Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures

Synapse loss and dendritic damage correlate with cognitive decline in many neurodegenerative diseases, underlie neurodevelopmental disorders, and are associated with environmental and drug-induced CNS toxicities. However, screening assays designed to measure loss of synaptic connections between live...

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Main Authors: Matthew V. Green, Thomas Pengo, Jonathan D. Raybuck, Tahmina Naqvi, Hannah M. McMullan, Jon E. Hawkinson, Ezequiel Marron Fernandez de Velasco, Brian S. Muntean, Kirill A. Martemyanov, Rachel Satterfield, Samuel M. Young, Stanley A. Thayer
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-10-01
Series:Frontiers in Cellular Neuroscience
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Online Access:https://www.frontiersin.org/article/10.3389/fncel.2019.00467/full
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author Matthew V. Green
Thomas Pengo
Jonathan D. Raybuck
Tahmina Naqvi
Hannah M. McMullan
Jon E. Hawkinson
Ezequiel Marron Fernandez de Velasco
Brian S. Muntean
Kirill A. Martemyanov
Rachel Satterfield
Samuel M. Young
Samuel M. Young
Stanley A. Thayer
spellingShingle Matthew V. Green
Thomas Pengo
Jonathan D. Raybuck
Tahmina Naqvi
Hannah M. McMullan
Jon E. Hawkinson
Ezequiel Marron Fernandez de Velasco
Brian S. Muntean
Kirill A. Martemyanov
Rachel Satterfield
Samuel M. Young
Samuel M. Young
Stanley A. Thayer
Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures
Frontiers in Cellular Neuroscience
synapse loss
synaptogenesis
automated microscopy
image processing
viral transduction
human iPSC
author_facet Matthew V. Green
Thomas Pengo
Jonathan D. Raybuck
Tahmina Naqvi
Hannah M. McMullan
Jon E. Hawkinson
Ezequiel Marron Fernandez de Velasco
Brian S. Muntean
Kirill A. Martemyanov
Rachel Satterfield
Samuel M. Young
Samuel M. Young
Stanley A. Thayer
author_sort Matthew V. Green
title Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures
title_short Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures
title_full Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures
title_fullStr Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures
title_full_unstemmed Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal Cultures
title_sort automated live-cell imaging of synapses in rat and human neuronal cultures
publisher Frontiers Media S.A.
series Frontiers in Cellular Neuroscience
issn 1662-5102
publishDate 2019-10-01
description Synapse loss and dendritic damage correlate with cognitive decline in many neurodegenerative diseases, underlie neurodevelopmental disorders, and are associated with environmental and drug-induced CNS toxicities. However, screening assays designed to measure loss of synaptic connections between live cells are lacking. Here, we describe the design and validation of automated synaptic imaging assay (ASIA), an efficient approach to label, image, and analyze synapses between live neurons. Using viral transduction to express fluorescent proteins that label synapses and an automated computer-controlled microscope, we developed a method to identify agents that regulate synapse number. ASIA is compatible with both confocal and wide-field microscopy; wide-field image acquisition is faster but requires a deconvolution step in the analysis. Both types of images feed into batch processing analysis software that can be run on ImageJ, CellProfiler, and MetaMorph platforms. Primary analysis endpoints are the number of structural synapses and cell viability. Thus, overt cell death is differentiated from subtle changes in synapse density, an important distinction when studying neurodegenerative processes. In rat hippocampal cultures treated for 24 h with 100 μM 2-bromopalmitic acid (2-BP), a compound that prevents clustering of postsynaptic density 95 (PSD95), ASIA reliably detected loss of postsynaptic density 95-enhanced green fluorescent protein (PSD95-eGFP)-labeled synapses in the absence of cell death. In contrast, treatment with 100 μM glutamate produced synapse loss and significant cell death, determined from morphological changes in a binary image created from co-expressed mCherry. Treatment with 3 mM lithium for 24 h significantly increased the number of fluorescent puncta, showing that ASIA also detects synaptogenesis. Proof of concept studies show that cell-specific promoters enable the selective study of inhibitory or principal neurons and that alternative reporter constructs enable quantification of GABAergic or glutamatergic synapses. ASIA can also be used to study synapse loss between human induced pluripotent stem cell (iPSC)-derived cortical neurons. Significant synapse loss in the absence of cell death was detected in the iPSC-derived neuronal cultures treated with either 100 μM 2-BP or 100 μM glutamate for 24 h, while 300 μM glutamate produced synapse loss and cell death. ASIA shows promise for identifying agents that evoke synaptic toxicities and screening for compounds that prevent or reverse synapse loss.
topic synapse loss
synaptogenesis
automated microscopy
image processing
viral transduction
human iPSC
url https://www.frontiersin.org/article/10.3389/fncel.2019.00467/full
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spelling doaj-696e303d6aaf4c8384cab892bc02e5d62020-11-25T01:33:09ZengFrontiers Media S.A.Frontiers in Cellular Neuroscience1662-51022019-10-011310.3389/fncel.2019.00467477959Automated Live-Cell Imaging of Synapses in Rat and Human Neuronal CulturesMatthew V. Green0Thomas Pengo1Jonathan D. Raybuck2Tahmina Naqvi3Hannah M. McMullan4Jon E. Hawkinson5Ezequiel Marron Fernandez de Velasco6Brian S. Muntean7Kirill A. Martemyanov8Rachel Satterfield9Samuel M. Young10Samuel M. Young11Stanley A. Thayer12Department of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, United StatesInformatics Institute, University of Minnesota, Minneapolis, MN, United StatesDepartment of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, United StatesInstitute for Therapeutics Discovery and Development, University of Minnesota, Minneapolis, MN, United StatesDepartment of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, United StatesInstitute for Therapeutics Discovery and Development, University of Minnesota, Minneapolis, MN, United StatesDepartment of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, United StatesDepartment of Neuroscience, Scripps Research Institute, Jupiter, FL, United StatesDepartment of Neuroscience, Scripps Research Institute, Jupiter, FL, United StatesMax Planck Florida Institute for Neuroscience, Jupiter, FL, United StatesDepartment of Anatomy and Cell Biology, Iowa Neuroscience Institute, University of Iowa, Iowa City, IA, United StatesDepartment of Otolaryngology, University of Iowa, Iowa City, IA, United StatesDepartment of Pharmacology, University of Minnesota Medical School, Minneapolis, MN, United StatesSynapse loss and dendritic damage correlate with cognitive decline in many neurodegenerative diseases, underlie neurodevelopmental disorders, and are associated with environmental and drug-induced CNS toxicities. However, screening assays designed to measure loss of synaptic connections between live cells are lacking. Here, we describe the design and validation of automated synaptic imaging assay (ASIA), an efficient approach to label, image, and analyze synapses between live neurons. Using viral transduction to express fluorescent proteins that label synapses and an automated computer-controlled microscope, we developed a method to identify agents that regulate synapse number. ASIA is compatible with both confocal and wide-field microscopy; wide-field image acquisition is faster but requires a deconvolution step in the analysis. Both types of images feed into batch processing analysis software that can be run on ImageJ, CellProfiler, and MetaMorph platforms. Primary analysis endpoints are the number of structural synapses and cell viability. Thus, overt cell death is differentiated from subtle changes in synapse density, an important distinction when studying neurodegenerative processes. In rat hippocampal cultures treated for 24 h with 100 μM 2-bromopalmitic acid (2-BP), a compound that prevents clustering of postsynaptic density 95 (PSD95), ASIA reliably detected loss of postsynaptic density 95-enhanced green fluorescent protein (PSD95-eGFP)-labeled synapses in the absence of cell death. In contrast, treatment with 100 μM glutamate produced synapse loss and significant cell death, determined from morphological changes in a binary image created from co-expressed mCherry. Treatment with 3 mM lithium for 24 h significantly increased the number of fluorescent puncta, showing that ASIA also detects synaptogenesis. Proof of concept studies show that cell-specific promoters enable the selective study of inhibitory or principal neurons and that alternative reporter constructs enable quantification of GABAergic or glutamatergic synapses. ASIA can also be used to study synapse loss between human induced pluripotent stem cell (iPSC)-derived cortical neurons. Significant synapse loss in the absence of cell death was detected in the iPSC-derived neuronal cultures treated with either 100 μM 2-BP or 100 μM glutamate for 24 h, while 300 μM glutamate produced synapse loss and cell death. ASIA shows promise for identifying agents that evoke synaptic toxicities and screening for compounds that prevent or reverse synapse loss.https://www.frontiersin.org/article/10.3389/fncel.2019.00467/fullsynapse losssynaptogenesisautomated microscopyimage processingviral transductionhuman iPSC