2018
DOI: 10.1088/1741-2552/aac96d
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Assessing functional connectivity across 3D tissue engineered axonal tracts using calcium fluorescence imaging

Abstract: To our knowledge, this is the first report using directed transfer function and transfer entropy methods based on fluorescent calcium activity to estimate functional connectivity of distinct neuronal populations via long-projecting, 3D axonal tracts in vitro. These functional data will further improve the design and optimization of implantable neural networks that could ultimately be deployed to reconstruct the nervous system to treat neurological disease and injury.

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Cited by 17 publications
(11 citation statements)
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“…15,19 To date, micro-TENNs have been fabricated using dorsal root ganglia neurons, cerebral cortical neurons (e.g., mixed glutamatergic and GABAergic), embryonic rodent ventral mesencephalic dopaminergic neurons, and human ESC-derived dopaminergic neurons. 5,125,126,129,[141][142][143][144] As our understanding of PD pathophysiology expands, it is possible that multiple micro-TENNs could be transplanted to reconnect different damaged regions, comprised of alternative neuronal phenotypes, such as noradrenergic, serotoninergic, and cholinergic cell types. However, it is difficult to predict how transplant therapies, including either transplanted cells or pathways, such as micro-TENNs, could be used to recapitulate widely dispersed innervation of cerebral cortex from cholinergic, serotonergic, or noradrenergic brainstem nuclei.…”
Section: Tissue Engineering: Combining Cells and Scaffoldsmentioning
confidence: 99%
“…15,19 To date, micro-TENNs have been fabricated using dorsal root ganglia neurons, cerebral cortical neurons (e.g., mixed glutamatergic and GABAergic), embryonic rodent ventral mesencephalic dopaminergic neurons, and human ESC-derived dopaminergic neurons. 5,125,126,129,[141][142][143][144] As our understanding of PD pathophysiology expands, it is possible that multiple micro-TENNs could be transplanted to reconnect different damaged regions, comprised of alternative neuronal phenotypes, such as noradrenergic, serotoninergic, and cholinergic cell types. However, it is difficult to predict how transplant therapies, including either transplanted cells or pathways, such as micro-TENNs, could be used to recapitulate widely dispersed innervation of cerebral cortex from cholinergic, serotonergic, or noradrenergic brainstem nuclei.…”
Section: Tissue Engineering: Combining Cells and Scaffoldsmentioning
confidence: 99%
“…In the case of bidirectional living electrodes for recording, activity from host neurons must be conveyed across at least two synapses, making them potentially useful for recording local fields but likely hindering the ability to isolate single neurons from the output activity at the brain surface. Computer models of living electrodes may provide predictions of synaptogenesis and signal propagation to better inform design choices and interpret neuronal activity (Dhobale et al, 2018). Clinical bio-fabrication will also be a significant challenge for translation, including starting biomass, quality assurance, and safety monitoring.…”
Section: Micro-tissue Engineered “Living Electrodes”mentioning
confidence: 99%
“…Among them are micro-tissue engineered neural networks (micro- 37 TENNs), which are three-dimensional (3D) living constructs comprised of long-projecting axonal 38 tracts and discrete neuronal populations within a microscopic, hollow hydrogel cylinder 39 (microcolumn) filled with an extracellular matrix (ECM) [1]. Preformed clusters of neuronal cell 40 bodies (aggregates) are housed at one or both ends of the microcolumn, with axons growing 41 longitudinally through the hydrogel lumen (Figure 1). This segregation of long axonal tracts and 42 neuronal cell bodies approximates the network architecture of the central nervous system by 43…”
Section: Introduction 35mentioning
confidence: 99%
“…research group has begun [41]. The neuronal growth patterns will be used to serve as the input 468 of a spiking model to study the firing patterns within micro-TENNs and, following implantation, at 469 the distal ends of micro-TENNs upon integration with the host brain neurons.…”
mentioning
confidence: 99%