An in silico–in vitro pipeline for drug cardiotoxicity screening identifies ionic pro‐arrhythmia mechanisms. (24th July 2022)
- Record Type:
- Journal Article
- Title:
- An in silico–in vitro pipeline for drug cardiotoxicity screening identifies ionic pro‐arrhythmia mechanisms. (24th July 2022)
- Main Title:
- An in silico–in vitro pipeline for drug cardiotoxicity screening identifies ionic pro‐arrhythmia mechanisms
- Authors:
- Clark, Alexander P.
Wei, Siyu
Kalola, Darshan
Krogh‐Madsen, Trine
Christini, David J. - Abstract:
- Abstract : Background and Purpose: Before advancing to clinical trials, new drugs are screened for their pro‐arrhythmic potential using a method that is overly conservative and provides limited mechanistic insight. The shortcomings of this approach can lead to the mis‐classification of beneficial drugs as pro‐arrhythmic. Experimental Approach: An in silico – in vitro pipeline was developed to circumvent these shortcomings. A computational human induced pluripotent stem cell‐derived cardiomyocyte (iPSC‐CM) model was used as part of a genetic algorithm to design experiments, specifically electrophysiological voltage clamp (VC) protocols, to identify which of several cardiac ion channels were blocked during in vitro drug studies. Such VC data, along with dynamically clamped action potentials (AP), were acquired from iPSC‐CMs before and after treatment with a control solution or a low‐ (verapamil), intermediate‐ (cisapride or quinine) or high‐risk (quinidine) drug. Key Results: Significant AP prolongation (a pro‐arrhythmia marker) was seen in response to quinidine and quinine. The VC protocol identified block of IKr (a source of arrhythmias) by all strong IKr blockers, including cisapride, quinidine and quinine. The protocol also detected block of ICaL by verapamil and Ito by quinidine. Further demonstrating the power of the approach, the VC data uncovered a previously unidentified If block by quinine, which was confirmed with experiments using a HEK‐293 expression system andAbstract : Background and Purpose: Before advancing to clinical trials, new drugs are screened for their pro‐arrhythmic potential using a method that is overly conservative and provides limited mechanistic insight. The shortcomings of this approach can lead to the mis‐classification of beneficial drugs as pro‐arrhythmic. Experimental Approach: An in silico – in vitro pipeline was developed to circumvent these shortcomings. A computational human induced pluripotent stem cell‐derived cardiomyocyte (iPSC‐CM) model was used as part of a genetic algorithm to design experiments, specifically electrophysiological voltage clamp (VC) protocols, to identify which of several cardiac ion channels were blocked during in vitro drug studies. Such VC data, along with dynamically clamped action potentials (AP), were acquired from iPSC‐CMs before and after treatment with a control solution or a low‐ (verapamil), intermediate‐ (cisapride or quinine) or high‐risk (quinidine) drug. Key Results: Significant AP prolongation (a pro‐arrhythmia marker) was seen in response to quinidine and quinine. The VC protocol identified block of IKr (a source of arrhythmias) by all strong IKr blockers, including cisapride, quinidine and quinine. The protocol also detected block of ICaL by verapamil and Ito by quinidine. Further demonstrating the power of the approach, the VC data uncovered a previously unidentified If block by quinine, which was confirmed with experiments using a HEK‐293 expression system and automated patch‐clamp. Conclusion and Implications: We developed an in silico – in vitro pipeline that simultaneously identifies pro‐arrhythmia risk and mechanism of ion channel‐blocking drugs. The approach offers a new tool for evaluating cardiotoxicity during preclinical drug screening. Abstract : … (more)
- Is Part Of:
- British journal of pharmacology. Volume 179:Number 20(2022)
- Journal:
- British journal of pharmacology
- Issue:
- Volume 179:Number 20(2022)
- Issue Display:
- Volume 179, Issue 20 (2022)
- Year:
- 2022
- Volume:
- 179
- Issue:
- 20
- Issue Sort Value:
- 2022-0179-0020-0000
- Page Start:
- 4829
- Page End:
- 4843
- Publication Date:
- 2022-07-24
- Subjects:
- arrhythmias -- cardiotoxicity -- computer simulation -- induced pluripotent stem cells -- ion channels -- preclinical drug evaluation
Pharmacology -- Periodicals
Chemotherapy -- Periodicals
Drug Therapy -- Periodicals
Pharmacology -- Periodicals
615.1 - Journal URLs:
- http://bibpurl.oclc.org/web/21844 ↗
http://onlinelibrary.wiley.com/journal/10.1111/(ISSN)1476-5381/issues ↗
http://www.pubmedcentral.nih.gov/tocrender.fcgi?journal=282&action=archive ↗
http://onlinelibrary.wiley.com/ ↗
http://www.nature.com/bjp/index.html ↗ - DOI:
- 10.1111/bph.15915 ↗
- Languages:
- English
- ISSNs:
- 0007-1188
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 2314.700000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 23210.xml