1
|
Molino C, Lacchetti I, Cristiano W, di Domenico K, Carere M, Angeletti D. Zebrafish Embryo Model as a Tool for Ecotoxicological Studies in Central Italy's Transitional Waters. ENVIRONMENTAL MANAGEMENT 2025; 75:1602-1614. [PMID: 40285848 DOI: 10.1007/s00267-025-02178-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2025] [Accepted: 04/17/2025] [Indexed: 04/29/2025]
Abstract
Thousands of chemical pollutants are commonly widespread in European water bodies. The Water Framework Directive obliges the European Member States to monitor and assess waterbodies quality to minimize the adverse effects of such pollution on ecosystems and human health. In this context, Effect-based methods represent key tools for investigating the potential impacts of water pollution on ecosystems as they provide essential information on different chemical modes of action and their related effects on living organisms. In this study, we used the Fish Embryo Acute Toxicity test with the zebrafish model to analyze transitional and artificial waterbodies of the Tyrrhenian coastal area in Central Italy. Five samples were collected in a highly populated coastal area in two different periods of the year. Both lethal and sublethal effects across 96 hours of exposure post-fertilization were assessed. All the samples showed high acute toxicity within 96 hours of exposure, leading to increased mortality rates (>30%) and sublethal effects on embryos. Overall, different sublethal endpoints were observed such as spine deformation, unhatched embryos, depigmentation, and pericardial oedema. Comparing the sampling campaigns, a significant difference between mortality rates was detected for two samples, potentially indicating the influence of seasonality in the chemical fingerprinting. The use of the zebrafish model has confirmed to be a very sensitive tool in environmental monitoring closely linked with human health. Our findings might be further investigated to better understand the potential risks for the environment and human health within the study area.
Collapse
Affiliation(s)
- Chiara Molino
- Department of Ecological and Biological Sciences, Ichthyogenic Experimental Marine Center (CISMAR), University of Tuscia, Borgo Le Saline, 01016, Tarquinia, VT, Italy.
- Stazione Zoologica Anton Dohrn - CRIMAC, Calabria Marine Centre, Department of Integrative Marine Ecology, C.da Torre Spaccata, 87071, Amendolara, CS, Italy.
| | - Ines Lacchetti
- Unit of Ecosystems and Health, Department of Environment and Health, Italian National Institute of Health (ISS), 00161, Rome, Italy
| | - Walter Cristiano
- Unit of Ecosystems and Health, Department of Environment and Health, Italian National Institute of Health (ISS), 00161, Rome, Italy
| | - Kevin di Domenico
- Unit of Ecosystems and Health, Department of Environment and Health, Italian National Institute of Health (ISS), 00161, Rome, Italy
| | - Mario Carere
- Unit of Ecosystems and Health, Department of Environment and Health, Italian National Institute of Health (ISS), 00161, Rome, Italy
| | - Dario Angeletti
- Department of Ecological and Biological Sciences, Ichthyogenic Experimental Marine Center (CISMAR), University of Tuscia, Borgo Le Saline, 01016, Tarquinia, VT, Italy
| |
Collapse
|
2
|
Małkowska A, Szymański Ł, Nowakowska J, Kaczorek D, Nosal-Wiercińska A, Kawęcki R, Grudzinski IP, Nowicka AM. New insight into teratogenic effects of (S)-thalidomide in zebrafish embryos growing inside the chorion and subjected to electric pulses. Sci Rep 2025; 15:17052. [PMID: 40379672 DOI: 10.1038/s41598-025-00641-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Accepted: 04/29/2025] [Indexed: 05/19/2025] Open
Abstract
Studies of (S)-thalidomide were conducted on zebrafish embryos subjected to electroporation processes using a square wave pulse generator. The results showed that the electroporation increases the absorption of (S)-thalidomide through the chorion into the growing embryos, which was confirmed by increased thalidomide levels in the embryo bodies at different hours post-treatments using differential pulse voltammetry and controlled-growth mercury drop electrode techniques. (S)-thalidomide administered by electroporation produced structural body deformations in zebrafish embryos as showed by scanning electron microscopy studies. Detailed transmission electron microscopy analysis evidenced multiple deposits of the outer layer and translucencies in the chorion structure, which was also pronounced on the mitochondrial membranes. The results confirmed the spontaneous conversion of the (S)-thalidomide enantiomer to the (R)-enantiomer in embryos exposed to the (S)-thalidomide only and subjected to electroporation pulses. The electroporation was found as a promising method to increase the uptake of (S)-thalidomide in the developmental studies on early zebrafish embryos growing in the chorion.
Collapse
Affiliation(s)
- Anna Małkowska
- Department of Toxicology and Food Science, Faculty of Pharmacy, Medical University of Warsaw, Banacha 1 Str., Warsaw, 02-097, Poland
| | - Łukasz Szymański
- University of Warsaw, Faculty of Chemistry, Pasteura 1 Str., Warsaw, 02-093, Poland
| | - Julita Nowakowska
- University of Warsaw, Faculty of Biology, Miecznikowa 1 Str., Warsaw, 02-096, Poland
| | - Dorota Kaczorek
- University of Siedlce, Faculty of Natural Science, 3 Maja 54 Str., Siedlce, 08-110, Poland
| | - Agnieszka Nosal-Wiercińska
- Maria Curie-Sklodowska University in Lubin, Institute of Chemical Sciences, Departament of Analytical Chemistry, Maria Curie-Sklodowska 3 Str., Lublin, 20-031, Poland
| | - Robert Kawęcki
- University of Siedlce, Faculty of Natural Science, 3 Maja 54 Str., Siedlce, 08-110, Poland
| | - Ireneusz P Grudzinski
- Department of Toxicology and Food Science, Faculty of Pharmacy, Medical University of Warsaw, Banacha 1 Str., Warsaw, 02-097, Poland.
| | - Anna M Nowicka
- University of Warsaw, Faculty of Chemistry, Pasteura 1 Str., Warsaw, 02-093, Poland.
| |
Collapse
|
3
|
Meador JP, Escher BI. Fish early-life stage toxicity and environmental relevance: what does high-dose toxicity testing tell us? ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY 2025; 44:1222-1227. [PMID: 39953839 DOI: 10.1093/etojnl/vgaf002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 12/17/2024] [Indexed: 02/17/2025]
Abstract
The early-life stage (ELS) toxicity syndrome for fish is well described and has been reported in hundreds of toxicity studies. It is generally characterized by a reduced heart rate, yolk sac and pericardial edemas, and various morphological abnormalities, the most common being spinal curvature. For many of those studies, it appears that the ELS toxicity syndrome is the result of nonspecific (baseline) toxicity that occurs at aqueous and whole-body concentrations that are just below lethal concentrations. Baseline toxicity is essentially a nonspecific response that results from chemicals accumulating in and disturbing the function of biological membranes that leads to lethality and sublethal effects at relatively high doses. The commonality of this acute ELS toxicity syndrome among highly diverse organic and inorganic chemicals is remarkable. It is important to identify baseline toxicity because it is considered minimal toxicity that acts in all tissues and cells, and it has the potential to impair all cellular functions. This means if an effect is observed around baseline-toxic concentrations, it is likely that other cellular functions are also affected (i.e., the effect is not specific). The fish ELS toxicity syndrome can also be the result of specific effects involving receptor interactions; therefore, we emphasize the importance of distinguishing between specific and nonspecific toxicity responses to provide the most relevant data for environmental risk assessment.
Collapse
Affiliation(s)
- James P Meador
- Department of Environmental and Occupational Health Sciences, School of Public Health, University of Washington, Seattle, WA, United States
| | - Beate I Escher
- Department of Cell Toxicology, UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany
- Environmental Toxicology, Department of Geosciences, Eberhard Karls University Tübingen, Tübingen, Germany
| |
Collapse
|
4
|
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
|
5
|
Morshead ML, Tanguay RL. Advancements in the Developmental Zebrafish Model for Predictive Human Toxicology. CURRENT OPINION IN TOXICOLOGY 2025; 41:100516. [PMID: 39897714 PMCID: PMC11780918 DOI: 10.1016/j.cotox.2024.100516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
The rapid assessment of chemical hazards to human health, with reduced reliance on mammalian testing, is essential in the 21st century. Early life stage zebrafish have emerged as a leading model in the field due to their amenability to high throughput developmental toxicity testing while retaining the benefits of using a whole vertebrate organism with high homology with humans. Zebrafish are particularly well suited for a variety of study areas that are more challenging in other vertebrate model systems including microbiome work, transgenerational studies, gene-environment interactions, molecular responses, and mechanisms of action. The high volume of data generated from zebrafish screening studies is highly valuable for QSAR modeling and dose modeling for use in predictive hazard assessment. Recent advancements and challenges in using early life stage zebrafish for predictive human toxicology are reviewed.
Collapse
Affiliation(s)
- Mackenzie L. Morshead
- Sinnhuber Aquatic Research Laboratory, Department of Environmental and Molecular Toxicology, Oregon State University 28645 East Highway 34, Corvallis, OR 97331, USA
| | - Robyn L. Tanguay
- Sinnhuber Aquatic Research Laboratory, Department of Environmental and Molecular Toxicology, Oregon State University 28645 East Highway 34, Corvallis, OR 97331, USA
| |
Collapse
|
6
|
dos Santos Melo YL, Luchiari AC, Lopes BS, Ferreira Rocha Silva MG, dos Santos Pais T, Procópio Gama Cortez JE, da Silva Camillo C, Bezerra de Moura SA, da Silva-Maia JK, de Araújo Morais AH. Acute toxicity of trypsin inhibitor from tamarind seeds in embryo and adult zebrafish ( Danio rerio). Toxicol Rep 2024; 13:101766. [PMID: 39469098 PMCID: PMC11513818 DOI: 10.1016/j.toxrep.2024.101766] [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: 08/20/2024] [Revised: 10/08/2024] [Accepted: 10/09/2024] [Indexed: 10/30/2024] Open
Abstract
The trypsin inhibitor isolated from tamarind seeds (TTI) is being investigated for potential applications in the treatment of noncommunicable diseases (NCD), such as hypertension, obesity, and diabetes. This study aimed to assess TTI embryotoxicity and acute toxicity in adult zebrafish (Danio rerio). TTI was extracted and isolated from tamarind seeds. Embryonic and adult zebrafish were exposed for 96 hours to three concentrations of TTI (12.5, 25, and 50 mg/L). Zebrafish embryos (n=60 per group) were evaluated for survival, hatching, malformations, and potential developmental marker alterations, in addition to cardiotoxicity and neurotoxicity tests. For acute toxicity assessment in adults (n=20 per group), survival and locomotor and anxiety-like behaviors were assessed, along with genotoxicity (micronucleus) evaluation. Embryos exposed to TTI showed no significant adverse effects, presented normal heart rates and positive reflex response in the neurotoxicity tests. In adult fish, TTI did not cause mortality or significant behavioral changes, suggesting no neurotoxicity and no genotoxicity. Histopathological analyses of the whole body showed only changes in the liver and spinal cord, similar to those observed in the control group not exposed to TTI. These findings indicate TTI's biosafety and therapeutic potential in complex organisms. Further research is required to evaluate its long-term effects and efficacy in treating non-communicable diseases.
Collapse
Affiliation(s)
| | - Ana Carolina Luchiari
- FishLab, Physiology and Behavior Department, Federal University of Rio Grande do Norte, Natal, RN, Brazil
- Psychobiology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Beatriz Silva Lopes
- Nutrition Postgraduate Program, Health Sciences Center, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | | | - Tatiana dos Santos Pais
- Biochemistry and Molecular Biology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, Brazil
| | | | - Christina da Silva Camillo
- Postgraduate Program in Structural and Functional Biology, Biosciences Center, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Sérgio Adriane Bezerra de Moura
- Postgraduate Program in Structural and Functional Biology, Biosciences Center, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Juliana Kelly da Silva-Maia
- Nutrition Postgraduate Program, Health Sciences Center, Federal University of Rio Grande do Norte, Natal, RN, Brazil
| | - Ana Heloneida de Araújo Morais
- Nutrition Postgraduate Program, Health Sciences Center, Federal University of Rio Grande do Norte, Natal, RN, Brazil
- Biochemistry and Molecular Biology Postgraduate Program, Biosciences Center, Federal University of Rio Grande do Norte, Natal, Brazil
| |
Collapse
|
7
|
Rufo J, Qiu C, Han D, Baxter N, Daley G, Wilson MZ. An explainable map of human gastruloid morphospace reveals gastrulation failure modes and predicts teratogens. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.20.614192. [PMID: 39386623 PMCID: PMC11463602 DOI: 10.1101/2024.09.20.614192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
Human gastrulation is a critical stage of development where many pregnancies fail due to poorly understood mechanisms. Using the 2D gastruloid, a stem cell model of human gastrulation, we combined high-throughput drug perturbations and mathematical modelling to create an explainable map of gastruloid morphospace. This map outlines patterning outcomes in response to diverse perturbations and identifies variations in canonical patterning and failure modes. We modeled morphogen dynamics to embed simulated gastruloids into experimentally-determined morphospace to explain how developmental parameters drive patterning. Our model predicted and validated the two greatest sources of patterning variance: cell density-based modulations in Wnt signaling and SOX2 stability. Assigning these parameters as axes of morphospace imparted interpretability. To demonstrate its utility, we predicted novel teratogens that we validated in zebrafish. Overall, we show how stem cell models of development can be used to build a comprehensive and interpretable understanding of the set of developmental outcomes.
Collapse
Affiliation(s)
- Joseph Rufo
- Department of Molecular, Cellular, and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
- Center for BioEngineering, University of California Santa Barbara, Santa Barbara, CA, USA
- Neuroscience Research Institute, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Chongxu Qiu
- Department of Molecular, Cellular, and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Dasol Han
- Department of Molecular, Cellular, and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
- Neuroscience Research Institute, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Naomi Baxter
- Department of Molecular, Cellular, and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Gabrielle Daley
- Department of Molecular, Cellular, and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
| | - Maxwell Z. Wilson
- Department of Molecular, Cellular, and Developmental Biology, University of California Santa Barbara, Santa Barbara, CA, USA
- Center for BioEngineering, University of California Santa Barbara, Santa Barbara, CA, USA
- Neuroscience Research Institute, University of California Santa Barbara, Santa Barbara, CA, USA
| |
Collapse
|
8
|
Dziwornu G, Seanego D, Fienberg S, Clements M, Ferreira J, Sypu VS, Samanta S, Bhana AD, Korkor CM, Garnie LF, Teixeira N, Wicht KJ, Taylor D, Olckers R, Njoroge M, Gibhard L, Salomane N, Wittlin S, Mahato R, Chakraborty A, Sevilleno N, Coyle R, Lee MCS, Godoy LC, Pasaje CF, Niles JC, Reader J, van der Watt M, Birkholtz LM, Bolscher JM, de Bruijni MHC, Coulson LB, Basarab GS, Ghorpade SR, Chibale K. 2,8-Disubstituted-1,5-naphthyridines as Dual Inhibitors of Plasmodium falciparum Phosphatidylinositol-4-kinase and Hemozoin Formation with In Vivo Efficacy. J Med Chem 2024; 67:11401-11420. [PMID: 38918002 PMCID: PMC11247499 DOI: 10.1021/acs.jmedchem.4c01154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 06/10/2024] [Accepted: 06/12/2024] [Indexed: 06/27/2024]
Abstract
Structure-activity relationship studies of 2,8-disubstituted-1,5-naphthyridines, previously reported as potent inhibitors of Plasmodium falciparum (Pf) phosphatidylinositol-4-kinase β (PI4K), identified 1,5-naphthyridines with basic groups at 8-position, which retained Plasmodium PI4K inhibitory activity but switched primary mode of action to the host hemoglobin degradation pathway through inhibition of hemozoin formation. These compounds showed minimal off-target inhibitory activity against the human phosphoinositide kinases and MINK1 and MAP4K kinases, which were associated with the teratogenicity and testicular toxicity observed in rats for the PfPI4K inhibitor clinical candidate MMV390048. A representative compound from the series retained activity against field isolates and lab-raised drug-resistant strains of Pf. It was efficacious in the humanized NSG mouse malaria infection model at a single oral dose of 32 mg/kg. This compound was nonteratogenic in the zebrafish embryo model of teratogenicity and has a low predicted human dose, indicating that this series has the potential to deliver a preclinical candidate for malaria.
Collapse
Affiliation(s)
- Godwin
Akpeko Dziwornu
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Donald Seanego
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Stephen Fienberg
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Monica Clements
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Jasmin Ferreira
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Venkata S. Sypu
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Sauvik Samanta
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Ashlyn D. Bhana
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Constance M. Korkor
- Department
of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Larnelle F. Garnie
- Department
of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Nicole Teixeira
- Department
of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Kathryn J. Wicht
- Drug
Discovery and Development Centre (H3D), Department of Chemistry and
Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Rondebosch 7701, South Africa
| | - Dale Taylor
- Drug
Discovery and Development Centre (H3D), Division of Clinical Pharmacology,
Department of Medicine, University of Cape
Town, Observatory 7925, South Africa
| | - Ronald Olckers
- Drug
Discovery and Development Centre (H3D), Division of Clinical Pharmacology,
Department of Medicine, University of Cape
Town, Observatory 7925, South Africa
| | - Mathew Njoroge
- Drug
Discovery and Development Centre (H3D), Division of Clinical Pharmacology,
Department of Medicine, University of Cape
Town, Observatory 7925, South Africa
| | - Liezl Gibhard
- Drug
Discovery and Development Centre (H3D), Division of Clinical Pharmacology,
Department of Medicine, University of Cape
Town, Observatory 7925, South Africa
| | - Nicolaas Salomane
- Drug
Discovery and Development Centre (H3D), Institute of Infectious Disease
and Molecular Medicine, University of Cape
Town, Observatory, Cape Town 7925, South Africa
| | - Sergio Wittlin
- Swiss Tropical
and Public Health Institute, Kreuzstrasse 2, 4123 Allschwil, Switzerland
- University
of Basel, 4001 Basel, Switzerland
| | | | | | - Nicole Sevilleno
- Wellcome
Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, U.K.
| | - Rachael Coyle
- Wellcome
Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, U.K.
| | - Marcus C. S. Lee
- Wellcome
Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, U.K.
| | - Luiz C. Godoy
- Department
of Biological Engineering, Massachusetts
Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Charisse Flerida Pasaje
- Department
of Biological Engineering, Massachusetts
Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Jacquin C. Niles
- Department
of Biological Engineering, Massachusetts
Institute of Technology, Cambridge, Massachusetts 02139, United States
| | - Janette Reader
- Department
of Biochemistry, Genetics and Microbiology, Institute
for Sustainable Malaria Control, University
of Pretoria, Hatfield, Pretoria 0028, South Africa
| | - Mariette van der Watt
- Institute for Sustainable Malaria Control, University of Pretoria, Hatfield, Pretoria 0028, South Africa
| | - Lyn-Marié Birkholtz
- Department
of Biochemistry, Genetics and Microbiology, Institute
for Sustainable Malaria Control, University
of Pretoria, Hatfield, Pretoria 0028, South Africa
| | - Judith M. Bolscher
- TropIQ Health Sciences, Transistorweg 5, 6534 AT Nijmegen, The Netherlands
| | | | - Lauren B. Coulson
- Drug
Discovery and Development Centre (H3D), Institute of Infectious Disease
and Molecular Medicine, University of Cape
Town, Observatory, Cape Town 7925, South Africa
| | - Gregory S. Basarab
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
- Drug
Discovery and Development Centre (H3D), Division of Clinical Pharmacology,
Department of Medicine, University of Cape
Town, Observatory 7925, South Africa
| | - Sandeep R. Ghorpade
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
| | - Kelly Chibale
- Drug
Discovery and Development Centre (H3D), Department of Chemistry, University of Cape Town, Rondebosch 7701, South Africa
- South African Medical Research Council Drug Discovery
and Development
Research Unit, Department of Chemistry and Institute of Infectious
Disease and Molecular Medicine, University
of Cape Town, Rondebosch 7701, South Africa
| |
Collapse
|
9
|
Bragato C, Mazzotta R, Persico A, Bengalli R, Ornelas M, Gomes F, Bonfanti P, Mantecca P. Biocompatibility Analysis of Bio-Based and Synthetic Silica Nanoparticles during Early Zebrafish Development. Int J Mol Sci 2024; 25:5530. [PMID: 38791566 PMCID: PMC11121961 DOI: 10.3390/ijms25105530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 05/09/2024] [Accepted: 05/16/2024] [Indexed: 05/26/2024] Open
Abstract
During the twenty-first century, engineered nanomaterials (ENMs) have attracted rising interest, globally revolutionizing all industrial sectors. The expanding world population and the implementation of new global policies are increasingly pushing society toward a bioeconomy, focused on fostering the adoption of bio-based nanomaterials that are functional, cost-effective, and potentially secure to be implied in different areas, the medical field included. This research was focused on silica nanoparticles (SiO2-NPs) of bio-based and synthetic origin. SiO2-NPs are composed of silicon dioxide, the most abundant compound on Earth. Due to their characteristics and biocompatibility, they are widely used in many applications, including the food industry, synthetic processes, medical diagnosis, and drug delivery. Using zebrafish embryos as in vivo models, we evaluated the effects of amorphous silica bio-based NPs from rice husk (SiO2-RHSK NPs) compared to commercial hydrophilic fumed silica NPs (SiO2-Aerosil200). We evaluated the outcomes of embryo exposure to both nanoparticles (NPs) at the histochemical and molecular levels to assess their safety profile, including developmental toxicity, neurotoxicity, and pro-inflammatory potential. The results showed differences between the two silica NPs, highlighting that bio-based SiO2-RHSK NPs do not significantly affect neutrophils, macrophages, or other innate immune system cells.
Collapse
Affiliation(s)
- Cinzia Bragato
- POLARIS Research Center, Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy; (R.M.); (A.P.); (R.B.); (P.B.); (P.M.)
| | - Roberta Mazzotta
- POLARIS Research Center, Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy; (R.M.); (A.P.); (R.B.); (P.B.); (P.M.)
| | - Andrea Persico
- POLARIS Research Center, Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy; (R.M.); (A.P.); (R.B.); (P.B.); (P.M.)
| | - Rossella Bengalli
- POLARIS Research Center, Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy; (R.M.); (A.P.); (R.B.); (P.B.); (P.M.)
| | - Mariana Ornelas
- CeNTI—Centre for Nanotechnology and Smart Materials, Rua Fernando Mesquita 2785, 4760-034 Braga, Portugal; (M.O.); (F.G.)
| | - Filipa Gomes
- CeNTI—Centre for Nanotechnology and Smart Materials, Rua Fernando Mesquita 2785, 4760-034 Braga, Portugal; (M.O.); (F.G.)
| | - Patrizia Bonfanti
- POLARIS Research Center, Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy; (R.M.); (A.P.); (R.B.); (P.B.); (P.M.)
| | - Paride Mantecca
- POLARIS Research Center, Department of Earth and Environmental Sciences, University of Milano-Bicocca, 20126 Milan, Italy; (R.M.); (A.P.); (R.B.); (P.B.); (P.M.)
| |
Collapse
|
10
|
Locubiche S, Ordóñez V, Abad E, Scotto di Mase M, Di Donato V, De Santis F. A Zebrafish-Based Platform for High-Throughput Epilepsy Modeling and Drug Screening in F0. Int J Mol Sci 2024; 25:2991. [PMID: 38474238 DOI: 10.3390/ijms25052991] [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: 11/20/2023] [Revised: 02/22/2024] [Accepted: 02/29/2024] [Indexed: 03/14/2024] Open
Abstract
The zebrafish model has emerged as a reference tool for phenotypic drug screening. An increasing number of molecules have been brought from bench to bedside thanks to zebrafish-based assays over the last decade. The high homology between the zebrafish and the human genomes facilitates the generation of zebrafish lines carrying loss-of-function mutations in disease-relevant genes; nonetheless, even using this alternative model, the establishment of isogenic mutant lines requires a long generation time and an elevated number of animals. In this study, we developed a zebrafish-based high-throughput platform for the generation of F0 knock-out (KO) models and the screening of neuroactive compounds. We show that the simultaneous inactivation of a reporter gene (tyrosinase) and a second gene of interest allows the phenotypic selection of F0 somatic mutants (crispants) carrying the highest rates of mutations in both loci. As a proof of principle, we targeted genes associated with neurodevelopmental disorders and we efficiently generated de facto F0 mutants in seven genes involved in childhood epilepsy. We employed a high-throughput multiparametric behavioral analysis to characterize the response of these KO models to an epileptogenic stimulus, making it possible to employ kinematic parameters to identify seizure-like events. The combination of these co-injection, screening and phenotyping methods allowed us to generate crispants recapitulating epilepsy features and to test the efficacy of compounds already during the first days post fertilization. Since the strategy can be applied to a wide range of indications, this study paves the ground for high-throughput drug discovery and promotes the use of zebrafish in personalized medicine and neurotoxicity assessment.
Collapse
Affiliation(s)
- Sílvia Locubiche
- ZeClinics S.L., Carrer de Laureà Miró, 408-410, 08980 Sant Feliu de Llobregat, Spain
- Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, 08036 Barcelona, Spain
| | - Víctor Ordóñez
- ZeClinics S.L., Carrer de Laureà Miró, 408-410, 08980 Sant Feliu de Llobregat, Spain
| | - Elena Abad
- ZeClinics S.L., Carrer de Laureà Miró, 408-410, 08980 Sant Feliu de Llobregat, Spain
| | | | - Vincenzo Di Donato
- ZeClinics S.L., Carrer de Laureà Miró, 408-410, 08980 Sant Feliu de Llobregat, Spain
| | - Flavia De Santis
- ZeClinics S.L., Carrer de Laureà Miró, 408-410, 08980 Sant Feliu de Llobregat, Spain
| |
Collapse
|
11
|
de Arruda Leite B, Meireles G, Abe FR, Gravato C, Dorta DJ, de Oliveira DP. Do zebrafish become blind or is it too much red dye in water? Distinguishing the embryo-larval development and physiology effects of DR 60, 73, and 78. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 908:168062. [PMID: 37884151 DOI: 10.1016/j.scitotenv.2023.168062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 09/20/2023] [Accepted: 10/21/2023] [Indexed: 10/28/2023]
Abstract
Some dyes currently used by the textile, pharmaceutical, food, cosmetic, and photographic industries have been shown to be toxic and/or mutagenic to aquatic life. Most of these dyes resist degradation processes available for treating wastewater, and these processes might generate even more toxic by-products. Despite the large number of available dyes and the large quantity of dyes released into the environment, studies on their toxicity are still scarce. We evaluated and compared the effects in the animal model Danio rerio (zebrafish) of environmentally relevant concentrations of Disperse Red 60 (DR 60), 73 (DR 73), and 78 (DR 78) using the fish embryo acute toxicity (FET) test, morphometric analysis, immunofluorescence imaging, and behavioral parameters. DR 60 caused ocular modifications, while the DR 73 caused non-inflation of the swim bladder (NISB), pericardial edema (PE), scoliosis (S) and abnormal yolk sac (AYS) from at 0.125 mg/L. In behavioral tests, all the dyes induced changes in velocity and time spent swimming of exposed larvae. However, these alterations in behavior seem to be caused by different factors dependent on the dye and its concentration. Nevertheless, behavior seems to add valuable information concerning the hazards analysis of dyes, since it reveals to be the most sensitive group of parameters tested in the current study. In conclusion, of the behavioral and developmental alterations caused by these dyes should be interpreted as an alert for greater attention when registering new dyes and releasing them into the environment. In the particular case of DR 60 the possibility that directly affects the eye of larvae is of great environmental concern, but also from the human health perspective.
Collapse
Affiliation(s)
- Bianca de Arruda Leite
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, 14040-903 Ribeirão Preto, São Paulo, Brazil; National Institute of Science and Technology for Detection, Toxicological Evaluation and Removal of Micropollutants and Radioactive Substances (INCT-DATREM), Brazil
| | - Gabriela Meireles
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, 14040-903 Ribeirão Preto, São Paulo, Brazil; Faculty of Sciences, University of Lisbon, Campo Grande, 1749-016 Lisboa, Portugal
| | - Flávia Renata Abe
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, 14040-903 Ribeirão Preto, São Paulo, Brazil; National Institute of Science and Technology for Detection, Toxicological Evaluation and Removal of Micropollutants and Radioactive Substances (INCT-DATREM), Brazil
| | - Carlos Gravato
- Faculty of Sciences, University of Lisbon, Campo Grande, 1749-016 Lisboa, Portugal
| | - Daniel Junqueira Dorta
- National Institute of Science and Technology for Detection, Toxicological Evaluation and Removal of Micropollutants and Radioactive Substances (INCT-DATREM), Brazil; Faculdade de Filosofia, Ciências e Letras de Ribeirão Preto, Departamento de Química, Universidade de São Paulo, Av. Bandeirantes, 3900, Bairro Monte Alegre, Ribeirão Preto, São Paulo CEP 14040901, Brazil
| | - Danielle P de Oliveira
- School of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, 14040-903 Ribeirão Preto, São Paulo, Brazil; National Institute of Science and Technology for Detection, Toxicological Evaluation and Removal of Micropollutants and Radioactive Substances (INCT-DATREM), Brazil.
| |
Collapse
|
12
|
Lei MC, Félix L, Venâncio C. Protocol of Geometric Morphometrics for Teratogenicity Testing. Methods Mol Biol 2024; 2753:459-468. [PMID: 38285359 DOI: 10.1007/978-1-0716-3625-1_28] [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
Geometric morphometrics (GM) enables a quantitative study of shapes and forms allowing the identification and characterization of teratogenic malformations. The GM methodology offers several advantages in comparison to traditional biometric methods, such as higher detail and precision analysis. In this chapter, we describe the recent application of the Procrustes method with ImageJ and MorphoJ programs in the characterization of developmental malformations. With this methodology, we are a step closer to being able to assign molecular pathways or unique signatures to a specific teratogen according to the produced phenotypes or to cluster unknown compounds.
Collapse
Affiliation(s)
- Mariana Caipira Lei
- Animal and Veterinary Department, University Institute of Health Sciences, CESPU, CRL, Gandra, Portugal.
| | - Luís Félix
- Center for the Research and Technology of Agro-Environment and Biological Sciences (CITAB), UTAD, Vila Real, Portugal
- Institute for Innovation, Capacity Building and Sustainability of Agri-food Production (Inov4Agro), UTAD, Vila Real, Portugal
| | - Carlos Venâncio
- Center for the Research and Technology of Agro-Environment and Biological Sciences (CITAB), UTAD, Vila Real, Portugal
- Institute for Innovation, Capacity Building and Sustainability of Agri-food Production (Inov4Agro), UTAD, Vila Real, Portugal
- Department of Animal Science, School of Agrarian and Veterinary Sciences (ECAV), University of Trás-os-Montes and Alto Douro (UTAD), Vila Real, Portugal
| |
Collapse
|
13
|
Lu J, Zhang C, Xu W, Chen W, Tao L, Li Z, Cheng J, Zhang Y. Developmental toxicity and estrogenicity of glyphosate in zebrafish in vivo and in silico studies. CHEMOSPHERE 2023; 343:140275. [PMID: 37758082 DOI: 10.1016/j.chemosphere.2023.140275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 09/17/2023] [Accepted: 09/23/2023] [Indexed: 09/30/2023]
Abstract
As the most heavily used herbicide globally, glyphosate (GLY) has been detected in a variety of environments and has raised concerns about its ecological and health effects. There is debate as to whether GLY may disrupt the endocrine system. Here, we investigated the developmental toxicity of GLY in zebrafish based on deep learning-enabled morphometric analysis (DLMA). In addition, the estrogenic activity of GLY was assessed by endocrine disruption prediction, docking study and in vivo experiments. Results showed that exposure to environmental concentrations of GLY negatively impacted zebrafish development, causing yolk edema and pericardial edema. Endocrine disruption prediction suggested that GLY may target estrogen receptors (ER). Molecular docking analysis revealed binding of GLY to three zebrafish ER. In vivo zebrafish experiment, GLY enhanced the protein levels of ERα and the mRNA levels of cyp19a, HSD17b1, vtg1, vtg2, esr1, esr2a and esr2b. These results suggest that GLY may act as an endocrine disruptor by targeting ER, which warrants further attention for its potential toxicity to aquatic animals.
Collapse
Affiliation(s)
- Jian Lu
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Cheng Zhang
- Department of Pathology, UT Southwestern Medical Center, Dallas, TX, 75390, United States
| | - Wenping Xu
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Weidong Chen
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Liming Tao
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Zhong Li
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Jiagao Cheng
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Yang Zhang
- Shanghai Key Laboratory of Chemical Biology, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China.
| |
Collapse
|
14
|
Dong G, Wang N, Xu T, Liang J, Qiao R, Yin D, Lin S. Deep Learning-Enabled Morphometric Analysis for Toxicity Screening Using Zebrafish Larvae. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:18127-18138. [PMID: 36971266 DOI: 10.1021/acs.est.3c00593] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Toxicology studies heavily rely on morphometric analysis to detect abnormalities and diagnose disease processes. The emergence of ever-increasing varieties of environmental pollutants makes it difficult to perform timely assessments, especially using in vivo models. Herein, we propose a deep learning-based morphometric analysis (DLMA) to quantitatively identify eight abnormal phenotypes (head hemorrhage, jaw malformation, uninflated swim bladder, pericardial edema, yolk edema, bent spine, dead, unhatched) and eight vital organ features (eye, head, jaw, heart, yolk, swim bladder, body length, and curvature) of zebrafish larvae. A data set composed of 2532 bright-field micrographs of zebrafish larvae at 120 h post fertilization was generated from toxicity screening of three categories of chemicals, i.e., endocrine disruptors (perfluorooctanesulfonate and bisphenol A), heavy metals (CdCl2 and PbI2), and emerging organic pollutants (acetaminophen, 2,7-dibromocarbazole, 3-monobromocarbazo, 3,6-dibromocarbazole, and 1,3,6,8-tetrabromocarbazo). Two typical deep learning models, one-stage and two-stage models (TensorMask, Mask R-CNN), were trained to implement phenotypic feature classification and segmentation. The accuracy was statistically validated with a mean average precision >0.93 in unlabeled data sets and a mean accuracy >0.86 in previously published data sets. Such a method effectively enables subjective morphometric analysis of zebrafish larvae to achieve efficient hazard identification of both chemicals and environmental pollutants.
Collapse
Affiliation(s)
- Gongqing Dong
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| | - Nan Wang
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| | - Ting Xu
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| | - Jingyu Liang
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| | - Ruxia Qiao
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| | - Daqiang Yin
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| | - Sijie Lin
- College of Environmental Science and Engineering, Biomedical Multidisciplinary Innovation Research Institute, Shanghai East Hospital, Tongji University, Shanghai 200092, China
- Key Laboratory of Yangtze River Water Environment, Shanghai Institute of Pollution Control and Ecological Security, Tongji University, Shanghai 200092, China
| |
Collapse
|
15
|
Syed OA, Tsang B, Petranker R, Gerlai R. A perspective on psychedelic teratogenicity: the utility of zebrafish models. Trends Pharmacol Sci 2023; 44:664-673. [PMID: 37659901 DOI: 10.1016/j.tips.2023.08.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 08/03/2023] [Accepted: 08/07/2023] [Indexed: 09/04/2023]
Abstract
Psychedelic drugs have experienced an unprecedented surge in recreational use within the past few years. Among recreational users, the risks of psychedelic use by pregnant and breastfeeding women are severely understudied and there is little information on the potential teratogenic effects of these drugs. We provide an overview of the previous data on psychedelic teratogenicity from rodent studies and human surveys, discuss their limitations, and propose the utility of the zebrafish as a potential effective model for investigating psychedelic teratogenicity. Recent years have validated the use of zebrafish in the study of fetal exposure and developmental biology; we highlight these properties of the zebrafish for its suitability in psychedelic toxicity research.
Collapse
Affiliation(s)
- Omer A Syed
- Department of Biology, University of Toronto Mississauga, Ontario, Canada.
| | - Benjamin Tsang
- Department of Cell & Systems Biology, University of Toronto, Ontario, Canada.
| | - Rotem Petranker
- Department of Psychology, Neuroscience, and Behaviour, McMaster University, McMaster University, Ontario, Canada
| | - Robert Gerlai
- Department of Cell & Systems Biology, University of Toronto, Ontario, Canada; Department of Psychology, University of Toronto Mississauga, Ontario, Canada.
| |
Collapse
|
16
|
Luo M, Yi Y, Huang S, Dai S, Xie L, Liu K, Zhang S, Jiang T, Wang T, Yao B, Wang H, Xu D. Gestational dexamethasone exposure impacts hippocampal excitatory synaptic transmission and learning and memory function with transgenerational effects. Acta Pharm Sin B 2023; 13:3708-3727. [PMID: 37719378 PMCID: PMC10501875 DOI: 10.1016/j.apsb.2023.05.013] [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: 02/10/2023] [Revised: 04/20/2023] [Accepted: 05/06/2023] [Indexed: 09/19/2023] Open
Abstract
The formation of learning and memory is regulated by synaptic plasticity in hippocampal neurons. Here we explored how gestational exposure to dexamethasone, a synthetic glucocorticoid commonly used in clinical practice, has lasting effects on offspring's learning and memory. Adult offspring rats of prenatal dexamethasone exposure (PDE) displayed significant impairments in novelty recognition and spatial learning memory, with some phenotypes maintained transgenerationally. PDE impaired synaptic transmission of hippocampal excitatory neurons in offspring of F1 to F3 generations, and abnormalities of neurotransmitters and receptors would impair synaptic plasticity and lead to impaired learning and memory, but these changes failed to carry over to offspring of F5 and F7 generations. Mechanistically, altered hippocampal miR-133a-3p-SIRT1-CDK5-NR2B signaling axis in PDE multigeneration caused inhibition of excitatory synaptic transmission, which might be related to oocyte-specific high expression and transmission of miR-133a-3p. Together, PDE affects hippocampal excitatory synaptic transmission, with lasting consequences across generations, and CDK5 in offspring's peripheral blood might be used as an early-warning marker for fetal-originated learning and memory impairment.
Collapse
Affiliation(s)
- Mingcui Luo
- Department of Obstetrics, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Yiwen Yi
- Department of Pharmacology, Taikang Medical School (School of Basic Medical Sciences), Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Songqiang Huang
- Department of Pharmacology, Taikang Medical School (School of Basic Medical Sciences), Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Shiyun Dai
- Department of Pharmacology, Taikang Medical School (School of Basic Medical Sciences), Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Lulu Xie
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
- Department of Pediatrics, Renmin Hospital of Wuhan University, Wuhan 430071, China
| | - Kexin Liu
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
- Department of Pharmacy, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Shuai Zhang
- Department of Obstetrics, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Tao Jiang
- Department of Pharmacology, Taikang Medical School (School of Basic Medical Sciences), Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Tingting Wang
- Department of Obstetrics, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Baozhen Yao
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
- Department of Pediatrics, Renmin Hospital of Wuhan University, Wuhan 430071, China
| | - Hui Wang
- Department of Pharmacology, Taikang Medical School (School of Basic Medical Sciences), Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| | - Dan Xu
- Department of Obstetrics, Zhongnan Hospital of Wuhan University, School of Pharmaceutical Sciences, Wuhan University, Wuhan 430071, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan 430071, China
| |
Collapse
|
17
|
Merola C, Caioni G, Cimini A, Perugini M, Benedetti E. Sodium valproate exposure influences the expression of pparg in the zebrafish model. Birth Defects Res 2023; 115:658-667. [PMID: 36786327 DOI: 10.1002/bdr2.2159] [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: 09/15/2022] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 02/15/2023]
Abstract
Valproic acid (VPA) is an anti-epileptic drug used alone or in combination with other medications to treat seizures, mania, and bipolar disorder. VPA recognized as a teratogenic chemical can cause severe birth defects mainly affecting the brain and spinal cord when administered during pregnancy. However, the potential mechanisms of developmental toxicity are still less studied, and in the present study, the influence of VPA exposure was evaluated on zebrafish early-life stages. Zebrafish were exposed to two sublethal concentrations of sodium valproate (SV) (0.06 mM and 0.15 mM) from 24 hours post-fertilization (hpf) to 96 hpf and the SV teratogenic potential was investigated through morphometric analysis of zebrafish larvae combined with the evaluation of cartilage profile. Moreover, the effect of SV on the transcription level of pparg was also performed. The results of the study showed the teratogenic potential of SV, which disrupts the morphometric signature of the head and body. The marked distortion of cartilage structures was paralleled to a malformation of telencephalon and optic tectum in both concentrations suggesting a high teratogen effect of SV on the brain. These data were further confirmed by the increased expression of pparg in the zebrafish head. Overall, the present study confirms the teratogenic activity of SV in the zebrafish model and, for the first time, points out the potential protective role of pparg in the SV dose-dependent toxicity.
Collapse
Affiliation(s)
- Carmine Merola
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Giulia Caioni
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Annamaria Cimini
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - Monia Perugini
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Elisabetta Benedetti
- Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| |
Collapse
|
18
|
Samrani LMM, Pennings JLA, Hallmark N, Bars R, Tinwell H, Pallardy M, Piersma AH. Dynamic regulation of gene expression and morphogenesis in the zebrafish embryo test after exposure to all-trans retinoic acid. Reprod Toxicol 2023; 115:8-16. [PMID: 36375755 DOI: 10.1016/j.reprotox.2022.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 10/13/2022] [Accepted: 11/04/2022] [Indexed: 11/13/2022]
Abstract
The zebrafish embryotoxicity test (ZET) is widely used in developmental toxicology. The analysis of gene expression regulation in ZET after chemical exposure provides mechanistic information about the effects of chemicals on morphogenesis in the test. The gene expression response magnitude has been shown to change with exposure duration. The objective of this work is to study the effect of the exposure duration on the magnitude of gene expression changes in the all-trans retinoic acid (ATRA) signaling pathway in the ZET. Retinoic acid regulation is a key driver of morphogenesis and is therefore employed here as an indicator for the regulation of developmental genes. A teratogenic concentration of 7.5 nM of ATRA was given at 3 hrs post fertilization (hpf) for a range of exposure durations until 120 hrs of development. The expression of a selection of genes related to ATRA signaling and downstream developmental genes was determined. The highest magnitudes of gene expression regulation were observed after 2-24 hrs exposure with an optimal response after 4 hrs. Longer exposures showed a decrease in the gene expression response, although continued exposure to 120 hpf caused malformations and lethality. This study shows that assessment of gene expression regulation at early time points after the onset of exposure in the ZET may be optimal for the prediction of developmental toxicity. We believe these results could help optimize sensitivity in future studies with ZET.
Collapse
Affiliation(s)
- Laura M M Samrani
- Centre for Health Protection National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Université Paris-Saclay, Inflammation, Microbiome and Immunosurveillance, INSERM, Faculté Pharmacie, Châtenay-Malabry 92296, France; Institute for Risk Assessment Sciences (IRAS), Utrecht University, the Netherlands.
| | - Jeroen L A Pennings
- Centre for Health Protection National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands
| | | | | | | | - Marc Pallardy
- Université Paris-Saclay, Inflammation, Microbiome and Immunosurveillance, INSERM, Faculté Pharmacie, Châtenay-Malabry 92296, France
| | - Aldert H Piersma
- Centre for Health Protection National Institute for Public Health and the Environment (RIVM), Bilthoven, the Netherlands; Institute for Risk Assessment Sciences (IRAS), Utrecht University, the Netherlands
| |
Collapse
|
19
|
Becker RA, Bianchi E, LaRocca J, Marty MS, Mehta V. Identifying the landscape of developmental toxicity new approach methodologies. Birth Defects Res 2022; 114:1123-1137. [PMID: 36205106 DOI: 10.1002/bdr2.2075] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 07/08/2022] [Accepted: 07/21/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND The dynamics and complexities of in utero fetal development create significant challenges in transitioning from lab animal-centric developmental toxicity testing methods to assessment strategies based on new approach methodologies (NAMs). Nevertheless, considerable progress is being made, stimulated by increased research investments and scientific advances, such as induced pluripotent stem cell-derived models. To help identify developmental toxicity NAMs for toxicity screening and potential funding through the American Chemistry Council's Long-Range Research Initiative, a systematic literature review was conducted to better understand the current landscape of developmental toxicity NAMs. METHODS Scoping review tools were used to systematically survey the literature (2010-2021; ~18,000 references identified), results and metadata were then extracted, and a user-friendly interactive dashboard was created. RESULTS The data visualization dashboard, developed using Tableau® software, is provided as a free, open-access web tool. This dashboard enables straightforward interactive queries and visualizations to identify trends and to distinguish and understand areas or NAMs where research has been most, or least focused. CONCLUSIONS Herein, we describe the approach and methods used, summarize the benefits and challenges of applying the systematic-review techniques, and highlight the types of questions and answers for which the dashboard can be used to explore the many different facets of developmental toxicity NAMs.
Collapse
Affiliation(s)
- Richard A Becker
- American Chemistry Council, Washington, District of Columbia, USA
| | | | | | | | | |
Collapse
|
20
|
Park CG, Jun I, Lee S, Ryu CS, Lee SA, Park J, Han HS, Park H, Manz A, Shin H, Kim YJ. Integration of Bioinspired Fibrous Strands with 3D Spheroids for Environmental Hazard Monitoring. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2022; 18:e2200757. [PMID: 35521748 DOI: 10.1002/smll.202200757] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 03/22/2022] [Indexed: 05/25/2023]
Abstract
Numerous methods have been introduced to produce 3D cell cultures that can reduce the need for animal experimentation. This study presents a unique 3D culture platform that features bioinspired strands of electrospun nanofibers (BSeNs) and aquatic cell lines to compensate for shortcomings in the current cell spheroid generation techniques. The use of BSeNs in 3D zebrafish liver cell cultures is found to improve liver and reproductive functions through spheroid-based in vitro assays such as whole transcriptome sequencing and reproductive toxicity testing, with optimized properties exhibiting results similar to those obtained for fish embryo acute toxicity (FET, OECD TG 236) following exposure to environmental endocrine-disrupting chemicals (17β-Estradiol (E2), 4-hydroxytamoxifen (4-HT), and bisphenol compounds (bisphenol A (BPA) and 9,9-Bis(4-hydroxyphenyl)fluorene (BPFL)). These findings indicate that the beneficial effects of bioinspired materials that closely mimic ECM environments can yield efficient zebrafish cells with intrinsic functions and xenobiotic metabolism similar to those of zebrafish embryos. As a closer analog for the in vivo conditions that are associated with exposure to potentially hazardous chemicals, the straightforward culture model introduced in this study shows promise as an alternative tool that can be used to further eco-environmental assessment.
Collapse
Affiliation(s)
- Chang Gyun Park
- Environmental Safety Group, Korea Institute of Science & Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
- Universität des Saarlandes, 66123, Saarbrücken, Germany
| | - Indong Jun
- Environmental Safety Group, Korea Institute of Science & Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| | - Sangmin Lee
- BK21 Plus Future Biopharmaceutical Human Resources Training and Research Team Hanyang University, Seoul, 04763, Republic of Korea
- Department of Bioengineering, Hanyang University, Seoul, 04763, Republic of Korea
| | - Chang Seon Ryu
- Environmental Safety Group, Korea Institute of Science & Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| | - Sang-Ah Lee
- Environmental Safety Group, Korea Institute of Science & Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| | - Jaeho Park
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul, 02792, Republic of Korea
| | - Hyung-Seop Han
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul, 02792, Republic of Korea
| | - Honghyun Park
- Department of Advanced Biomaterials Research, Ceramics Materials Division, Korea Institute of Materials Science (KIMS), Changwon, 51508, Republic of Korea
| | - Andreas Manz
- Environmental Safety Group, Korea Institute of Science & Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
- Universität des Saarlandes, 66123, Saarbrücken, Germany
| | - Heungsoo Shin
- BK21 Plus Future Biopharmaceutical Human Resources Training and Research Team Hanyang University, Seoul, 04763, Republic of Korea
- Department of Bioengineering, Hanyang University, Seoul, 04763, Republic of Korea
| | - Young Jun Kim
- Environmental Safety Group, Korea Institute of Science & Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| |
Collapse
|
21
|
Merino C, Casado M, Piña B, Vinaixa M, Ramírez N. Toxicity of 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK) in early development: A wide-scope metabolomics assay in zebrafish embryos. JOURNAL OF HAZARDOUS MATERIALS 2022; 429:127746. [PMID: 35086039 DOI: 10.1016/j.jhazmat.2021.127746] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 10/29/2021] [Accepted: 11/08/2021] [Indexed: 06/14/2023]
Abstract
The tobacco-specific nitrosamine 4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK) is a carcinogenic and ubiquitous environmental pollutant for which toxic activity has been thoroughly investigated in murine models and human tissues. However, its potential deleterious effects on vertebrate early development are yet poorly understood. In this work, we characterized the impact of NNK exposure during early developmental stages of zebrafish embryos, a known alternative model for mammalian toxicity studies. Embryos exposed to different NNK concentrations were monitored for lethality and for the appearance of malformations during the first five days after fertilization. LC-MS based untargeted metabolomics was subsequently performed for a wide-scope assay of NNK-related metabolic alterations. Our results revealed the presence of not only the parental compound, but also of two known NNK metabolites, 4-Hydroxy-4-(3-pyridyl)-butyric acid (HPBA) and 4-(Methylnitrosamino)-1-(3-pyridyl-N-oxide)-1-butanol (NNAL-N-oxide) in exposed embryos likely resulting from active CYP450-mediated α-hydroxylation and NNK detoxification pathways, respectively. This was paralleled by a disruption in purine and pyrimidine metabolisms and the activation of the base excision repair pathway. Our results confirm NNK as a harmful embryonic agent and demonstrate zebrafish embryos to be a suitable early development model to monitor NNK toxicity.
Collapse
Affiliation(s)
- Carla Merino
- Universitat Rovira i Virgili, Departament d'Enginyeria Electrònica, Elèctrica i Automàtica, Tarragona, Spain; Institut d'Investigació Sanitària Pere Virgili, Tarragona, Spain; CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain
| | - Marta Casado
- Department of Environmental Chemistry, Institute of Environmental Assessment and Water Research, Spanish Council for Scientific Research (IDAEA-CSIC), Barcelona, Spain
| | - Benjamí Piña
- Department of Environmental Chemistry, Institute of Environmental Assessment and Water Research, Spanish Council for Scientific Research (IDAEA-CSIC), Barcelona, Spain
| | - Maria Vinaixa
- Universitat Rovira i Virgili, Departament d'Enginyeria Electrònica, Elèctrica i Automàtica, Tarragona, Spain; Institut d'Investigació Sanitària Pere Virgili, Tarragona, Spain; CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain.
| | - Noelia Ramírez
- Universitat Rovira i Virgili, Departament d'Enginyeria Electrònica, Elèctrica i Automàtica, Tarragona, Spain; Institut d'Investigació Sanitària Pere Virgili, Tarragona, Spain; CIBER de Diabetes y Enfermedades Metabólicas Asociadas (CIBERDEM), Instituto de Salud Carlos III, Madrid, Spain.
| |
Collapse
|
22
|
Eeza MNH, Bashirova N, Zuberi Z, Matysik J, Berry JP, Alia A. An integrated systems-level model of ochratoxin A toxicity in the zebrafish (Danio rerio) embryo based on NMR metabolic profiling. Sci Rep 2022; 12:6341. [PMID: 35428752 PMCID: PMC9012740 DOI: 10.1038/s41598-022-09726-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 03/22/2022] [Indexed: 11/09/2022] Open
Abstract
Ochratoxin A (OTA) is one of the most widespread mycotoxin contaminants of agricultural crops. Despite being associated with a range of adverse health effects, a comprehensive systems-level mechanistic understanding of the toxicity of OTA remains elusive. In the present study, metabolic profiling by high-resolution magic angle spinning (HRMAS) NMR, coupled to intact zebrafish embryos, was employed to identify metabolic pathways in relation to a systems-level model of OTA toxicity. Embryotoxicity was observed at sub-micromolar exposure concentrations of OTA. Localization of OTA, based on intrinsic fluorescence, as well as a co-localization of increased reactive oxygen species production, was observed in the liver kidney, brain and intestine of embryos. Moreover, HRMAS NMR showed significant alteration of metabolites related to targeting of the liver (i.e., hepatotoxicity), and pathways associated with detoxification and oxidative stress, and mitochondrial energy metabolism. Based on metabolic profiles, and complementary assays, an integrated model of OTA toxicity is, thus, proposed. Our model suggests that OTA hepatotoxicity compromises detoxification and antioxidant pathways, leading to mitochondrial membrane dysfunction manifested by crosstalk between pathways of energy metabolism. Interestingly, our data additionally aligns with a possible role of mitochondrial fusion as a "passive mechanism" to rescue mitochondrial integrity during OTA toxicity.
Collapse
Affiliation(s)
- Muhamed N H Eeza
- Institute for Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
- Institute for Analytical Chemistry, University of Leipzig, Leipzig, Germany
| | - Narmin Bashirova
- Institute for Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
- Institute for Analytical Chemistry, University of Leipzig, Leipzig, Germany
| | - Zain Zuberi
- Institute for Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Jörg Matysik
- Institute for Analytical Chemistry, University of Leipzig, Leipzig, Germany
| | - John P Berry
- Department of Chemistry and Biochemistry, Florida International University, Miami, FL, USA.
- Biomolecular Science Institute, Florida International University, Miami, FL, USA.
| | - A Alia
- Institute for Medical Physics and Biophysics, University of Leipzig, Leipzig, Germany.
- Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands.
| |
Collapse
|
23
|
Grouping of chemicals into mode of action classes by automated effect pattern analysis using the zebrafish embryo toxicity test. Arch Toxicol 2022; 96:1353-1369. [PMID: 35254489 PMCID: PMC9013687 DOI: 10.1007/s00204-022-03253-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 02/15/2022] [Indexed: 11/17/2022]
Abstract
A central element of high throughput screens for chemical effect assessment using zebrafish is the assessment and quantification of phenotypic changes. By application of an automated and more unbiased analysis of these changes using image analysis, patterns of phenotypes may be associated with the mode of action (MoA) of the exposure chemical. The aim of our study was to explore to what extent compounds can be grouped according to their anticipated toxicological or pharmacological mode of action using an automated quantitative multi-endpoint zebrafish test. Chemical-response signatures for 30 endpoints, covering phenotypic and functional features, were generated for 25 chemicals assigned to 8 broad MoA classes. Unsupervised clustering of the profiling data demonstrated that chemicals were partially grouped by their main MoA. Analysis with a supervised clustering technique such as a partial least squares discriminant analysis (PLS-DA) allowed to identify markers with a strong potential to discriminate between MoAs such as mandibular arch malformation observed for compounds interfering with retinoic acid signaling. The capacity for discriminating MoAs was also benchmarked to an available battery of in vitro toxicity data obtained from ToxCast library indicating a partially similar performance. Further, we discussed to which extent the collected dataset indicated indeed differences for compounds with presumably similar MoA or whether other factors such as toxicokinetic differences could have an important impact on the determined response patterns.
Collapse
|
24
|
Kang L, Duan Y, Chen C, Li S, Li M, Chen L, Wen Z. Structure-Activity Relationship (SAR) Model for Predicting Teratogenic Risk of Antiseizure Medications in Pregnancy by Using Support Vector Machine. Front Pharmacol 2022; 13:747935. [PMID: 35281912 PMCID: PMC8914116 DOI: 10.3389/fphar.2022.747935] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 01/26/2022] [Indexed: 12/03/2022] Open
Abstract
Teratogenicity is one of the main concerns in clinical medications of pregnant women. Prescription of antiseizure medications (ASMs) in women with epilepsy during pregnancy may cause teratogenic effects on the fetus. Although large scale epilepsy pregnancy registries played an important role in evaluating the teratogenic risk of ASMs, for most ASMs, especially the newly approved ones, the potential teratogenic risk cannot be effectively assessed due to the lack of evidence. In this study, the analyses are performed on any medication, with a focus on ASMs. We curated a list containing the drugs with potential teratogenicity based on the US Food and Drug Administration (FDA)-approved drug labeling, and established a support vector machine (SVM) model for detecting drugs with high teratogenic risk. The model was validated by using the post-marketing surveillance data from US FDA Spontaneous Adverse Events Reporting System (FAERS) and applied to the prediction of potential teratogenic risk of ASMs. Our results showed that our proposed model outperformed the state-of-art approaches, including logistic regression (LR), random forest (RF) and extreme gradient boosting (XGBoost), when detecting the high teratogenic risk of drugs (MCC and recall rate were 0.312 and 0.851, respectively). Among 196 drugs with teratogenic potential reported by FAERS, 136 (69.4%) drugs were correctly predicted. For the eight commonly used ASMs, 4 of them were predicted as high teratogenic risk drugs, including topiramate, phenobarbital, valproate and phenytoin (predicted probabilities of teratogenic risk were 0.69, 0.60 0.59, and 0.56, respectively), which were consistent with the statement in FDA-approved drug labeling and the high reported prevalence of teratogenicity in epilepsy pregnancy registries. In addition, the structural alerts in ASMs that related to the genotoxic carcinogenicity and mutagenicity, idiosyncratic adverse reaction, potential electrophilic agents and endocrine disruption were identified and discussed. Our findings can be a good complementary for the teratogenic risk assessment in drug development and facilitate the determination of pharmacological therapies during pregnancy.
Collapse
Affiliation(s)
- Liyuan Kang
- College of Chemistry, Sichuan University, Chengdu, China
| | - Yifei Duan
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Cheng Chen
- College of Chemistry, Sichuan University, Chengdu, China
| | - Shihai Li
- College of Chemistry, Sichuan University, Chengdu, China
| | - Menglong Li
- College of Chemistry, Sichuan University, Chengdu, China
| | - Lei Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, China
| | - Zhining Wen
- College of Chemistry, Sichuan University, Chengdu, China
- Medical Big Data Center, Sichuan University, Chengdu, China
| |
Collapse
|
25
|
Anti-Tumor Active Isopropylated Fused Azaisocytosine-Containing Congeners Are Safe for Developing Danio rerio as Well as Red Blood Cells and Activate Apoptotic Caspases in Human Breast Carcinoma Cells. Molecules 2022; 27:molecules27041211. [PMID: 35209001 PMCID: PMC8876100 DOI: 10.3390/molecules27041211] [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: 01/18/2022] [Revised: 02/05/2022] [Accepted: 02/09/2022] [Indexed: 12/04/2022] Open
Abstract
New isopropylated fused azaisocytosine-containing congeners (I-VI) have previously been reported as promising anticancer drug candidates, so further research on these molecules in the preclinical development phase is fully justified and necessary. For this reason, in the present paper, we assess the toxicity/safety profiles of all the compounds using Danio rerio and red blood cell models, and examine the effect of the most selective congeners on the activation of apoptotic caspases in cancer and normal cells. In order to evaluate the effect of each molecule on the development of zebrafish embryos/larvae and to select the safest compounds for further study, various phenotypic parameters (i.e., mortality, hatchability, heart rate, heart oedema, yolk sac utilization, swim bladder development and body shape) were observed, and the half maximal lethal concentration, the maximal non-lethal concentration and no observed adverse effect concentration for each compound were established. The effect of all the isopropylated molecules was compared to that of an anticancer agent pemetrexed. The lipophilicity-dependent structure-toxicity correlations were also determined. To establish the possible interaction of the compounds with red blood cells, an ex vivo hemolysis test was performed. It was shown that almost all of the investigated isopropylated congeners have no adverse phenotypic effect on zebrafish development during five-day exposure at concentrations up to 50 μM (I-III) or up to 20 μM (IV-V), and that they are less toxic for embryos/larvae than pemetrexed, demonstrating their safety. At the same time, all the molecules did not adversely affect the red blood cells, which confirms their very good hemocompatibility. Moreover, they proved to be activators of apoptotic caspases, as they increased caspase-3, -7 and -9 levels in human breast carcinoma cells. The conducted research allows us to select-from among the anticancer active drug candidates-compounds that are safe for developing zebrafish and red blood cells, suitable for further in vivo pharmacological tests.
Collapse
|
26
|
Annunziato KM, Marin M, Liang W, Conlin SM, Qi W, Doherty J, Lee J, Clark JM, Park Y, Timme-Laragy AR. The Nrf2a pathway impacts zebrafish offspring development with maternal preconception exposure to perfluorobutanesulfonic acid. CHEMOSPHERE 2022; 287:132121. [PMID: 34509758 PMCID: PMC8765597 DOI: 10.1016/j.chemosphere.2021.132121] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 07/10/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
Since the voluntary phaseout of perfluorooctanesulfonic acid (PFOS), smaller congeners, such as perfluorobutanesulfonic acid (PFBS) have served as industrial replacements and been detected in contaminated aquifers. This study sought to examine the effects of a maternal preconception PFBS exposure on the development of eggs and healthy offspring. Adult female zebrafish received a one-week waterborne exposure of 0.08, 0.14, and 0.25 mg/L PFBS. After which, females were bred with non-exposed males and embryos collected over 5 successful breeding events. PFBS concentrations were detected in levels ranging from 99 to 253 pg/embryo in the first collection but were below the limit of quantitation by fourth and fifth clutches. Therefore, data were subsequently binned into early collection embryos in which PFBS was detected and late collections, in which PFBS was below quantitation. In the early collection, embryo 24 h survival was significantly reduced. In the late collection, embryo development was impacted with unique patterns emerging between Nrf2a wildtype and mutant larvae. Additionally, the impact of nutrient loading into the embryos was assessed through measurement of fatty acid profiles, total cholesterol, and triglyceride content. There were no clear dose-dependent effects, but again unique patterns were observed between the genotypes. Preconception PFBS exposures were found to alter egg and embryo development, which is mediated by direct toxicant loading in the eggs, nutrient loading into eggs, and the function of Nrf2a. These findings provide insight into the reproductive and developmental effects of PFBS and identify maternal preconception as a novel critical window of exposure.
Collapse
Affiliation(s)
- Kate M Annunziato
- Department of Environmental Health Sciences, University of Massachusetts, Amherst, MA, USA
| | - Marjorie Marin
- Department of Environmental Health Sciences, University of Massachusetts, Amherst, MA, USA; Biotechnology Training Program, University of Massachusetts, Amherst, MA, USA
| | - Wenle Liang
- Department of Environmental Health Sciences, University of Massachusetts, Amherst, MA, USA
| | - Sarah M Conlin
- Department of Environmental Health Sciences, University of Massachusetts, Amherst, MA, USA
| | - Weipeng Qi
- Department of Food Science, University of Massachusetts, Amherst, MA, USA
| | - Jeffery Doherty
- Department of Veterinary and Animal Science, University of Massachusetts, Amherst, MA, USA
| | - Jonghwa Lee
- Department of Veterinary and Animal Science, University of Massachusetts, Amherst, MA, USA
| | - John M Clark
- Department of Veterinary and Animal Science, University of Massachusetts, Amherst, MA, USA
| | - Yeonhwa Park
- Department of Food Science, University of Massachusetts, Amherst, MA, USA
| | - Alicia R Timme-Laragy
- Department of Environmental Health Sciences, University of Massachusetts, Amherst, MA, USA.
| |
Collapse
|
27
|
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
|
28
|
Di Paolo C, Hoffmann S, Witters H, Carrillo JC. Minimum reporting standards based on a comprehensive review of the zebrafish embryo teratogenicity assay. Regul Toxicol Pharmacol 2021; 127:105054. [PMID: 34653553 DOI: 10.1016/j.yrtph.2021.105054] [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: 06/10/2021] [Revised: 09/08/2021] [Accepted: 10/04/2021] [Indexed: 11/20/2022]
Abstract
Reproductive toxicity chemical safety assessment involves extensive use of vertebrate animals for regulatory testing purposes. Although alternative methods such as the zebrafish embryo teratogenicity assay (identified in the present manuscript by the acronym ZETA) are promising for replacing tests with mammals, challenges to regulatory application involve lack of standardization and incomplete validation. To identify key protocol aspects and ultimately support improving this situation, a comprehensive review of the literature on the level of harmonization/standardization and validation status of the ZETA has been conducted. The gaps and needed advances of the available ZETA protocols were evaluated and discussed with respect to its applicability as an alternative approach for teratogenicity assessment. Based on the review outcomes, a set of minimum reporting standards for the experimental protocol is proposed. Together with other initiatives towards implementation of alternative approaches at the screening and regulatory levels, the application of minimum reporting requirements is anticipated to support future method standardization and validation, as well as identifying potential improvement aspects. Present findings are expected to ultimately support advancing the ongoing validation initiatives towards the regulatory acceptance of the ZETA.
Collapse
Affiliation(s)
- Carolina Di Paolo
- Shell Health, Shell International, B.V. Carel van Bylandtlaan 16, 2596, HR, The Hague, the Netherlands.
| | | | - Hilda Witters
- Flemish Institute for Technological Research (VITO), Unit Health, Boeretang 200, B-2400, Mol, Belgium
| | - Juan-Carlos Carrillo
- Shell Health, Shell International, B.V. Carel van Bylandtlaan 16, 2596, HR, The Hague, the Netherlands
| |
Collapse
|