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dc.creatorBožić, Dragica
dc.creatorŽivančević, Katarina
dc.creatorBaralić, Katarina
dc.creatorAntonijević-Miljaković, Evica
dc.creatorBuha-Đorđević, Aleksandra
dc.creatorĆurčić, Marijana
dc.creatorBulat, Zorica
dc.creatorAntonijević, Biljana
dc.creatorĐukić-Ćosić, Danijela
dc.date.accessioned2023-02-14T13:59:21Z
dc.date.available2023-02-14T13:59:21Z
dc.date.issued2023
dc.identifier.issn0753-3322
dc.identifier.urihttps://farfar.pharmacy.bg.ac.rs/handle/123456789/4425
dc.description.abstractSulforaphane (SFN) is a naturally occurring molecule present in plants from Brassica family. It becomes bioactive after hydrolytic reaction mediated by myrosinase or human gastrointestinal microbiota. Sulforaphane gained scientific popularity due to its antioxidant and anti-cancer properties. However, its toxicity profile and potential to cause adverse effects remain largely unidentified. Thus, this study aimed to generate SFN-triggered adverse outcome pathway (AOP) by looking at the relationship between SFN-chemical structure and its toxicity, as well as SFN-gene interactions. Quantitative structure-activity relationship (QSAR) analysis identified 2 toxophores (Derek Nexus software) that have the potential to cause chromosomal damage and skin sensitization in mammals or mutagenicity in bacteria. Data extracted from Comparative Toxicogenomics Database (CTD) linked SFN with previously proposed outcomes via gene interactions. The total of 11 and 146 genes connected SFN with chromosomal damage and skin diseases, respectively. However, network analysis (NetworkAnalyst tool) revealed that these genes function in wider networks containing 490 and 1986 nodes, respectively. The over-representation analysis (ExpressAnalyst tool) pointed out crucial biological pathways regulated by SFN-interfering genes. These pathways are uploaded to AOP-helpFinder tool which found the 2321 connections between 19 enriched pathways and SFN which were further considered as key events. Two major, interconnected AOPs were generated: first starting from disruption of biological pathways involved in cell cycle and cell proliferation leading to increased apoptosis, and the second one connecting activated immune system signaling pathways to inflammation and apoptosis. In both cases, chromosomal damage and/or skin diseases such as dermatitis or psoriasis appear as adverse outcomes.
dc.publisherElsevier
dc.relationThe Ministry of Education, Science and Technological Development of the Republic of Serbia, in the framework of scientific cooperation with the People’s Republic of China (451-03-1203/2021-09)
dc.relationThe State’s Key Project of Research and Development Plan of the People’s Republic of China (No. 2021YFE0110600)
dc.rightsopenAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.sourceBiomedicine and Pharmacotherapy
dc.subjectAdverse outcome pathway
dc.subjectChromosomal damage
dc.subjectSkin diseases
dc.subjectSulforaphane
dc.subjectToxicology systems approach
dc.titleConducting bioinformatics analysis to predict sulforaphane-triggered adverse outcome pathways in healthy human cells
dc.typearticle
dc.rights.licenseBY-NC-ND
dc.citation.volume160
dc.citation.rankaM21~
dc.identifier.wos000927805000001
dc.identifier.doi10.1016/j.biopha.2023.114316
dc.identifier.pmid36731342
dc.identifier.scopus2-s2.0-85147200551
dc.identifier.fulltexthttp://farfar.pharmacy.bg.ac.rs/bitstream/id/11877/Conducting_bioinformatics_analysis_pub_2023.pdf
dc.type.versionpublishedVersion


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