NCT05220917

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

75
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
781,430

participants targeted

Target at P75+ for all trials

Timeline
2mo left

Started Aug 2021

Longer than P75 for all trials

Geographic Reach
1 country

1 active site

Status
active not recruiting

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 Progress97%
Aug 2021Jul 2026

Study Start

First participant enrolled

August 1, 2021

Completed
5 months until next milestone

First Submitted

Initial submission to the registry

December 22, 2021

Completed
1 month until next milestone

First Posted

Study publicly available on registry

February 2, 2022

Completed
4 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

January 31, 2026

Completed
5 months until next milestone

Study Completion

Last participant's last visit for all outcomes

July 1, 2026

Expected
Last Updated

December 8, 2025

Status Verified

December 1, 2025

Enrollment Period

4.5 years

First QC Date

December 22, 2021

Last Update Submit

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

Drug: SGLT2 inhibitor

DPP-4i (Comparison 1)

For SGLT-2i vs. DPP4i SGLT-2i - exposure group DPP-4i - referent group

Drug: DPP-4 inhibitor

SGLT-2i (Comparison 2)

For SGLT-2i vs GLP-1 RA SGLT-2i - exposure group GLP-1 RA - referent group

Drug: SGLT2 inhibitor

GLP-1 RA (Comparison 2)

For SGLT-2i vs GLP-1 RA SGLT-2i - exposure group GLP-1 RA - referent group

Drug: GLP-1RA

GLP-1 RA (Comparison 3)

For GLP-1 RA vs DPP-4i GLP-1 RA - exposure group DPP-4i - referent group

Drug: GLP-1RA

DPP-4i (Comparison 3)

For GLP-1 RA vs DPP-4i GLP-1 RA - exposure group DPP-4i - referent group

Drug: DPP-4 inhibitor

SGLT-2i (Comparison 4)

For SGLT-2i vs SU SGLT-2i - exposure group SU - referent group

Drug: SGLT2 inhibitor

SU (Comparison 4)

For SGLT-2i vs SU SGLT-2i - exposure group SU - referent group

Drug: 2nd generation SU

GLP-1 RA (Comparison 5)

For GLP-1 RA vs SU GLP-1 RA - exposure group SU - referent group

Drug: GLP-1RA

SU (Comparison 5)

For GLP-1 RA vs SU GLP-1 RA - exposure group SU - referent group

Drug: 2nd generation SU

DPP-4i (Comparison 6)

For DPP-4i vs SU DPP-4i - exposure group SU - referent group

Drug: DPP-4 inhibitor

SU (Comparison 6)

For DPP-4i vs SU DPP-4i - exposure group SU - referent group

Drug: 2nd generation SU

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

Drug: SGLT2 inhibitor

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

Drug: GLP-1RA

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

Drug: DPP-4 inhibitor

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

Drug: 2nd generation SU

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

Drug: SGLT2 inhibitor

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

Drug: GLP-1RA

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

Drug: DPP-4 inhibitor

Interventions

Any SGLT2i dispensing claim

Also known as: CANAGLIFLOZIN, CANAGLIFLOZIN/METFORMIN HCL, DAPAGLIFLOZIN PROPANEDIOL/METFORMIN HCL, DAPAGLIFLOZIN PROPANEDIOL, EMPAGLIFLOZIN, EMPAGLIFLOZIN/METFORMIN HCL, ERTUGLIFLOZIN PIDOLATE/METFORMIN HCL, ERTUGLIFLOZIN PIDOLATE, EMPAGLIFLOZIN/LINAGLIPTIN, EMPAGLIFLOZIN/LINAGLIPTIN/METFORMIN HCL, DAPAGLIFLOZIN PROPANEDIOL/SAXAGLIPTIN HCL, ERTUGLIFLOZIN PIDOLATE/SITAGLIPTIN PHOSPHATE
SGLT-2i (Comparison 1)SGLT-2i (Comparison 2)SGLT-2i (Comparison 4)SGLT2i (Comparison 7)SGLT2i (Comparison 8)

Any DPP-4 inhibitor claim

Also known as: ALOGLIPTIN BENZOATE/METFORMIN HCL, ALOGLIPTIN BENZOATE, ALOGLIPTIN BENZOATE/PIOGLITAZONE HCL, SAXAGLIPTIN HCL, SAXAGLIPTIN HCL/METFORMIN HCL, LINAGLIPTIN, LINAGLIPTIN/METFORMIN HCL, SITAGLIPTIN PHOSPHATE/METFORMIN HCL, SITAGLIPTIN PHOSPHATE, SITAGLIPTIN PHOSPHATE/SIMVASTATIN, DAPAGLIFLOZIN PROPANEDIOL/SAXAGLIPTIN HCL, EMPAGLIFLOZIN/LINAGLIPTIN, EMPAGLIFLOZIN/LINAGLIPTIN/METFORMIN HCL, ERTUGLIFLOZIN PIDOLATE/SITAGLIPTIN PHOSPHATE
DPP-4i (Comparison 1)DPP-4i (Comparison 3)DPP-4i (Comparison 6)DPP-4i (Comparison 7)DPP-4i (Comparison 8)

Any SGLT2i dispensing claim

Also known as: INSULIN DEGLUDEC/LIRAGLUTIDE*, INSULIN GLARGINE, HUMAN RECOMBINANT ANALOG/LIXISENATIDE*, LIXISENATIDE, LIRAGLUTIDE, DULAGLUTIDE, SEMAGLUTIDE, ALBIGLUTIDE, EXENATIDE MICROSPHERES, EXENATIDE
GLP-1 RA (Comparison 2)GLP-1 RA (Comparison 3)GLP-1 RA (Comparison 5)GLP-1 RA (Comparison 7)GLP-1 RA (Comparison 8)

Any 2nd generation SU claim

Also known as: PIOGLITAZONE HCL/GLIMEPIRIDE, ROSIGLITAZONE MALEATE/GLIMEPIRIDE, GLIPIZIDE/METFORMIN HCL, GLYBURIDE,MICRONIZED, GLYBURIDE/METFORMIN HCL, GLIMEPIRIDE, GLYBURIDE, GLIPIZIDE
SU (Comparison 4)SU (Comparison 5)SU (Comparison 6)SU (Comparison 7)

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)
Sampling MethodNon-Probability Sample
Study Population

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

Study Sites (1)

Brigham and Women's Hospital

Boston, Massachusetts, 02120, United States

Location

MeSH Terms

Conditions

Kidney Diseases

Interventions

Sodium-Glucose Transporter 2 InhibitorsCanagliflozinMetformindapagliflozinempagliflozinLinagliptinSitagliptin PhosphateDipeptidyl-Peptidase IV InhibitorsPioglitazoneSimvastatinIDegLiraInsulin GlarginelixisenatideLiraglutidedulaglutidesemaglutiderGLP-1 proteinExenatideRosiglitazoneglimepirideGlipizideGlyburide

Condition Hierarchy (Ancestors)

Urologic DiseasesFemale Urogenital DiseasesFemale Urogenital Diseases and Pregnancy ComplicationsUrogenital DiseasesMale Urogenital Diseases

Intervention Hierarchy (Ancestors)

Molecular Mechanisms of Pharmacological ActionPharmacologic ActionsChemical Actions and UsesHypoglycemic AgentsPhysiological Effects of DrugsThiophenesSulfur CompoundsOrganic ChemicalsHeterocyclic Compounds, 1-RingHeterocyclic CompoundsGlucosidesGlycosidesCarbohydratesBiguanidesGuanidinesAmidinesPurinesHeterocyclic Compounds, 2-RingHeterocyclic Compounds, Fused-RingQuinazolinesTriazolesAzolesPyrazinesProtease InhibitorsEnzyme InhibitorsThiazolidinedionesThiazolesLovastatinNaphthalenesPolycyclic Aromatic HydrocarbonsHydrocarbons, AromaticHydrocarbons, CyclicHydrocarbonsPolycyclic CompoundsInsulin, Long-ActingInsulinsPancreatic HormonesPeptide HormonesHormonesHormones, Hormone Substitutes, and Hormone AntagonistsPeptidesAmino Acids, Peptides, and ProteinsGlucagon-Like Peptide 1Glucagon-Like PeptidesProglucagonGastrointestinal HormonesVenomsComplex MixturesToxins, BiologicalBiological FactorsSulfonylurea CompoundsSulfonesUreaAmides

Study Officials

  • Elisabetta Patorno, MD, DrPH

    Brigham and Women's Hospital

    PRINCIPAL INVESTIGATOR

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

Locations