Project description:Remdesivir (Veklury®), a nucleotide analogue prodrug with broad-spectrum antiviral activity, is approved for the treatment of coronavirus disease 2019 (COVID-19), the illness caused by severe acute respiratory syndrome coronavirus 2 infection. Unlike some antivirals, remdesivir has a low potential for drug-drug interactions. In the pivotal ACTT-1 trial in hospitalized patients with COVID-19, daily intravenous infusions of remdesivir significantly reduced time to recovery relative to placebo. Subsequent trials provided additional support for the efficacy of remdesivir in hospitalized patients with moderate or severe COVID-19, with a greater benefit seen in patients with minimal oxygen requirements at baseline. Clinical trials also demonstrated the efficacy of remdesivir in other patient populations, including outpatients at high risk for progression to severe COVID-19, as well as hospitalized paediatric patients. In terms of mortality, results were equivocal. However, remdesivir appeared to have a small mortality benefit in hospitalized patients who were not already being ventilated at baseline. Remdesivir was generally well tolerated in clinical trials, but pharmacovigilance data found an increased risk of hepatic, renal and cardiovascular adverse drug reactions in the real-world setting. In conclusion, remdesivir represents a useful treatment option for patients with COVID-19, particularly those who require supplemental oxygen.
Project description:Human coronaviruses (HCoV) were discovered in the 1960s and were originally thought to cause only mild upper respiratory tract diseases in immunocompetent hosts. This view changed since the beginning of this century, with the 2002 SARS (severe acute respiratory syndrome) epidemic and the 2012 MERS (Middle East respiratory syndrome) outbreak, two zoonotic infections that resulted in mortality rates of approximately 10% and 35%, respectively. Despite the importance of these pathogens, no approved antiviral drugs for the treatment of human coronavirus infections became available. However, remdesivir, a nucleotide analogue prodrug originally developed for the treatment of Ebola virus, was found to inhibit the replication of a wide range of human and animal coronaviruses in vitro and in preclinical studies. It is therefore not surprising that when the highly pathogenic SARS-CoV-2 coronavirus emerged in late 2019 in China, causing global health concern due to the virus strong human-to-human transmission ability, remdesivir was one of the first clinical candidates that received attention. After in vitro studies had shown its antiviral activity against SARS-CoV-2, and a first patient was successfully treated with the drug in the USA, a number of trials on remdesivir were initiated. Several had encouraging results, particularly the ACTT-1 double blind, randomized, and placebo controlled trial that has shown shortening of the time to recovery in hospitalized patients treated with remdesivir. The results of other trials were instead negative. Here, we provide an overview of remdesivir discovery, molecular mechanism of action, and initial and current clinical studies on its efficacy.
Project description:We develop an innovative framework to study how hoteliers apply inventory control and price discrimination taking into account seasonality. We end up with a time-varying model that, using publicly available information, connects the early booking and last-minute pricing decisions. In doing so, we account for the expected demand size and price elasticity, the inventory put on sales, and the last-minute demand shocks. An analysis focused on 100 hotels in Milan (Italy) shows that during the Covid-19 last-minute discounts/surcharges remain stable over long periods while the role of advance booking as a lever for revenue management is reduced. Moreover, the pandemic has increased the last-minute adjustment at the short advance booking, especially for midweek days.