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Involvement of toxic metals and PCBs mixture in the thyroid and male reproductive toxicity: In silico toxicogenomic data mining

Authorized Users Only
2023
Authors
Stojilković, Nikola
Radović, Biljana
Vukelić, Dragana
Ćurčić, Marijana
Antonijević-Miljaković, Evica
Buha-Đorđević, Aleksandra
Baralić, Katarina
Marić, Đurđica
Bulat, Zorica
Đukić-Ćosić, Danijela
Antonijević, Biljana
Article (Published version)
Metadata
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Abstract
Toxicological research is mostly limited to considering the effects of a single substance, even though the real exposure of people is reflected in their daily exposure to many different chemical substances in low-doses. This in silico toxicogenomic study aims to provide evidence for the selected environmental (organo)metals (lead, cadmium, methyl mercury) + polychlorinated biphenyls mixture involvement in the possible alteration of thyroid, and male reproductive system function, and furthermore to predict the possible toxic mechanisms of the environmental cocktail. The Comparative Toxicogenomic Database, GeneMANIA online software, and ToppGene Suite portal were used as the main tools for toxicogenomic data mining and gene ontology analysis. The results show that 35 annotated common genes between selected chemicals and endocrine system diseases can interact on the co-expression level. Our study highlighted the disruption of the cytokines, the cell's response to oxidative stress, and the... influence of the transcription factors as the potential core of toxicological mechanisms of the discussed mixture's effects. The connected toxicological effects of the tested mixture were abnormal sperm cells, a disrupted level of testosterone, and thyroid hormones. The core mechanisms of these effects were inflammation, oxidative stress, disruption of androgen receptor signaling, and the alteration of the FOXO3-Keap-1/NRF2-HMOX1-NQO1 pathway signaling most likely controlled by the co-expression of overlapped genes among used chemicals. This in silico research can be used as a potential core for the determination of biomarkers that can be monitored in future further in vitro and in vivo experiments.

Keywords:
Oxidative stress / Inflammation / Bioinformatics / Androgen receptor / Heavy metals / PCBs
Source:
Environmental Research, 2023
Publisher:
  • Elsevier
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.envres.2023.117274

ISSN: 0013-9351

PubMed: 37797666

Scopus: 2-s2.0-85173480663
[ Google Scholar ]
URI
https://farfar.pharmacy.bg.ac.rs/handle/123456789/5142
Collections
  • Radovi istraživača / Researchers’ publications
Institution/Community
Pharmacy
TY  - JOUR
AU  - Stojilković, Nikola
AU  - Radović, Biljana
AU  - Vukelić, Dragana
AU  - Ćurčić, Marijana
AU  - Antonijević-Miljaković, Evica
AU  - Buha-Đorđević, Aleksandra
AU  - Baralić, Katarina
AU  - Marić, Đurđica
AU  - Bulat, Zorica
AU  - Đukić-Ćosić, Danijela
AU  - Antonijević, Biljana
PY  - 2023
UR  - https://farfar.pharmacy.bg.ac.rs/handle/123456789/5142
AB  - Toxicological research is mostly limited to considering the effects of a single substance, even though the real exposure of people is reflected in their daily exposure to many different chemical substances in low-doses. This in silico toxicogenomic study aims to provide evidence for the selected environmental (organo)metals (lead, cadmium, methyl mercury) + polychlorinated biphenyls mixture involvement in the possible alteration of thyroid, and male reproductive system function, and furthermore to predict the possible toxic mechanisms of the environmental cocktail. The Comparative Toxicogenomic Database, GeneMANIA online software, and ToppGene Suite portal were used as the main tools for toxicogenomic data mining and gene ontology analysis. The results show that 35 annotated common genes between selected chemicals and endocrine system diseases can interact on the co-expression level. Our study highlighted the disruption of the cytokines, the cell's response to oxidative stress, and the influence of the transcription factors as the potential core of toxicological mechanisms of the discussed mixture's effects. The connected toxicological effects of the tested mixture were abnormal sperm cells, a disrupted level of testosterone, and thyroid hormones. The core mechanisms of these effects were inflammation, oxidative stress, disruption of androgen receptor signaling, and the alteration of the FOXO3-Keap-1/NRF2-HMOX1-NQO1 pathway signaling most likely controlled by the co-expression of overlapped genes among used chemicals. This in silico research can be used as a potential core for the determination of biomarkers that can be monitored in future further in vitro and in vivo experiments.
PB  - Elsevier
T2  - Environmental Research
T1  - Involvement of toxic metals and PCBs mixture in the thyroid and male reproductive toxicity: In silico toxicogenomic data mining
DO  - 10.1016/j.envres.2023.117274
ER  - 
@article{
author = "Stojilković, Nikola and Radović, Biljana and Vukelić, Dragana and Ćurčić, Marijana and Antonijević-Miljaković, Evica and Buha-Đorđević, Aleksandra and Baralić, Katarina and Marić, Đurđica and Bulat, Zorica and Đukić-Ćosić, Danijela and Antonijević, Biljana",
year = "2023",
abstract = "Toxicological research is mostly limited to considering the effects of a single substance, even though the real exposure of people is reflected in their daily exposure to many different chemical substances in low-doses. This in silico toxicogenomic study aims to provide evidence for the selected environmental (organo)metals (lead, cadmium, methyl mercury) + polychlorinated biphenyls mixture involvement in the possible alteration of thyroid, and male reproductive system function, and furthermore to predict the possible toxic mechanisms of the environmental cocktail. The Comparative Toxicogenomic Database, GeneMANIA online software, and ToppGene Suite portal were used as the main tools for toxicogenomic data mining and gene ontology analysis. The results show that 35 annotated common genes between selected chemicals and endocrine system diseases can interact on the co-expression level. Our study highlighted the disruption of the cytokines, the cell's response to oxidative stress, and the influence of the transcription factors as the potential core of toxicological mechanisms of the discussed mixture's effects. The connected toxicological effects of the tested mixture were abnormal sperm cells, a disrupted level of testosterone, and thyroid hormones. The core mechanisms of these effects were inflammation, oxidative stress, disruption of androgen receptor signaling, and the alteration of the FOXO3-Keap-1/NRF2-HMOX1-NQO1 pathway signaling most likely controlled by the co-expression of overlapped genes among used chemicals. This in silico research can be used as a potential core for the determination of biomarkers that can be monitored in future further in vitro and in vivo experiments.",
publisher = "Elsevier",
journal = "Environmental Research",
title = "Involvement of toxic metals and PCBs mixture in the thyroid and male reproductive toxicity: In silico toxicogenomic data mining",
doi = "10.1016/j.envres.2023.117274"
}
Stojilković, N., Radović, B., Vukelić, D., Ćurčić, M., Antonijević-Miljaković, E., Buha-Đorđević, A., Baralić, K., Marić, Đ., Bulat, Z., Đukić-Ćosić, D.,& Antonijević, B.. (2023). Involvement of toxic metals and PCBs mixture in the thyroid and male reproductive toxicity: In silico toxicogenomic data mining. in Environmental Research
Elsevier..
https://doi.org/10.1016/j.envres.2023.117274
Stojilković N, Radović B, Vukelić D, Ćurčić M, Antonijević-Miljaković E, Buha-Đorđević A, Baralić K, Marić Đ, Bulat Z, Đukić-Ćosić D, Antonijević B. Involvement of toxic metals and PCBs mixture in the thyroid and male reproductive toxicity: In silico toxicogenomic data mining. in Environmental Research. 2023;.
doi:10.1016/j.envres.2023.117274 .
Stojilković, Nikola, Radović, Biljana, Vukelić, Dragana, Ćurčić, Marijana, Antonijević-Miljaković, Evica, Buha-Đorđević, Aleksandra, Baralić, Katarina, Marić, Đurđica, Bulat, Zorica, Đukić-Ćosić, Danijela, Antonijević, Biljana, "Involvement of toxic metals and PCBs mixture in the thyroid and male reproductive toxicity: In silico toxicogenomic data mining" in Environmental Research (2023),
https://doi.org/10.1016/j.envres.2023.117274 . .

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