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Investigators are building an empirical evidence base for real world data through large-scale replication of randomized controlled trials. The investigators' goal is to understand for what types of clinical questions real world data analyses can be conducted with confidence and how to implement such studies.
This is a non-randomized, non-interventional study that is part of the RCT DUPLICATE initiative (www.rctduplicate.org) of the Brigham and Women's Hospital, Harvard Medical School. It is intended to replicate, as closely as possible in healthcare insurance claims data, the trial listed below/above. Although many features of the trial cannot be directly replicated in healthcare claims, key design features, including outcomes, exposures, and inclusion/exclusion criteria, were selected to proxy those features from the trial. Randomization is also not replicable in healthcare claims data but was proxied through a statistical balancing of measured covariates through standard practice. Investigators assume that the RCT provides the reference standard treatment effect estimate and that failure to replicate RCT findings is indicative of the inadequacy of the healthcare claims data for replication for a range of possible reasons and does not provide information on the validity of the original RCT finding.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Warfarin | Reference group |
| |
| Rivaroxaban | Exposure group |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Rivaroxaban | Drug | Rivaroxaban dispensing claim is used as the exposure group |
| |
| Measure | Description | Time Frame |
|---|---|---|
| Time to first occurrence of venous thromboembolism | The primary outcome is the time from 1 day after prescription fill of the exposure or comparator to the first occurrence of venous thromboembolism up to 1 year | From 1 day after prescription fill until outcome occurrence or censoring due to end of follow-up, death, treatment discontinuation, nursing home admission, treatment augmentation, or switch to another NOAC, assessed up to 1 year. |
| Measure | Description | Time Frame |
|---|---|---|
| Time to first occurrence of major bleeding | The control outcome is the time from 1 day after prescription fill of the exposure or comparator to the first occurrence of a major bleeding event as a control outcome up to 1 year | From 1 day after prescription fill until outcome occurrence or censoring due to end of follow-up, death, treatment discontinuation, nursing home admission, treatment augmentation, or switch to another NOAC, assessed up to 1 year. |
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Criteria:
Please see https://drive.google.com/drive/folders/1WD618wrywYjEaXzfLTcuK-VCcnb6b-gV for full code and algorithm definitions.
Inclusion Criteria:
- Confirmed acute symptomatic proximal DVT without symptomatic PE
Exclusion Criteria:
Age ≤ 18
Thrombectomy, insertion of a caval filter, or use of a fibrinolytic agent to treat the current episode of DVT or PE two weeks prior to and including day of enrollment
Other indications for VKA than DVT and/or PE six months prior to and including day of enrollment
Any of the following six months prior to and including day of enrollment:
Life expectancy < 3 months in the last year prior to and including day of enrollment
Concomitant use of strong CYP3A4 inhibitors (e.g. HIV protease inhibitors, systemic ketoconazole) or strong CYP3A4 inducers two weeks prior to and including day of enrollment
Symptomatic pulmonary embolism two weeks prior to and including day of enrollment
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This study will involve a new user, parallel group, propensity score-matched, retrospective cohort study design comparing rivaroxaban to warfarin users. The patients will be required to have continuous enrollment during a baseline period of 180 days before initiation of rivaroxaban or warfarin (index date). We will restrict the analyses to patients with a diagnosis of proximal DVT without symptomatic PE.
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| Name | Affiliation | Role |
|---|---|---|
| Shirley Wang, PhD, ScM | Brigham and Women's Hospital | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Brigham and Women's Hospital | Boston | Massachusetts | 02120 | United States |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot | Yes | No | No | Study Protocol: BenchExCal version | May 10, 2026 | Jun 5, 2026 | Prot_002.pdf |
| Prot_SAP | Yes | Yes | No | Study Protocol and Statistical Analysis Plan: RCT-DUPLICATE version | Sep 14, 2021 | Sep 14, 2021 | Prot_SAP_001.pdf |
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| ID | Term |
|---|---|
| D054556 | Venous Thromboembolism |
| ID | Term |
|---|---|
| D013923 | Thromboembolism |
| D016769 | Embolism and Thrombosis |
| D014652 | Vascular Diseases |
| D002318 | Cardiovascular Diseases |
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| ID | Term |
|---|---|
| D000069552 | Rivaroxaban |
| D014859 | Warfarin |
| ID | Term |
|---|---|
| D013876 | Thiophenes |
| D013457 | Sulfur Compounds |
| D009930 | Organic Chemicals |
| D009025 | Morpholines |
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| Warfarin |
| Drug |
Warfarin dispensing claim is used as the reference group |
|
| Time to first occurrence of fracture or fall | The control outcome is the time from 1 day after prescription fill of the exposure or comparator to the first occurrence of fracture or fall as a control outcome up to 1 year | From 1 day after prescription fill until outcome occurrence or censoring due to end of follow-up, death, treatment discontinuation, nursing home admission, treatment augmentation, or switch to another NOAC, assessed up to 1 year. |
| D010078 |
| Oxazines |
| D006573 | Heterocyclic Compounds, 1-Ring |
| D006571 | Heterocyclic Compounds |
| D015110 | 4-Hydroxycoumarins |
| D003374 | Coumarins |
| D001578 | Benzopyrans |
| D011714 | Pyrans |
| D006574 | Heterocyclic Compounds, 2-Ring |
| D000072471 | Heterocyclic Compounds, Fused-Ring |