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Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
From Risk Determinants to Clinical Action: Understanding and Implementing the Cardiovascular‑Kidney‑Metabolic
Tazeen H Jafar1,2,3, Anqi Zhu1, Oluwabunmi Ogungbe4,5
1Program in Health Services Research and Population Health, Duke-NUS Medical School, Singapore.
Abstract:
The cardiovascular-kidney-metabolic (CKM) syndrome is a major and growing global health burden, with disproportionate impact among socioeconomically disadvantaged populations. It reflects the interconnectedness of cardiovascular disease, CKD, and metabolic dysfunction, driven by excess adiposity (particularly visceral obesity and ectopic fat deposition), insulin resistance, inflammation, vascular dysfunction, and other metabolic perturbations. The American Heart Association introduced the CKM syndrome framework, defining a five-stage (0-4) continuum that captures progressive risk of cardiovascular morbidity and mortality. The American Heart Association also proposed a CKM health framework that emphasizes multidisciplinary care of patients with CKM syndrome for early detection, monitoring, and prevention at the health systems and population health levels. This approach is aligned with the integrated cardio-kidney-metabolic care principles advocated by key professional societies such as the American Society of Nephrology, Kidney Disease Improving Global Outcomes, and the American Diabetes Association. This review synthesized current evidence on the development and progression of CKM syndrome, highlighting the important roles of biologic mechanisms, shared risk factors, and social determinants of health in driving its complex, multidirectional pathophysiology. We summarized key components of the CKM health framework and discussed how combining lifestyle interventions with CKM-targeted, multidisease-modifying pharmacotherapies often necessitates a multidisciplinary approach to optimize CKM care. Finally, we outlined practical considerations and emerging strategies for coadapting and integrating CKM care into routine clinical practice, drawing on implementation frameworks to enhance feasibility, adoption, and sustainability. These efforts may help inform ongoing multicenter initiatives to develop CKM clinical practice and public health guidelines and ultimately address underlying risk factors and social determinants of health to reduce cardiovascular, kidney, and metabolic morbidity and mortality.
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