In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm

From January 2020, COVID-19 is spreading around the world producing serious respiratory symptoms in infected patients that in some cases can be complicated by the severe acute respiratory syndrome, sepsis and septic shock, multiorgan failure, including acute kidney injury and cardiac injury. Cost an...

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Veröffentlicht in:PloS one 2020-10, Vol.15 (10), p.e0240149-e0240149
Hauptverfasser: Artigas, Laura, Coma, Mireia, Matos-Filipe, Pedro, Aguirre-Plans, Joaquim, Farrés, Judith, Valls, Raquel, Fernandez-Fuentes, Narcis, de la Haba-Rodriguez, Juan, Olvera, Alex, Barbera, Jose, Morales, Rafael, Oliva, Baldo, Mas, Jose Manuel, Srinivasan, Narayanaswamy
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container_issue 10
container_start_page e0240149
container_title PloS one
container_volume 15
creator Artigas, Laura
Coma, Mireia
Matos-Filipe, Pedro
Aguirre-Plans, Joaquim
Farrés, Judith
Valls, Raquel
Fernandez-Fuentes, Narcis
de la Haba-Rodriguez, Juan
Olvera, Alex
Barbera, Jose
Morales, Rafael
Oliva, Baldo
Mas, Jose Manuel
Srinivasan, Narayanaswamy
description From January 2020, COVID-19 is spreading around the world producing serious respiratory symptoms in infected patients that in some cases can be complicated by the severe acute respiratory syndrome, sepsis and septic shock, multiorgan failure, including acute kidney injury and cardiac injury. Cost and time efficient approaches to reduce the burthen of the disease are needed. To find potential COVID-19 treatments among the whole arsenal of existing drugs, we combined system biology and artificial intelligence-based approaches. The drug combination of pirfenidone and melatonin has been identified as a candidate treatment that may contribute to reduce the virus infection. Starting from different drug targets the effect of the drugs converges on human proteins with a known role in SARS-CoV-2 infection cycle. Simultaneously, GUILDify v2.0 web server has been used as an alternative method to corroborate the effect of pirfenidone and melatonin against the infection of SARS-CoV-2. We have also predicted a potential therapeutic effect of the drug combination over the respiratory associated pathology, thus tackling at the same time two important issues in COVID-19. These evidences, together with the fact that from a medical point of view both drugs are considered safe and can be combined with the current standard of care treatments for COVID-19 makes this combination very attractive for treating patients at stage II, non-severe symptomatic patients with the presence of virus and those patients who are at risk of developing severe pulmonary complications.
doi_str_mv 10.1371/journal.pone.0240149
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subjects Artificial intelligence
Bioinformatics
Biology
Biology and Life Sciences
Clinical trials
Complications
Complications and side effects
Computer and Information Sciences
Coronaviruses
COVID-19
Cytokine storm
Cytokines
Development and progression
Drug therapy
Drugs
Funding
Gene expression
Infections
Injury prevention
Medical treatment
Medicine and health sciences
Melatonin
Methods
Patient outcomes
Patients
Pirfenidone
Proteins
Renal failure
Respiratory diseases
Respiratory distress syndrome
Sepsis
Septic shock
Severe acute respiratory syndrome
Severe acute respiratory syndrome coronavirus 2
Signs and symptoms
Software
Supervision
Therapeutic targets
Viral diseases
Viruses
title In-silico drug repurposing study predicts the combination of pirfenidone and melatonin as a promising candidate therapy to reduce SARS-CoV-2 infection progression and respiratory distress caused by cytokine storm
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