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CaPTure: Calcium PeakToolbox for analysis of in vitro calcium imaging data

Authors :
Madhavi Tippani
Elizabeth A. Pattie
Brittany A. Davis
Claudia V. Nguyen
Yanhong Wang
Srinidhi Rao Sripathy
Brady J. Maher
Keri Martinowich
Andrew E. Jaffe
Stephanie Cerceo Page
Source :
BMC Neuroscience, Vol 23, Iss 1, Pp 1-14 (2022)
Publication Year :
2022
Publisher :
BMC, 2022.

Abstract

Abstract Background Calcium imaging is a powerful technique for recording cellular activity across large populations of neurons. However, analysis methods capable of single-cell resolution in cultured neurons, especially for cultures derived from human induced pluripotent stem cells (hiPSCs), are lacking. Existing methods lack scalability to accommodate high-throughput comparisons between multiple lines, across developmental timepoints, or across pharmacological manipulations. Results To address this need we developed CaPTure, a scalable, automated Ca2+ imaging analysis pipeline ( https://github.com/LieberInstitute/CaPTure ). CaPTuredetects neurons, classifies and quantifies spontaneous activity, quantifies synchrony metrics, and generates cell- and network-specific metrics that facilitate phenotypic discovery. The method is compatible with parallel processing on computing clusters without requiring significant user input or parameter modification. Conclusion CaPTure allows for rapid assessment of neuronal activity in cultured cells at cellular resolution, rendering it amenable to high-throughput screening and phenotypic discovery. The platform can be applied to both human- and rodent-derived neurons and is compatible with many imaging systems.

Details

Language :
English
ISSN :
14712202
Volume :
23
Issue :
1
Database :
Directory of Open Access Journals
Journal :
BMC Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.b56475a8b4b4772b6ccf8c3a8d880ff
Document Type :
article
Full Text :
https://doi.org/10.1186/s12868-022-00751-7