This retrospective study aims to perform a medication risk stratification using drug claims data and to simulate the impact of the addition of various repurposed drugs on the Medication Risk Score (MRS) in a health insurance population. Our clinical tool would enable us to identify potential multi-drug interactions and potentially reduce the risk of adverse drug events (ADE) developing in these patients infected with COVID-19.
Certain investigational agents have been described in observational series or are being used anecdotally based on in vitro or extrapolated evidence. It is important to acknowledge that there are no controlled data supporting the use of any of these agents, and their efficacy for COVID-19 is unknown. FDA-approved drugs such as chloroquine/hydroxychloroquine, lopinavir/ritonavir, monoclonal IL-6 antibodies, JAK inhibitors, thalidomide, and the new investigational drug remdesivir, have been proposed for repurposing to fight COVID-19 and its complications. A medication risk stratification strategy will be used to simulate the impacts of different potential repurposed drugs for COVID-19 and the Medication Risk Score (MRS) which is used as a predictive tool for ADEs. A retrospective study will be conducted using de-identified drug claims data for commercially insured patients.
Study Type
OBSERVATIONAL
Enrollment
100
Tabula Rasa HealthCare Precision Pharmacotherapy Research and Development Institute
Orlando, Florida, United States
Calculate the Medication Risk Score of de-identified participants from Medicare/Medicaid and commercial health insurance plans using their current drug regimen via our proprietary risk stratification process.
Quantitative
Time frame: Three months
Simulate the Medication Risk Score following the addition of different repurposed drugs against COVID-19 to their current drug regimen via our proprietary risk stratification process.
Quantitative
Time frame: Three months
Compare the impact (change) on the Medication Risk Score using the calculate before score and simulated after score following the addition of repurposed drugs for COVID-19 to the drug regimens of patients enrolled in the study.
Quantitative
Time frame: Three months
Measure the effects of various repurposed drugs for COVID-19 on each of the five factors computed by algorithms to derive the Medication Risk Score will be calculated via our proprietary risk stratification process.
Quantitative
Time frame: Three months
Comparison of the Medication Risk Score and the effects of the addition of repurposed drugs on the drug regimen between participants with Medicare/Medicaid vs. commercial health insurance plans will be assessed.
Qualitative
Time frame: Six months
Measure the effects on Medication Risk Score of various repurposed drugs for COVID-19 within subgroups of patients classified by specific diseases or drugs used and the impact of various covariables.
Qualitative
Time frame: One year
This platform is for informational purposes only and does not constitute medical advice. Always consult a qualified healthcare professional.