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Rapid Neuronal Differentiation of Induced Pluripotent Stem Cells for Measuring Network Activity on Micro-electrode Arrays
Published on: January 8, 2017
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Comparative microelectrode array data of the functional development of hPSC-derived and rat neuronal networks
Fikret Emre Kapucu1, Andrey Vinogradov2, Tanja Hyvärinen2
1Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland. emre.kapucu@tuni.fi.
Scientific Data
|March 31, 2022
Summary
This study provides a comprehensive dataset of neuronal network activity from human pluripotent stem cell-derived and rat cortical neurons. The data allows for comparison of functional development and network synchronization in vitro.
Area of Science:
- Neuroscience
- Stem Cell Biology
- Computational Neuroscience
Background:
- In vitro models of neuronal development are crucial for understanding brain function and disease.
- Comparing human pluripotent stem cell (hPSC)-derived neurons with established animal models aids in validating new research tools.
Purpose of the Study:
- To present a comprehensive dataset of microelectrode array (MEA) recordings from maturing hPSC-derived and rat embryonic cortical neurons.
- To enable comparative analysis of functional development and network properties between human and rat neuronal cultures.
- To provide analysis code for reproducing key findings and facilitating further research.
Main Methods:
- Microelectrode array (MEA) recordings of spontaneous neuronal activity.
- Pharmacological response assessments of mature neuronal cultures.
- Analysis of spike times, waveforms, burst activity, and network synchronization metrics.
Main Results:
- The dataset captures extracellularly recorded spontaneous activity during in vitro maturation.
- Pharmacological responses of mature hPSC-derived and rat cortical cultures are included.
- Analysis code for spike sorting, burst detection, and network connectivity estimation is provided.
Conclusions:
- This dataset offers a valuable resource for investigating functional maturation of cortical neuronal networks.
- It facilitates the assessment of similarities and differences between hPSC-derived and rat cortical networks in vitro.
- The availability of raw data and analysis code supports experimental and computational neuroscience research.

