CClinicalTrials.gg
CompletedNCT04339634Updated Jan 31, 2023

Simulation of Risk of Adverse Drug Events Associated With the Initiation of Drugs Repurposed for the Treatment of COVID-19 in Frail Elderly Adults With Polypharmacy

An observational study in COVID, Drug Effect and Drug Interaction, sponsored by Tabula Rasa HealthCare. Completed at 1 site in United States. Open to participants aged 55 Years and older. Per ClinicalTrials.gov, last updated 2023-01-31.

Sponsored by Tabula Rasa HealthCare · Observational

Study type
Observational
Model
Cohort
Time perspective
Retrospective
Enrollment
12,873
Ages
55 Years and older
Sex
All
01

Study summary

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 elderly people enrolled in PACE organizations. Our clinical tool would enable to identify potential multi-drug interactions and potentially reduce the risk of adverse drug events (ADE) developing in elderly patients infected with COVID-19.

Read the detailed description

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 on 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 of elderly patients with polypharmacy.

Patients meeting all the following criteria will be included:

  1. Patient enrolled in a PACE organization during the implementation period;
  2. PACE organization contractually receiving pharmacy services from CareKinesis;

Exclusion Criteria

a) No drug claims data available for the period of 2019-2020

This retrospective cohort will utilize 178,867 drug claims from approximately 12,123 patients enrolled in PACE. MRS will be calculated using the last available 3-month period of drug claims in 2019. The data elements required for the calculation of the full set of risk scores are: prescribed drugs, dose, age, gender. Medication risk stratification using 5 factors will be performed to obtain the MRS. Various repurposed drugs (drugs associated with the highest probability or efficacy or shown interest as per their inclusion in current clinical trials will be prioritized) will be added to the patient drug regimen except for the patients that are currently taking the repurposed drug. A new MRS will be generated for all stratified patients.

02

Conditions studied

  • COVID
  • Drug Effect
  • Drug Interaction
  • Adverse Drug Event

Keywords

  • COVID-19
  • Elderly
  • Adverse Drug Event
  • Repurposed Drug
  • Drug Interaction
  • LQTS
03

In context

COVID-19

7,640 studies on the registry are indexed under COVID-19; 488 are open to participants now.

This study's enrollment of 12,873 is above the median of 261 across 3,136 observational studies indexed under COVID-19.

Browse COVID-19 studies →

Lead sponsor

Tabula Rasa HealthCare is the lead sponsor of 13 studies on the registry; none are open to participants now.

Counted across the registry records on this site, refreshed daily.

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Who can participate

Ages eligible
55 Years and older
Sexes eligible
All
Accepts healthy volunteers
No
Sampling method
Non-probability sample

Study population

The Program of All-Inclusive Care for the Elderly (PACE) provides comprehensive medical and supportive services for community-dwelling persons, mostly older adults (>55 years), as an alternative to institutionalization. Medical services are provided by an interdisciplinary team of healthcare professionals, Tabula Rasa HealthCare being the pharmacy care provider for several PACE organizations.

Inclusion criteria

  • Patient enrolled in a PACE organization during the implementation period;
  • PACE organization contractually receiving pharmacy services from CareKinesis;

Exclusion criteria

Exclusion Criteria:

  • No drug claims data available for the period of 2019-2020
05

Study design

Observational model
Cohort
Time perspective
Retrospective
Enrollment
12,873 participants (actual)
Patient registry
No

Groups and cohorts

  • Program of All-Inclusive Care for the Elderly

    The Program of All-Inclusive Care for the Elderly (PACE) provides comprehensive medical and supportive services for community-dwelling persons, mostly older adults (\>55 years), as an alternative to institutionalization. Medical services are provided by an interdisciplinary team of healthcare professionals, Tabula Rasa HealthCare being the pharmacy care provider for several PACE organizations.

    Other: Simulation of Repurposed Drugs for COVID-19

Interventions

  • OtherSimulation of Repurposed Drugs for COVID-19

    This study is a simulation of adding repurposed drugs for COVID-19. We are using drug claims, and will not intervene with patient care.

    Also known as: Simulation using proprietary risk stratification software

06

What researchers measure

Primary outcomes

  1. To determine the Medication Risk Score of de-identified PACE's participants using their current drug regimen.

    Quantitative

    Time frame: Three months

  2. To simulate the Medication Risk Score following the addition of different repurposed drugs against COVID-19 to their current drug regimen.

    Quantitative

    Time frame: Three months

  3. To compare the impact on Medication Risk Score before and after the addition of repurposed drugs for COVID-19.

    Quantitative

    Time frame: Three months

  4. To assess and compare the effects of various repurposed drugs for COVID-19 on each of the 5 factors computed by algorithms to derive the Medication Risk Score.

    Quantitative

    Time frame: 3 months

Secondary outcomes

  1. To investigate the effects of various covariables on the Medication Risk Score in the presence of repurposed drugs for COVID-19.

    Qualitative

    Time frame: 6 months

  2. To explore the effects on Medication Risk Score of various repurposed drugs for COVID-19 within subgroups of patients classified by specific diseases or drugs used.

    Qualitative

    Time frame: 1 year

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Study locations

1 site
  • Tabula Rasa HealthCare Precision Pharmacotherapy Research and Development Institute
    Orlando, Florida 32827, United States
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References and documents

Publications

  • Epidemiology Working Group for NCIP Epidemic Response, Chinese Center for Disease Control and Prevention. [The epidemiological characteristics of an outbreak of 2019 novel coronavirus diseases (COVID-19) in China]. Zhonghua Liu Xing Bing Xue Za Zhi. 2020 Feb 10;41(2):145-151. doi: 10.3760/cma.j.issn.0254-6450.2020.02.003. Chinese. PubMed 32064853 ↗
  • Hajjar ER, Cafiero AC, Hanlon JT. Polypharmacy in elderly patients. Am J Geriatr Pharmacother. 2007 Dec;5(4):345-51. doi: 10.1016/j.amjopharm.2007.12.002. PubMed 18179993 ↗
  • Mehta P, McAuley DF, Brown M, Sanchez E, Tattersall RS, Manson JJ; HLH Across Speciality Collaboration, UK. COVID-19: consider cytokine storm syndromes and immunosuppression. Lancet. 2020 Mar 28;395(10229):1033-1034. doi: 10.1016/S0140-6736(20)30628-0. Epub 2020 Mar 16. No abstract available. PubMed 32192578 ↗
  • Stabler T, Piette JC, Chevalier X, Marini-Portugal A, Kraus VB. Serum cytokine profiles in relapsing polychondritis suggest monocyte/macrophage activation. Arthritis Rheum. 2004 Nov;50(11):3663-7. doi: 10.1002/art.20613. PubMed 15529362 ↗
  • Vouri SM, Crist SM, Sutcliffe S, Austin S. Changes in Mood in New Enrollees at a Program of All-Inclusive Care for the Elderly. Consult Pharm. 2015 Aug;30(8):463-71. doi: 10.4140/TCP.n.2015.463. PubMed 26260643 ↗

Individual participant data

Plan to share: No

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Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jan 31, 2023, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
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Registry details

Key details

Study ID
NCT04339634
Lead sponsor
Tabula Rasa HealthCare
Responsible party
Sponsor
First posted
Apr 9, 2020
Start date
Apr 2, 2020
Primary completion
Jan 30, 2023
Completion
Jan 30, 2023
Last update
Jan 31, 2023

Study contacts

Veronique Michaud, PhD
principal investigator · Tabula Rasa HealthCare

Oversight

Data monitoring committee
No
FDA-regulated drug
Yes
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is completed, as verified in Jan 2023. You cannot join it, but the record below documents what was studied.

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