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Objective: Evaluating the change trajectories of triglyceride-glucose (TyG) index calculated after multiple tests in elderly heart failure (HF) patients may have clinical implications for predicting long-term adverse cardiovascular events (MACEs).

Methods: This retrospective study included 1184 elderly HF (LVEF ≥50%) patients with diabetes admitted to our center between January 2015 and January 2020. Based on the multiple TyG levels detected during the exposure period with annual measurements, three distinct TyG trajectories were determined using latent mixture modeling: low-stable group (TyG index <8.

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