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In silico assessment of mixture toxicity mechanisms involved in the pathogenesis of thyroid diseases: The combination of toxic metal(oid)s and decabrominated diphenyl ether

Authorized Users Only
2023
Authors
Radović, Biljana
Stojilković, Nikola
Ćurčić, Marijana
Antonijević-Miljaković, Evica
Buha-Đorđević, Aleksandra
Vukelić-Javorac, Dragana
Baralić, Katarina
Đukić-Ćosić, Danijela
Bulat, Zorica
Antonijević, Biljana
Article (Published version)
Metadata
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Abstract
The current study aimed to assess the connection between the mixture of lead (Pb), cadmium (Cd), arsenic (As), methylmercury (MeHg) and decabrominated diphenyl ether (decaBDE) and thyroid function, by using in silico toxicogenomic data-mining approach. To obtain the linkage between investigated toxic mixture and thyroid diseases (TDs), the Comparative Toxicogenomics Database (CTD) was used, while gene ontology (GO) enrichment analysis was performed by ToppGeneSuite portal. The analysis has shown 10 genes connected to all chemicals present in the mixture and TDs (CAT, GSR, IFNG, IL1B, IL4, IL6, MAPK1, SOD2, TGFB1, TNF), most of which were in co-expression (45.68%), or belonged to the same pathway (30.47%). Top 5 biological processes and molecular functions affected by the investigated mixture emphasized the role of two common mechanisms – oxidative stress and inflammation. Cytokines and inflammatory response was listed as the main molecular pathway that may be triggered by simultaneous ...exposure to toxic metal(oid)s and decaBDE and connected to TDs. The direct relations between Pb/decaBDE and redox status impairment in thyroid tissue was confirmed by our chemical-phenotype interaction analysis, while the strongest linkage between Pb, As and decaBDE and thyroid disorders was found. The obtained results provide better understanding of molecular mechanisms involved in the thyrotoxicity of the investigated mixture, and can be used to direct further research.

Keywords:
BDE209 / Co-exposure / Thyroid disruptors / Toxic metal(oid)s / Toxicogenomic data-mining
Source:
Toxicology, 2023, 489
Publisher:
  • Elsevier Ireland Ltd
Funding / projects:
  • Ministry of Education, Science and Technological Development, Republic of Serbia, Grant no. 200161 (University of Belgrade, Faculty of Pharmacy) (RS-200161)

DOI: 10.1016/j.tox.2023.153496

ISSN: 0300-483X

PubMed: 36933645

Scopus: 2-s2.0-85151026514
[ Google Scholar ]
1
URI
https://farfar.pharmacy.bg.ac.rs/handle/123456789/4613
Collections
  • Radovi istraživača / Researchers’ publications
Institution/Community
Pharmacy
TY  - JOUR
AU  - Radović, Biljana
AU  - Stojilković, Nikola
AU  - Ćurčić, Marijana
AU  - Antonijević-Miljaković, Evica
AU  - Buha-Đorđević, Aleksandra
AU  - Vukelić-Javorac, Dragana
AU  - Baralić, Katarina
AU  - Đukić-Ćosić, Danijela
AU  - Bulat, Zorica
AU  - Antonijević, Biljana
PY  - 2023
UR  - https://farfar.pharmacy.bg.ac.rs/handle/123456789/4613
AB  - The current study aimed to assess the connection between the mixture of lead (Pb), cadmium (Cd), arsenic (As), methylmercury (MeHg) and decabrominated diphenyl ether (decaBDE) and thyroid function, by using in silico toxicogenomic data-mining approach. To obtain the linkage between investigated toxic mixture and thyroid diseases (TDs), the Comparative Toxicogenomics Database (CTD) was used, while gene ontology (GO) enrichment analysis was performed by ToppGeneSuite portal. The analysis has shown 10 genes connected to all chemicals present in the mixture and TDs (CAT, GSR, IFNG, IL1B, IL4, IL6, MAPK1, SOD2, TGFB1, TNF), most of which were in co-expression (45.68%), or belonged to the same pathway (30.47%). Top 5 biological processes and molecular functions affected by the investigated mixture emphasized the role of two common mechanisms – oxidative stress and inflammation. Cytokines and inflammatory response was listed as the main molecular pathway that may be triggered by simultaneous exposure to toxic metal(oid)s and decaBDE and connected to TDs. The direct relations between Pb/decaBDE and redox status impairment in thyroid tissue was confirmed by our chemical-phenotype interaction analysis, while the strongest linkage between Pb, As and decaBDE and thyroid disorders was found. The obtained results provide better understanding of molecular mechanisms involved in the thyrotoxicity of the investigated mixture, and can be used to direct further research.
PB  - Elsevier Ireland Ltd
T2  - Toxicology
T1  - In silico assessment of mixture toxicity mechanisms involved in the pathogenesis of thyroid diseases: The combination of toxic metal(oid)s and decabrominated diphenyl ether
VL  - 489
DO  - 10.1016/j.tox.2023.153496
ER  - 
@article{
author = "Radović, Biljana and Stojilković, Nikola and Ćurčić, Marijana and Antonijević-Miljaković, Evica and Buha-Đorđević, Aleksandra and Vukelić-Javorac, Dragana and Baralić, Katarina and Đukić-Ćosić, Danijela and Bulat, Zorica and Antonijević, Biljana",
year = "2023",
abstract = "The current study aimed to assess the connection between the mixture of lead (Pb), cadmium (Cd), arsenic (As), methylmercury (MeHg) and decabrominated diphenyl ether (decaBDE) and thyroid function, by using in silico toxicogenomic data-mining approach. To obtain the linkage between investigated toxic mixture and thyroid diseases (TDs), the Comparative Toxicogenomics Database (CTD) was used, while gene ontology (GO) enrichment analysis was performed by ToppGeneSuite portal. The analysis has shown 10 genes connected to all chemicals present in the mixture and TDs (CAT, GSR, IFNG, IL1B, IL4, IL6, MAPK1, SOD2, TGFB1, TNF), most of which were in co-expression (45.68%), or belonged to the same pathway (30.47%). Top 5 biological processes and molecular functions affected by the investigated mixture emphasized the role of two common mechanisms – oxidative stress and inflammation. Cytokines and inflammatory response was listed as the main molecular pathway that may be triggered by simultaneous exposure to toxic metal(oid)s and decaBDE and connected to TDs. The direct relations between Pb/decaBDE and redox status impairment in thyroid tissue was confirmed by our chemical-phenotype interaction analysis, while the strongest linkage between Pb, As and decaBDE and thyroid disorders was found. The obtained results provide better understanding of molecular mechanisms involved in the thyrotoxicity of the investigated mixture, and can be used to direct further research.",
publisher = "Elsevier Ireland Ltd",
journal = "Toxicology",
title = "In silico assessment of mixture toxicity mechanisms involved in the pathogenesis of thyroid diseases: The combination of toxic metal(oid)s and decabrominated diphenyl ether",
volume = "489",
doi = "10.1016/j.tox.2023.153496"
}
Radović, B., Stojilković, N., Ćurčić, M., Antonijević-Miljaković, E., Buha-Đorđević, A., Vukelić-Javorac, D., Baralić, K., Đukić-Ćosić, D., Bulat, Z.,& Antonijević, B.. (2023). In silico assessment of mixture toxicity mechanisms involved in the pathogenesis of thyroid diseases: The combination of toxic metal(oid)s and decabrominated diphenyl ether. in Toxicology
Elsevier Ireland Ltd., 489.
https://doi.org/10.1016/j.tox.2023.153496
Radović B, Stojilković N, Ćurčić M, Antonijević-Miljaković E, Buha-Đorđević A, Vukelić-Javorac D, Baralić K, Đukić-Ćosić D, Bulat Z, Antonijević B. In silico assessment of mixture toxicity mechanisms involved in the pathogenesis of thyroid diseases: The combination of toxic metal(oid)s and decabrominated diphenyl ether. in Toxicology. 2023;489.
doi:10.1016/j.tox.2023.153496 .
Radović, Biljana, Stojilković, Nikola, Ćurčić, Marijana, Antonijević-Miljaković, Evica, Buha-Đorđević, Aleksandra, Vukelić-Javorac, Dragana, Baralić, Katarina, Đukić-Ćosić, Danijela, Bulat, Zorica, Antonijević, Biljana, "In silico assessment of mixture toxicity mechanisms involved in the pathogenesis of thyroid diseases: The combination of toxic metal(oid)s and decabrominated diphenyl ether" in Toxicology, 489 (2023),
https://doi.org/10.1016/j.tox.2023.153496 . .

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