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CompletedNCT03936010Updated Jul 27, 2023

Replication of the CANVAS Diabetes Trial in Healthcare Claims

An observational study in Diabetes, sponsored by Brigham and Women's Hospital. Completed at 1 site in United States. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2023-07-27.

Sponsored by Brigham and Women's Hospital · Observational

Study type
Observational
Model
Cohort
Time perspective
Retrospective
Enrollment
152,202
Ages
18 Years and older
Sex
All
01

Study summary

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.

Read the detailed description

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 is 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 according to 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.

02

Conditions studied

  • Diabetes

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03

In context

Diabetes Mellitus

10,925 studies on the registry are indexed under Diabetes Mellitus; 1,319 are open to participants now.

This study's enrollment of 152,202 is above the median of 233 across 2,220 observational studies indexed under Diabetes Mellitus.

Browse Diabetes Mellitus studies →

Lead sponsor

Brigham and Women's Hospital is the lead sponsor of 1,236 studies on the registry; 224 are open to participants now.

Of its 116 completed or terminated interventional studies of FDA-regulated products, 64 (55%) have results posted.

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

04

Who can participate

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

Study population

This study will involve a new user, parallel group, cohort study design comparing canagliflozin to the DPP-4 inhibitor (DPP4i) antidiabetic class. DPP4is serve as a proxy for placebo, since this class of antidiabetic drugs is not known to have an impact on the outcome of interest. The comparison against DPP4 inhibitors is the primary comparison. Initiators of 2nd generation sulfonylureas are used as a secondary comparator group. The patients will be required to have continuous enrollment during the baseline period of 180 days before initiation of canagliflozin or a comparator drug (cohort entry date). Follow-up for the outcome (3P-MACE), begins the day after drug initiation. As in the trial, patients are allowed to take other antidiabetic medications during the study.

Please see: https://drive.google.com/drive/folders/1WD618wrywYjEaXzfLTcuK-VCcnb6b-gV for full code and algorithm definitions.

Eligible cohort entry dates: 4/1/2013-12/31/2016 (market availability of sitagliptin in the U.S. started on 10/17/2006). For Optum, 4/1/2013-9/30/2017.

Inclusion criteria

Inclusion Criteria:

  • Man or woman with a diagnosis of type 2 diabetes with glycated hemoglobin level ≥7.0% to≤10.5% at screening and be either

    1. not currently on antihyperglycemic agent (AHA) therapy or
    2. on AHA monotherapy or combination therapy with any approved class of agents: e.g., sulfonylurea, metformin, peroxisome proliferator-activated receptor gamma (PPARγ) agonist, alpha-glucosidase inhibitor, glucagon-like peptide-1 (GLP-1) analogue, dipeptidyl peptidase-4 (DPP-4) inhibitor, or insulin.
  • Age ≥30 years with documented symptomatic atherosclerotic cardiovascular disease
  • Age ≥50 years with 2 or more of the following risk factors determined at the screening visit

Exclusion criteria

Exclusion Criteria:

  • History of diabetic ketoacidosis, type 1 diabetes, pancreas or beta-cell transplantation, or diabetes secondary to pancreatitis or pancreatectomy.
  • History of one or more severe hypoglycemic episode within 6 months before screening
  • Ongoing, inadequately controlled thyroid disorder.
  • Renal disease that required treatment with immunosuppressive therapy or a history of dialysis or renal transplant.
  • MI, unstable angina, revascularization procedure, or cerebrovascular accident within 3 months before screening, or a planned revascularization procedure, or history of New York Heart Association (NYHA) Class IV cardiac disease.
  • Findings on 12-lead electrocardiogram (ECG) that would require urgent diagnostic evaluation or intervention
  • History of hepatitis B surface antigen or hepatitis C antibody positive
  • Any history of or planned bariatric surgery.
  • History of malignancy within 5 years before screening
  • History of human immunodeficiency virus (HIV) antibody positive.
  • Subject has a current clinically important hematological disorder (e.g., symptomatic anemia, proliferative bone marrow disorder, thrombocytopenia).
  • Major surgery (i.e., requiring general anesthesia) within 3 months of the screening visit or any surgery planned during the subject's expected participation in the study
  • Current use of other sodium glucose co-transporter 2 (SGLT2) inhibitor.
  • Current use of a corticosteroid medication or immunosuppressive agent, or likely to require treatment with a corticosteroid medication
05

Study design

Observational model
Cohort
Time perspective
Retrospective
Enrollment
152,202 participants (actual)
Patient registry
No

Groups and cohorts

  • DPP4i

    Reference group

    Drug: DPP-4 inhibitor

  • Canagliflozin

    Exposure group

    Drug: Canagliflozin

Interventions

  • DrugCanagliflozin

    Canagliflozin dispensing claim is exposure

  • DrugDPP-4 inhibitor

    DPP4 inhibitor dispensing claim is reference

06

What researchers measure

Primary outcomes

  1. Relative hazard of composite outcome of Stroke, MI, and Mortality

    Relative hazard of composite outcome of MI, stroke, and mortality - Please refer to uploaded protocol for full definition due to size limitations.

    Time frame: Through study completion (a median of 120-140 days)

07

Study locations

1 site
  • Brigham & Women's Hospital
    Boston, Massachusetts 02120, United States
08

References and documents

Publications

  • Franklin JM, Patorno E, Desai RJ, Glynn RJ, Martin D, Quinto K, Pawar A, Bessette LG, Lee H, Garry EM, Gautam N, Schneeweiss S. Emulating Randomized Clinical Trials With Nonrandomized Real-World Evidence Studies: First Results From the RCT DUPLICATE Initiative. Circulation. 2021 Mar 9;143(10):1002-1013. doi: 10.1161/CIRCULATIONAHA.120.051718. Epub 2020 Dec 17. PubMed 33327727 ↗

Study documents

  • Protocol and statistical analysis plan · May 27, 2021

Documents are hosted by the registry — open the source record to download them.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jul 27, 2023, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT03936010
Lead sponsor
Brigham and Women's Hospital
Responsible party
Shirley Vichy Wang (Assistant Professor, Brigham and Women's Hospital) — Principal investigator
First posted
May 3, 2019
Start date
Sep 22, 2017
Primary completion
Feb 18, 2021
Completion
Feb 18, 2021
Last update
Jul 27, 2023

Study contacts

Shirley Wang, PhD, ScM
principal investigator · Brigham and Womens

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 Jul 2023. You cannot join it, but the record below documents what was studied.

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