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Kowalski TW, Gomes JDA, Feira MF, Dupont ÁDV, Recamonde-Mendoza M, Vianna FSL. Anticonvulsants and Chromatin-Genes Expression: A Systems Biology Investigation. Front Neurosci 2020; 14:591196. [PMID: 33328862 PMCID: PMC7732676 DOI: 10.3389/fnins.2020.591196] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 10/27/2020] [Indexed: 12/12/2022] Open
Abstract
Embryofetal development is a critical process that needs a strict epigenetic control, however, perturbations in this balance might lead to the occurrence of congenital anomalies. It is known that anticonvulsants potentially affect epigenetics-related genes, however, it is not comprehended whether this unbalance could explain the anticonvulsants-induced fetal syndromes. In the present study, we aimed to evaluate the expression of epigenetics-related genes in valproic acid, carbamazepine, or phenytoin exposure. We selected these three anticonvulsants exposure assays, which used murine or human embryonic stem-cells and were publicly available in genomic databases. We performed a differential gene expression (DGE) and weighted gene co-expression network analysis (WGCNA), focusing on epigenetics-related genes. Few epigenetics genes were differentially expressed in the anticonvulsants' exposure, however, the WGCNA strategy demonstrated a high enrichment of chromatin remodeling genes for the three drugs. We also identified an association of 46 genes related to Fetal Valproate Syndrome, containing SMARCA2 and SMARCA4, and nine genes to Fetal Hydantoin Syndrome, including PAX6, NEUROD1, and TSHZ1. The evaluation of stem-cells under drug exposure can bring many insights to understand the drug-induced damage to the embryofetal development. The candidate genes here presented are potential biomarkers that could help in future strategies for the prevention of congenital anomalies.
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Affiliation(s)
- Thayne Woycinck Kowalski
- Postgraduation Program in Genetics and Molecular Biology, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratory of Immunobiology and Immunogenetics, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,National Institute of Population Medical Genetics (INAGEMP), Porto Alegre, Brazil.,Genomic Medicine Laboratory, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil.,National System of Information on Teratogenic Agents (SIAT), Medical Genetics Service, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil.,Centro Universitário CESUCA, Cachoeirinha, Brazil.,Bioinformatics Core, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | - Julia do Amaral Gomes
- Postgraduation Program in Genetics and Molecular Biology, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratory of Immunobiology and Immunogenetics, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,National Institute of Population Medical Genetics (INAGEMP), Porto Alegre, Brazil.,Genomic Medicine Laboratory, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil.,National System of Information on Teratogenic Agents (SIAT), Medical Genetics Service, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | - Mariléa Furtado Feira
- Postgraduation Program in Genetics and Molecular Biology, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratory of Immunobiology and Immunogenetics, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,National Institute of Population Medical Genetics (INAGEMP), Porto Alegre, Brazil.,Genomic Medicine Laboratory, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | - Ágata de Vargas Dupont
- Laboratory of Immunobiology and Immunogenetics, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Genomic Medicine Laboratory, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
| | - Mariana Recamonde-Mendoza
- Bioinformatics Core, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil.,Institute of Informatics, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Fernanda Sales Luiz Vianna
- Postgraduation Program in Genetics and Molecular Biology, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,Laboratory of Immunobiology and Immunogenetics, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.,National Institute of Population Medical Genetics (INAGEMP), Porto Alegre, Brazil.,Genomic Medicine Laboratory, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil.,National System of Information on Teratogenic Agents (SIAT), Medical Genetics Service, Hospital de Clínicas de Porto Alegre (HCPA), Porto Alegre, Brazil
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Kowalski TW, Dupont ÁDV, Rengel BD, Sgarioni E, Gomes JDA, Fraga LR, Schuler-Faccini L, Vianna FSL. Assembling systems biology, embryo development and teratogenesis: What do we know so far and where to go next? Reprod Toxicol 2019; 88:67-75. [PMID: 31362043 DOI: 10.1016/j.reprotox.2019.07.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 06/28/2019] [Accepted: 07/19/2019] [Indexed: 01/19/2023]
Abstract
The recognition of molecular mechanisms of a teratogen can provide insights to understand its embryopathy, and later to plan strategies for the prevention of new exposures. In this context, experimental research is the most invested approach. Despite its relevance, these assays require financial and time investment. Hence, the evaluation of such mechanisms through systems biology rise as an alternative for this conventional methodology. Systems biology is an integrative field that connects experimental and computational analyses, assembling interaction networks between genes, proteins, and even teratogens. It is a valid strategy to generate new hypotheses, that can later be confirmed in experimental assays. Here, we present a literature review of the application of systems biology in embryo development and teratogenesis studies. We provide a glance at the data available in public databases, and evaluate common mechanisms between different teratogens. Finally, we discuss the advantages of using this strategy in future teratogenesis researches.
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Affiliation(s)
- Thayne Woycinck Kowalski
- Post-Graduation Program in Genetics and Molecular Biology, PPGBM, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Genomic Medicine, Center of Experimental Research, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; National Institute of Medical Population Genetics, INAGEMP, Porto Alegre, Brazil; Sistema Nacional de Informação sobre Agentes Teratogênicos, SIAT, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.
| | - Ágata de Vargas Dupont
- Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Genomic Medicine, Center of Experimental Research, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Bruna Duarte Rengel
- Post-Graduation Program in Genetics and Molecular Biology, PPGBM, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Genomic Medicine, Center of Experimental Research, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; Sistema Nacional de Informação sobre Agentes Teratogênicos, SIAT, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Eduarda Sgarioni
- Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Julia do Amaral Gomes
- Post-Graduation Program in Genetics and Molecular Biology, PPGBM, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Genomic Medicine, Center of Experimental Research, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; National Institute of Medical Population Genetics, INAGEMP, Porto Alegre, Brazil; Sistema Nacional de Informação sobre Agentes Teratogênicos, SIAT, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Lucas Rosa Fraga
- Sistema Nacional de Informação sobre Agentes Teratogênicos, SIAT, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; Department of Morphological Sciences, Institute of Health Sciences, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Lavínia Schuler-Faccini
- Post-Graduation Program in Genetics and Molecular Biology, PPGBM, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; National Institute of Medical Population Genetics, INAGEMP, Porto Alegre, Brazil; Sistema Nacional de Informação sobre Agentes Teratogênicos, SIAT, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
| | - Fernanda Sales Luiz Vianna
- Post-Graduation Program in Genetics and Molecular Biology, PPGBM, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Medical Genetics and Evolution, Genetics Department, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil; Laboratory of Genomic Medicine, Center of Experimental Research, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; National Institute of Medical Population Genetics, INAGEMP, Porto Alegre, Brazil; Sistema Nacional de Informação sobre Agentes Teratogênicos, SIAT, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; Group of Post-Graduation Research, GPPG, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.
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