Related Experiment Video

Updated: Jan 6, 2026

A Zebrafish Model of Diabetes Mellitus and Metabolic Memory
10:03

A Zebrafish Model of Diabetes Mellitus and Metabolic Memory

Published on: February 28, 2013

26.4K

Glucose-Lowering Medication Classes and Cardiovascular Outcomes in Patients With Type 2 Diabetes

Romain Neugebauer1, Jaejin An2, Sarah Krahe Dombrowski3

  • 1Division of Research, Kaiser Permanente Northern California, Pleasanton.

JAMA Network Open
|October 15, 2025
PubMed

Insights

Major adverse cardiovascular events (MACEs) risk is lowest with glucagon-like peptide-1 receptor agonists (GLP-1RAs) and sodium-glucose cotransporter-2 inhibitors (SGLT2is) in type 2 diabetes (T2D) patients. Benefits vary by patient characteristics, informing personalized treatment strategies.

Area of Science:

  • Cardiology
  • Endocrinology
  • Pharmacology

Background:

  • Major adverse cardiovascular events (MACEs) are a leading cause of death in type 2 diabetes (T2D).
  • Limited head-to-head trials and inadequate bias adjustment in observational studies hinder comparative effectiveness research of glucose-lowering medications on MACEs.

Purpose of the Study:

  • To compare the effectiveness of four glucose-lowering medication classes—sulfonylureas, dipeptidyl peptidase-4 inhibitors (DPP4is), sodium-glucose cotransporter-2 inhibitors (SGLT2is), and glucagon-like peptide-1 receptor agonists (GLP-1RAs)—on MACEs in US adults with T2D.
  • To utilize modern causal inference methods and machine learning for robust bias adjustment in this comparative effectiveness study.

Main Methods:

  • A comparative effectiveness study involving 241,981 adults with T2D initiated on one of four medication classes (sulfonylureas, DPP4is, SGLT2is, GLP-1RAs) between 2014-2021.
  • Employed targeted learning within a trial emulation framework to analyze MACEs (nonfatal myocardial infarction, nonfatal stroke, cardiovascular death).
  • Assessed heterogeneity of treatment effects across prespecified subgroups.

Main Results:

  • Sustained exposure to GLP-1RAs was associated with the lowest 2.5-year MACE risk, followed by SGLT2is, sulfonylureas, and DPP4is.
  • The cumulative risk difference between SGLT2is and GLP-1RAs was 1.5% (95% CI, 1.1%-1.9%).
  • Benefits of GLP-1RAs over SGLT2is were most pronounced in patients with baseline atherosclerotic cardiovascular disease (ASCVD), heart failure (HF), older age (≥65 years), or moderate kidney impairment.

Conclusions:

  • Medication class significantly impacts MACE risk in T2D patients, with GLP-1RAs and SGLT2is offering the most protection.
  • The comparative benefit of GLP-1RAs versus SGLT2is is influenced by patient factors like age, ASCVD, HF, and kidney function.
  • These findings, alongside cost and clinical considerations, can guide personalized treatment decisions for T2D management.
Abstract

More Related Videos

Improving IV Insulin Administration in a Community Hospital12:08

Improving IV Insulin Administration in a Community Hospital

Published on: June 11, 2012

19.3K
Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes07:22

Glycemic Impact on Knee Osteoarthritis Symptoms on Physical, Radiographic, and Inflammatory Markers among Individuals Aged 50 and Over with Diabetes

Published on: March 7, 2025

674

Related Concept Videos

Oral Hypoglycemic Agents: Biguanides and Glitazones01:26

Oral Hypoglycemic Agents: Biguanides and Glitazones

Biguanides, particularly metformin (Glucophage), are insulin sensitizers that enhance glucose uptake, thereby reducing insulin resistance. Unlike sulfonylureas, metformin doesn't prompt insulin secretion, which helps to curb hypoglycemia risk. Metformin is beneficial in treating conditions like polycystic ovary syndrome due to its insulin-resistance reduction capability. The drug's primary action involves curtailing hepatic gluconeogenesis, a significant contributor to high blood...
554
Oral Hypoglycemic Agents: α-Glucosidase Inhibitors01:19

Oral Hypoglycemic Agents: α-Glucosidase Inhibitors

α-glucosidase inhibitors, including acarbose (Precose), miglitol (Glyset), and voglibose (Voglib) (primarily available in Asia), are drugs that control blood sugar levels by delaying the digestion of starch and disaccharides. They achieve this by inhibiting α-glucosidase enzymes in the intestine, which slow the absorption of carbohydrates in the intestine, which in turn leads to a prolonged release of the glucoregulatory hormone GLP-1 from intestinal L-cells.
Acarbose and miglitol are...
496
Dipeptidyl Peptidase 4 Inhibitors01:23

Dipeptidyl Peptidase 4 Inhibitors

Dipeptidyl peptidase 4 (DPP-4) is a serine protease widely distributed in the body. It's involved in the inactivation of GLP-1 and GIP hormones, which are crucial for insulin regulation. DPP-4 inhibitors, such as sitagliptin (Januvia), saxagliptin (Onglyza), linagliptin (Tradjenta), alogliptin (Nesina), and vildagliptin (Galvus), help increase the proportion of active GLP-1, enhancing insulin secretion. These inhibitors work by competitively binding to DPP-4. This binding causes a...
540
Oral Hypoglycemic Agents: Glinides01:06

Oral Hypoglycemic Agents: Glinides

Repaglinide (Prandin) and Nateglinide (Starlix), known as glinides, are oral insulin secretagogues that stimulate insulin release from pancreatic β cells by closing the ATP-sensitive potassium channels (KATP channel). Repaglinide controls insulin release from pancreatic β cells by managing potassium efflux. It shares two binding sites with sulfonylureas and also has a unique site, indicating overlapping mechanisms of action. With a rapid onset and a 4-7 hour duration, it effectively...
554
Diabetes Mellitus: Type 2 and Gestational01:22

Diabetes Mellitus: Type 2 and Gestational

Type 2 diabetes, characterized by insulin resistance, arises when the insulin receptors on cells lose responsiveness to insulin, diminishing the cell's capacity to take up glucose, resulting in elevated blood glucose levels. To receive a diagnosis of Type 2 diabetes, a series of blood glucose tests are necessary to assess whether the blood glucose falls within normal parameters. If the result is out of the normal range, a patient may be diagnosed as prediabetic or diabetic, depending on the...
4.2K
Diabetes: Management and Pharmacotherapy01:15

Diabetes: Management and Pharmacotherapy

The therapy for diabetes aims to alleviate hyperglycemia-related symptoms, prevent acute metabolic decompensation, and reduce chronic end-organ complications. Glycemic control is evaluated through short-term (self-monitoring, continuous glucose monitoring) and long-term (A1c, fructosamine) metrics, enabling near real-time tracking of blood glucose levels and reflecting glycemic control over specific time frames.
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
835