Study Design
A retrospective cohort study was conducted.
Cohort
New initiators of apixaban or warfarin, aged 21 years or more with a diagnosis of atrial fibrillation (AF) in the previous 183 days, between December 28, 2012, and June 30, 2018, were identified in the Sentinel Distributed Database (SDD). Sentinel comprises electronic health care data from a distributed network of US-based data partners. These data partners, mostly commercial health insurers and integrated delivery care networks, convert their data into the Sentinel Common Data Model. The data domains include patient demographics; health insurance enrollment; diagnoses and procedures during inpatient, outpatient, and emergency room encounters; and outpatient pharmacy dispensing records.11,12,13 This study included data outside of the Medicare fee-for-service population in order to better differentiate our population from that in the prior Medicare study.10 Cohort members maintained continuous enrollment for at least 183 days before apixaban or warfarin initiation during which gaps in medical and prescription drug coverage of up to 45 days were allowed. Patients were excluded if they had evidence of the following conditions in the 183 days prior to and including date of drug initiation: any of the study outcomes (gastrointestinal (GI) bleeding, ICH, or ischemic stroke) as principal discharge diagnosis of an inpatient admission, an alternate indication for apixaban or warfarin use (deep vein thrombosis, pulmonary embolism, joint replacement, mitral stenosis, valve replacement, or valve repair), from any care setting. Those receiving dialysis in outpatient settings or who had a kidney replacement were excluded as there has been some controversy about the use of NOACs in dialysis patients and this might affect the use in those with kidney transplants also (see flow diagram in the Appendix: Fig. 1). We identified the exclusion conditions, exposure, outcomes, and covariates via outpatient pharmacy dispensing encoded in the National Drug Codes and medical encounter diagnoses and procedures encoded in the International Classification of Diseases, Ninth or Tenth Revision, Clinical Modification (ICD-9-CM or ICD-10-CM); the International Classification of Diseases, Tenth Revision, Procedure Coding System (ICD-10-PCS); Healthcare Common Procedure Coding System (HCPCS); and Current Procedural Terminology (CPT) codes. We performed all analyses using the Sentinel’s Cohort Identification and Descriptive Analysis (CIDA) and Propensity Score Analysis tools, Version 5.4.4, with additional programming to calculate the risk scores.
Exposure
New users of apixaban (standard 5 mg strength only) or warfarin (all strengths) whose first exposure occurred on or after December 28, 2012 (approval date for apixaban) were included. New use of apixaban or warfarin was defined as no use of any anticoagulant (apixaban, dabigatran, rivaroxaban, edoxaban, or warfarin) in the previous 183 days. The index date was defined as the dispensing date for the first eligible apixaban or warfarin dispensing during the study period. Each eligible member contributed only the earliest valid exposure episode in their entire health insurance enrollment history.
Outcomes and Follow-Up
The primary outcomes were an inpatient principal diagnosis for GI bleeding, ICH, or ischemic stroke. Outcomes were defined using previously validated algorithms based on ICD-9-CM diagnosis codes in claim databases. These algorithms have reported positive predictive values ranging from 86 to 97%.14,15,16,17,18 These ICD-9-CM-based algorithms were mapped to the ICD-10-CM coding system via forward–backward mapping19,20 using the 2017 General Equivalence Mappings.21 Follow-up began on the day after the first dispensing of a study drug and continued until the first occurrence of any of the following: (1) outcome occurrence, (2) switching to a different anticoagulant, (3) disenrollment, (4) recorded death, (5) end of exposure episode, and (6) end of query period (June 30, 2018) or end of available data for data partners. Exposure episodes were considered continuous if gaps in days supplied were 3 days or less. Three days were chosen as an appropriate gap allowance based on the half-life of NOACs and the requirement that patients remain anticoagulated during follow-up. An episode extension of 3 days was added to the end of each exposure episode. A 14-day gap allowance and extension were applied in sensitivity analyses.
Statistical Analysis
Confounding Adjustment
Logistic regression was used to estimate the propensity score (PS) of initiating apixaban versus warfarin using the baseline characteristics and potential confounders, including CHA2DS2-VASc22 and HAS-BLED23 scores, existing risk factors for bleeding, measures of overall health status, and medication use (Table 1) within data partners. New apixaban and warfarin initiators were 1:1 PS-matched using a nearest neighbor matching algorithm with a maximum caliper of 0.05 within each DP and within ICD-9-CM or ICD-10 CM era. The PS distributions and covariate balance between apixaban and warfarin cohorts were examined before and after PS matching using standardized mean differences (SMD), with absolute values > 0.10 indicating imbalance.
Table 1 Characteristics of New Initiators of Apixaban and Warfarin After Propensity Score Matching from December 28, 2012, to June 30, 2018 For the main analysis, Cox proportional hazard regression was used to estimate the hazard ratios (HR) and 95% confidence intervals (95% CI) for each outcome in the matched cohort of apixaban users compared with the warfarin users. A subgroup analysis by age group (21–64, 65–74, and 75+ years) was conducted.