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An integrated approach for early in vitro seizure prediction utilizing hiPSC neurons and human ion channel assays
Abstract Seizure liability remains a significant cause of attrition throughout drug development. Advances in stem cell biology coupled with an increased understanding of the role of ion channels in seizure offer an opportunity for a new paradigm in screening. We assessed the activity of 15 pro-seizu...
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Published in: | Toxicological sciences 2023-10, Vol.196 (1), p.126-140 |
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Seizure liability remains a significant cause of attrition throughout drug development. Advances in stem cell biology coupled with an increased understanding of the role of ion channels in seizure offer an opportunity for a new paradigm in screening. We assessed the activity of 15 pro-seizurogenic compounds (7 CNS active therapies, 4 GABA receptor antagonists, and 4 other reported seizurogenic compounds) using automated electrophysiology against a panel of 14 ion channels (Nav1.1, Nav1.2, Nav1.6, Kv7.2/7.3, Kv7.3/7.5, Kv1.1, Kv4.2, KCa4.1, Kv2.1, Kv3.1, KCa1.1, GABA α1β2γ2, nicotinic α4β2, NMDA 1/2A). These were selected based on linkage to seizure in genetic/pharmacological studies. Fourteen compounds demonstrated at least one “hit” against the seizure panel and 11 compounds inhibited 2 or more ion channels. Next, we assessed the impact of the 15 compounds on electrical signaling using human-induced pluripotent stem cell neurons in microelectrode array (MEA). The CNS active therapies (amoxapine, bupropion, chlorpromazine, clozapine, diphenhydramine, paroxetine, quetiapine) all caused characteristic changes to electrical activity in key parameters indicative of seizure such as network burst frequency and duration. The GABA antagonist picrotoxin increased all parameters, but the antibiotics amoxicillin and enoxacin only showed minimal changes. Acetaminophen, included as a negative control, caused no changes in any of the parameters assessed. Overall, pro-seizurogenic compounds showed a distinct fingerprint in the ion channel/MEA panel. These studies highlight the potential utility of an integrated in vitro approach for early seizure prediction to provide mechanistic information and to support optimal drug design in early development, saving time and resources. |
doi_str_mv | 10.1093/toxsci/kfad087 |
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Seizure liability remains a significant cause of attrition throughout drug development. Advances in stem cell biology coupled with an increased understanding of the role of ion channels in seizure offer an opportunity for a new paradigm in screening. We assessed the activity of 15 pro-seizurogenic compounds (7 CNS active therapies, 4 GABA receptor antagonists, and 4 other reported seizurogenic compounds) using automated electrophysiology against a panel of 14 ion channels (Nav1.1, Nav1.2, Nav1.6, Kv7.2/7.3, Kv7.3/7.5, Kv1.1, Kv4.2, KCa4.1, Kv2.1, Kv3.1, KCa1.1, GABA α1β2γ2, nicotinic α4β2, NMDA 1/2A). These were selected based on linkage to seizure in genetic/pharmacological studies. Fourteen compounds demonstrated at least one “hit” against the seizure panel and 11 compounds inhibited 2 or more ion channels. Next, we assessed the impact of the 15 compounds on electrical signaling using human-induced pluripotent stem cell neurons in microelectrode array (MEA). The CNS active therapies (amoxapine, bupropion, chlorpromazine, clozapine, diphenhydramine, paroxetine, quetiapine) all caused characteristic changes to electrical activity in key parameters indicative of seizure such as network burst frequency and duration. The GABA antagonist picrotoxin increased all parameters, but the antibiotics amoxicillin and enoxacin only showed minimal changes. Acetaminophen, included as a negative control, caused no changes in any of the parameters assessed. Overall, pro-seizurogenic compounds showed a distinct fingerprint in the ion channel/MEA panel. These studies highlight the potential utility of an integrated in vitro approach for early seizure prediction to provide mechanistic information and to support optimal drug design in early development, saving time and resources.</description><identifier>ISSN: 1096-6080</identifier><identifier>EISSN: 1096-0929</identifier><identifier>DOI: 10.1093/toxsci/kfad087</identifier><identifier>PMID: 37632788</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Humans ; Induced Pluripotent Stem Cells - physiology ; Ion Channels ; Microelectrodes ; Neurons - physiology ; Seizures - chemically induced</subject><ispartof>Toxicological sciences, 2023-10, Vol.196 (1), p.126-140</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Society of Toxicology. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of the Society of Toxicology. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c329t-205e1887690868215363fdcffa0cd1769603dd6f653d6b19a70bb846b85847d3</citedby><cites>FETCH-LOGICAL-c329t-205e1887690868215363fdcffa0cd1769603dd6f653d6b19a70bb846b85847d3</cites><orcidid>0000-0002-7763-7558</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37632788$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rockley, Kimberly</creatorcontrib><creatorcontrib>Roberts, Ruth</creatorcontrib><creatorcontrib>Jennings, Hannah</creatorcontrib><creatorcontrib>Jones, Karen</creatorcontrib><creatorcontrib>Davis, Myrtle</creatorcontrib><creatorcontrib>Levesque, Paul</creatorcontrib><creatorcontrib>Morton, Michael</creatorcontrib><title>An integrated approach for early in vitro seizure prediction utilizing hiPSC neurons and human ion channel assays</title><title>Toxicological sciences</title><addtitle>Toxicol Sci</addtitle><description>Abstract
Seizure liability remains a significant cause of attrition throughout drug development. Advances in stem cell biology coupled with an increased understanding of the role of ion channels in seizure offer an opportunity for a new paradigm in screening. We assessed the activity of 15 pro-seizurogenic compounds (7 CNS active therapies, 4 GABA receptor antagonists, and 4 other reported seizurogenic compounds) using automated electrophysiology against a panel of 14 ion channels (Nav1.1, Nav1.2, Nav1.6, Kv7.2/7.3, Kv7.3/7.5, Kv1.1, Kv4.2, KCa4.1, Kv2.1, Kv3.1, KCa1.1, GABA α1β2γ2, nicotinic α4β2, NMDA 1/2A). These were selected based on linkage to seizure in genetic/pharmacological studies. Fourteen compounds demonstrated at least one “hit” against the seizure panel and 11 compounds inhibited 2 or more ion channels. Next, we assessed the impact of the 15 compounds on electrical signaling using human-induced pluripotent stem cell neurons in microelectrode array (MEA). The CNS active therapies (amoxapine, bupropion, chlorpromazine, clozapine, diphenhydramine, paroxetine, quetiapine) all caused characteristic changes to electrical activity in key parameters indicative of seizure such as network burst frequency and duration. The GABA antagonist picrotoxin increased all parameters, but the antibiotics amoxicillin and enoxacin only showed minimal changes. Acetaminophen, included as a negative control, caused no changes in any of the parameters assessed. Overall, pro-seizurogenic compounds showed a distinct fingerprint in the ion channel/MEA panel. These studies highlight the potential utility of an integrated in vitro approach for early seizure prediction to provide mechanistic information and to support optimal drug design in early development, saving time and resources.</description><subject>Humans</subject><subject>Induced Pluripotent Stem Cells - physiology</subject><subject>Ion Channels</subject><subject>Microelectrodes</subject><subject>Neurons - physiology</subject><subject>Seizures - chemically induced</subject><issn>1096-6080</issn><issn>1096-0929</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFkD1PwzAQhi0EoqWwMiKPMKS148ZxxqriS6oEEt0jx3YaQ2KndoJofz1GCaxMd7p77pXuAeAaozlGGVl09ssLvfgouUQsPQHTMKURyuLsdOwpYmgCLrx_RwhjirJzMCEpJXHK2BTsVwZq06md452SkLets1xUsLQOKu7qQ9jCT905C73Sx94p2Doltei0NbDvdK2P2uxgpV_f1tCo3lnjITcSVn3DQ3agRMWNUTXk3vODvwRnJa-9uhrrDGwf7rfrp2jz8vi8Xm0iQeKsi2KUKMxYSjPEKItxQigppShLjoTEYUwRkZKWNCGSFjjjKSoKtqQFS9gylWQGbofY8NC-V77LG-2FqmtulO19HrMkZckSMxrQ-YAKZ713qsxbpxvuDjlG-Y_lfLCcj5bDwc2Y3ReNkn_4r9YA3A2A7dv_wr4B0AKKdg</recordid><startdate>20231030</startdate><enddate>20231030</enddate><creator>Rockley, Kimberly</creator><creator>Roberts, Ruth</creator><creator>Jennings, Hannah</creator><creator>Jones, Karen</creator><creator>Davis, Myrtle</creator><creator>Levesque, Paul</creator><creator>Morton, Michael</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-7763-7558</orcidid></search><sort><creationdate>20231030</creationdate><title>An integrated approach for early in vitro seizure prediction utilizing hiPSC neurons and human ion channel assays</title><author>Rockley, Kimberly ; Roberts, Ruth ; Jennings, Hannah ; Jones, Karen ; Davis, Myrtle ; Levesque, Paul ; Morton, Michael</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c329t-205e1887690868215363fdcffa0cd1769603dd6f653d6b19a70bb846b85847d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Humans</topic><topic>Induced Pluripotent Stem Cells - physiology</topic><topic>Ion Channels</topic><topic>Microelectrodes</topic><topic>Neurons - physiology</topic><topic>Seizures - chemically induced</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rockley, Kimberly</creatorcontrib><creatorcontrib>Roberts, Ruth</creatorcontrib><creatorcontrib>Jennings, Hannah</creatorcontrib><creatorcontrib>Jones, Karen</creatorcontrib><creatorcontrib>Davis, Myrtle</creatorcontrib><creatorcontrib>Levesque, Paul</creatorcontrib><creatorcontrib>Morton, Michael</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Toxicological sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rockley, Kimberly</au><au>Roberts, Ruth</au><au>Jennings, Hannah</au><au>Jones, Karen</au><au>Davis, Myrtle</au><au>Levesque, Paul</au><au>Morton, Michael</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An integrated approach for early in vitro seizure prediction utilizing hiPSC neurons and human ion channel assays</atitle><jtitle>Toxicological sciences</jtitle><addtitle>Toxicol Sci</addtitle><date>2023-10-30</date><risdate>2023</risdate><volume>196</volume><issue>1</issue><spage>126</spage><epage>140</epage><pages>126-140</pages><issn>1096-6080</issn><eissn>1096-0929</eissn><abstract>Abstract
Seizure liability remains a significant cause of attrition throughout drug development. Advances in stem cell biology coupled with an increased understanding of the role of ion channels in seizure offer an opportunity for a new paradigm in screening. We assessed the activity of 15 pro-seizurogenic compounds (7 CNS active therapies, 4 GABA receptor antagonists, and 4 other reported seizurogenic compounds) using automated electrophysiology against a panel of 14 ion channels (Nav1.1, Nav1.2, Nav1.6, Kv7.2/7.3, Kv7.3/7.5, Kv1.1, Kv4.2, KCa4.1, Kv2.1, Kv3.1, KCa1.1, GABA α1β2γ2, nicotinic α4β2, NMDA 1/2A). These were selected based on linkage to seizure in genetic/pharmacological studies. Fourteen compounds demonstrated at least one “hit” against the seizure panel and 11 compounds inhibited 2 or more ion channels. Next, we assessed the impact of the 15 compounds on electrical signaling using human-induced pluripotent stem cell neurons in microelectrode array (MEA). The CNS active therapies (amoxapine, bupropion, chlorpromazine, clozapine, diphenhydramine, paroxetine, quetiapine) all caused characteristic changes to electrical activity in key parameters indicative of seizure such as network burst frequency and duration. The GABA antagonist picrotoxin increased all parameters, but the antibiotics amoxicillin and enoxacin only showed minimal changes. Acetaminophen, included as a negative control, caused no changes in any of the parameters assessed. Overall, pro-seizurogenic compounds showed a distinct fingerprint in the ion channel/MEA panel. These studies highlight the potential utility of an integrated in vitro approach for early seizure prediction to provide mechanistic information and to support optimal drug design in early development, saving time and resources.</abstract><cop>United States</cop><pub>Oxford University Press</pub><pmid>37632788</pmid><doi>10.1093/toxsci/kfad087</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-7763-7558</orcidid></addata></record> |
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subjects | Humans Induced Pluripotent Stem Cells - physiology Ion Channels Microelectrodes Neurons - physiology Seizures - chemically induced |
title | An integrated approach for early in vitro seizure prediction utilizing hiPSC neurons and human ion channel assays |
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