Background: Individuals with CKD have a high burden of cardiovascular disease (CVD). Abnormalities in cardiac structure and function represent subclinical CVD and can be assessed by cardiac magnetic resonance imaging (cMRI)., Methods: We investigated differences in cMRI parameters in 140 individuals with CKD stages 3b-4 who participated in the CKD Optimal Management with BInders and NicotinamidE (COMBINE) trial and in 24 age- and sex-matched healthy volunteers. Among COMBINE participants, we examined the associations of eGFR, urine albumin-creatinine ratio (UACR), phosphate, fibroblast growth factor 23 (FGF23), and parathyroid hormone (PTH) with baseline ( N =140) and 12-month change ( N =112) in cMRI parameters., Results: Mean (SD) ages of the COMBINE participants and healthy volunteers were 64.9 (11.9) and 60.4 (7.3) years, respectively. The mean (SD) baseline eGFR values in COMBINE participants were 32.1 (8.0) and 85.9 (16.0) ml/min per 1.73 m 2 in healthy volunteers. The median (interquartile range [IQR]) UACR in COMBINE participants was 154 (20.3-540.0) mg/g. Individuals with CKD had lower mitral valve E/A ratio compared with healthy volunteers (for CKD versus non-CKD, β estimate, -0.13; 95% CI, -0.24 to -0.012). Among COMBINE participants, multivariable linear regression analyses showed that higher UACR was significantly associated with lower mitral valve E/A ratio ( β estimate per 1 unit increase in natural-log UACR, -0.06; 95% CI, -0.09 to -0.03). This finding was preserved among individuals without baseline CVD. UACR was not associated with 12-month change in any cMRI parameter. eGFR, phosphate, FGF23, and PTH were not associated with any cMRI parameter in cross-sectional or change analyses., Conclusions: Individuals with CKD stages 3b-4 have evidence of cMRI abnormalities. Albuminuria was independently associated with diastolic dysfunction, as assessed by mitral valve E/A ratio, in individuals with CKD with and without clinical CVD. Albuminuria was not associated with change in any cMRI parameter., Competing Interests: G.A. Block reports receiving research funding from Akebia, Ardelyx, and GlaxoSmithKline; having consultancy agreements with Akebia, Keryx, Kirin, and Reata; receiving honoraria from Amgen and Kirin; serving as a scientific advisor for or member of Ardelyx, CJASN, Kirin, and Reata; having ownership interest in Ardelyx and Reata; and having other interests in/relationships with DaVita (previously medical director), Kidney Disease Improving Global Outcomes (previously on Executive Commitee), and Reata (previous employment). J. Carr reports serving on a speakers bureau for Bayer; receiving honoraria from Bayer, Bracco, and Guerbet; having consultancy agreements with Bayer, Bracco, and Siemens; receiving research funding from Bayer, Guerbet, and Siemens; and serving as a scientific advisor for or member of the Society for Cardiovascular MRI. A.K. Cheung reports having consultancy agreements with, and receiving honoraria from, Boehringer Ingelheim, Calliditas, and UptoDate; serving as a scientific advisor for or member of Hong Kong Journal of Nephrology, JASN, and Kidney Diseases; having other interests in/relationships with KDIGO; and having ownership interest in Merck. M. Chonchol reports having consultancy agreements with Amgen, Corvidia, Otsuka, Reata, Tricidia, and Vifor; receiving honoraria from Amgen, Corvidia, Reata, Tricidia, and Vifor; serving as a scientific advisor for or member of the CJASN editorial board; and receiving research funding from the Corvidia, National Institutes of Health (NIH), Otsuka, Reata, and Sanofi. L.F. Fried reports having consultancy agreements with Bayer, and serving on data safety monitoring boards for CSL Behring and Novo Nordisk. J.J. Gassman reports having consultancy agreements with, and receiving honoraria from, the Baim Institute (Harvard Clinical Research Institute). T. Isakova reports having consultancy agreements with, and receiving honoraria from, Akebia Therapeutics Inc.; and serving as an associate editor of American Journal of Kidney Diseases. J.H. Ix reports serving as a scientific advisor for or member of AlphaYoung; having consultancy agreements with Ardelyx, AstraZeneca, Bayer, Jnana, and Sanifit; and receiving research funding from Baxter International. R. Mehta reports having ownership interest in AbbVie Inc.; having consultancy agreements with, and receiving honoraria from, Akebia/Otsuka and AstraZeneca; and serving on the editorial board of the Journal of Cardiac Failure. J.P. Middleton reports serving on the editorial board for Advances in Chronic Kidney Disease and on a data safety monitoring board for the NIDDK; having consultancy agreements with AstraZeneca and Vifor/Relypsa; receiving research funding from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) and Vifor/Relypsa; having other interests in/relationships with Raleigh Radiology (via spouse); and receiving honoraria from Relypsa/Vifor. D.S. Raj reports having other interests in/relationships with the American Association of Kidney Patients; serving as a scientific advisor for or member of the National Heart, Lung, and Blood Institute (NHLBI), NIDDK, and Novo Nordisk; receiving research funding from NIH; and having consultancy agreements with, and receiving honoraria from, Novo Nordisk. K.L. Raphael reports having consultancy agreements with AstraZeneca. S.M. Sprague reports serving as a scientific advisor for or member of the American Association of Endocrine Surgeons American Journal of Nephrology, International Federation of Clinical Chemistry and Laboratory Medicine Work Group for Parathyroid Hormone, and National Kidney Foundation of Illinois; having consultancy agreements with Amgen, Ardelyx, Fresenius, Horizon, Litholink Corp., OPKO, Shire, and Vifor; receiving research funding from Amgen, Ardelyx, OPKO, and Reata; receiving honoraria from Amgen, Ardelyx, Fresenius, Horizon, OPKO, and Vifor; serving on speakers bureaus for Amgen, Fresenius, Horizon, and OPKO; and having ownership interest via individually owned stocks in Apple, Bristol Myers, Coca Cola, First Australia Fund, IBM, Paycheck, US Concrete, and Walgreens. A. Srivastava reports serving on a speaker’s bureau for AstraZeneca; receiving honoraria from AstraZeneca, Bayer, and Horizon Therapeutics PLC; and having consultancy agreements with CVS Caremark and Tate & Latham (medicolegal consulting). M. Wolf reports having consultancy agreements with, and receiving honoraria from, Akebia, Amgen, Ardelyx, AstraZeneca, Bayer, Pharmacosmos, Unicycive, and Walden; and having ownership interest in, and serving as a scientific advisor for or member of, Akebia, Unicycive, and Walden. All remaining authors have nothing to disclose.All remaining authors have nothing to disclose., (Copyright © 2022 by the American Society of Nephrology.)