LAPSE:2018.0236
Published Article
LAPSE:2018.0236
Closed-Loop Characterization of Neuronal Activation Using Electrical Stimulation and Optical Imaging
Michelle L. Kuykendal, Gareth S. Guvanasen, Steve M. Potter, Martha A. Grover, Stephen P. DeWeerth
July 31, 2018
We have developed a closed-loop, high-throughput system that applies electrical stimulation and optical recording to facilitate the rapid characterization of extracellular, stimulus-evoked neuronal activity. In our system, a microelectrode array delivers current pulses to a dissociated neuronal culture treated with a calcium-sensitive fluorescent dye; automated real-time image processing of high-speed digital video identifies the neuronal response; and an optimized search routine alters the applied stimulus to achieve a targeted response. Action potentials are detected by measuring the post-stimulus, calcium-sensitive fluorescence at the neuronal somata. The system controller performs directed searches within the strength⁻duration (SD) stimulus-parameter space to build probabilistic neuronal activation curves. This closed-loop system reduces the number of stimuli needed to estimate the activation curves when compared to the more commonly used open-loop approach. This reduction allows the closed-loop system to probe the stimulus regions of interest in the multi-parameter waveform space with increased resolution. A sigmoid model was fit to the stimulus-evoked activation data in both current (strength) and pulse width (duration) parameter slices through the waveform space. The two-dimensional analysis results in a set of probability isoclines corresponding to each neuron⁻electrode pair. An SD threshold model was then fit to the isocline data. We demonstrate that a closed-loop methodology applied to our imaging and micro-stimulation system enables the study of neuronal excitation across a large parameter space.
Keywords
activation curve, closed-loop, dissociated culture, extracellular electrical stimulation, micro-electrode array (MEA), optical recording, strength-duration
Subject
Suggested Citation
Kuykendal ML, Guvanasen GS, Potter SM, Grover MA, DeWeerth SP. Closed-Loop Characterization of Neuronal Activation Using Electrical Stimulation and Optical Imaging. (2018). LAPSE:2018.0236
Author Affiliations
Kuykendal ML: School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA; Laboratory for Neuroenginee
Guvanasen GS: School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Laboratory for Neuroengineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
Potter SM: Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA; Laboratory for Neuroengineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA
Grover MA: School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA [ORCID]
DeWeerth SP: School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA; Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA 30332, USA; Laboratory for Neuroenginee
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Journal Name
Processes
Volume
5
Issue
2
Article Number
E30
Year
2017
Publication Date
2017-06-03
Published Version
ISSN
2227-9717
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PII: pr5020030, Publication Type: Journal Article
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LAPSE:2018.0236
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doi:10.3390/pr5020030
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Jul 31, 2018
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