{Reference Type}: Journal Article
{Title}: In silico analysis of the impact of toxic metals on COVID-19 complications: molecular insights.
{Author}: Živanović J;Baralić K;Živančević K;Božić D;Marić Đ;Miljaković EA;Đorđević AB;Ćurčić M;Bulat Z;Antonijević B;Đukić-Ćosić D;
{Journal}: Arh Hig Rada Toksikol
{Volume}: 75
{Issue}: 2
{Year}: 2024 Jun 1
{Factor}: 2.078
{DOI}: 10.2478/aiht-2024-75-3819
{Abstract}: COVID-19 can cause a range of complications, including cardiovascular, renal, and/or respiratory insufficiencies, yet little is known of its potential effects in persons exposed to toxic metals. The aim of this study was to answer this question with in silico toxicogenomic methods that can provide molecular insights into COVID-19 complications owed to exposure to arsenic, cadmium, lead, mercury, nickel, and chromium. For this purpose we relied on the Comparative Toxicogenomic Database (CTD), GeneMANIA, and ToppGene Suite portal and identified a set of five common genes (IL1B, CXCL8, IL6, IL10, TNF) for the six metals and COVID-19, all of which code for pro-inflammatory and anti-inflammatory cytokines. The list was expanded with additional 20 related genes. Physical interactions are the most common between the genes affected by the six metals (77.64 %), while the dominant interaction between the genes affected by each metal separately is co-expression (As 56.35 %, Cd 64.07 %, Pb 71.5 %, Hg 81.91 %, Ni 64.28 %, Cr 88.51 %). Biological processes, molecular functions, and pathways in which these 25 genes participate are closely related to cytokines and cytokine storm implicated in the development of COVID-19 complications. In other words, our findings confirm that exposure to toxic metals, alone or in combinations, might escalate COVID-19 severity.<BR>COVID-19 može izazvati niz komplikacija, uključujući kardiovaskularnu, bubrežnu i/ili respiratornu insuficijenciju, ali se malo zna o njegovim potencijalnim učincima u osoba koje su izložene toksičnim metalima. Cilj ovog istraživanja bio je odgovoriti na to pitanje pomoću in silico toksikogenomske metode, koja može pružiti molekularni uvid u komplikacije bolesti COVID-19 uslijed izloženosti arsenu, kadmiju, olovu, živi, niklu i kromu. U tu su svrhu korišteni Komparativna toksikogenomska baza podataka (CTD), GeneMANIA i ToppGene Suite portal te je identificirana skupina od pet zajedničkih gena (IL1B, CXCL8, IL6, IL10, TNF) za šest metala i COVID-19, koji svi kodiraju proinflamatorne i antiinflamatorne citokine. Lista je proširena s dodatnih 20 srodnih gena. Fizičke interakcije dominirale su između gena na koje utječe kombinacija ispitivanih metala (77,64 %), a koekspresija je dominantna interakcija između gena na koje djeluju pojedinačni metali (As 56,35 %, Cd 64,07 %, Pb 71,5 %, Hg 81,91 %, Ni 64,28 %, Cr 88,51 %). Biološki procesi, molekulske funkcije i putovi u kojima sudjeluje tih 25 gena blisko su povezani s citokinima i citokinskom olujom, koja je uključena u razvoj komplikacija bolesti COVID-19. Drugim riječima, ovi rezultati potvrđuju da izloženost toksičnim metalima, bilo pojedinačno ili u kombinaciji, može dovesti do razvoja težih oblika bolesti COVID-19.