Comparative Effectiveness and Safety of Four Second Line Pharmacological Strategies in Type 2 Diabetes Study
CER-4-T2D
1 other identifier
observational
781,430
1 country
1
Brief Summary
To perform an observational analysis to emulate a target trial (i.e., a hypothetical pragmatic trial that would have answered the causal question of interest) comparing the effectiveness and safety of sodium-glucose cotransporter-2 inhibitors (SGLT2i), glucagon-like peptide 1 receptor agonists (GLP-1RA), dipeptidyl peptidase-4 inhibitors (DPP-4i), and sulfonylureas (SU), at the class and individual agent level, in head-to-head comparisons in patients with type 2 diabetes (T2D).
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Aug 2021
Longer than P75 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
August 1, 2021
CompletedFirst Submitted
Initial submission to the registry
December 22, 2021
CompletedFirst Posted
Study publicly available on registry
February 2, 2022
CompletedPrimary Completion
Last participant's last visit for primary outcome
January 31, 2026
CompletedStudy Completion
Last participant's last visit for all outcomes
July 1, 2026
ExpectedDecember 8, 2025
December 1, 2025
4.5 years
December 22, 2021
December 5, 2025
Conditions
Outcome Measures
Primary Outcomes (3)
MACE
Myocardial Infarction, Ischemic Stroke, Cardiovascular mortality
through study completion, an average of 1 year
Modified MACE
Myocardial Infarction, Ischemic Stroke, All-Cause mortality
through study completion, an average of 1 year
Hospitalization for Heart Failure (HHF) Hospitalization for Heart Failure (HHF)
through study completion, an average of 1 year
Secondary Outcomes (5)
Myocardial Infarction (MI)
through study completion, an average of 1 year
Stroke
through study completion, an average of 1 year
Cardiovascular Mortality
through study completion, an average of 1 year
All-cause mortality
through study completion, an average of 1 year
Coronary revascularization
through study completion, an average of 1 year
Other Outcomes (22)
CKD progression
through study completion, an average of 1 year
Sustained decrease in eGFR
through study completion, an average of 1 year
Kidney replacement therapy (KRT)
through study completion, an average of 1 year
- +19 more other outcomes
Study Arms (19)
SGLT-2i (Comparison 1)
For SGLT-2i vs. DPP4i SGLT-2i - exposure group DPP4i - referent group
DPP-4i (Comparison 1)
For SGLT-2i vs. DPP4i SGLT-2i - exposure group DPP-4i - referent group
SGLT-2i (Comparison 2)
For SGLT-2i vs GLP-1 RA SGLT-2i - exposure group GLP-1 RA - referent group
GLP-1 RA (Comparison 2)
For SGLT-2i vs GLP-1 RA SGLT-2i - exposure group GLP-1 RA - referent group
GLP-1 RA (Comparison 3)
For GLP-1 RA vs DPP-4i GLP-1 RA - exposure group DPP-4i - referent group
DPP-4i (Comparison 3)
For GLP-1 RA vs DPP-4i GLP-1 RA - exposure group DPP-4i - referent group
SGLT-2i (Comparison 4)
For SGLT-2i vs SU SGLT-2i - exposure group SU - referent group
SU (Comparison 4)
For SGLT-2i vs SU SGLT-2i - exposure group SU - referent group
GLP-1 RA (Comparison 5)
For GLP-1 RA vs SU GLP-1 RA - exposure group SU - referent group
SU (Comparison 5)
For GLP-1 RA vs SU GLP-1 RA - exposure group SU - referent group
DPP-4i (Comparison 6)
For DPP-4i vs SU DPP-4i - exposure group SU - referent group
SU (Comparison 6)
For DPP-4i vs SU DPP-4i - exposure group SU - referent group
SGLT2i (Comparison 7)
For SGLT2i vs. GLP-1RA vs. DPP-4i vs. SU (4-way comparison) SGLT2i, GLP-1 RA, and SU - exposure groups DPP-4i - referent group
GLP-1 RA (Comparison 7)
For SGLT2i vs. GLP-1RA vs. DPP-4i vs. SU (4-way comparison) SGLT2i, GLP-1 RA, and SU - exposure groups DPP-4i - referent group
DPP-4i (Comparison 7)
For SGLT2i vs. GLP-1RA vs. DPP-4i vs. SU (4-way comparison) SGLT2i, GLP-1 RA, and SU - exposure groups DPP-4i - referent group
SU (Comparison 7)
For SGLT2i vs. GLP-1RA vs. DPP-4i vs. SU (4-way comparison) SGLT2i, GLP-1 RA, and SU - exposure groups DPP-4i - referent group
SGLT2i (Comparison 8)
For SGLT2i vs. GLP-1RA vs. DPP-4i (3-way comparison) SGLT2i and GLP-1 RA - exposure groups DPP-4i - referent group
GLP-1 RA (Comparison 8)
For SGLT2i vs. GLP-1RA vs. DPP-4i (3-way comparison) SGLT2i and GLP-1 RA - exposure groups DPP-4i - referent group
DPP-4i (Comparison 8)
For SGLT2i vs. GLP-1RA vs. DPP-4i (3-way comparison) SGLT2i and GLP-1 RA - exposure groups DPP-4i - referent group
Interventions
Any SGLT2i dispensing claim
Any DPP-4 inhibitor claim
Any SGLT2i dispensing claim
Any 2nd generation SU claim
Eligibility Criteria
Optum and MarketScan databases are U.S. research claims databases that include adults with employer-based health plans, with nationwide coverage for over 60 million Americans, and meaningful numbers of patients ≥65 years from Medicare Advantage plans, employer-sponsored plans covering seniors, and Medicare supplemental insurance plans. Medicare FFS is a U.S. federal health insurance program providing coverage to individuals ≥65 years and to younger individuals with disabilities. The Partners RPDR captures longitudinal EHR data for all patients that receive care at 2 large health care provider networks in the Boston metro area. The VHA is the largest integrated national health system, serving over 12 million U.S. Veterans. The VHA database includes demographic, diagnostic and procedure information from inpatient/outpatient encounters. The CPRD is comprised of two large, computerized databases of longitudinal primary care records, GOLD and Aurum, for \>50 million UK patients.
You may qualify if:
- Age ≥ 18 years for Optum Cliniformatics, IBM Marketscan, CPRD, and VHA, and ≥ 65 years for Medicare FFS at cohort entry
- At least 12 months of continuous health plan enrollment (only claims) or registration with a general practitioner (CPRD) before and including cohort entry
- Diagnosis of T2D within 12 months before (or ever before in CPRD) and including cohort entry
- Low or moderate cardiovascular (CV) risk (≤3% risk of CV events/year) at cohort entry \*
- Metformin maintenance therapy, defined as 2 fills (or prescriptions in CPRD) of metformin monotherapy recorded within 6 months before and including cohort entry
You may not qualify if:
- Missing age or gender information
- Nursing care admission within 12 months before and including cohort entry (criteria ignored in CPRD)
- Diagnosis of type 1 diabetes within 12 months before and including cohort entry
- Diagnosis of secondary or gestational diabetes within 12 months before and including cohort entry
- Any insulin fill or prescription within 12 months before and including cohort entry
- Diagnosis of end stage renal disease (stage ≥ 5) within 12 months before and including cohort entry
- Diagnosis of acute or chronic pancreatitis within 12 months before and including cohort entry
- Diagnosis of cirrhosis or acute hepatitis within 12 months before and including cohort entry
- Diagnosis of MEN-2 within 12 months before and including cohort entry
- Recorded solid organ transplant code within 12 months before and including cohort entry
- Patients with recorded initiation of more than one agent within a comparator class at cohort entry
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Brigham and Women's Hospitallead
- Patient-Centered Outcomes Research Institutecollaborator
- VA Boston Healthcare Systemcollaborator
- McGill Universitycollaborator
Study Sites (1)
Brigham and Women's Hospital
Boston, Massachusetts, 02120, United States
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Elisabetta Patorno, MD, DrPH
Brigham and Women's Hospital
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Professor of Medicine
Study Record Dates
First Submitted
December 22, 2021
First Posted
February 2, 2022
Study Start
August 1, 2021
Primary Completion
January 31, 2026
Study Completion (Estimated)
July 1, 2026
Last Updated
December 8, 2025
Record last verified: 2025-12