The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic is undeniably the most severe global health emergency since the 1918 Influenza outbreak. Depending on its evolutionary trajectory, the virus is expected to establish itself as an endemic infectious respiratory disease exhibiting seasonal flare-ups. Therefore, despite the unprecedented rally to reach a vaccine that can offer widespread immunization, it is equally important to reach effective prevention and treatment regimens for coronavirus disease 2019 (COVID-19). Contributing to this effort, we have curated and analyzed multi-source and multi-omics publicly available data from patients, cell lines and databases in order to fuel a multiplex computational drug repurposing approach. We devised a network-based integration of multi-omic data to prioritize the most important genes related to COVID-19 and subsequently re-rank the identified candidate drugs. Our approach resulted in a highly informed integrated drug shortlist by combining structural diversity filtering along with experts’ curation and drug–target mapping on the depicted molecular pathways. In addition to the recently proposed drugs that are already generating promising results such as dexamethasone and remdesivir, our list includes inhibitors of Src tyrosine kinase (bosutinib, dasatinib, cytarabine and saracatinib), which appear to be involved in multiple COVID-19 pathophysiological mechanisms. In addition, we highlight specific immunomodulators and anti-inflammatory drugs like dactolisib and methotrexate and inhibitors of histone deacetylase like hydroquinone and vorinostat with potential beneficial effects in their mechanisms of action. Overall, this multiplex drug repurposing approach, developed and utilized herein specifically for SARS-CoV-2, can offer a rapid mapping and drug prioritization against any pathogen-related disease.
Background. Dietary restriction (DR) is gaining ground as a means to prevent and treat a range of conditions and diseases. In our study we address the impact of periodic abstinence from animal products (periodic veganism) on markers of health. Methods. We profiled 200 periodic vegan (PV) individuals who switch between an omnivorous and a vegan diet, abstaining for 180–200 days annually, in a highly structured manner. We also profiled 211 non–vegan (NV), omnivorous individuals. Traits were measured at two timepoints, the first capturing a period of omnivory for both groups, the second capturing a period during which PV individuals only had followed a vegan diet for three to four weeks. We report results on blood lipids (total, LDL, and HDL cholesterol, triglycerides), glucose metabolism (glucose, insulin, HBA1c), renal function (urea, uric acid, creatinine), liver function (AST, ALT, γ–GT), bone/liver function (ALP), thyroid function (TSH), inflammation (CRP), complete blood counts, anthropometric traits and blood pressure. Results. Upon DR, PV individuals display decreased levels of total and LDL cholesterol [both β=-0.3, 95% CI:(-0.4, -0.2) mmol/L] and of CRP [β=-1.3, 95% CI:(-2.1, -0.5) mg/L] which drops by 28%. Compared to NV, PV individuals display consistently lower counts of total white blood cells (WBC) [β=-0.4, 95% C.I:(-0.6,-0.3) K/μL] and neutrophils [β=-0.4, 95% C.I:(-0.5,-0.2) x10^3/μl], but higher levels of ALP [β=5.9, 95% C.I:(2.7,9.1) U/L], suggesting detrimental effects on bone health. Conclusion. Harnessing dietary intake to prevent and treat disease is a promising approach that should also be explored for synergies with pharmacological therapies.
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