1
|
Miao Z, Yang J, Cai L, Huang Z, Yan E, Peng J, Chen X, Cheng J. Zebrafish embryos as a teratogenicity screening tool to reduce potential birth defects. Reprod Toxicol 2025; 134:108895. [PMID: 40097051 DOI: 10.1016/j.reprotox.2025.108895] [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: 11/03/2024] [Revised: 02/26/2025] [Accepted: 03/12/2025] [Indexed: 03/19/2025]
Abstract
Teratogens play a crucial role in the development of birth defects, making effective screening vital for prevention and management. This study aimed to develop an optimized zebrafish embryo-based platform for teratogenicity screening and further evaluate its findings with established clinical and animal data. Zebrafish embryos [6-8 h post-fertilization (hpf)] were exposed to 19 different test solutions, including nine known teratogens and ten non-teratogens, in 96-well plates, and mortality and morphological abnormalities were assessed at 48, 72, and 96 hpf. The half-lethal concentration (LC50) and half-effective concentration (EC50) were calculated from the counts of dead and abnormal embryos, respectively. The teratogenicity index (TI), defined as LC50/EC50, was used to classify the chemicals. Of the tested compounds, eight were identified as teratogenic, nine as non-teratogenic, and two outliers due to solubility constraints in this assessment. Notably, extending the exposure duration to 96 hpf provided a more accurate assessment of teratogenicity compared to shorter exposures. Eight teratogenic substances exhibited a TI greater than 3, while (-)-thalidomide did not yield a definitive TI due to low solubility. Among the non-teratogenic chemicals, nine had a TI below 3, with ajmaline also lacking a precise TI due to solubility constraints. These findings suggest that using a 6-8 hpf to 96 hpf exposure window and establishing a TI threshold of 3 can facilitate reliable teratogenicity risk assessment. Furthermore, the phenotypes observed in zebrafish embryos were consistent with typical teratogenic malformations documented in clinical and animal studies. This study demonstrates that the refined zebrafish embryo teratogenicity testing method coupled with the TI, can be an effective tool for assessing teratogenic risk.
Collapse
Affiliation(s)
- Zongyu Miao
- Guangdong Provincial Boltechnology Research Institute (Guangdong Provincial Laboratory Animals Monitoring Center), Guangzhou 510663, China
| | - Jing Yang
- Department of Science and Environmental Studies and State Key Laboratory of Marine Pollution, The Education University of Hong Kong, New Territories, Hong Kong SAR, China
| | - Lei Cai
- Guangdong Provincial Boltechnology Research Institute (Guangdong Provincial Laboratory Animals Monitoring Center), Guangzhou 510663, China
| | - Zhenlie Huang
- NMPA Key Laboratory for Safety Evaluation of Cosmetics, Guangdong Provincial Key Laboratory of Tropical Disease Research, Department of Toxicology, School of Public Health, Southern Medical University, Guangzhou 510515, China
| | - Erping Yan
- Kangaroo Mommy Research Centre, Guangdong Kangaroo Mommy Biotechnology Co. Ltd, China
| | - Jinghui Peng
- Centre for Biotech Big Data Research & Development, Research Institute of Tsinghua, Pearl River Delta, China; Vitargent (International) Biotechnology Limited, Unit 516, 5/F. Biotech Centre 2, No. 11 Science Park West Avenue, Hong Kong Science Park, Shatin, Hong Kong SAR, China
| | - Xueping Chen
- Centre for Biotech Big Data Research & Development, Research Institute of Tsinghua, Pearl River Delta, China; Vitargent (International) Biotechnology Limited, Unit 516, 5/F. Biotech Centre 2, No. 11 Science Park West Avenue, Hong Kong Science Park, Shatin, Hong Kong SAR, China.
| | - Jinping Cheng
- Department of Science and Environmental Studies and State Key Laboratory of Marine Pollution, The Education University of Hong Kong, New Territories, Hong Kong SAR, China; The Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, Guangdong, China.
| |
Collapse
|
2
|
Hunt PR, Welch B, Camacho J, Salazar JK, Fay ML, Hamm J, Ceger P, Allen D, Fitzpatrick SC, Yourick J, Sprando RL. Strengths and limitations of the worm development and activity test (wDAT) as a chemical screening tool for developmental hazards. Toxicol Appl Pharmacol 2024; 492:117108. [PMID: 39322068 DOI: 10.1016/j.taap.2024.117108] [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: 07/11/2024] [Revised: 09/03/2024] [Accepted: 09/14/2024] [Indexed: 09/27/2024]
Abstract
The worm Development and Activity Test (wDAT) measures C. elegans developmental milestone acquisition timing and stage-specific spontaneous locomotor activity (SLA). Previously, the wDAT identified developmental delays and SLA level changes in C. elegans with mammalian developmental toxicants arsenic, lead, and mercury. 5-fluorouracil (5FU), cyclophosphamide (CP), hydroxyurea (HU), and ribavirin (RV) are teratogens that also induce growth retardation in developing mammals. In at least some studies on each of these chemicals, fetal weight reductions were seen at mammalian exposures below those that had teratogenic effects, suggesting that screening for developmental delay in a small alternative whole-animal model could act as a general toxicity endpoint to identify chemicals for further testing for more specific adverse developmental outcomes. Consistent with mammalian developmental effects, 5FU, HU, and RV were associated with developmental delays with the wDAT. Exposures associated with developmental delay induced hypoactivity with 5FU and HU, but slight hyperactivity with RV. CP is a prodrug that requires bioactivation by cytochrome P450s for both therapeutic and toxic effects. CP tests as a false negative in several in vitro assays, and it was also a false negative with the wDAT. These results suggest that the wDAT has the potential to identify some developmental toxicants, and that a positive wDAT result with an unknown may warrant further testing in mammals. Further assessment with larger panels of positive and negative controls will help qualify the applicability and utility of this C. elegans wDAT assay within toxicity test batteries or weight of evidence approaches for developmental toxicity assessment.
Collapse
Affiliation(s)
- Piper Reid Hunt
- Division of Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, MD, USA.
| | - Bonnie Welch
- Division of Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, MD, USA
| | - Jessica Camacho
- Division of Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, MD, USA
| | - Joelle K Salazar
- Division of Food Processing Science and Technology, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Bedford Park, IL, USA
| | - Megan L Fay
- Division of Food Processing Science and Technology, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Bedford Park, IL, USA
| | - Jon Hamm
- Inotiv, P.O. Box 13501, Research Triangle Park, NC 27709, USA
| | - Patricia Ceger
- Inotiv, P.O. Box 13501, Research Triangle Park, NC 27709, USA
| | - Dave Allen
- Inotiv, P.O. Box 13501, Research Triangle Park, NC 27709, USA
| | - Suzanne C Fitzpatrick
- Office of the Center Director, Center for Food Safety and Applied Nutrition, United States Food and Drug Administration, College Park MD, USA
| | - Jeffrey Yourick
- Division of Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, MD, USA
| | - Robert L Sprando
- Division of Toxicology, Office of Applied Research and Safety Assessment, Center for Food Safety and Applied Nutrition, U.S. Food and Drug Administration, Laurel, MD, USA
| |
Collapse
|
3
|
Hoyberghs J, Ball J, Trznadel M, Beekhuijzen M, Burbank M, Wilhelmi P, Muriana A, Powles-Glover N, Letamendia A, Van Cruchten S. Biological variability hampers the use of skeletal staining methods in zebrafish embryo developmental toxicity assays. Reprod Toxicol 2024; 127:108615. [PMID: 38815770 DOI: 10.1016/j.reprotox.2024.108615] [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: 01/29/2024] [Revised: 04/18/2024] [Accepted: 05/23/2024] [Indexed: 06/01/2024]
Abstract
Zebrafish embryo assays are used by pharmaceutical and chemical companies as new approach methodologies (NAMs) in developmental toxicity screening. Despite an overall high concordance of zebrafish embryo assays with in vivo mammalian studies, false negative and false positive results have been reported. False negative results in risk assessment models are of particular concern for human safety, as developmental anomalies may be missed. Interestingly, for several chemicals and drugs that were reported to be false negative in zebrafish, skeletal findings were noted in the in vivo studies. As the number of skeletal endpoints assessed in zebrafish is very limited compared to the in vivo mammalian studies, the aim of this study was to investigate whether the sensitivity could be increased by including a skeletal staining method. Three staining methods were tested on zebrafish embryos that were exposed to four teratogens that caused skeletal anomalies in rats and/or rabbits and were false negative in zebrafish embryo assays. These methods included a fixed alizarin red-alcian blue staining, a calcein staining, and a live alizarin red staining. The results showed a high variability in staining intensity of larvae exposed to mammalian skeletal teratogens, as well as variability between control larvae originating from the same clutch of zebrafish. Hence, biological variability in (onset of) bone development in zebrafish hampers the detection of (subtle) treatment-related bone effects that are not picked-up by gross morphology. In conclusion, the used skeletal staining methods did not increase the sensitivity of zebrafish embryo developmental toxicity assays.
Collapse
|
4
|
Nawaji T, Mizoguchi N, Adachi R, Teraoka H. Toxicokinetics of a developmental toxicity test in zebrafish embryos and larvae: Relationship with drug exposure in humans and other mammals. Curr Res Toxicol 2024; 7:100187. [PMID: 39104612 PMCID: PMC11298605 DOI: 10.1016/j.crtox.2024.100187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 07/03/2024] [Accepted: 07/11/2024] [Indexed: 08/07/2024] Open
Abstract
To study the effects of drugs on embryo/fetal development (EFD), developmental and reproductive toxicity studies in zebrafish (Danio rerio) embryos is expected to be an accepted alternative method to animal studies using mammals. However, there is a lack of clarity in the relationship between the concentration of developmental toxicity agents in whole embryos or larvae (Ce) and that in aqueous solution (Cw), and also between the amount of drug exposure required to cause developmental toxicity in zebrafish embryos or larvae and that required in mammals. Here, we measured Ce for developmental toxicity agents every 24 h starting at 24 h post fertilization (hpf). We found a high correlation (R 2: 0.87-0.96) between log [Ce/Cw] and the n-octanol-water distribution coefficient at pH 7 (logD) of each drug at all time points up to 120 hpf. We used this relationship to estimate the Ce values of the 21 positive-control reference drugs listed in ICH guidelines on reproductive and developmental toxicity studies (ICH S5). We then calculated the area under the Ce-time curve in zebrafish (zAUC) for each drug from the regression equation between log [Ce/Cw] and logD and compared it with the AUC at the no-observed-adverse-effect level in rats and rabbits and at the effective dose in humans described in ICH S5. The log of the calculated zAUC for the 14 drugs identified as positive in the zebrafish developmental toxicity test was relatively highly positively correlated with the log [AUC] for rats, rabbits, and humans. These findings provide important and positive information on the applicability of the zebrafish embryo developmental toxicity test as an alternative method of EFD testing. (267 words).
Collapse
Affiliation(s)
- Tasuku Nawaji
- Chemicals Evaluation and Research Institute, Japan (CERI), 3-2-7 Miyanojin, Kurume, Fukuoka 839-0801, Japan
| | - Naohiro Mizoguchi
- Chemicals Evaluation and Research Institute, Japan (CERI), 3-2-7 Miyanojin, Kurume, Fukuoka 839-0801, Japan
| | - Ryuta Adachi
- Chemicals Evaluation and Research Institute, Japan (CERI), 3-2-7 Miyanojin, Kurume, Fukuoka 839-0801, Japan
| | - Hiroki Teraoka
- School of Veterinary Medicine, Rakuno Gakuen University, 582 Bunkyodai-Midorimachi, Ebetsu, Hokkaido 069-8501, Japan
| |
Collapse
|
5
|
Yumnamcha T, Khangembam R, Yanglem S, Ophelia K, Thokchom S, Damayanti Devi M. Confocal Microscopy Technique in Teratogenicity Testing Using Zebrafish (Danio rerio) Embryos as Model. Methods Mol Biol 2024; 2753:533-542. [PMID: 38285365 DOI: 10.1007/978-1-0716-3625-1_34] [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] [Indexed: 01/30/2024]
Abstract
Teratogenicity refers to the ability to cause adverse effects on the normal development of embryos resulting in retardation of growth as well as structural and functional abnormalities in the developing embryos. Zebrafish (Danio rerio) is one of the prime model organisms for teratogenicity testing, owing to the many advantages it offers, particularly its relatively large and initially transparent embryos, which allow real-time imaging of the various developmental stages. Confocal microscopy provides the best technique for imaging cellular dynamics within zebrafish embryos as it gives high-resolution imaging of thick tissues. This chapter focuses on major teratogenicity testing techniques using confocal microscopy. Terminal deoxynucleotide transferase dUTP nick end labeling (TUNEL) assay, immunohistochemistry assay, and reactive oxygen species (ROS) detection are important methods for studying the teratogenicity of drugs or compounds using 6 h post-fertilization Zebrafish embryos.
Collapse
|
6
|
Liu S, Kawanishi T, Shimada A, Ikeda N, Yamane M, Takeda H, Tasaki J. Identification of an adverse outcome pathway (AOP) for chemical-induced craniofacial anomalies using the transgenic zebrafish model. Toxicol Sci 2023; 196:38-51. [PMID: 37531284 PMCID: PMC10614053 DOI: 10.1093/toxsci/kfad078] [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] [Indexed: 08/04/2023] Open
Abstract
Craniofacial anomalies are one of the most frequent birth defects worldwide and are often caused by genetic and environmental factors such as pharmaceuticals and chemical agents. Although identifying adverse outcome pathways (AOPs) is a central issue for evaluating the teratogenicity, the AOP causing craniofacial anomalies has not been identified. Recently, zebrafish has gained interest as an emerging model for predicting teratogenicity because of high throughput, cost-effectiveness and availability of various tools for examining teratogenic mechanisms. Here, we established zebrafish sox10-EGFP reporter lines to visualize cranial neural crest cells (CNCCs) and have identified the AOPs for craniofacial anomalies. When we exposed the transgenic embryos to teratogens that were reported to cause craniofacial anomalies in mammals, CNCC migration and subsequent morphogenesis of the first pharyngeal arch were impaired at 24 hours post-fertilization. We also found that cell proliferation and apoptosis of the migratory CNCCs were disturbed, which would be key events of the AOP. From these results, we propose that our sox10-EGFP reporter lines serve as a valuable model for detecting craniofacial skeletal abnormalities, from early to late developmental stages. Given that the developmental process of CNCCs around this stage is highly conserved between zebrafish and mammals, our findings can be extrapolated to mammalian craniofacial development and thus help in predicting craniofacial anomalies in human.
Collapse
Affiliation(s)
- Shujie Liu
- R&D, Safety Science Research, Kao Corporation, Tochigi 321-3497, Japan
| | - Toru Kawanishi
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo 113-0033, Japan
- School of Life Science and Technology, Tokyo Institute of Technology, Kanagawa 226-8501, Japan
| | - Atsuko Shimada
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo 113-0033, Japan
| | - Naohiro Ikeda
- R&D, Safety Science Research, Kao Corporation, Kanagawa 210-0821, Japan
| | - Masayuki Yamane
- R&D, Safety Science Research, Kao Corporation, Tochigi 321-3497, Japan
| | - Hiroyuki Takeda
- Department of Biological Sciences, Graduate School of Science, University of Tokyo, Tokyo 113-0033, Japan
- Faculty of Life Sciences, Kyoto Sangyo University, Kyoto 603-8555, Japan
| | - Junichi Tasaki
- R&D, Safety Science Research, Kao Corporation, Kanagawa 210-0821, Japan
| |
Collapse
|
7
|
Hernández-Silva D, Alcaraz-Pérez F, Pérez-Sánchez H, Cayuela ML. Virtual screening and zebrafish models in tandem, for drug discovery and development. Expert Opin Drug Discov 2022:1-13. [DOI: 10.1080/17460441.2022.2147503] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- David Hernández-Silva
- Telomerase, Cancer and Aging Group (TCAG), Hospital Clínico Universitario Virgen de la Arrixaca, 30120 Murcia, Spain
- Instituto Murciano de Investigación Biosanitaria-Arrixaca (IMIB-Arrixaca), 30120 Murcia, Spain
- Structural Bioinformatics and High-Performance Computing Research Group (BIOHPC), Computer Engineering Department, Universidad Católica de Murcia (UCAM), Guadalupe, 30107 Murcia, Spain
| | - Francisca Alcaraz-Pérez
- Telomerase, Cancer and Aging Group (TCAG), Hospital Clínico Universitario Virgen de la Arrixaca, 30120 Murcia, Spain
- Instituto Murciano de Investigación Biosanitaria-Arrixaca (IMIB-Arrixaca), 30120 Murcia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), ISCIII, 30100 Murcia, Spain
| | - Horacio Pérez-Sánchez
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), ISCIII, 30100 Murcia, Spain
| | - Maria Luisa Cayuela
- Telomerase, Cancer and Aging Group (TCAG), Hospital Clínico Universitario Virgen de la Arrixaca, 30120 Murcia, Spain
- Instituto Murciano de Investigación Biosanitaria-Arrixaca (IMIB-Arrixaca), 30120 Murcia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), ISCIII, 30100 Murcia, Spain
| |
Collapse
|
8
|
Zhou J, Lu Y, Li Z, Wang Z, Kong W, Zhao J. Sphingosylphosphorylcholine ameliorates doxorubicin-induced cardiotoxicity in zebrafish and H9c2 cells by reducing excessive mitophagy and mitochondrial dysfunction. Toxicol Appl Pharmacol 2022; 452:116207. [PMID: 35995203 DOI: 10.1016/j.taap.2022.116207] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 08/15/2022] [Accepted: 08/16/2022] [Indexed: 11/17/2022]
Abstract
Doxorubicin (DOX, C27H29NO11), is an anthracycline tumor chemotherapy drug, which has significant side effects on many organs including the heart. In recent years, mitochondrial dysfunction caused by DOX was identified as an important reason for cardiotoxic injury. Sphingosylphosphorylcholine (SPC) is essential for mitochondrial homeostasis in our previous report, however, its role in DOX-caused cardiomyopathy has remained elusive. Herein, DOX treated zebrafish embryos (90 μM) and adult fish (2.5 μM/g) were used to simulate DOX-induced cardiotoxic damage. Histopathological and ultrastructural observations showed that SPC (2.5 μM) significantly ameliorated DOX-induced pericardial edema, myocardial vacuolization and apoptosis. Furthermore, SPC (2.5 μM) can significantly inhibit DOX-induced apoptosis and promote cell proliferation in DOX treated H9c2 cells (1 μM), which is dependent on the restoration of mitochondrial homeostasis, including restored mitochondrial membrane potential, mitochondrial superoxide and ATP levels. We finally confirmed that SPC restored mitochondrial homeostasis through ameliorating DOX-induced excessive mitophagy. Mechanistically, SPC reduced calmodulin (CaM) levels and thus inhibiting Parkin activation and Parkin-dependent mitophagy. These results suggest that reducing the cardiotoxicity of chemotherapeutic drugs by targeting SPC may be a new solution to rescue chemotherapy injury.
Collapse
Affiliation(s)
- Jinrun Zhou
- Shandong Provincial Key Laboratory of Animal Cells and Developmental Biology, School of Life Science, Shandong University, Qingdao 266237, PR China
| | - Yao Lu
- Shandong Provincial Key Laboratory of Animal Cells and Developmental Biology, School of Life Science, Shandong University, Qingdao 266237, PR China
| | - Zhiliang Li
- Shandong Provincial Key Laboratory of Animal Cells and Developmental Biology, School of Life Science, Shandong University, Qingdao 266237, PR China
| | - Zhaohui Wang
- Shandong Provincial Key Laboratory of Animal Cells and Developmental Biology, School of Life Science, Shandong University, Qingdao 266237, PR China
| | - Weihua Kong
- Shandong Provincial Key Laboratory of Animal Cells and Developmental Biology, School of Life Science, Shandong University, Qingdao 266237, PR China
| | - Jing Zhao
- Shandong Provincial Key Laboratory of Animal Cells and Developmental Biology, School of Life Science, Shandong University, Qingdao 266237, PR China.
| |
Collapse
|
9
|
Hoyberghs J, Bars C, Ayuso M, Van Ginneken C, Foubert K, Van Cruchten S. DMSO Concentrations up to 1% are Safe to be Used in the Zebrafish Embryo Developmental Toxicity Assay. FRONTIERS IN TOXICOLOGY 2022; 3:804033. [PMID: 35295145 PMCID: PMC8915880 DOI: 10.3389/ftox.2021.804033] [Citation(s) in RCA: 57] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 12/02/2021] [Indexed: 12/03/2022] Open
Abstract
Dimethyl sulfoxide (DMSO) is a popular solvent for developmental toxicity testing of chemicals and pharmaceuticals in zebrafish embryos. In general, it is recommended to keep the final DMSO concentration as low as possible for zebrafish embryos, preferably not exceeding 100 μL/L (0.01%). However, higher concentrations of DMSO are often required to dissolve compounds in an aqueous medium. The aim of this study was to determine the highest concentration of DMSO that can be safely used in our standardized Zebrafish Embryo Developmental Toxicity Assay (ZEDTA). In the first part of this study, zebrafish embryos were exposed to different concentrations (0–2%) of DMSO. No increase in lethality or malformations was observed when using DMSO concentrations up to 1%. In a follow-up experiment, we assessed whether compounds that cause no developmental toxicity in the ZEDTA remain negative when dissolved in 1% DMSO, as false positive results due to physiological disturbances by DMSO should be avoided. To this end, zebrafish embryos were exposed to ascorbic acid and hydrochlorothiazide dissolved in 1% DMSO. Negative control groups were also included. No significant increase in malformations or lethality was observed in any of the groups. In conclusion, DMSO concentrations up to 1% can be safely used to dissolve compounds in the ZEDTA.
Collapse
Affiliation(s)
- Jente Hoyberghs
- Department of Veterinary Sciences, Comparative Perinatal Development, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Chloé Bars
- Department of Veterinary Sciences, Comparative Perinatal Development, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Miriam Ayuso
- Department of Veterinary Sciences, Comparative Perinatal Development, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Chris Van Ginneken
- Department of Veterinary Sciences, Comparative Perinatal Development, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Kenn Foubert
- Department of Pharmaceutical Sciences, Natural Products and Food Research and Analysis (NatuRA), Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| | - Steven Van Cruchten
- Department of Veterinary Sciences, Comparative Perinatal Development, Faculty of Pharmaceutical, Biomedical and Veterinary Sciences, University of Antwerp, Wilrijk, Belgium
| |
Collapse
|
10
|
Meador JP. The fish early-life stage sublethal toxicity syndrome - A high-dose baseline toxicity response. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2021; 291:118201. [PMID: 34740289 DOI: 10.1016/j.envpol.2021.118201] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 08/31/2021] [Accepted: 09/17/2021] [Indexed: 06/13/2023]
Abstract
A large number of toxicity studies report abnormalities in early life-stage (ELS) fish that are described here as a sublethal toxicity syndrome (TxSnFELS) and generally include a reduced heart rate, edemas (yolk sac and cardiac), and a variety of morphological abnormalities. The TxSnFELS is very common and not diagnostic for any chemical or class of chemicals. This sublethal toxicity syndrome is mostly observed at high exposure concentrations and appears to be a baseline, non-specific toxicity response; however, it can also occur at low doses by specific action. Toxicity metrics for this syndrome generally occur at concentrations just below those causing mortality and have been reported for a large number of diverse chemicals. Predictions based on tissue concentrations or quantitative-structure activity relationship (QSAR) models support the designation of baseline toxicity for many of the tested chemicals, which is confirmed by observed values. Given the sheer number of disparate chemicals causing the TxSnFELS and correlation with QSAR derived partitioning; the only logical conclusion for these high-dose responses is baseline toxicity by nonspecific action and not a lock and key type receptor response. It is important to recognize that many chemicals can act both as baseline toxicants and specific acting toxicants likely via receptor interaction and it is not possible to predict those threshold doses from baseline toxicity. We should search out these specific low-dose responses for ecological risk assessment and not rely on high-concentration toxicity responses to guide environmental protection. The goal for toxicity assessment should not be to characterize toxic responses at baseline toxicity concentrations, but to evaluate chemicals for their most toxic potential. Additional aspects of this review evaluated the fish ELS teratogenic responses in relation to mammalian oral LD50s and explored potential key events responsible for baseline toxicity.
Collapse
Affiliation(s)
- James P Meador
- Ecotoxicology Program, Environmental and Fisheries Sciences Division, Northwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, 2725 Montlake Blvd E, Seattle, WA, 98112, USA.
| |
Collapse
|
11
|
Köktürk M, Çomaklı S, Özkaraca M, Alak G, Atamanalp M. Teratogenic and Neurotoxic Effects of n-Butanol on Zebrafish Development. JOURNAL OF AQUATIC ANIMAL HEALTH 2021; 33:94-106. [PMID: 33780052 DOI: 10.1002/aah.10123] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 12/21/2020] [Indexed: 06/12/2023]
Abstract
In recent years, n-butanol, a type of alcohol, has been widely used from the chemical industry to the food industry. In this study, toxic effects of n-butanol's different concentrations (10, 50, 250, 500, 750, 1,000, and 1,250 mg/L) in Zebrafish Danio rerio embryos and larvae were investigated. For this purpose, Zebrafish embryos were exposed to n-butanol in acute semistatic applications. Teratogenic effects such as cardiac edema, scoliosis, lordosis, head development abnormality, yolk sac edema, and tail abnormality were determined at different time intervals (24, 48, 72, 96, and 120 h). Additionally, histopathological abnormalities such as vacuole formation in brain tissue and necrosis in liver tissue were observed at high doses (500, 750, and 1,000 mg/L) in all treatment groups at 96 h. It was determined that heart rate decreased at 48, 72, and 96 h due to an increase in concentration. In addition, alcohol-induced eye size reduction (microphthalmia) and single eye formation (cyclopia) are also among the effects observed in our research findings. In conclusion, n-butanol has been observed to cause intense neurotoxic, teratogenic, and cardiotoxic effects in Zebrafish embryos and larvae.
Collapse
Affiliation(s)
- Mine Köktürk
- Department of Organic Farming, School of Applied Science, Igdır University, 76000, Igdır, Turkey
| | - Selim Çomaklı
- Department of Pathology, Faculty of Veterinary Medicine, Ataturk University, 25030, Erzurum, Turkey
| | - Mustafa Özkaraca
- Department of Pathology, Faculty of Veterinary Medicine, Cumhuriyet University, 58140, Sivas, Turkey
| | - Gonca Alak
- Department of Aquaculture, Faculty of Fisheries, Ataturk University, 25030, Erzurum, Turkey
| | - Muhammed Atamanalp
- Department of Aquaculture, Faculty of Fisheries, Ataturk University, 25030, Erzurum, Turkey
| |
Collapse
|
12
|
Narumi R, Liu S, Ikeda N, Morita O, Tasaki J. Chemical-Induced Cleft Palate Is Caused and Rescued by Pharmacological Modulation of the Canonical Wnt Signaling Pathway in a Zebrafish Model. Front Cell Dev Biol 2020; 8:592967. [PMID: 33381503 PMCID: PMC7767894 DOI: 10.3389/fcell.2020.592967] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2020] [Accepted: 11/02/2020] [Indexed: 11/13/2022] Open
Abstract
Cleft palate is one of the most frequent birth defects worldwide. It causes severe problems regarding eating and speaking and requires long-term treatment. Effective prenatal treatment would contribute to reducing the risk of cleft palate. The canonical Wnt signaling pathway is critically involved in palatogenesis, and genetic or chemical disturbance of this signaling pathway leads to cleft palate. Presently, preventative treatment for cleft palate during prenatal development has limited efficacy, but we expect that zebrafish will provide a useful high-throughput chemical screening model for effective prevention. To achieve this, the zebrafish model should recapitulate cleft palate development and its rescue by chemical modulation of the Wnt pathway. Here, we provide proof of concept for a zebrafish chemical screening model. Zebrafish embryos were treated with 12 chemical reagents known to induce cleft palate in mammals, and all 12 chemicals induced cleft palate characterized by decreased proliferation and increased apoptosis of palatal cells. The cleft phenotype was enhanced by combinatorial treatment with Wnt inhibitor and teratogens. Furthermore, the expression of tcf7 and lef1 as a readout of the pathway was decreased. Conversely, cleft palate was prevented by Wnt agonist and the cellular defects were also prevented. In conclusion, we provide evidence that chemical-induced cleft palate is caused by inhibition of the canonical Wnt pathway. Our results indicate that this zebrafish model is promising for chemical screening for prevention of cleft palate as well as modulation of the Wnt pathway as a therapeutic target.
Collapse
Affiliation(s)
- Rika Narumi
- R&D, Safety Science Research, Kao Corporation, Kawasaki, Japan
| | - Shujie Liu
- R&D, Safety Science Research, Kao Corporation, Ichikai-machi, Japan
| | - Naohiro Ikeda
- R&D, Safety Science Research, Kao Corporation, Kawasaki, Japan
| | - Osamu Morita
- R&D, Safety Science Research, Kao Corporation, Ichikai-machi, Japan
| | - Junichi Tasaki
- R&D, Safety Science Research, Kao Corporation, Kawasaki, Japan
| |
Collapse
|
13
|
Cytochrome P450 Expression and Chemical Metabolic Activity before Full Liver Development in Zebrafish. Pharmaceuticals (Basel) 2020; 13:ph13120456. [PMID: 33322603 PMCID: PMC7763843 DOI: 10.3390/ph13120456] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Revised: 12/08/2020] [Accepted: 12/10/2020] [Indexed: 12/18/2022] Open
Abstract
Zebrafish are used widely in biomedical, toxicological, and developmental research, but information on their xenobiotic metabolism is limited. Here, we characterized the expression of 14 xenobiotic cytochrome P450 (CYP) subtypes in whole embryos and larvae of zebrafish (4 to 144 h post-fertilization (hpf)) and the metabolic activities of several representative human CYP substrates. The 14 CYPs showed various changes in expression patterns during development. Many CYP transcripts abruptly increased at about 96 hpf, when the hepatic outgrowth progresses; however, the expression of some cyp1s (1b1, 1c1, 1c2, 1d1) and cyp2r1 peaked at 48 or 72 hpf, before full liver development. Whole-mount in situ hybridization revealed cyp2y3, 2r1, and 3a65 transcripts in larvae at 55 hpf after exposure to rifampicin, phenobarbital, or 2,3,7,8-tetrachlorodibenzo-p-dioxin from 30 hpf onward. Marked conversions of diclofenac to 4′-hydroxydiclofenac and 5-hydroxydiclofenac, and of caffeine to 1,7-dimethylxanthine, were detected as early as 24 or 50 hpf. The rate of metabolism to 4’-hydroxydiclofenac was more marked at 48 and 72 hpf than at 120 hpf, after the liver had become almost fully developed. These findings reveal the expression of various CYPs involved in chemical metabolism in developing zebrafish, even before full liver development.
Collapse
|
14
|
Nikam VS, Singh D, Takawale R, Ghante MR. Zebrafish: An emerging whole-organism screening tool in safety pharmacology. Indian J Pharmacol 2020; 52:505-513. [PMID: 33666192 PMCID: PMC8092182 DOI: 10.4103/ijp.ijp_482_19] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 04/14/2020] [Accepted: 01/04/2021] [Indexed: 12/18/2022] Open
Abstract
During the last two decades, the development in drug discovery is slackening due to drug withdrawal from the market or reported to have postmarket safety events. The vital organ toxicities, especially cardiotoxicity, hepatotoxicity, pulmonary toxicity, and neurotoxicity are the major concerns for high drug attrition rates. The pharmaceutical industry is looking for high throughput, high content analysis based novel assays that would be fast, efficient, reproducible, and cost-effective; would address toxicity, the safety of lead molecules, and complement currently used cell-based assays in preclinical testing. The use of zebrafish, a vertebrate screening model, for preclinical testing is increasing owing to the number of advantages and striking similarities with the mammal. The zebrafish embryo development is fast and all vital organs such as the heart, liver, brain, pancreas, and kidneys in zebrafish are functional within 96-120hpf. The maintenance cost of zebrafish is reasonably low as compared to mammalian systems. Due to these features, zebrafish has arisen as a potential experimental screening model in lead identification and validation in the drug efficacy, toxicity, and safety evaluation. Numbers of drugs and chemicals are screened using zebrafish embryos, and results were found to show 100% concordance with mammalian screening data. The application of zebrafish, being a whole-organism screening model, would show a significant reduction in the cost and time required in the drug development process. The present challenge includes complete automation of the zebrafish screening model, i.e., from sorting, imaging of embryos to data analysis to accelerate the therapeutic target identification, and validation process.
Collapse
Affiliation(s)
- Vandana S. Nikam
- Department of Pharmacology, Sinhgad Technical Education Society's Smt. Kashibai Navale College of Pharmacy, Savitribai Phule Pune University, Pune, Maharashtra, India
| | - Deeksha Singh
- Department of Pharmacology, Sinhgad Technical Education Society's Smt. Kashibai Navale College of Pharmacy, Savitribai Phule Pune University, Pune, Maharashtra, India
| | - Rohan Takawale
- Department of Pharmacology, Sinhgad Technical Education Society's Smt. Kashibai Navale College of Pharmacy, Savitribai Phule Pune University, Pune, Maharashtra, India
| | - Minal R. Ghante
- Department of Pharmacology, Sinhgad Technical Education Society's Smt. Kashibai Navale College of Pharmacy, Savitribai Phule Pune University, Pune, Maharashtra, India
| |
Collapse
|
15
|
Brotzmann K, Wolterbeek A, Kroese D, Braunbeck T. Neurotoxic effects in zebrafish embryos by valproic acid and nine of its analogues: the fish-mouse connection? Arch Toxicol 2020; 95:641-657. [PMID: 33111190 PMCID: PMC7870776 DOI: 10.1007/s00204-020-02928-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 10/05/2020] [Indexed: 01/26/2023]
Abstract
Since teratogenicity testing in mammals is a particular challenge from an animal welfare perspective, there is a great need for the development of alternative test systems. In this context, the zebrafish (Danio rerio) embryo has received increasing attention as a non-protected embryonic vertebrate in vivo model. The predictive power of zebrafish embryos for general vertebrate teratogenicity strongly depends on the correlation between fish and mammals with respect to both overall general toxicity and more specific endpoints indicative of certain modes-of-action. The present study was designed to analyze the correlation between (1) effects of valproic acid and nine of its analogues in zebrafish embryos and (2) their known neurodevelopmental effects in mice. To this end, zebrafish embryos exposed for 120 h in an extended version of the acute fish embryo toxicity test (FET; OECD TG 236) were analyzed with respect to an extended list of sublethal endpoints. Particular care was given to endpoints putatively related to neurodevelopmental toxicity, namely jitter/tremor, deformation of sensory organs (eyes) and craniofacial deformation, which might correlate to neural tube defects caused by valproic acid in mammals. A standard evaluation of lethal (LC according to OECD TG 236) and sublethal toxicity (EC) merely indicated that four out of ten compounds tested in zebrafish correlate with positive results in mouse in vivo studies. A detailed assessment of more specific effects, however, namely, jitter/tremor, small eyes and craniofacial deformation, resulted in a correspondence of 75% with in vivo mouse data. A refinement of endpoint analysis from an integration of all observations into one LCx or ECx data (as foreseen by current ecotoxicology-driven OECD guidelines) to a differential evaluation of endpoints specific of selected modes-of-action thus increases significantly the predictive power of the zebrafish embryo model for mammalian teratogenicity. However, for some of the endpoints observed, e.g., scoliosis, lordosis, pectoral fin deformation and lack of movement, further experiments are required for the identification of underlying modes-of-action and an unambiguous interpretation of their predictive power for mammalian toxicity.
Collapse
Affiliation(s)
- Katharina Brotzmann
- Aquatic Ecology and Toxicology Group, Centre for Organismal Studies, University of Heidelberg, Im Neuenheimer Feld 504, 69120, Heidelberg, Germany.
| | - André Wolterbeek
- TNO Healthy Living Unit, Department of Risk Analysis for Products in Development, The Netherlands Organization for Applied Scientific Research, Princetonlaan 6, 3584 CB, Utrecht, The Netherlands
| | - Dinant Kroese
- TNO Healthy Living Unit, Department of Risk Analysis for Products in Development, The Netherlands Organization for Applied Scientific Research, Princetonlaan 6, 3584 CB, Utrecht, The Netherlands
| | - Thomas Braunbeck
- Aquatic Ecology and Toxicology Group, Centre for Organismal Studies, University of Heidelberg, Im Neuenheimer Feld 504, 69120, Heidelberg, Germany.
| |
Collapse
|
16
|
Miyawaki I. Application of zebrafish to safety evaluation in drug discovery. J Toxicol Pathol 2020; 33:197-210. [PMID: 33239838 PMCID: PMC7677624 DOI: 10.1293/tox.2020-0021] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 06/30/2020] [Indexed: 12/13/2022] Open
Abstract
Traditionally, safety evaluation at the early stage of drug discovery research has been done using in silico, in vitro, and in vivo systems in this order because of limitations on the amount of compounds available and the throughput ability of the assay systems. While these in vitro assays are very effective tools for detecting particular tissue-specific toxicity phenotypes, it is difficult to detect toxicity based on complex mechanisms involving multiple organs and tissues. Therefore, the development of novel high throughput in vivo evaluation systems has been expected for a long time. The zebrafish (Danio rerio) is a vertebrate with many attractive characteristics for use in drug discovery, such as a small size, transparency, gene and protein similarity with mammals (80% or more), and ease of genetic modification to establish human disease models. Actually, in recent years, the zebrafish has attracted interest as a novel experimental animal. In this article, the author summarized the features of zebrafish that make it a suitable laboratory animal, and introduced and discussed the applications of zebrafish to preclinical toxicity testing, including evaluations of teratogenicity, hepatotoxicity, and nephrotoxicity based on morphological findings, evaluation of cardiotoxicity using functional endpoints, and assessment of seizure and drug abuse liability.
Collapse
Affiliation(s)
- Izuru Miyawaki
- Preclinical Research Laboratories, Sumitomo Dainippon Pharma
Co., Ltd., 3-1-98 Kasugade-naka, Konohana-ku, Osaka 554-0022, Japan
| |
Collapse
|
17
|
Jarque S, Rubio-Brotons M, Ibarra J, Ordoñez V, Dyballa S, Miñana R, Terriente J. Morphometric analysis of developing zebrafish embryos allows predicting teratogenicity modes of action in higher vertebrates. Reprod Toxicol 2020; 96:337-348. [PMID: 32822784 DOI: 10.1016/j.reprotox.2020.08.004] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 08/03/2020] [Accepted: 08/07/2020] [Indexed: 12/22/2022]
Abstract
The early identification of teratogens in humans and animals is mandatory for drug discovery and development. Zebrafish has emerged as an alternative model to traditional preclinical models for predicting teratogenicity and other potential chemical-induced toxicity hazards. To prove its predictivity, we exposed zebrafish embryos from 0 to 96 h post fertilization to a battery of 31 compounds classified as teratogens or non-teratogens in mammals. The teratogenicity score was based on the measurement of 16 phenotypical parameters, namely heart edema, pigmentation, body length, eye size, yolk size, yolk sac edema, otic vesicle defects, otoliths defects, body axis defects, developmental delay, tail bending, scoliosis, lateral fins absence, hatching ratio, lower jaw malformations and tissue necrosis. Among the 31 compounds, 20 were detected as teratogens and 11 as non-teratogens, resulting in 94.44 % sensitivity, 90.91 % specificity and 87.10 % accuracy compared to rodents. These percentages decreased slightly when referred to humans, with 87.50 % sensitivity, 81.82 % specificity and 74.19 % accuracy, but allowed an increase in the prediction levels reported by rodents for the same compounds. Positive compounds showed a high correlation among teratogenic parameters, pointing out at general developmental delay as major cause to explain the physiological/morphological malformations. A more detailed analysis based on deviations from main trends revealed potential specific modes of action for some compounds such as retinoic acid, DEAB, ochratoxin A, haloperidol, warfarin, valproic acid, acetaminophen, dasatinib, imatinib, dexamethasone, 6-aminonicotinamide and bisphenol A. The high degree of predictivity and the possibility of applying mechanistic approaches makes zebrafish a powerful model for screening teratogenicity.
Collapse
Affiliation(s)
- Sergio Jarque
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain.
| | - Maria Rubio-Brotons
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain
| | - Jone Ibarra
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain
| | - Víctor Ordoñez
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain
| | - Sylvia Dyballa
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain
| | - Rafael Miñana
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain
| | - Javier Terriente
- ZeClinics SL, Carretera de Can Ruti, Camí de les Escoles, s/n, Edificio IGTP Muntanya, Badalona, 08916 Barcelona, Spain.
| |
Collapse
|
18
|
Liu S, Narumi R, Ikeda N, Morita O, Tasaki J. Chemical-induced craniofacial anomalies caused by disruption of neural crest cell development in a zebrafish model. Dev Dyn 2020; 249:794-815. [PMID: 32314458 PMCID: PMC7384000 DOI: 10.1002/dvdy.179] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Revised: 04/12/2020] [Accepted: 04/13/2020] [Indexed: 12/11/2022] Open
Abstract
Background Craniofacial anomalies are among the most frequent birth defects worldwide, and are thought to be caused by gene‐environment interactions. Genetically manipulated zebrafish simulate human diseases and provide great advantages for investigating the etiology and pathology of craniofacial anomalies. Although substantial advances have been made in understanding genetic factors causing craniofacial disorders, limited information about the etiology by which environmental factors, such as teratogens, induce craniofacial anomalies is available in zebrafish. Results Zebrafish embryos displayed craniofacial malformations after teratogen treatments. Further observations revealed characteristic disruption of chondrocyte number, shape and stacking. These findings suggested aberrant development of cranial neural crest (CNC) cells, which was confirmed by gene expression analysis of the CNC. Notably, these observations suggested conserved etiological pathways between zebrafish and mammals including human. Furthermore, several of these chemicals caused malformations of the eyes, otic vesicle, and/or heart, representing a phenocopy of neurocristopathy, and these chemicals altered the expression levels of the responsible genes. Conclusions Our results demonstrate that chemical‐induced craniofacial malformation is caused by aberrant development of neural crest. This study indicates that zebrafish provide a platform for investigating contributions of environmental factors as causative agents of craniofacial anomalies and neurocristopathy.
Collapse
Affiliation(s)
- Shujie Liu
- R&D, Safety Science Research, Kao Corporation, Tochigi, Japan
| | - Rika Narumi
- R&D, Safety Science Research, Kao Corporation, Tochigi, Japan
| | - Naohiro Ikeda
- R&D, Safety Science Research, Kao Corporation, Tochigi, Japan
| | - Osamu Morita
- R&D, Safety Science Research, Kao Corporation, Tochigi, Japan
| | - Junichi Tasaki
- R&D, Safety Science Research, Kao Corporation, Tochigi, Japan
| |
Collapse
|
19
|
Cassar S, Adatto I, Freeman JL, Gamse JT, Iturria I, Lawrence C, Muriana A, Peterson RT, Van Cruchten S, Zon LI. Use of Zebrafish in Drug Discovery Toxicology. Chem Res Toxicol 2019; 33:95-118. [PMID: 31625720 DOI: 10.1021/acs.chemrestox.9b00335] [Citation(s) in RCA: 338] [Impact Index Per Article: 56.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Unpredicted human safety events in clinical trials for new drugs are costly in terms of human health and money. The drug discovery industry attempts to minimize those events with diligent preclinical safety testing. Current standard practices are good at preventing toxic compounds from being tested in the clinic; however, false negative preclinical toxicity results are still a reality. Continual improvement must be pursued in the preclinical realm. Higher-quality therapies can be brought forward with more information about potential toxicities and associated mechanisms. The zebrafish model is a bridge between in vitro assays and mammalian in vivo studies. This model is powerful in its breadth of application and tractability for research. In the past two decades, our understanding of disease biology and drug toxicity has grown significantly owing to thousands of studies on this tiny vertebrate. This Review summarizes challenges and strengths of the model, discusses the 3Rs value that it can deliver, highlights translatable and untranslatable biology, and brings together reports from recent studies with zebrafish focusing on new drug discovery toxicology.
Collapse
Affiliation(s)
- Steven Cassar
- Preclinical Safety , AbbVie , North Chicago , Illinois 60064 , United States
| | - Isaac Adatto
- Stem Cell and Regenerative Biology , Harvard University , Cambridge , Massachusetts 02138 , United States
| | - Jennifer L Freeman
- School of Health Sciences , Purdue University , West Lafayette , Indiana 47907 , United States
| | - Joshua T Gamse
- Drug Safety Evaluation , Bristol-Myers Squibb , New Brunswick , New Jersey 08901 , United States
| | | | - Christian Lawrence
- Aquatic Resources Program , Boston Children's Hospital , Boston , Massachusetts 02115 , United States
| | | | - Randall T Peterson
- Pharmacology and Toxicology, College of Pharmacy , University of Utah , Salt Lake City , Utah 84112 , United States
| | | | - Leonard I Zon
- Stem Cell Program and Division of Hematology/Oncology, Children's Hospital and Dana Farber Cancer Institute, Howard Hughes Medical Institute, Harvard Medical School, Harvard Stem Cell Institute, Stem Cell and Regenerative Biology Department , Harvard University , Boston , Massachusetts 02138 , United States
| |
Collapse
|
20
|
Combined transcriptomic and proteomic analysis reveals a diversity of venom-related and toxin-like peptides expressed in the mat anemone Zoanthus natalensis (Cnidaria, Hexacorallia). Arch Toxicol 2019; 93:1745-1767. [PMID: 31203412 DOI: 10.1007/s00204-019-02456-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 04/09/2019] [Indexed: 12/12/2022]
Abstract
Venoms from marine animals have been recognized as a new emerging source of peptide-based therapeutics. Several peptide toxins from sea anemone have been investigated as therapeutic leads or pharmacological tools. Venom complexity should be further highlighted using combined strategies of large-scale sequencing and data analysis which integrated transcriptomics and proteomics to elucidate new proteins or peptides to be compared among species. In this work, transcriptomic and proteomic analyses were combined to identify six groups of expressed peptide toxins in Zoanthus natalensis. These include neurotoxin, hemostatic and hemorrhagic toxin, protease inhibitor, mixed function enzymes, venom auxiliary proteins, allergen peptides, and peptides related to the innate immunity. Molecular docking analysis indicated that one expressed Zoanthus Kunitz-like peptide, ZoaKuz1, could be a voltage-gated potassium channels blocker and, hence, it was selected for functional studies. Functional bioassays revealed that ZoaKuz1 has an intrinsic neuroprotective activity in zebrafish model of Parkinson's disease. Since pharmacological blockade of KV channels is known to induce neuroprotective effects, ZoaKuz1 holds the potential to be developed in a therapeutic tool to control neural dysfunction by slowing or even halting neurodegeneration mediated by ion-channel hyperactivity.
Collapse
|
21
|
3H-Imidazo[4,5-b]pyridine-6-carboxylic acid derivatives as rexinoids with reduced teratogenicity. Bioorg Med Chem Lett 2019; 29:1891-1894. [PMID: 31160175 DOI: 10.1016/j.bmcl.2019.05.050] [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: 05/08/2019] [Revised: 05/24/2019] [Accepted: 05/27/2019] [Indexed: 01/08/2023]
Abstract
Several retinoid X receptor (RXR) ligands (rexinoids), such as bexarotene (1), exhibit teratogenicity, which is a serious impediment to their clinical application. We considered that rexinoids with a lower level of maximal RXR transcription activation (i.e., partial agonists) and lower lipid solubility might show weaker adverse side effects. Based on this idea, we modified our previously reported pentamethyltetralin-type RXR partial agonists 5 and 6 to reduce their lipophilicity. Here, we report a new RXR partial agonist, 3-(3,5,5,8,8-pentamethyl-5,6,7,8-tetrahydronaphthalen-2-yl)-2-(trifluoromethyl)-3H-imidazo[4,5-b]pyridine-6-carboxylic acid (8, CATF-PMN), which showed greatly reduced teratogenicity in zebrafish embryos.
Collapse
|
22
|
Genest D, Puybareau E, Léonard M, Cousty J, De Crozé N, Talbot H. High throughput automated detection of axial malformations in Medaka embryo. Comput Biol Med 2019; 105:157-168. [PMID: 30654166 DOI: 10.1016/j.compbiomed.2018.12.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2018] [Revised: 12/18/2018] [Accepted: 12/29/2018] [Indexed: 11/18/2022]
Abstract
Fish embryo models are widely used as screening tools to assess the efficacy and/or toxicity of chemicals. This assessment involves the analysis of embryo morphological abnormalities. In this article, we propose a multi-scale pipeline to allow automated classification of fish embryos (Medaka: Oryzias latipes) based on the presence or absence of spine malformations. The proposed pipeline relies on the acquisition of fish embryo 2D images, on feature extraction based on mathematical morphology operators and on machine learning classification. After image acquisition, segmentation tools are used to detect the embryo before analysing several morphological features. An approach based on machine learning is then applied to these features to automatically classify embryos according to the presence of axial malformations. We built and validated our learning model on 1459 images with a 10-fold cross-validation by comparison with the gold standard of 3D observations performed under a microscope by a trained operator. Our pipeline results in correct classification in 85% of the cases included in the database. This percentage is similar to the percentage of success of a trained human operator working on 2D images. The key benefit of our approach is the low computational cost of our image analysis pipeline, which guarantees optimal throughput analysis.
Collapse
Affiliation(s)
- Diane Genest
- Université Paris-Est, LIGM (UMR 8049), CNRS, ENPC, ESIEE, UPEM, 2 Boulevard Blaise Pascal, 93162, Noisy-le Grand, France; L'OREAL Research & Innovation, 1 avenue Eugène Schueller, 93600, Aulnay sous Bois, France.
| | - Elodie Puybareau
- Université Paris-Est, LIGM (UMR 8049), CNRS, ENPC, ESIEE, UPEM, 2 Boulevard Blaise Pascal, 93162, Noisy-le Grand, France; EPITA Research and Development Laboratory (LRDE), 14-16 rue Voltaire, 94270, Le Kremlin-Bicêtre, France.
| | - Marc Léonard
- L'OREAL Research & Innovation, 1 avenue Eugène Schueller, 93600, Aulnay sous Bois, France
| | - Jean Cousty
- Université Paris-Est, LIGM (UMR 8049), CNRS, ENPC, ESIEE, UPEM, 2 Boulevard Blaise Pascal, 93162, Noisy-le Grand, France
| | - Noémie De Crozé
- L'OREAL Research & Innovation, 1 avenue Eugène Schueller, 93600, Aulnay sous Bois, France
| | - Hugues Talbot
- Université Paris-Est, LIGM (UMR 8049), CNRS, ENPC, ESIEE, UPEM, 2 Boulevard Blaise Pascal, 93162, Noisy-le Grand, France
| |
Collapse
|
23
|
Yamashita A, Deguchi J, Honda Y, Yamada T, Miyawaki I, Nishimura Y, Tanaka T. Increased susceptibility to oxidative stress-induced toxicological evaluation by genetically modified nrf2a-deficient zebrafish. J Pharmacol Toxicol Methods 2018; 96:34-45. [PMID: 30594530 DOI: 10.1016/j.vascn.2018.12.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2018] [Revised: 10/10/2018] [Accepted: 12/26/2018] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Oxidative stress plays an important role in drug-induced toxicity. Oxidative stress-mediated toxicities can be detected using conventional animal models but their sensitivity is insufficient, and novel models to improve susceptibility to oxidative stress have been researched. In recent years, gene targeting methods in zebrafish have been developed, making it possible to generate homozygous null mutants. In this study, we established zebrafish deficient in the nuclear factor erythroid 2-related factor 2a (nrf2a), a key antioxidant-responsive gene, and its potential to detect oxidative stress-mediated toxicity was examined. METHODS Nrf2a-deficient zebrafish were generated using the clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated 9 technique. The loss of nrf2a function was confirmed by the tolerability to hydrogen peroxide and hydrogen peroxide-induced gene expression profiles being related to antioxidant response element (ARE)-dependent signaling. Subsequently, vulnerability of nrf2a-deficient zebrafish to acetaminophen (APAP)- or doxorubicin (DOX)-induced toxicity was investigated. RESULTS Nrf2a-deficient zebrafish showed higher mortality than wild type accompanied by less induction of ARE-dependent genes with hydrogen peroxide treatment. Subsequently, this model showed increased severity and incidence of APAP-induced hepatotoxicity or DOX-induced cardiotoxicity than wild type. DISCUSSION Our results demonstrated that anti-oxidative response might not fully function in this model, and resulted in higher sensitivity to drug-induced oxidative stress. Our data support the usefulness of nrf2a-deficient model as a tool for evaluation of oxidative stress-related toxicity in drug discovery research.
Collapse
Affiliation(s)
- Akihito Yamashita
- Department of Systems Pharmacology, Mie University Graduate School of Medicine, Mie, Japan; Preclinical Research Unit, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan.
| | - Jiro Deguchi
- Preclinical Research Unit, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan
| | - Yayoi Honda
- Preclinical Research Unit, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan
| | - Toru Yamada
- Preclinical Research Unit, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan
| | - Izuru Miyawaki
- Preclinical Research Unit, Sumitomo Dainippon Pharma Co., Ltd., Osaka, Japan
| | - Yuhei Nishimura
- Department of Integrative Pharmacology, Mie University Graduate School of Medicine, Mie, Japan
| | - Toshio Tanaka
- Department of Systems Pharmacology, Mie University Graduate School of Medicine, Mie, Japan; Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Mie, Japan; Mie University Medical Zebrafish Research Center, Mie, Japan; Department of Bioinformatics, Mie University Life Science Research Center, Mie, Japan; Department of Omics Medicine, Mie University Industrial Technology Innovation Institute, Mie, Japan
| |
Collapse
|
24
|
Morgalev YN, Gosteva IA, Morgaleva TG, Morgalev SY, Kostenko EV, Kudryavtsev BA. Parameters of Embryogenesis in Zebrafish Danio rerio as Indicators of the Ecological Toxicity of Zinc Oxide Nanoparticles. ACTA ACUST UNITED AC 2018. [DOI: 10.1134/s1995078018030114] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
25
|
Watanabe R, Nakanishi Y, Nijoukubo D, Teraoka H, Ogasawara H, Mori K. Usefulness of zebrafish in evaluating drug-induced teratogenicity in cardiovascular system. Drug Chem Toxicol 2018; 42:649-656. [PMID: 30025483 DOI: 10.1080/01480545.2018.1485686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
To confirm the usefulness of zebrafish for evaluating the teratogenic potential of drug candidates, the effect of O-ethylhydroxylamine hydrochloride (OHY), which induces mutagenesis by methylation, was evaluated in teratogenicity studies in rats and zebrafish. In the rat teratogenicity study, OHY-induced cardiovascular malformations such as increased abnormal vascular structures and ventricular septal defects. In the teratogenicity study using zebrafish-injected microspheres and green fluorescent protein-expressing Tg zebrafish (flk1:EGFP), OHY exposure was associated with the loss or malformation of the mandibular arch, opercular artery, and fourth branchial arch. These results suggested that OHY-induced external malformations in zebrafish eleutheroembryos adequately reflect OHY's teratogenicity in rat fetuses. Moreover, the zebrafish teratogenicity study incorporating vascular morphological examinations, including those of blood vessels in the heart, head and trunk, is an easy and reliable screening method to detect potential drug-induced teratogenicity and phenotypic characteristics.
Collapse
Affiliation(s)
- Ryo Watanabe
- Medicinal Safety Research Laboratories, Daiichi Sankyo Co., Ltd, Edogawa-ku, Tokyo, Japan.,Drug Discovery Technology Function, Asubio Pharma Co., Ltd, Chuo-ku Kobe, Japan
| | - Yuki Nakanishi
- Drug Discovery Technology Function, Asubio Pharma Co., Ltd, Chuo-ku Kobe, Japan
| | - Daisuke Nijoukubo
- School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, Japan
| | - Hiroki Teraoka
- School of Veterinary Medicine, Rakuno Gakuen University, Ebetsu, Hokkaido, Japan
| | - Hiroyuki Ogasawara
- Drug Discovery Technology Function, Asubio Pharma Co., Ltd, Chuo-ku Kobe, Japan
| | - Kazuhiko Mori
- Medicinal Safety Research Laboratories, Daiichi Sankyo Co., Ltd, Edogawa-ku, Tokyo, Japan
| |
Collapse
|
26
|
Miyazaki H, Yoshiyama Y. [Technological development of alternative method to animal experiments in Japan]. Nihon Yakurigaku Zasshi 2018; 151:48-51. [PMID: 29415924 DOI: 10.1254/fpj.151.48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The alternative method to animal experiments is based on 3Rs (Replacement, Reduction, Refinement) of animal experiments. The use of an alternative method to animal experiment has become a global trend in chemical substances, pharmaceuticals, medical equipment, agrochemicals, as well as cosmetics for which animal testing within the EU area was prohibited by the EU directive. Here, the progress of alternative method research to animal experiment in Japan, and recent topics on the development of "replacement" in cell culture, non mammalian, non vertebrates and in silico as technical aspects are described.
Collapse
Affiliation(s)
| | - Yuji Yoshiyama
- Division of Community Pharmacy, Center for Clinical Pharmacy and Clinical Sciences, Kitasato University School of Pharmacy
| |
Collapse
|
27
|
Nawaji T, Mizoguchi N, Ono M, Matuura T, Seki M, Teraoka H. Comparing time-series of chemical concentrations in zebrafish ( Danio rerio) embryos/larvae exposed to teratogens with different hydrophobicity; caffeine, sodium valproate, and diethylstilbestrol. J Toxicol Sci 2018; 43:267-273. [DOI: 10.2131/jts.43.267] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Affiliation(s)
- Tasuku Nawaji
- Chemicals Evaluation and Research Institute, Japan, Kurume
| | | | - Mika Ono
- Chemicals Evaluation and Research Institute, Japan, Kurume
| | | | - Masanori Seki
- Chemicals Evaluation and Research Institute, Japan, Kurume
| | | |
Collapse
|
28
|
Kobayashi K, Suzuki N, Higashi K, Muroi A, Le Coz F, Nagahori H, Saito K. Editor's Highlight: Development of Novel Neural Embryonic Stem CellTests for High-Throughput Screening of Embryotoxic Chemicals. Toxicol Sci 2017; 159:238-250. [PMID: 28903496 DOI: 10.1093/toxsci/kfx130] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
There is a great demand for appropriate alternative methods to rapidly evaluate the developmental and reproductive toxicity of a wide variety of chemicals. We used the differentiation of mouse embryonic stem cells (mESCs) into cardiomyocytes as a basis for establishing a rapid and highly reproducible invitro embryotoxicity test known as the Hand1-Luc Embryonic Stem Cell Test (Hand1-Luc EST). In this study, we developed novel neural-Luc ESTs using two marker genes for neural development, tubulin beta-3 (Tubb3) and Reelin (Reln), and evaluated the capacity of these tests to predict developmental toxicity. In addition, we tested whether an integrated approach (a combination of neural-Luc ESTs and the Hand1-Luc EST) improved developmental toxicant detection. To perform our neural-Luc ESTs, we needed to generate stable transgenic mESCs with individual promoters linked to the luciferase gene, and to establish that similar changes in promoter activities and mRNA expression levels occur during neural differentiation. Based on the concentration-response curves of 15 developmental toxicants and 17 non-developmental toxic chemicals, we derived a prediction formula and assessed the capacity of this formula to predict developmental toxicity. Although both were highly sensitive and specific for predicting developmental toxicity, neural-Luc ESTs had similar predictive capacities. In contrast, neural-Luc ESTs and Hand1-Luc EST had significantly different predictive powers. As expected, the combination of these ESTs increased the sensitivity of developmental toxicant detection. These results demonstrate the convenience and the usefulness of this combination of ESTs as an alternative assay system for future toxicological and mechanistic studies of developmental toxicity.
Collapse
Affiliation(s)
- Kumiko Kobayashi
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| | - Noriyuki Suzuki
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| | - Kiyoshi Higashi
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| | - Akane Muroi
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| | - Florian Le Coz
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| | - Hirohisa Nagahori
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| | - Koichi Saito
- Environmental Health Science Laboratory, Sumitomo Chemical Co., Ltd, Osaka 554-8558, Japan
| |
Collapse
|
29
|
Brannen KC, Chapin RE, Jacobs AC, Green ML. Alternative Models of Developmental and Reproductive Toxicity in Pharmaceutical Risk Assessment and the 3Rs. ILAR J 2017; 57:144-156. [DOI: 10.1093/ilar/ilw026] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2016] [Revised: 01/01/2016] [Accepted: 01/01/2016] [Indexed: 01/21/2023] Open
|
30
|
Zhang C, Ball J, Panzica-Kelly J, Augustine-Rauch K. In Vitro Developmental Toxicology Screens: A Report on the Progress of the Methodology and Future Applications. Chem Res Toxicol 2016; 29:534-44. [DOI: 10.1021/acs.chemrestox.5b00458] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Cindy Zhang
- Discovery
Toxicology, Bristol Myers Squibb, Pennington, New Jersey 08534, United States
| | - Jonathan Ball
- College
of Life and Environmental Sciences, University of Exeter, Exeter EX4 4PS, United Kingdom
| | - Julie Panzica-Kelly
- Discovery
Toxicology, Bristol Myers Squibb, Pennington, New Jersey 08534, United States
| | - Karen Augustine-Rauch
- Discovery
Toxicology, Bristol Myers Squibb, Pennington, New Jersey 08534, United States
| |
Collapse
|
31
|
Nishimura Y, Inoue A, Sasagawa S, Koiwa J, Kawaguchi K, Kawase R, Maruyama T, Kim S, Tanaka T. Using zebrafish in systems toxicology for developmental toxicity testing. Congenit Anom (Kyoto) 2016; 56:18-27. [PMID: 26537640 DOI: 10.1111/cga.12142] [Citation(s) in RCA: 153] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 10/27/2015] [Indexed: 12/20/2022]
Abstract
With the high cost and the long-term assessment of developmental toxicity testing in mammals, the vertebrate zebrafish has become a useful alternative model organism for high-throughput developmental toxicity testing. Zebrafish is also very favorable for the 3R perspective in toxicology; however, the methodologies used by research groups vary greatly, posing considerable challenges to integrative analysis. In this review, we discuss zebrafish developmental toxicity testing, focusing on the methods of chemical exposure, the assessment of morphological abnormalities, housing conditions and their effects on the production of healthy embryos, and future directions. Zebrafish as a systems toxicology model has the potential to elucidate developmental toxicity pathways, and to provide a sound basis for human health risk assessments.
Collapse
Affiliation(s)
- Yuhei Nishimura
- Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Tsu, Mie.,Mie University Medical Zebrafish Research Center, Tsu, Mie.,Department of Systems Pharmacology, Mie University Graduate School of Medicine, Tsu, Mie.,Department of Omics Medicine, Mie University Industrial Technology Innovation Institute, Tsu, Mie.,Department of Bioinformatics, Mie University Life Science Research Center, Tsu, Mie
| | | | - Shota Sasagawa
- Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Tsu, Mie
| | - Junko Koiwa
- Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Tsu, Mie
| | - Koki Kawaguchi
- Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Tsu, Mie
| | - Reiko Kawase
- Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Tsu, Mie
| | | | - Soonih Kim
- Ono Pharmaceutical Co, Ltd, Osaka, Japan
| | - Toshio Tanaka
- Department of Molecular and Cellular Pharmacology, Pharmacogenomics and Pharmacoinformatics, Mie University Graduate School of Medicine, Tsu, Mie.,Mie University Medical Zebrafish Research Center, Tsu, Mie.,Department of Systems Pharmacology, Mie University Graduate School of Medicine, Tsu, Mie.,Department of Omics Medicine, Mie University Industrial Technology Innovation Institute, Tsu, Mie.,Department of Bioinformatics, Mie University Life Science Research Center, Tsu, Mie
| |
Collapse
|