1
|
Zong XX, Cao N, Jing Q, Chen X, Shi T, Zhang R, Shi J, Wang C, Li L. Toxic effects and bioaccumulation of pinacolyl methylphosphonate acid in zebrafish following soman exposure to a water environment. RSC Adv 2023; 13:11241-11248. [PMID: 37057270 PMCID: PMC10086670 DOI: 10.1039/d3ra00856h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 03/14/2023] [Indexed: 04/15/2023] Open
Abstract
Soman has been shown to be highly neurotoxic and can be easily degraded to produce pinacolyl methylphosphonate acid (PMPA). Thus, the perniciousness of PMPA deserved serious attention after soman was exposed to the environment. However, the toxicity of PMPA was not clearly elucidated to date. In this regard, the objective of this study was to determine if PMPA could pose an environmental risk after soman exposure to a water environment. In this study, the toxicity and bioaccumulation assessments of PMPA were carried out on zebrafish. Histological examination was used to assess the toxicity of PMPA in zebrafish and revealed that PMPA has chronic toxicity in view of tissue injury. The contents of PMPA in whole zebrafish and tissues were determined after soman exposure. The result showed that PMPA bioaccumulated in the whole zebrafish and tissue, especially the liver and intestinal tissues. This is the first report showing that the hydrolyzate of a G-series chemical nerve agent could accumulate in organisms. This study offers novel insights into the environmental risk assessments associated with soman exposure to a water environment.
Collapse
Affiliation(s)
- Xing-Xing Zong
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Niannian Cao
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Qian Jing
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Xuejun Chen
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Tong Shi
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Ruihua Zhang
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Jingjing Shi
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Chen Wang
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| | - Liqin Li
- State Key Laboratory of NBC Protection for Civilian Beijing 102205 PR China
| |
Collapse
|
2
|
Eaton M, Que Z, Zhang J, Beck K, Shi R, McDermott J, Ladisch M, Yang Y. Multi-Electrode Array of Sensory Neurons as an In Vitro Platform to Identify the Nociceptive Response to Pharmaceutical Buffer Systems of Injectable Biologics. Pharm Res 2021; 38:1179-1186. [PMID: 34244893 DOI: 10.1007/s11095-021-03075-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 06/14/2021] [Indexed: 10/20/2022]
Abstract
PURPOSE Pharmaceutical buffer systems, especially for injectable biologics such as monoclonal antibodies, are an important component of successful FDA-approved medications. Clinical studies indicate that buffer components may be contributing factors for increased injection site pain. METHODS To determine the potential nociceptive effects of clinically relevant buffer systems, we developed an in vitro multi-electrode array (MEA) based recording system of rodent dorsal root ganglia (DRG) sensory neuron cell culture. This system monitors sensory neuron activity/firing as a surrogate of nociception when challenged with buffer components used in formulating monoclonal antibodies and other injectable biologics. RESULTS We show that citrate salt and citrate mannitol buffer systems cause an increase in mean firing rate, burst frequency, and burst duration in DRG sensory neurons, unlike histidine or saline buffer systems at the same pH value. Lowering the concentration of citrate leads to a lower firing intensity of DRG sensory neurons. CONCLUSION Increased activity/firing of DRG sensory neurons has been suggested as a key feature underlying nociception. Our results support the utility of an in vitro MEA assay with cultured DRG sensory neurons to probe the nociceptive potential of clinically relevant buffer components used in injectable biologics.
Collapse
Affiliation(s)
- Muriel Eaton
- Department of Medicinal Chemistry and Molecular Pharmacology, College of Pharmacy, Purdue University, Hall for Discovery and Learning Research (DLR), 207 S Martin Jischke Dr., West Lafayette, Indiana, USA.,Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, Indiana, USA
| | - Zhefu Que
- Department of Medicinal Chemistry and Molecular Pharmacology, College of Pharmacy, Purdue University, Hall for Discovery and Learning Research (DLR), 207 S Martin Jischke Dr., West Lafayette, Indiana, USA.,Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, Indiana, USA
| | - Jingliang Zhang
- Department of Medicinal Chemistry and Molecular Pharmacology, College of Pharmacy, Purdue University, Hall for Discovery and Learning Research (DLR), 207 S Martin Jischke Dr., West Lafayette, Indiana, USA.,Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, Indiana, USA
| | - Kaethe Beck
- Office of the Executive Vice President for Research and Partnerships, Purdue University, West Lafayette, Indiana, USA
| | - Riyi Shi
- Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, Indiana, USA.,Department of Basic Medical Sciences, College of Veterinary Medicine, Purdue University, West Lafayette, Indiana, USA
| | - Jeff McDermott
- Eli Lilly and Company, Delivery Devices and Connected Solutions, Indianapolis, Indiana, USA
| | - Michael Ladisch
- Department of Agricultural and Biological Engineering, College of Engineering; Weldon School of Biomedical Engineering; and Laboratory of Renewable Resources Engineering (LORRE), Purdue University, 225 S. University Street, West Lafayette, Indiana, USA.
| | - Yang Yang
- Department of Medicinal Chemistry and Molecular Pharmacology, College of Pharmacy, Purdue University, Hall for Discovery and Learning Research (DLR), 207 S Martin Jischke Dr., West Lafayette, Indiana, USA. .,Purdue Institute for Integrative Neuroscience, Purdue University, West Lafayette, Indiana, USA.
| |
Collapse
|
3
|
Kosnik MB, Strickland JD, Marvel SW, Wallis DJ, Wallace K, Richard AM, Reif DM, Shafer TJ. Concentration-response evaluation of ToxCast compounds for multivariate activity patterns of neural network function. Arch Toxicol 2020; 94:469-484. [PMID: 31822930 PMCID: PMC7371233 DOI: 10.1007/s00204-019-02636-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 11/26/2019] [Indexed: 01/01/2023]
Abstract
The US Environmental Protection Agency's ToxCast program has generated toxicity data for thousands of chemicals but does not adequately assess potential neurotoxicity. Networks of neurons grown on microelectrode arrays (MEAs) offer an efficient approach to screen compounds for neuroactivity and distinguish between compound effects on firing, bursting, and connectivity patterns. Previously, single concentrations of the ToxCast Phase II library were screened for effects on mean firing rate (MFR) in rat primary cortical networks. Here, we expand this approach by retesting 384 of those compounds (including 222 active in the previous screen) in concentration-response across 43 network activity parameters to evaluate neural network function. Using hierarchical clustering and machine learning methods on the full suite of chemical-parameter response data, we identified 15 network activity parameters crucial in characterizing activity of 237 compounds that were response actives ("hits"). Recognized neurotoxic compounds in this network function assay were often more potent compared to other ToxCast assays. Of these chemical-parameter responses, we identified three k-means clusters of chemical-parameter activity (i.e., multivariate MEA response patterns). Next, we evaluated the MEA clusters for enrichment of chemical features using a subset of ToxPrint chemotypes, revealing chemical structural features that distinguished the MEA clusters. Finally, we assessed distribution of neurotoxicants with known pharmacology within the clusters and found that compounds segregated differentially. Collectively, these results demonstrate that multivariate MEA activity patterns can efficiently screen for diverse chemical activities relevant to neurotoxicity, and that response patterns may have predictive value related to chemical structural features.
Collapse
Affiliation(s)
- Marissa B Kosnik
- Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
- Science for Life Laboratory, Department of Environmental Science and Analytical Chemistry, Stockholm University, Stockholm, Sweden
| | - Jenna D Strickland
- Axion Biosystems, Atlanta, GA, USA
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, USA
| | - Skylar W Marvel
- Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
| | - Dylan J Wallis
- Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
| | - Kathleen Wallace
- Center for Computational Toxicology and Exposure, Office of Research and Development, US Environmental Protection Agency, MD B105-05, Research Triangle Park, NC, 27711, USA
| | - Ann M Richard
- Center for Computational Toxicology and Exposure, Office of Research and Development, US Environmental Protection Agency, MD B105-05, Research Triangle Park, NC, 27711, USA
| | - David M Reif
- Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
| | - Timothy J Shafer
- Center for Computational Toxicology and Exposure, Office of Research and Development, US Environmental Protection Agency, MD B105-05, Research Triangle Park, NC, 27711, USA.
| |
Collapse
|
4
|
Feng X, Bader BM, Yang F, Segura M, Schultz L, Schröder OHU, Rolfs A, Luo J. Improvement of impaired electrical activity in NPC1 mutant cortical neurons upon DHPG stimulation detected by micro-electrode array. Brain Res 2018; 1694:87-93. [PMID: 29753706 DOI: 10.1016/j.brainres.2018.05.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2018] [Revised: 04/20/2018] [Accepted: 05/09/2018] [Indexed: 12/20/2022]
Abstract
Niemann-Pick Type C1 (NPC1) disease is an autosomal recessive neurodegenerative disease characterized by an excessive accumulation of unesterified cholesterol in late endosomes/lysosomes. Patients with NPC1 disease show a series of symptoms in neuropathology, including a gradually increased loss of motor control and seizures. However, mechanism of the neurological manifestations in NPC1 disease is not fully understood yet. In this study, we utilized the micro-electrode array (MEA) to analyze the spontaneous extracellular electrical activity in cultivated cortical neurons of the NPC1 mutant (NPC1-/-) mouse. Our results show a decrease of the spontaneous electrical activity in NPC1-/- neuronal network when compared to wild type neurons, as indicated by the decreased spike rate, burst rate, event rate, and the increased burst period and event period. Application of 3,5-dihydroxyphenylglycine (DHPG), a specific agonist of group I metabotropic glutamate receptors, improved the electrical activity of the NPC1-/- neuronal network, suggesting that DHPG can be used as a potential therapeutic strategy for recovery of the electrical activity in NPC1 disease.
Collapse
Affiliation(s)
- Xiao Feng
- Albrecht-Kossel-Institute for Neuroregeneration, Rostock University Medical Center, Gehlsheimer Straße 20, 18147 Rostock, Germany
| | - Benjamin M Bader
- NeuroProof GmbH, Friedrich-Barnewitz-Straße 4, 18119 Rostock, Germany
| | - Fan Yang
- Albrecht-Kossel-Institute for Neuroregeneration, Rostock University Medical Center, Gehlsheimer Straße 20, 18147 Rostock, Germany
| | - Monica Segura
- NeuroProof GmbH, Friedrich-Barnewitz-Straße 4, 18119 Rostock, Germany
| | - Luise Schultz
- NeuroProof GmbH, Friedrich-Barnewitz-Straße 4, 18119 Rostock, Germany
| | - Olaf H-U Schröder
- NeuroProof GmbH, Friedrich-Barnewitz-Straße 4, 18119 Rostock, Germany
| | - Arndt Rolfs
- Albrecht-Kossel-Institute for Neuroregeneration, Rostock University Medical Center, Gehlsheimer Straße 20, 18147 Rostock, Germany
| | - Jiankai Luo
- Albrecht-Kossel-Institute for Neuroregeneration, Rostock University Medical Center, Gehlsheimer Straße 20, 18147 Rostock, Germany; Centre for Transdisciplinary Neuroscience Rostock, Rostock University Medical Center, Gehlsheimer Straße 20, 18147 Rostock, Germany.
| |
Collapse
|
5
|
Jang YJ, Kim K, Tsay OG, Atwood DA, Churchill DG. Update 1 of: Destruction and Detection of Chemical Warfare Agents. Chem Rev 2015; 115:PR1-76. [DOI: 10.1021/acs.chemrev.5b00402] [Citation(s) in RCA: 249] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Yoon Jeong Jang
- Molecular Logic Gate Laboratory, Department of Chemistry, KAIST, Daejeon, 305-701, Republic of Korea
| | - Kibong Kim
- Molecular Logic Gate Laboratory, Department of Chemistry, KAIST, Daejeon, 305-701, Republic of Korea
| | - Olga G. Tsay
- Molecular Logic Gate Laboratory, Department of Chemistry, KAIST, Daejeon, 305-701, Republic of Korea
| | - David A. Atwood
- Department of Chemistry, University of Kentucky, Lexington, Kentucky 40506-0055, United States
| | - David G. Churchill
- Molecular Logic Gate Laboratory, Department of Chemistry, KAIST, Daejeon, 305-701, Republic of Korea
- Center for Catalytic Hydrocarbon Functionalizations, Institute for Basic Science (IBS), 373-1 Guseong-dong, Yuseong-gu, Daejeon, 305−701, Republic of Korea
| |
Collapse
|
6
|
Saito A, Nakashima Y, Shimba K, Takayama Y, Kotani K, Jimbo Y. Modulation of neuronal network activity using magnetic nanoparticle-based astrocytic network integration. Biomater Sci 2015. [PMID: 26222038 DOI: 10.1039/c5bm00092k] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Investigating the mechanisms of the neuron-glia interaction is important in the basic research of neuroscience and neural transplantation. Synaptic transmission is modulated by astrocyte activation in the pre- and post-synaptic terminals, and this phenomenon is spread to the surrounding astrocytes through gap junctions. However, the modulation of network-wide neuronal activity dependent on extensive astrocyte activation is not well understood. In this study, we show network-wide neuronal modulation associated with a newly developed three-dimensional neuronal and astrocytic network co-culture method. To establish widespread neuronal and astrocytic network interactions in vitro, we performed integration of magnetic nanoparticle-injected astrocytes (Mag-AS) onto the matured monolayer of neuronal networks using an external magnetic force. The neuronal electrical activity was dynamically synchronized at 24 h after integration of the Mag-AS network. In addition, Mag-AS network activation using a caged calcium compound rapidly induced suppression and subsequent synchronization of neuronal electrical activity. These results indicate that the high-density astrocytic network integration onto the neuronal network can induce widespread neuronal modulation, and our in vitro co-culture method contributes to the advancement of neuronal and astrocytic transplantation research.
Collapse
Affiliation(s)
- Atsushi Saito
- Environmental Science Research Laboratory, Central Research Institute of Electric Power Industry (CRIEPI and ), Japan.
| | | | | | | | | | | |
Collapse
|
7
|
Charkhkar H, Frewin C, Nezafati M, Knaack GL, Peixoto N, Saddow SE, Pancrazio JJ. Use of cortical neuronal networks for in vitro material biocompatibility testing. Biosens Bioelectron 2013; 53:316-23. [PMID: 24176966 DOI: 10.1016/j.bios.2013.10.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2013] [Revised: 10/03/2013] [Accepted: 10/03/2013] [Indexed: 11/18/2022]
Abstract
Neural interfaces aim to restore neurological function lost during disease or injury. Novel implantable neural interfaces increasingly capitalize on novel materials to achieve microscale coupling with the nervous system. Like any biomedical device, neural interfaces should consist of materials that exhibit biocompatibility in accordance with the international standard ISO10993-5, which describes in vitro testing involving fibroblasts where cytotoxicity serves as the main endpoint. In the present study, we examine the utility of living neuronal networks as functional assays for in vitro material biocompatibility, particularly for materials that comprise implantable neural interfaces. Embryonic mouse cortical tissue was cultured to form functional networks where spontaneous action potentials, or spikes, can be monitored non-invasively using a substrate-integrated microelectrode array. Taking advantage of such a platform, we exposed established positive and negative control materials to the neuronal networks in a consistent method with ISO 10993-5 guidance. Exposure to the negative controls, gold and polyethylene, did not significantly change the neuronal activity whereas the positive controls, copper and polyvinyl chloride (PVC), resulted in reduction of network spike rate. We also compared the functional assay with an established cytotoxicity measure using L929 fibroblast cells. Our findings indicate that neuronal networks exhibit enhanced sensitivity to positive control materials. In addition, we assessed functional neurotoxicity of tungsten, a common microelectrode material, and two conducting polymer formulations that have been used to modify microelectrode properties for in vivo recording and stimulation. These data suggest that cultured neuronal networks are a useful platform for evaluating the functional toxicity of materials intended for implantation in the nervous system.
Collapse
Affiliation(s)
- Hamid Charkhkar
- Electrical and Computer Engineering Department, George Mason University, 4400 University Dr. MSN 1G5, Fairfax, VA 22030, USA.
| | | | | | | | | | | | | |
Collapse
|
8
|
Knaack GL, Charkhkar H, Hamilton FW, Peixoto N, O'Shaughnessy TJ, Pancrazio JJ. Differential responses to ω-agatoxin IVA in murine frontal cortex and spinal cord derived neuronal networks. Neurotoxicology 2013; 37:19-25. [PMID: 23523780 DOI: 10.1016/j.neuro.2013.03.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2012] [Revised: 03/06/2013] [Accepted: 03/08/2013] [Indexed: 12/11/2022]
Abstract
ω-Agatoxin-IVA is a well known P/Q-type Ca(2+) channel blocker and has been shown to affect presynaptic Ca(2+) currents as well postsynaptic potentials. P/Q-type voltage gated Ca(2+) channels play a vital role in presynaptic neurotransmitter release and thus play a role in action potential generation. Monitoring spontaneous activity of neuronal networks on microelectrode arrays (MEAs) provides an important tool for examining this neurotoxin. Changes in extracellular action potentials are readily observed and are dependent on synaptic function. Given the efficacy of murine frontal cortex and spinal cord networks to detect neuroactive substances, we investigated the effects of ω-agatoxin on spontaneous action potential firing within these networks. We found that networks derived from spinal cord are more sensitive to the toxin than those from frontal cortex; a concentration of only 10nM produced statistically significant effects on activity from spinal cord networks whereas 50 nM was required to alter activity in frontal cortex networks. Furthermore, the effects of the toxin on frontal cortex are more complex as unit specific responses were observed. These manifested as either a decrease or increase in action potential firing rate which could be statistically separated as unique clusters. Administration of bicuculline, a GABAA inhibitor, isolated a single response to ω-agatoxin, which was characterized by a reduction in network activity. These data support the notion that the two clusters detected with ω-agatoxin exposure represent differential responses from excitatory and inhibitory neuronal populations.
Collapse
Affiliation(s)
- Gretchen L Knaack
- Department of Molecular Neuroscience, Krasnow Institute for Advanced Study, George Mason University, 4400 University Dr. MSN 2A1, Fairfax, VA 22030, USA.
| | | | | | | | | | | |
Collapse
|
9
|
Kim K, Tsay OG, Atwood DA, Churchill DG. Destruction and detection of chemical warfare agents. Chem Rev 2011; 111:5345-403. [PMID: 21667946 DOI: 10.1021/cr100193y] [Citation(s) in RCA: 567] [Impact Index Per Article: 43.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Kibong Kim
- Molecular Logic Gate Laboratory, Department of Chemistry, KAIST, Daejeon, 305-701, Republic of Korea
| | | | | | | |
Collapse
|
10
|
Phase-dependent effects of stimuli locked to oscillatory activity in cultured cortical networks. Biophys J 2010; 98:2452-8. [PMID: 20513388 DOI: 10.1016/j.bpj.2010.02.026] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2009] [Revised: 02/05/2010] [Accepted: 02/16/2010] [Indexed: 11/20/2022] Open
Abstract
The archetypal activity pattern in cultures of dissociated neurons is spontaneous network-wide bursting. Bursts may interfere with controlled activation of synaptic plasticity, but can be suppressed by the application of stimuli at a sufficient rate. We sinusoidally modulated (4 Hz) the pulse rate of random background stimulation (RBS) and found that cultures were more active, burst less frequently, and expressed oscillatory activity. Next, we studied the effect of phase-locked tetani (four pulses, 200 s(-1)) on network activity. Tetani were applied to one electrode at the peak or trough of mRBS stimulation. We found that when tetani were applied at the peak of modulated RBS (mRBS), a significant potentiation of poststimulus histograms (PSTHs) occurred. Conversely, tetani applied at the trough resulted in a small but insignificant depression of PSTHs. In addition to PSTHs, electrode-specific firing rate profiles within spontaneous bursts before and after mRBS were analyzed. Here, significant changes in firing rate profiles were found only for stimulation at the peak of mRBS. Our study shows that rhythmic activity in culture is possible, and that the network responds differentially to strong stimuli depending on the phase at which they are delivered. This suggests that plasticity mechanisms may be differentially accessible in an oscillatory state.
Collapse
|
11
|
Banerjee P, Franz B, Bhunia AK. Mammalian cell-based sensor system. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2010; 117:21-55. [PMID: 20091291 DOI: 10.1007/10_2009_21] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Use of living cells or cellular components in biosensors is receiving increased attention and opens a whole new area of functional diagnostics. The term "mammalian cell-based biosensor" is designated to biosensors utilizing mammalian cells as the biorecognition element. Cell-based assays, such as high-throughput screening (HTS) or cytotoxicity testing, have already emerged as dependable and promising approaches to measure the functionality or toxicity of a compound (in case of HTS); or to probe the presence of pathogenic or toxigenic entities in clinical, environmental, or food samples. External stimuli or changes in cellular microenvironment sometimes perturb the "normal" physiological activities of mammalian cells, thus allowing CBBs to screen, monitor, and measure the analyte-induced changes. The advantage of CBBs is that they can report the presence or absence of active components, such as live pathogens or active toxins. In some cases, mammalian cells or plasma membranes are used as electrical capacitors and cell-cell and cell-substrate contact is measured via conductivity or electrical impedance. In addition, cytopathogenicity or cytotoxicity induced by pathogens or toxins resulting in apoptosis or necrosis could be measured via optical devices using fluorescence or luminescence. This chapter focuses mainly on the type and applications of different mammalian cell-based sensor systems.
Collapse
Affiliation(s)
- Pratik Banerjee
- Laboratory of Food Microbiology & Immunochemistry, Department of Food & Animal Sciences, Alabama A&M University, Normal, AL, 35762, USA
| | | | | |
Collapse
|
12
|
Martinoia S, Bonzano L, Chiappalone M, Tedesco M, Marcoli M, Maura G. In vitro cortical neuronal networks as a new high-sensitive system for biosensing applications. Biosens Bioelectron 2005; 20:2071-8. [PMID: 15741077 DOI: 10.1016/j.bios.2004.09.012] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2004] [Revised: 09/07/2004] [Accepted: 09/17/2004] [Indexed: 10/26/2022]
Abstract
By taking advantages of the main features of the microelectrode array (MEA) technology (i.e. multisite recordings, stable and long-term coupling with the biological preparation), we analyzed the changes in activity patterns induced by applying specific substances to dissociated cortical neurons from rat-embryos (E18). Data were recorded simultaneously from 60 electrodes, and the electrophysiological behavior was investigated during the third week in vitro, both at the spike and burst level. The analysis of the electrophysiological activity modulation, by applying agonists of the ionotropic glutamate receptors at low (i.e. 0.2-1-5 microM) and high (i.e. 50-100 microM) concentrations, is presented. Preliminary results show that the dynamics of the in vitro cortical neurons is very sensitive to pharmacological manipulation of the glutamatergic transmission and the effects on the network behavior are strictly dependent from the drug concentration. In particular, the addition of a high-dose of agonist determined a global and irreversible depression of the network activity, while, in the low-concentration case, the electrophysiological behavior showed different results, depending on the type of receptor involved. From these observations, we are encouraged to think of a more engineered system, based on in vitro cortical neurons, as a novel sensitive system for drug (pre)-screening and neuropharmacological evaluations.
Collapse
Affiliation(s)
- S Martinoia
- Neuroengineering and Bio-nanoTechnology Group, Department of Biophysical and Electronic Engineering, University of Genova, Via all'Opera Pia 11A, 16145 Genova, Italy.
| | | | | | | | | | | |
Collapse
|
13
|
Voelker M, Fromherz P. Signal transmission from individual mammalian nerve cell to field-effect transistor. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2005; 1:206-10. [PMID: 17193431 DOI: 10.1002/smll.200400077] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- Moritz Voelker
- Department of Membrane and Neurophysics, Max Planck Institute for Biochemistry, 82152 Martinsried/Munich, Germany
| | | |
Collapse
|
14
|
Kulagina NV, O'shaughnessy TJ, Ma W, Ramsdell JS, Pancrazio JJ. Pharmacological effects of the marine toxins, brevetoxin and saxitoxin, on murine frontal cortex neuronal networks. Toxicon 2004; 44:669-76. [PMID: 15501293 DOI: 10.1016/j.toxicon.2004.07.023] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2004] [Revised: 07/27/2004] [Accepted: 07/28/2004] [Indexed: 11/16/2022]
Abstract
Brevetoxins and saxitoxins (STXs), which are produced by marine dinoflagellates, are very potent neurotoxins targeting separate sites of the alpha subunit of voltage-dependent sodium channels (VDSCs). An attractive approach for marine toxin detection relies on pharmacological modulation of VDSCs expressed in cells or tissues. While these function-based cellular assays exhibit the required sensitivity, they are typically slow and have limited potential use for field applications. Cultured neuronal networks grown on substrate integrated microelectrode arrays (MEAs) have emerged as a robust and sensitive approach for environmental threat detection. The present work describes the rapid effects of brevetoxin-2 (PbTx-2) and STX on embryonic murine frontal cortex neuronal networks on MEAs. Network recording parameters such as mean spike rate, burst rate, burst duration, number of spikes per burst and spike amplitude were analyzed before and after exposure to the toxins. STX produced fast and reversible inhibition of all electrophysiological parameters with IC(50)s ranging between 1.2 and 2.2nM. Although PbTx-2 also caused inhibition of most of the network electrophysiological parameters, it produced an increase in burst duration at lower concentrations (EC(50)=15+/-2 nM, n=4) followed by inhibition at higher ones (IC(50)=63+/-4 nM, n=4). Exposure of frontal cortex networks to PbTx-2 and STX also caused differential effects on spike amplitude. This work demonstrates that cultured neuronal networks not only could be used for pharmacological characterization of marine toxins but they also provide a tool with unique properties for their detection.
Collapse
Affiliation(s)
- Nadezhda V Kulagina
- Center for BioMolecular Science and Engineering, Code 6900, Naval Research Laboratory, 4555 Overlook Avenue, Washington, DC 20375, USA.
| | | | | | | | | |
Collapse
|
15
|
O'Shaughnessy TJ, Gray SA, Pancrazio JJ. Cultured neuronal networks as environmental biosensors. J Appl Toxicol 2004; 24:379-85. [PMID: 15478174 DOI: 10.1002/jat.1026] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Contamination of water by toxins, either intentionally or unintentionally, is a growing concern for both military and civilian agencies and thus there is a need for systems capable of monitoring a wide range of natural and industrial toxicants. The EILATox-Oregon Workshop held in September 2002 provided an opportunity to test the capabilities of a prototype neuronal network-based biosensor with unknown contaminants in water samples. The biosensor is a portable device capable of recording the action potential activity from a network of mammalian neurons grown on glass microelectrode arrays. Changes in the action potential fi ring rate across the network are monitored to determine exposure to toxicants. A series of three neuronal networks derived from mice was used to test seven unknown samples. Two of these unknowns later were revealed to be blanks, to which the neuronal networks did not respond. Of the five remaining unknowns, a significant change in network activity was detected for four of the compounds at concentrations below a lethal level for humans: mercuric chloride, sodium arsenite, phosdrin and chlordimeform. These compounds--two heavy metals, an organophosphate and an insecticide--demonstrate the breadth of detection possible with neuronal networks. The results generated at the workshop show the promise of the neuronal network biosensor as an environmental detector but there is still considerable effort needed to produce a device suitable for routine environmental threat monitoring.
Collapse
Affiliation(s)
- Thomas J O'Shaughnessy
- Center for Bio/Molecular Science and Engineering, Code 6900, Naval Research Laboratory, Washington, DC 20375, USA.
| | | | | |
Collapse
|
16
|
Heeroma JH, Roelandse M, Wierda K, van Aerde KI, Toonen RFG, Hensbroek RA, Brussaard A, Matus A, Verhage M. Trophic support delays but does not prevent cell-intrinsic degeneration of neurons deficient for munc18-1. Eur J Neurosci 2004; 20:623-34. [PMID: 15255974 DOI: 10.1111/j.1460-9568.2004.03503.x] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The stability of neuronal networks is thought to depend on synaptic transmission which provides activity-dependent maintenance signals for both synapses and neurons. Here, we tested the relationship between presynaptic secretion and neuronal maintenance using munc18-1-null mutant mice as a model. These mutants have a specific defect in secretion from synaptic and large dense-cored vesicles [Verhage et al. (2000), Science, 287, 864-869; Voets et al. (2001), Neuron, 31, 581-591]. Neuronal networks in these mutants develop normally up to synapse formation but eventually degenerate. The proposed relationship between secretion and neuronal maintenance was tested in low-density and organotypic cultures and, in vivo, by conditional cell-specific inactivation of the munc18-1 gene. Dissociated munc18-1-deficient neurons died within 4 days in vitro (DIV). Application of trophic factors, insulin or BDNF delayed degeneration up to 7 DIV. In organotypic cultures, munc18-1-deficient neurons survived until 9 DIV. On glial feeders, these neurons survived up to 10 DIV and 14 DIV when insulin was applied. Co-culturing dissociated mutant neurons with wild-type neurons did not prolong survival beyond 4 DIV, but coculturing mutant slices with wild-type slices prolonged survival up to 19 DIV. Cell-specific deletion of munc18-1 expression in cerebellar Purkinje cells in vivo resulted in the specific loss of these neurons without affecting connected or surrounding neurons. Together, these data allow three conclusions. First, the lack of synaptic activity cannot explain the degeneration in munc18-1-null mutants. Second, trophic support delays but cannot prevent degeneration. Third, a cell-intrinsic yet unknown function of munc18-1 is essential for prolonged survival.
Collapse
Affiliation(s)
- Joost H Heeroma
- Department of Molecular Neuroscience, Rudolf Magnus Institute, University of Utrecht Medical Center, Utrecht, The Netherlands
| | | | | | | | | | | | | | | | | |
Collapse
|
17
|
Gramowski A, Jügelt K, Weiss DG, Gross GW. Substance identification by quantitative characterization of oscillatory activity in murine spinal cord networks on microelectrode arrays. Eur J Neurosci 2004; 19:2815-25. [PMID: 15147315 DOI: 10.1111/j.0953-816x.2004.03373.x] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This paper presents a novel and comprehensive method to identify substances on the basis of electrical activity and is a substantial improvement for drug screening. The spontaneous activity of primary neuronal networks is influenced by neurotransmitters, ligands, and other substances in a similar fashion as known from in vivo pharmacology. However, quantitative methods for the identification of substances through their characteristic effects on network activity states have not yet been reported. We approached this problem by creating a database including native activity and five drug-induced oscillatory activity states from extracellular multisite recordings from microelectrode arrays. The response profiles consisted of 30 activity features derived from the temporal distribution of action potentials, integrated burst properties, calculated coefficients of variation, and features of Gabor fits to autocorrelograms. The different oscillatory states were induced by blocking neurotransmitter receptors for: (i) GABA(A); (ii) glycine; (iii) GABA(A) and glycine; (iv) all major synaptic types except AMPA, and (v) all major synapses except NMDA. To test the identification capability of the six substance-specific response profiles, five blind experiments were performed. The response features from the unknown substances were compared to the database using proximity measures using the normalized Euclidian distance to each activity state. This process created six identification coefficients where the smallest correctly identified the unknown substances. Such activity profiles are expected to become substance-specific 'finger prints' that classify unique responses to known and unknown substances. It is anticipated that this kind of approach will help to quantify pharmacological responses of networks used as biosensors.
Collapse
Affiliation(s)
- Alexandra Gramowski
- Institute of Cell Biology and Biosystems Technology, University of Rostock, Albert-Einstein-Strasse 3, 18059 Rostock, Germany.
| | | | | | | |
Collapse
|
18
|
Otto F, Görtz P, Fleischer W, Siebler M. Cryopreserved rat cortical cells develop functional neuronal networks on microelectrode arrays. J Neurosci Methods 2003; 128:173-81. [PMID: 12948560 DOI: 10.1016/s0165-0270(03)00186-9] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Neurons growing on microelectrode arrays (MEAs) are promising tools to investigate principal neuronal network mechanisms and network responses to pharmaceutical substances. However, broad application of these tools, e.g. in pharmaceutical substance screening, requires neuronal cells that provide stable activity on MEAs. Cryopreserved cortical neurons (CCx) from embryonic rats were cultured on MEAs and their immunocytochemical and electrophysiological properties were compared with acutely dissociated neurons (Cx). Both cell types formed neuritic networks and expressed the neuron-specific markers microtubule associated protein 2, synaptophysin, neurofilament and gamma-aminobutyric acid (GABA). Spontaneous spike activity (SSA) was recorded after 9 up to 74 days in vitro (DIV) in CCx and from 5 to 30 DIV in Cx, respectively. Cx and CCx exhibited synchronized burst activity with similar spiking characteristics. Tetrodotoxin (TTX) abolished the SSA of both cell types reversibly. In CCx SSA-inhibition occurred with an IC50 of 1.1 nM for TTX, 161 microM for magnesium, 18 microM for D,L-2-amino-5-phosphonovaleric acid (APV) and 1 microM for GABA. CCx cells were easy to handle and developed long living, stable and active neuronal networks on MEAs with similar characteristics as Cx. Thus, these neurochips seem to be suitable for studying neuronal network properties and screening in pharmaceutical research.
Collapse
Affiliation(s)
- Frauke Otto
- Department of Neurology, Heinrich-Heine-University, Moorenstr. 5, 40225 Düsseldorf, Germany
| | | | | | | |
Collapse
|
19
|
Abstract
Embryonic murine neuronal networks cultured on substrate-integrated microelectrode arrays were used to quantify acute electrophysiological effects of ethanol by using extracellular, multichannel recording of action potentials. Spontaneously active frontal cortex cultures showed repeatable, concentration-dependent sensitivities to ethanol, with initial inhibition at 20 mM and a spike rate 50% effective concentration (EC50) of 48.8+/-5.4 mM. Ethanol concentrations of greater than 100 mM led to cessation of activity. The ethanol inhibitions up to the maximum tested 160 mM were reversible. Although ethanol did not change the shape of action potentials, unit-specific spike pattern effects were found. At 40 mM, ethanol decreased neuronal firing in 71%, increased firing in 20%, and generated no effect in 9% of all units observed (14 cultures, 200 discriminated units). The effects of combined application of ethanol and fluoxetine were additive. Excellent agreement with findings obtained from experimental studies with animals validates the use of these in vitro systems for alcohol research.
Collapse
Affiliation(s)
- Yun Xia
- Department of Biological Sciences and Center for Network Neuroscience, P.O. Box 305220, University of North Texas, Denton, TX 76203, USA
| | | |
Collapse
|
20
|
O'Shaughnessy TJ, Zim B, Ma W, Shaffer KM, Stenger DA, Zamani K, Gross GW, Pancrazio JJ. Acute neuropharmacologic action of chloroquine on cortical neurons in vitro. Brain Res 2003; 959:280-6. [PMID: 12493616 DOI: 10.1016/s0006-8993(02)03763-0] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Chloroquine, a common quinolone derivative used in the treatment of malaria, has been associated with neurologic side-effects including depression, psychosis and delirium. The neuropharmacologic effects of chloroquine were examined on cultured cortical neurons using microelectrode array (MEA) recording and the whole-cell patch clamp technique. Whole-cell patch clamp records under current-clamp mode also showed a chloroquine-induced depression of the firing rate of spontaneous action potentials by approximately 40%, consistent with the observations with the MEA recording, although no changes in either the baseline membrane potential or input resistance were observed. Voltage clamp recordings of spontaneous post-synaptic currents, recorded in the presence of tetrodotoxin, revealed no obvious changes in either the amplitude or rate of occurrence of inward currents with application of chloroquine at 10 microM, suggesting that the fundamental molecular mechanisms underlying spontaneous synaptic transmission may not be affected by acute application of the drug. In contrast, a concentration-dependent inhibition of whole-cell calcium current was observed in the presence of chloroquine. These acute neuropharmacologic changes were not accompanied by cytotoxic actions of the compound, even after exposure of up to 500 microM chloroquine for 7 h. These data suggest that chloroquine can depress in vitro neuronal activity, perhaps through inhibition of membrane calcium channels.
Collapse
Affiliation(s)
- Thomas J O'Shaughnessy
- Center for Bio/Molecular Science and Engineering, Code 6910, Naval Research Laboratory, Washington, DC 20375, USA
| | | | | | | | | | | | | | | |
Collapse
|