BMI variability and cardiovascular outcomes within clinical trial and real-world environments in type 2 diabetes: an IMI2 SOPHIA study

Cardiovasc Diabetol. 2024 Jul 16;23(1):256. doi: 10.1186/s12933-024-02299-8.

Abstract

Background: BMI variability has been associated with increased cardiovascular disease risk in individuals with type 2 diabetes, however comparison between clinical studies and real-world observational evidence has been lacking. Furthermore, it is not known whether BMI variability has an effect independent of HbA1c variability.

Methods: We investigated the association between BMI variability and 3P-MACE risk in the Harmony Outcomes trial (n = 9198), and further analysed placebo arms of REWIND (n = 4440) and EMPA-REG OUTCOME (n = 2333) trials, followed by real-world data from the Tayside Bioresource (n = 6980) using Cox regression modelling. BMI variability was determined using average successive variability (ASV), with first major adverse cardiovascular event of non-fatal stroke, non-fatal myocardial infarction, and cardiovascular death (3P-MACE) as the primary outcome.

Results: After adjusting for cardiovascular risk factors, a + 1 SD increase in BMI variability was associated with increased 3P-MACE risk in Harmony Outcomes (HR 1.12, 95% CI 1.08-1.17, P < 0.001). The most variable quartile of participants experienced an 87% higher risk of 3P-MACE (P < 0.001) relative to the least variable. Similar associations were found in REWIND and Tayside Bioresource. Further analyses in the EMPA-REG OUTCOME trial did not replicate this association. BMI variability's impact on 3P-MACE risk was independent of HbA1c variability.

Conclusions: In individuals with type 2 diabetes, increased BMI variability was found to be an independent risk factor for 3P-MACE across cardiovascular outcome trials and real-world datasets. Future research should attempt to establish a causal relationship between BMI variability and cardiovascular outcomes.

Keywords: 3P-MACE risk; BMI variability; Cardiovascular disease; Diabetes management; HbA1c variability; Health outcomes; Type 2 diabetes.

Publication types

  • Comparative Study
  • Observational Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Biomarkers* / blood
  • Blood Glucose / drug effects
  • Blood Glucose / metabolism
  • Body Mass Index*
  • Cardiovascular Diseases* / diagnosis
  • Cardiovascular Diseases* / epidemiology
  • Cardiovascular Diseases* / mortality
  • Diabetes Mellitus, Type 2* / blood
  • Diabetes Mellitus, Type 2* / complications
  • Diabetes Mellitus, Type 2* / diagnosis
  • Diabetes Mellitus, Type 2* / mortality
  • Female
  • Glycated Hemoglobin* / metabolism
  • Heart Disease Risk Factors*
  • Humans
  • Male
  • Middle Aged
  • Randomized Controlled Trials as Topic
  • Risk Assessment
  • Risk Factors
  • Sodium-Glucose Transporter 2 Inhibitors / adverse effects
  • Sodium-Glucose Transporter 2 Inhibitors / therapeutic use
  • Time Factors
  • Treatment Outcome

Substances

  • hemoglobin A1c protein, human
  • Glycated Hemoglobin
  • Biomarkers
  • Blood Glucose
  • Sodium-Glucose Transporter 2 Inhibitors