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Lu HR, Seo M, Kreir M, Tanaka T, Yamoto R, Altrocchi C, van Ammel K, Tekle F, Pham L, Yao X, Teisman A, Gallacher DJ. High-Throughput Screening Assay for Detecting Drug-Induced Changes in Synchronized Neuronal Oscillations and Potential Seizure Risk Based on Ca 2+ Fluorescence Measurements in Human Induced Pluripotent Stem Cell (hiPSC)-Derived Neuronal 2D and 3D Cultures. Cells 2023; 12:cells12060958. [PMID: 36980298 PMCID: PMC10046961 DOI: 10.3390/cells12060958] [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: 02/03/2023] [Revised: 03/06/2023] [Accepted: 03/13/2023] [Indexed: 03/30/2023] Open
Abstract
Drug-induced seizure liability is a significant safety issue and the basis for attrition in drug development. Occurrence in late development results in increased costs, human risk, and delayed market availability of novel therapeutics. Therefore, there is an urgent need for biologically relevant, in vitro high-throughput screening assays (HTS) to predict potential risks for drug-induced seizure early in drug discovery. We investigated drug-induced changes in neural Ca2+ oscillations, using fluorescent dyes as a potential indicator of seizure risk, in hiPSC-derived neurons co-cultured with human primary astrocytes in both 2D and 3D forms. The dynamics of synchronized neuronal calcium oscillations were measured with an FDSS kinetics reader. Drug responses in synchronized Ca2+ oscillations were recorded in both 2D and 3D hiPSC-derived neuron/primary astrocyte co-cultures using positive controls (4-aminopyridine and kainic acid) and negative control (acetaminophen). Subsequently, blinded tests were carried out for 25 drugs with known clinical seizure incidence. Positive predictive value (accuracy) based on significant changes in the peak number of Ca2+ oscillations among 25 reference drugs was 91% in 2D vs. 45% in 3D hiPSC-neuron/primary astrocyte co-cultures. These data suggest that drugs that alter neuronal activity and may have potential risk for seizures can be identified with high accuracy using an HTS approach using the measurements of Ca2+ oscillations in hiPSC-derived neurons co-cultured with primary astrocytes in 2D.
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Affiliation(s)
- Hua-Rong Lu
- Global Safety Pharmacology, Preclinical Sciences and Translational Safety, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
| | - Manabu Seo
- Elixirgen Scientific, Incorporated, Baltimore, MD 21205, USA
| | - Mohamed Kreir
- Global Safety Pharmacology, Preclinical Sciences and Translational Safety, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
| | - Tetsuya Tanaka
- Elixirgen Scientific, Incorporated, Baltimore, MD 21205, USA
| | - Rie Yamoto
- Healthcare Business Group, Drug Discovery Business Department, Ricoh Company Ltd., Tokyo 143-8555, Japan
| | - Cristina Altrocchi
- Global Safety Pharmacology, Preclinical Sciences and Translational Safety, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
| | - Karel van Ammel
- Global Safety Pharmacology, Preclinical Sciences and Translational Safety, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
| | - Fetene Tekle
- Statistics and Decision Sciences, Global Development, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
| | - Ly Pham
- Computational Biology & Toxicology, Preclinical Sciences and Translational Safety, A Division of Janssen Pharmaceutica NV, San Diego, CA 921921, USA
| | - Xiang Yao
- Computational Biology & Toxicology, Preclinical Sciences and Translational Safety, A Division of Janssen Pharmaceutica NV, San Diego, CA 921921, USA
| | - Ard Teisman
- Global Safety Pharmacology, Preclinical Sciences and Translational Safety, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
| | - David J Gallacher
- Global Safety Pharmacology, Preclinical Sciences and Translational Safety, Janssen R&D, A Division of Janssen Pharmaceutica NV, B-2340 Beerse, Belgium
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Boitet M, Eun H, Lee T, Kim J, Grailhe R. Non-invasive In Vivo Brain Astrogenesis and Astrogliosis Quantification Using a Far-red E2-Crimson Transgenic Reporter Mouse. Mol Neurobiol 2022; 59:6740-6753. [PMID: 36001234 DOI: 10.1007/s12035-022-02997-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 08/07/2022] [Indexed: 10/15/2022]
Abstract
Despite the adaptation of major clinical imaging modalities for small animals, optical bioluminescence imaging technology is the main approach readily reporting gene activity. Yet, in vivo bioluminescence monitoring requires the administration and diffusion of a substrate to the tissues of interest, resulting in experimental variability, high reagent cost, long acquisition time, and stress to the animal. In our study, we avoid such issues upon generating a new transgenic mouse (GFAP-E2crimson) expressing the far-red fluorescent protein E2-crimson under the control of the glial fibrillary acidic protein (GFAP) promoter. Using microscopy, we validated the selective expression of the reporter in the astrocyte cell population and by non-invasive in vivo fluorescence imaging its detection through the scalps and skulls of live animals. In addition, we performed a longitudinal study validating by in vivo imaging that the E2-crimson fluorescence signal is up-regulated, in pups during astrogenesis and in adult mice during astrogliosis upon kainic acid administration. Furthermore, upon crossing GFAP-E2crimson transgenic with 5XFAD Alzheimer's disease mice model, we were able to quantify the chronic inflammation triggered by amyloid deposit and aging over 18 months. As many diseases and conditions can trigger neuroinflammation, we believe that the GFAP-E2crimson reporter mice model delivers tremendous value for the non-invasive quantification of astrogliosis responses in living animals.
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Affiliation(s)
- Maylis Boitet
- Technology Development Platform, Institut Pasteur Korea, Seongnam, 13488, Republic of Korea
- Department of Biological Chemistry, IPK Campus, Korea University of Science and Technology, 217 Gajeong-ro Yuseong-gu, Daejeon, 34113, Republic of Korea
| | - Hyeju Eun
- Technology Development Platform, Institut Pasteur Korea, Seongnam, 13488, Republic of Korea
| | - Taekwan Lee
- Korea Brain Research Institute, Daegu, Republic of Korea
| | - Jiho Kim
- Screening Discovery Platform, Institut Pasteur Korea, Seongnam, 13488, Republic of Korea
| | - Regis Grailhe
- Technology Development Platform, Institut Pasteur Korea, Seongnam, 13488, Republic of Korea.
- Department of Biological Chemistry, IPK Campus, Korea University of Science and Technology, 217 Gajeong-ro Yuseong-gu, Daejeon, 34113, Republic of Korea.
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