Elucidating the influence of environmentally relevant toxic metal mixture on molecular mechanisms involved in the development of neurodegenerative diseases: In silico toxicogenomic data-mining

毒理基因组学 生物信息学 神经退行性变 计算生物学 生物 生物信息学 基因表达 疾病 医学 遗传学 基因 病理
作者
Katarina Živančević,Katarina Baralić,Dragica Jorgovanović,Aleksandra Buha Djordjević,Marijana Ćurčić,Evica Antonijević Miljaković,Biljana Antonijević,Zorica Bulat,Danijela Đukić-Ćosić
出处
期刊:Environmental Research [Elsevier BV]
卷期号:194: 110727-110727 被引量:31
标识
DOI:10.1016/j.envres.2021.110727
摘要

This in silico toxicogenomic analysis aims to: (i) testify the hypothesis about the influence of the environmentally relevant toxic metals (lead, methylmercury (organic form of mercury), cadmium and arsenic) on molecular mechanisms involved in amyotrophic lateral sclerosis (ALS), Parkinson's Disease (PD) and Alzheimer's disease (AD) development; and (ii) demonstrate the capability of in silico toxicogenomic data-mining for distinguishing the probable mechanisms of mixture-induced toxic effects. The Comparative Toxicogenomics Database (CTD; http://ctd . mdibl.org ) and Cytoscape software were used as the main data-mining tools in this analysis. The results have shown that there were 7, 13 and 14 common genes for all the metals present in the mixture for each of the selected neurodegenerative disease (ND), respectively: ALS, PD and AD. Physical interactions (68.18%) were the most prominent interactions between the genes extracted for ALS, co-expression (60.85%) for PD and interactions predicted by the server (44.30%) for AD. SOD2 gene was noted as the mutual gene for all the selected ND. Oxidative stress, folate metabolism, vitamin B12, AGE-RAGE, apoptosis were noted as the key disrupted molecular pathways that contribute to the neurodegenerative disease's development. Gene ontology analysis revealed biological processes affected by the investigated mixture (glutathione metabolic process was listed as the most important for ALS, cellular response to toxic substance for PD, and neuron death for AD). Our results emphasize the role of oxidative stress, particularly SOD2, in neurodegeneration triggered by environmental toxic metal mixture and give a new insight into common molecular mechanisms involved in ALS, PD and AD pathology. • Toxic metals' mixture is suggested to alter 7 (ALS), 13 (PD) and 14 (AD) genes. • Listed interactions: Physical (ALS), Co-expression (PD), Predicted by server (AD). • SOD2 was common to all three investigated diseases and toxic metal mixture. • Annotated pathways: Oxidative stress, Folate, Vitamin B12, AGE-RAGE, Apoptosis. • Biological processes: Glutathione (ALS), Cellular response (PD), Neuron death (AD).
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