This is a single-center observational registry study aiming to establish a structured clinical and multimodal imaging database for cardiovascular-kidney-metabolic (CKM) populations and to support lifecycle follow-up and outcome management. Adult patients aged 18-80 years with cardiovascular, kidney, and/or metabolic diseases or key data for CKM phenotyping will be enrolled at the First Affiliated Hospital of Fujian Medical University. The study integrates retrospective data entry and prospective follow-up, including clinical records, laboratory tests, medications, electrocardiography, echocardiography, vascular function assessment, carotid and abdominal ultrasound, bone density, coronary CTA and post-processing data. The primary outcome is the first occurrence of a cardiorenal composite endpoint. Participants will be followed for up to 5 years through active annual follow-up and passive monthly data updates to support risk stratification, real-world evidence generation, and CKM management pathway optimization.