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A comprehensive review of the literature was conducted to examine the etiology of HFpEF, the role of endothelial dysfunction, and the effects of GLP-1R agonists on endothelial function and heart failure outcomes

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Capillary glucose, serum insulin, and plasma GLP-1 concentrations were measured at the same time points

We used version 2 of the Cochrane risk-of-bias tool (ROB 2) to assess the risk of bias, conducted frequentist random-effects network meta-analyses and evaluated confidence in effect estimates utilising the Confidence In Network Meta-Analysis (CINeMA) framework