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Koyama H, Maeda A, Zhai P, Koiwai K, Kurose K. Development of RT h-CLAT, a Rapid Assessment Method for Skin Sensitizers Using THP-1 Cells as a Biosensor. BIOSENSORS 2024; 14:632. [PMID: 39727897 DOI: 10.3390/bios14120632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 12/17/2024] [Accepted: 12/18/2024] [Indexed: 12/28/2024]
Abstract
In recent years, in vitro skin sensitization assays have been recommended as animal-free alternatives for the safety assessment of cosmetics and topical drugs, and these methods have been adopted in OECD test guidelines. However, existing assays remain complex and costly. To address this, we recently developed a more efficient, cost-effective, and accurate method for evaluating skin sensitizers by using immune cell-derived THP-1 cells as a biosensor, coupled with an RT-PCR-based assay. In this study, we further refined this method to enable even faster assessment of skin sensitization. By performing comprehensive RNA sequencing (RNA-Seq) analysis, we examined gene expression profiles induced by sensitizers in THP-1 cells to identify potential sensitization markers, ultimately selecting the optimal markers and conditions for evaluation. Our findings indicate that after exposing a test chemical to THP-1 cells for 5 h, measuring the expression levels of the JUN and HMOX1 genes via real-time PCR allows for a reliable assessment of sensitization. A test compound is defined as a sensitizer if either gene shows a more than two-fold increase in its expression compared to the control. Applying this improved method, designated as RT h-CLAT, we evaluated the sensitization potential of 43 chemicals. The results demonstrated higher accuracy compared to the human cell line activation test (h-CLAT) listed in the OECD guidelines, while also reducing the required assessment time from two days to one.
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Affiliation(s)
- Hiroki Koyama
- Department of Food Science and Technology, Tokyo University of Marine Science and Technology, Tokyo 108-8477, Japan
| | - Ayami Maeda
- Department of Food Science and Technology, Tokyo University of Marine Science and Technology, Tokyo 108-8477, Japan
| | - Peiqi Zhai
- Department of Food Science and Technology, Tokyo University of Marine Science and Technology, Tokyo 108-8477, Japan
| | - Keiichiro Koiwai
- Department of Marine Biosciences, Tokyo University of Marine Science and Technology, Tokyo 108-8477, Japan
| | - Kouichi Kurose
- Department of Food Science and Technology, Tokyo University of Marine Science and Technology, Tokyo 108-8477, Japan
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2
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Feng D, Zhong G, Zuo Q, Wan Y, Xu W, He C, Lin C, Huang D, Chen F, Huang L. Knockout of ABC transporters by CRISPR/Cas9 contributes to reliable and accurate transporter substrate identification for drug discovery. Front Pharmacol 2022; 13:1015940. [PMID: 36386127 PMCID: PMC9649518 DOI: 10.3389/fphar.2022.1015940] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 10/13/2022] [Indexed: 04/21/2024] Open
Abstract
It is essential to explore the relationship between drugs and transporters in the process of drug development. Strong background signals in nonhuman MDCK or LLC-PK1 cells and overlapping interference of inhibitors or RNAi in human Caco-2 cells mean that an ideal alternative could be to knock out specific transporter genes in Caco-2 cells. However, the application of gene knockout (KO) to Caco-2 cells is challenging because it is still inefficient to obtain rapidly growing Caco-2 subclones with double-allele KO through long-term monoclonal cultivation. Herein, CRISPR/Cas9, a low cost but more efficient and precise gene editing technology, was utilized to singly or doubly knockout the P-gp, BCRP, and MRP2 genes in Caco-2 cells. By combining this with single cell expansion, rapidly growing transporter-deficient subclones were successfully screened and established. Bidirectional transport assays with probe substrates and three protease inhibitors indicated that more reliable and detailed data could be drawn easily with these KO Caco-2 models. The six robust KO Caco-2 subclones could contribute to efficient in vitro drug transport research.
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Affiliation(s)
- Dongyan Feng
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Guorui Zhong
- Bioinformatics Institute, Agency for Science, Technology, and Research (A*STAR), Singapore, Singapore
| | - Qingxia Zuo
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Yanbin Wan
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Wanqing Xu
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Changsheng He
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Cailing Lin
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Dongchao Huang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Feng Chen
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Lizhen Huang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
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Deng T, Xu X, Fu J, Xu Y, Qu W, Pi J, Wang H. Application of ARE-reporter systems in drug discovery and safety assessment. Toxicol Appl Pharmacol 2022; 454:116243. [PMID: 36115658 DOI: 10.1016/j.taap.2022.116243] [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: 05/31/2022] [Revised: 08/16/2022] [Accepted: 09/09/2022] [Indexed: 11/28/2022]
Abstract
The human body is continuously exposed to xenobiotics and internal or external oxidants. The health risk assessment of exogenous chemicals remains a complex and challenging issue. Alternative toxicological test methods have become an essential strategy for health risk assessment. As a core regulator of constitutive and inducible expression of antioxidant response element (ARE)-dependent genes, nuclear factor erythroid 2-related factor 2 (Nrf2) plays a critical role in maintaining cellular redox homeostasis. Consistent with the properties of Nrf2-mediated antioxidant response, Nrf2-ARE activity is a direct indicator of oxidative stress and thus has been used to identify and characterize oxidative stressors and redox modulators. To screen and distinguish chemicals or environmental insults that affect the cellular antioxidant activity and/or induce oxidative stress, various in vitro cell models expressing distinct ARE reporters with high-throughput and high-content properties have been developed. These ARE-reporter systems are currently widely applied in drug discovery and safety assessment. In the present review, we provide an overview of the basic structures and applications of various ARE-reporter systems employed for discovering Nrf2-ARE modulators and characterizing oxidative stressors.
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Affiliation(s)
- Tianqi Deng
- Laboratory of Chronic Disease and Environmental Genomics, School of Public Health, China Medical University, Shenyang 110122, China
| | - Xiaoge Xu
- Laboratory of Chronic Disease and Environmental Genomics, School of Public Health, China Medical University, Shenyang 110122, China
| | - Jingqi Fu
- Program of Environmental Toxicology, School of Public Health, China Medical University, Shenyang 110122, China
| | - Yuanyuan Xu
- Laboratory of Chronic Disease and Environmental Genomics, School of Public Health, China Medical University, Shenyang 110122, China
| | - Weidong Qu
- Key Laboratory of Public Health Safety, Ministry of Education, Department of Environmental Health, School of Public Health, Fudan University, Shanghai 200032, China
| | - Jingbo Pi
- Program of Environmental Toxicology, School of Public Health, China Medical University, Shenyang 110122, China.
| | - Huihui Wang
- Laboratory of Chronic Disease and Environmental Genomics, School of Public Health, China Medical University, Shenyang 110122, China.
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Zhou Z, Qin M, Khodahemmati S, Li W, Niu B, Li J, Liu Y, Gao J. Gene expression in human umbilical vein endothelial cells exposed to fine particulate matter: RNA sequencing analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2022; 32:2052-2064. [PMID: 34102927 DOI: 10.1080/09603123.2021.1935785] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 05/25/2021] [Indexed: 06/12/2023]
Abstract
Exposure to airborne particulate matter (PM2.5) is associated with cardiovascular diseases. In order to investigate the molecular mechanisms of air pollution-induced CVDs toxicity, human umbilical vein endothelial cells (HUVECs) were exposed to PM2.5 collected from January, 2016 winter in Beijing, China. We performed RNA sequencing to elucidate key molecular mechanism of PM 2.5-mediated toxicity in HUVECs. A total of 1753 genes, 864 up-regulated and 889 down-regulated, were observed to be differentially expressed genes (DEGs). Among these, genes involved in metabolic response, oxidative stress, inflammatory response, and vascular dysfunction were significantly differentially expressed (log2 FC > 4). The results were validated by quantitative real-time PCR (qPCR) and Western blot for CYP1B1, HMOX1, IL8, and GJA4. Pathway analysis revealed that DEGs were involved in the biological processes related to metabolism, inflammation, and host defense against environmental insults. This research is providing a further understanding of the mechanisms underlying PM2.5-induced cardiovascular diseases (CVDs).
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Affiliation(s)
- Zhixiang Zhou
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Mengnan Qin
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Sara Khodahemmati
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Beijing University of Technology, Beijing, China
| | - Wenke Li
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Bingyu Niu
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Jiangshuai Li
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Yanghua Liu
- College of Life Science and Bioengineering, Beijing University of Technology, Beijing, China
| | - Jingfeng Gao
- National Engineering Laboratory for Advanced Municipal Wastewater Treatment and Reuse Technology, Beijing University of Technology, Beijing, China
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Zuo Q, Xu W, Wan Y, Feng D, He C, Lin C, Huang D, Chen F, Han L, Sun Q, Chen D, Du H, Huang L. Efficient generation of a CYP3A4-T2A-luciferase knock-in HepaRG subclone and its optimized differentiation. Biomed Pharmacother 2022; 152:113243. [PMID: 35687910 DOI: 10.1016/j.biopha.2022.113243] [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: 04/28/2022] [Revised: 05/30/2022] [Accepted: 06/02/2022] [Indexed: 11/02/2022] Open
Abstract
CRISPR/Cas9 has allowed development of better and easier-to-use ADME models than traditional methods by complete knockout or knock-in of genes. However, gene editing in HepaRG cells remains challenging because long-term monoclonal cultivation may alter their differentiation capacity to a large extent. Here, CRISPR/Cas9 was used to generate a CYP3A4-T2A-luciferase knock-in HepaRG subclone by Cas9-mediated homologous recombination and monoclonal cultivation. The knock-in HepaRG-#9 subclone retained a similar differentiation potential to wildtype HepaRG cells (HepaRG-WT). To further improve differentiation and expand the applications of knock-in HepaRG cells, two optimized differentiation procedures were evaluated by comparison with the standard differentiation procedure using the knock-in HepaRG-#9 subclone and HepaRG-WT. The results indicated that addition of forskolin (an adenylate cyclase activator) and SB431542 (a TGF-β pathway inhibitor) to the first optimized differentiation procedure led to better differentiation consequence in terms of not only the initiation time for differentiation and morphological characterization, but also the mRNA levels of hepatocyte-specific genes. These data may contribute to more extensive applications of genetically modified HepaRG cells in ADME studies.
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Affiliation(s)
- Qingxia Zuo
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Wanqing Xu
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Yanbin Wan
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Dongyan Feng
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Changsheng He
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Cailing Lin
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Dongchao Huang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Feng Chen
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Liya Han
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Qi Sun
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Dong Chen
- Fangrui Institute of Innovative Drugs, South China University of Technology, Guangzhou 510006, China
| | - Hongli Du
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China
| | - Lizhen Huang
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou 510006, China.
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Validation Study to Determine the Accuracy of Widespread Promoterless EGFP Reporter at Assessing CRISPR/Cas9-Mediated Homology Directed Repair. Curr Issues Mol Biol 2022; 44:1688-1700. [PMID: 35723374 PMCID: PMC9164083 DOI: 10.3390/cimb44040116] [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: 02/04/2022] [Revised: 03/03/2022] [Accepted: 04/06/2022] [Indexed: 11/17/2022] Open
Abstract
An accurate visual reporter system to assess homology-directed repair (HDR) is a key prerequisite for evaluating the efficiency of Cas9-mediated precise gene editing. Herein, we tested the utility of the widespread promoterless EGFP reporter to assess the efficiency of CRISPR/Cas9-mediated homologous recombination by fluorescence expression. We firstly established a promoterless EGFP reporter donor targeting the porcine GAPDH locus to study CRISPR/Cas9-mediated homologous recombination in porcine cells. Curiously, EGFP was expressed at unexpectedly high levels from the promoterless donor in porcine cells, with or without Cas9/sgRNA. Even higher EGFP expression was detected in human cells and those of other species when the porcine donor was transfected alone. Therefore, EGFP could be expressed at certain level in various cells transfected with the promoterless EGFP reporter alone, making it a low-resolution reporter for measuring Cas9-mediated HDR events. In summary, the widespread promoterless EGFP reporter could not be an ideal measurement for HDR screening and there is an urgent need to develop a more reliable, high-resolution HDR screening system to better explore strategies of increasing the efficiency of Cas9-mediated HDR in mammalian cells.
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Smits JP, Meesters LD, Maste BG, Zhou H, Zeeuwen PL, van den Bogaard EH. CRISPR-Cas9 based genomic engineering in keratinocytes: from technology to application. JID INNOVATIONS 2021; 2:100082. [PMID: 35146483 PMCID: PMC8819031 DOI: 10.1016/j.xjidi.2021.100082] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 11/13/2021] [Accepted: 11/18/2021] [Indexed: 12/14/2022] Open
Affiliation(s)
- Jos P.H. Smits
- Department of Dermatology, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
| | - Luca D. Meesters
- Department of Dermatology, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
| | - Berber G.W. Maste
- Department of Dermatology, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
| | - Huiqing Zhou
- Department of Molecular Developmental Biology, Faculty of Science, Radboud University, Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
- Department of Human Genetics, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
| | - Patrick L.J.M. Zeeuwen
- Department of Dermatology, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
| | - Ellen H. van den Bogaard
- Department of Dermatology, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Nijmegen, The Netherlands
- Correspondence: Ellen H. van den Bogaard, Department of Dermatology, Radboud University Medical Center (Radboudumc), Radboud Institute for Molecular Life Sciences (RIMLS), Rene Descartesdreef 1, Nijmegen 6525 GL, The Netherlands.
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de Ávila RI, Lindstedt M, Valadares MC. The 21st Century movement within the area of skin sensitization assessment: From the animal context towards current human-relevant in vitro solutions. Regul Toxicol Pharmacol 2019; 108:104445. [PMID: 31430506 DOI: 10.1016/j.yrtph.2019.104445] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/13/2019] [Accepted: 08/15/2019] [Indexed: 12/30/2022]
Abstract
In a regulatory context, skin sensitization hazard and risk evaluations of manufactured products and their ingredients (e.g. cosmetics) are mandatory in several regions. Great efforts have been made within the field of 21st Century Toxicology to provide non-animal testing approaches to assess the skin allergy potential of materials (e.g. chemicals, mixtures, nanomaterials, particles). Mechanistic understanding of skin sensitization process through the adverse outcome pathway (AOP) has promoted the development of in vitro methods, demonstrating accuracies superior to the traditional animal testing. These in vitro testing approaches are based on one of the four AOP key events (KE) of skin sensitization: formation of immunogenic hapten-protein complexes (KE-1 or the molecular initiating event, MIE), inflammatory keratinocyte responses (KE-2), dendritic cell activation (KE-3), and T-lymphocyte activation and proliferation (KE-4). This update provides an overview of the historically used in vivo methods as well as the current in chemico and in cell methods with and without OECD guideline designations to analyze the progress towards human-relevant in vitro test methods for safety assessment of the skin allergenicity potential of materials. Here our focus is to review 96 in vitro testing approaches directed to the KEs of the skin sensitization AOP.
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Affiliation(s)
- Renato Ivan de Ávila
- Laboratory of Education and Research in In Vitro Toxicology (Tox In), Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, Goiás State, Brazil
| | - Malin Lindstedt
- Department of Immunotechnology, Medicon Village, Lund University, Lund, Sweden
| | - Marize Campos Valadares
- Laboratory of Education and Research in In Vitro Toxicology (Tox In), Faculty of Pharmacy, Universidade Federal de Goiás, Goiânia, Goiás State, Brazil.
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