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Impact of Simulated Risk Factor Management on Cardiovascular Disease and Costs in Type 2 Diabetes Using the ABC Model
Lee-Ling Lim1,2,3,4, Eric S H Lau2,3,5, Juliana N M Lui2,3,5
1Department of Medicine, Faculty of Medicine, University Malaya, Kuala Lumpur, Malaysia.
Insights
Intensive management of type 2 diabetes (T2D) risk factors significantly reduces cardiovascular disease (CVD) incidence and healthcare costs. Achieving multiple treatment targets lowers CVD events and offers substantial cost savings for patients with T2D.
Area of Science:
- Cardiology
- Endocrinology
- Public Health
Background:
- Type 2 diabetes (T2D) is a major risk factor for cardiovascular disease (CVD).
- Effective management of cardiometabolic risk factors is crucial for CVD prevention in T2D patients.
- The 'ABC' model (HbA1c, Blood Pressure, LDL-Cholesterol) provides a framework for multifactorial risk control.
Purpose of the Study:
- To evaluate the 3-year impact of scenario-based multifactorial control on CVD incidence in Asian patients with T2D.
- To assess the associated healthcare costs and potential savings with multifactorial intervention.
- To analyze the effectiveness of achieving multiple treatment targets on CVD events.
Main Methods:
- Utilized the validated 'ABC' model to simulate CVD incidence and costs over 3 years.
- Included patients with T2D from the Joint Asia Diabetes Evaluation (JADE) Register across 11 Asian countries/jurisdictions.
- Simulated achievement of HbA1c < 7%, BP < 130/80 mmHg, risk-stratified LDL-C, smoking cessation, and weight reduction targets.
Main Results:
- The study included 103,958 T2D patients; 16.5% had prior CVD.
- Simulated achievement of all three ABC targets reduced CVD incidence rates by 30.2%-40.01%.
- In China, simulations suggested averting over 1.17 million CVD events annually with potential savings exceeding US$11.29 billion.
Conclusions:
- Multifactorial management of cardiometabolic risk factors significantly impacts CVD prevention in T2D.
- Achieving treatment targets leads to substantial reductions in CVD incidence.
- This approach offers significant healthcare cost savings for T2D patients.
Aims:
We evaluated the impact of scenario-based multifactorial control on the 3-year incidence of fatal/non-fatal cardiovascular disease (CVD) and associated healthcare costs in Asian patients with type 2 diabetes (T2D).
Materials And Methods:
We applied the validated 'ABC' model to simulate the 3-year impact of attaining multiple treatment targets (HbA1c < 7%, blood pressure [BP] < 130/80 mmHg, risk-stratified LDL-C target [ABC], smoking cessation and weight reduction) on the incidence of fatal/non-fatal CVD (ischaemic heart disease and stroke) in patients with T2D enrolled from 11 Asian countries/jurisdictions in the Joint Asia Diabetes Evaluation (JADE) Register. We estimated the costs of these simulated CVD events and potential cost savings with multifactorial intervention.
Results:
Amongst 103 958 patients with T2D (53.4% men, 12.0% current smokers, mean [SD] age 57.6 [11.8], HbA1c 7.96 [1.87], systolic BP 132.0 [17.4] mmHg, LDL-C 2.6 [0.95] mmol/L, BMI 26.2 [4.5] kg/m2), 17 151 (16.5%) had prior CVD and 86 807 (83.5%) had no CVD at baseline. In the CVD group, 1.5% achieved all three ABC targets and 5.1% in the nonCVD group at baseline. In the CVD group, the estimated incidence rate for CVD was 61.60 per 1000-person-years (PY), and 11.65 per 1000-PY in the non-CVD group. Simulated achievement of all three ABC targets reduced the incidence rates by 35.1%-40.01% per 1000-PY in the CVD group and by 30.2%-8.13% per 1000-PY in the non-CVD group. In China, these scenario-based simulations might avert 1 177 682 CVD events per year with a potential saving of US$ 11 292 823 476.
Conclusions:
Multifactorial management of cardiometabolic risk factors may have a substantial impact on CVD prevention, with cost savings in patients with T2D.
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