2018
DOI: 10.1016/j.bios.2017.09.034
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Electrophysiological investigation of human embryonic stem cell derived neurospheres using a novel spike detection algorithm

Abstract: Microelectrode array (MEA) technology in combination with three-dimensional (3D) neuronal cell models derived from human embryonic stem cells (hESC) provide an excellent tool for neurotoxicity screening. Yet, there are significant challenges in terms of data processing and analysis, since neuronal signals have very small amplitudes and the 3D structure enhances the level of background noise. Thus, neuronal signal analysis requires the application of highly sophisticated algorithms. In this study, we present a … Show more

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Cited by 23 publications
(17 citation statements)
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“…Therefore, we examined nascent DNA replication rates in pairs of isogenic non-differentiated (nd) and differentiated (diff) samples. Human embryonic stem cells (hESCs) derived from the H9 cell line were differentiated into the neuronal lineage (ndiff) or spontaneously (sdiff), into the endoderm-like direction using pre-established procedures ( 29 , 30 ) (Figure 1A ). The differentiation status of the cells was confirmed by assessing the levels of: (a) the pluripotency marker Nanog ( 12 ), (b) p53 ( 12 ) and (c) the neurogenesis marker paired box 6 (PAX6) ( 31 ) ( Supplementary Figure S1A ).…”
Section: Resultsmentioning
confidence: 99%
“…Therefore, we examined nascent DNA replication rates in pairs of isogenic non-differentiated (nd) and differentiated (diff) samples. Human embryonic stem cells (hESCs) derived from the H9 cell line were differentiated into the neuronal lineage (ndiff) or spontaneously (sdiff), into the endoderm-like direction using pre-established procedures ( 29 , 30 ) (Figure 1A ). The differentiation status of the cells was confirmed by assessing the levels of: (a) the pluripotency marker Nanog ( 12 ), (b) p53 ( 12 ) and (c) the neurogenesis marker paired box 6 (PAX6) ( 31 ) ( Supplementary Figure S1A ).…”
Section: Resultsmentioning
confidence: 99%
“…Spike detection was performed according to the stationary wavelet transform-based Teager energy operator (SWTTEO) algorithm that was presented previously 83 and revised for biological data 43 . The algorithm was implemented in a custom-made MATLAB (MathWorks) script.…”
Section: Methodsmentioning
confidence: 99%
“…Microelectrodes are commonly used for applications involving neuronal cells, such as cochlear and retinal implants but also for neuro‐based in‐vitro assays to study neuronal network communication . Improving the interface between living cells and electronic devices is an important ongoing process, where the electrode material is one of the central components.…”
Section: Introductionmentioning
confidence: 99%