Title | Lifetime Cardiovascular Disease Risk by Coronary Artery Calcium Score in Individuals With and Without Diabetes: An Analysis From the Multi-Ethnic Study of Atherosclerosis. |
Publication Type | Journal Article |
Year of Publication | 2022 |
Authors | Ferket, BS, Hunink, MGMyriam, Masharani, U, Max, W, Yeboah, J, Burke, GL, Fleischmann, KE |
Journal | Diabetes Care |
Volume | 45 |
Issue | 4 |
Pagination | 975-982 |
Date Published | 2022 Apr 01 |
ISSN | 1935-5548 |
Keywords | Aged, 80 and over, Atherosclerosis, Calcium, Cardiovascular Diseases, Coronary Artery Disease, Coronary Vessels, Diabetes Mellitus, Humans, Nutrition Surveys, Prospective Studies, Risk Assessment, Risk Factors, United States, Vascular Calcification |
Abstract | OBJECTIVE: To assess lifetime cardiovascular disease (CVD) risk by coronary artery calcium (CAC) score in individuals with diabetes from the Multi-Ethnic Study of Atherosclerosis (MESA) and compare risk with that in individuals without diabetes. RESEARCH DESIGN AND METHODS: We developed a microsimulation model with well, diabetes, post-CVD, and death health states using multivariable time-dependent Cox regression with age as time scale. We initially used 10-year follow-up data of 6,769 MESA participants, including coronary heart disease (CHD) (n = 272), heart failure (n = 201), stroke (n = 186), and competing death (n = 619) and assessed predictive validity at 15 years. We externally validated the model in matched National Health and Nutrition Examination Survey (NHANES) participants. Subsequently, we predicted CVD risk until age 100 years by diabetes, 10-year pooled cohort equations risk, and CAC score category (0, 1-100, or 100+). RESULTS: The model showed good calibration and discriminative performance at 15 years, with discrimination indices 0.71-0.78 across outcomes. In the NHANES cohort, predicted 15-year mortality risk corresponded well with Kaplan-Meier risk, especially for those with diabetes: 29.6% (95% CI 24.9-34.8) vs. 32.4% (95% CI 27.2-37.2), respectively. Diabetes increased lifetime CVD risk, similar to shifting one CAC category upward (from 0 to 1-100 or from 1-100 to 100+). Patients with diabetes and CAC score of 0 had a lifetime CVD risk that overlapped with that of individuals without diabetes who were at low 10-year pooled cohort equations risk (<7.5%). CONCLUSIONS: Patients with diabetes carry a spectrum of CVD risk. CAC scoring may improve decisions for preventive interventions for patients with diabetes by better delineating lifetime CVD risk. |
DOI | 10.2337/dc21-1607 |
Alternate Journal | Diabetes Care |
PubMed ID | 35168253 |
PubMed Central ID | PMC9114718 |
Grant List | HHSN268201500003I / HL / NHLBI NIH HHS / United States N01HC95159 / HL / NHLBI NIH HHS / United States N01HC95160 / HL / NHLBI NIH HHS / United States N01HC95161 / HL / NHLBI NIH HHS / United States N01HC95162 / HL / NHLBI NIH HHS / United States N01HC95163 / HL / NHLBI NIH HHS / United States N01HC95164 / HL / NHLBI NIH HHS / United States N01HC95165 / HL / NHLBI NIH HHS / United States N01HC95166 / HL / NHLBI NIH HHS / United States N01HC95167 / HL / NHLBI NIH HHS / United States N01HC95168 / HL / NHLBI NIH HHS / United States N01HC95169 / HL / NHLBI NIH HHS / United States UL1 TR000040 / TR / NCATS NIH HHS / United States UL1 TR001079 / TR / NCATS NIH HHS / United States UL1 TR001420 / TR / NCATS NIH HHS / United States |