Computer-Assisted; D013003:Somatosensory Cortex / Q000166:cytology / Q000502:physiology*; D009435:Synaptic Transmission / Q000502:physiology