TY - JOUR
T1 - Comparing incidence of heart failure in individuals with enlarged cardiac chambers versus diabetes
AU - Mirjalili, Seyed Reza
AU - Atlas, Kyle
AU - Reeves, Anthony P.
AU - Zhang, Chenyu
AU - Wasserthal, Jakob
AU - Azimi, Amir
AU - Hashemi, Ali
AU - Mozafarybazargany, Mohammadhossein
AU - Ghaffari Jolfayi, Amir
AU - Atlas, Thomas
AU - Henschke, Claudia I.
AU - Yankelevitz, David F.
AU - Zulueta, Javier J.
AU - Mechanick, Jeffrey
AU - Branch, Andrea D.
AU - Ma, Ning
AU - Yip, Rowena
AU - Fan, Wenjun
AU - Roy, Sion K.
AU - Nasir, Khurram
AU - Molloi, Sabee
AU - Fayad, Zahi
AU - McConnell, Michael V.
AU - Kakadiaris, Ioannis A.
AU - Abela, George
AU - Vliegenthart, Rozemarijn
AU - Maron, David J.
AU - Narula, Jagat
AU - Williams, Kim A.
AU - Shah, Prediman K.
AU - Budoff, Matthew J.
AU - Levy, Daniel
AU - Mehran, Roxana
AU - Kloner, Robert A.
AU - Wong, Nathan D.
AU - Naghavi, Morteza
N1 - Publisher Copyright:
© 2026 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license. http://creativecommons.org/licenses/by-nc-nd/4.0/
PY - 2026
Y1 - 2026
N2 - Background: Opportunistic cardiac chamber volumetry derived from coronary artery calcium (CAC) scans using the AI-CVD platform predicts heart failure (HF) independent of conventional risk factors. Type 2 diabetes mellitus (T2DM), which classifies individuals as Stage A HF, is associated with chamber enlargement; however, the HF risk associated with chamber enlargement in the absence of T2DM has not been characterized. Methods: We analyzed left atrial (LA) and left ventricular (LV) volumes and mass, indexed to body surface area, using AI-CVD chamber volumetry of 7585 asymptomatic participants in the pooled cohort of Multi-Ethnic Study of Atherosclerosis (MESA) and Framingham Heart Study (FHS) second, and third generation (MESA & FHS; mean age 62.7 ± 14.6 years, 48.6 % male, 10.6 % with T2DM). Chambers were classified as enlarged (≥95th) or normal (<50th percentile). Cox regression and Kaplan–Meier analyses with log-rank tests were performed. Results: Over a median follow-up of 17.1 years, 438 HF events occurred. Individuals without T2DM, with enlarged chambers had HF incidence rates comparable to or higher than individuals with T2DM and normal chambers: LA volume 16.4 vs 8.7 (p = 0.001), LV volume 8.1 vs 8.9 (p = 0.66), and LV mass 10.1 vs 8.9 (p = 0.55) per 1000 person-years. After multivariable adjustment, compared with normal chambers, enlarged LA (HR 2.5[1.9–3.3]), LV (HR 3.5[2.3–5.4]), and LV mass (HR 3.2[2.2–4.9]) remained independently associated with HF in individuals without T2DM. Conclusion: AI-derived cardiac chamber enlargement measured in CAC scans is associated with HF incidence in individuals without T2DM, supporting its potential utility in HF risk stratification.
AB - Background: Opportunistic cardiac chamber volumetry derived from coronary artery calcium (CAC) scans using the AI-CVD platform predicts heart failure (HF) independent of conventional risk factors. Type 2 diabetes mellitus (T2DM), which classifies individuals as Stage A HF, is associated with chamber enlargement; however, the HF risk associated with chamber enlargement in the absence of T2DM has not been characterized. Methods: We analyzed left atrial (LA) and left ventricular (LV) volumes and mass, indexed to body surface area, using AI-CVD chamber volumetry of 7585 asymptomatic participants in the pooled cohort of Multi-Ethnic Study of Atherosclerosis (MESA) and Framingham Heart Study (FHS) second, and third generation (MESA & FHS; mean age 62.7 ± 14.6 years, 48.6 % male, 10.6 % with T2DM). Chambers were classified as enlarged (≥95th) or normal (<50th percentile). Cox regression and Kaplan–Meier analyses with log-rank tests were performed. Results: Over a median follow-up of 17.1 years, 438 HF events occurred. Individuals without T2DM, with enlarged chambers had HF incidence rates comparable to or higher than individuals with T2DM and normal chambers: LA volume 16.4 vs 8.7 (p = 0.001), LV volume 8.1 vs 8.9 (p = 0.66), and LV mass 10.1 vs 8.9 (p = 0.55) per 1000 person-years. After multivariable adjustment, compared with normal chambers, enlarged LA (HR 2.5[1.9–3.3]), LV (HR 3.5[2.3–5.4]), and LV mass (HR 3.2[2.2–4.9]) remained independently associated with HF in individuals without T2DM. Conclusion: AI-derived cardiac chamber enlargement measured in CAC scans is associated with HF incidence in individuals without T2DM, supporting its potential utility in HF risk stratification.
KW - Artificial intelligence
KW - Diabetes mellitus
KW - Diagnostic imaging
KW - Heart atria
KW - Heart failure
KW - Heart ventricle
UR - https://www.scopus.com/pages/publications/105038635805
U2 - 10.1016/j.ajpc.2026.101656
DO - 10.1016/j.ajpc.2026.101656
M3 - Article
AN - SCOPUS:105038635805
SN - 2666-6677
JO - American Journal of Preventive Cardiology
JF - American Journal of Preventive Cardiology
M1 - 101656
ER -