Study type

Study topic

Disease /health condition
Human medicinal product

Study type

Non-interventional study

Scope of the study

Effectiveness study (incl. comparative)
Safety study (incl. comparative)

Data collection methods

Secondary data collection
Non-interventional study

Non-interventional study design

Cohort
Study drug and medical condition

Study drug International non-proprietary name (INN) or common name

RIVAROXABAN
WARFARIN

Medical condition to be studied

Atrial fibrillation
Population studied

Short description of the study population

The study population of interest will be those with NVAF and comorbid type 2 diabetes, OAC-naïve and newly-initiated on rivaroxaban or warfarin (defined as the index date), be active in the data set for at least 12 months prior to the index event (based on the “First Month Active” field provided in the Optum data set) and have received care documented in the EHR database from at least one provider in the 12-months prior to the index date.

Selection criteria
To be included in the study patients will have to:
• Be ≥18 years of age at the time of anticoagulation initiation
• Have diagnoses of type 2 diabetes and NVAF (see Annex 1, .xlxs file for specific billing codes, code positions and encounter types)
o Given the high specificity (>98%) of billing codes for identifying diabetes, a code for diabetes will be considered sufficient to indicate diabetes in our study, regardless of A1c value (which is also a treatment goal)
o Due to the moderate sensitivity of billing codes for diabetes (~60-70%), patients without a billing code for diabetes, but having an A1c>6.5% AND receiving an antihyperglycemic medication (oral medications, GLP1-antagonists) will be considered diabetics as well
• Have no record of prior OAC use in the prior 12-months
• Newly initiated on rivaroxaban or warfarin
• Have ≥12-months of EHR activity prior to the index date and received care documented in the EHR database from at least one provider in the 12-months prior.

We will exclude patients with:
• Evidence of valvular heart disease defined as any rheumatic heart disease, mitral stenosis or mitral valve repair/replacement
• Pregnancy
• Use of rivaroxaban doses other than 15 mg once daily or 20 mg once daily or the presence of other indication(s) for OAC use
• Any prior OAC utilization per written prescription or patient self-report at baseline.

Age groups

Adults (18 to < 46 years)
Adults (46 to < 65 years)
Adults (65 to < 75 years)
Adults (75 to < 85 years)
Adults (85 years and over)

Special population of interest

Other

Special population of interest, other

Nonvalvular Atrial Fibrillation patients

Estimated number of subjects

75000
Study design details

Main study objective

To compare the effectiveness and safety of rivaroxaban versus warfarin in NVAF patients with comorbid type 2 diabetes using the Optum® De-Identified EHR dataset, including: 1. The composite outcome of stroke or systemic embolism (SSE) 2. Any major or clinical-relevant nonmajor bleed resulting in ho

Outcomes

1. Composite of stroke or systemic embolism 2. Any major or clinical-relevant nonmajor bleed resulting in hospitalization, Secondary objectives will compare rivaroxaban versus warfarin in NVAF patients with comorbid type 2 diabetes for the risk of ischemic stroke, systemic embolism, need for revascularization or major amputation, intracranial hemorrhage, critical organ bleeding per ISTH categories, any extracranial bleeding, etc.

Data analysis plan

Patients receiving rivaroxaban will be 1:n matched to warfarin patients based on propensity scores. We will also use stabilized-inverse probability of treatment weighting (IPTW), overlap weighting and multivariable regression, competing risk regression approaches to adjust for potential confounding. Analysis of the primary effectiveness and safety endpoints by key subgroups will be performed as well.
Documents
Study results
English (542.81 KB - PDF)View document
Study report
English (867.86 KB - PDF)View document