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Abstract
Background: Type 2 diabetes (T2D) cardiovascular disease (CVD) risk assessment has limitations. The aim of this study was to develop a risk equation adding heart failure (HF) to conventional major adverse cardiovascular events (MACE, myocardial infarction, stroke, and CVD death) and allowing for non-CVD death. Methods: 1551 community-based people with T2D (mean age 66 years, 52% males) were followed from baseline in 2008-2011 for five years to the first CVD event/death. Cox and competing risk regression identified predictors of three-point MACE and four-point MACE (including HF). Discrimination was assessed by the area under the receiver-operating characteristic curve (AUC) and calibration by the Hosmer-Lemeshow test. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were determined for a 10% five-year CVD risk cut-off. Results: 143 participants (9.2%) experienced a three-point MACE during 7,111 person-years of follow-up and 245 (15.8%) a four-point MACE during 6,896 person-years. The best model was the competing risk four-point MACE (221 predicted events (14.3%), AUC 0.82 (95% CI: 0.79-0.85), Hosmer-Lemeshow test, p = 0.17, sensitivity 79.2%, specificity 68.1%, PPV 31.8%, NPV 94.6%) with validation in 177 adults with T2D from an independent population (AUC 0.81 (0.74-0.89). Conclusions: A validated four-point MACE competing risk model reliably predicts key T2D CVD outcomes.
Original language | English |
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Article number | 1428 |
Number of pages | 15 |
Journal | Journal of Clinical Medicine |
Volume | 9 |
Issue number | 5 |
DOIs | |
Publication status | Published - May 2020 |
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Dive into the research topics of 'Contemporary Cardiovascular Risk Assessment for Type 2 Diabetes Including Heart Failure as an Outcome: The Fremantle Diabetes Study Phase II'. Together they form a unique fingerprint.Projects
- 2 Finished
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The Fremantle Diabetes Study Phase II - A Community Based Study of Diabetes Care Control Complications & Cost
Davis, T. (Investigator 01), Bruce, D. (Investigator 02), Davis, W. (Investigator 03), Chubb, S. (Investigator 04), Starkstein, S. (Investigator 05), Clarke, P. (Investigator 06), McAullay, D. (Investigator 07) & Norman, P. (Investigator 08)
NHMRC National Health and Medical Research Council
1/01/13 → 31/12/18
Project: Research
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The Fremantle Diabetes Study Phase II - A Community Based Study of Diabetes Care Control Complications and Cost
Davis, T. (Chief Investigator), Bruce, D. (Chief Investigator), Davis, W. (Chief Investigator), Davis, E. (Chief Investigator), Geelhoed, E. (Chief Investigator) & Knuiman, M. (Chief Investigator)
1/01/08 → 31/12/12
Project: Research