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In preclinical models , GLP-1 receptor activation has been shown to decrease fat mass and overall body weight

LightGBM is a gradient boosting framework using tree-based learning algorithms

Several clinical trials have also shown that GLP-1s can reduce an inflammation marker in the bloodbut its still unclear how much of that improvement is the result of weight loss or an independent effect of the drugs

4.1 Cardiac surgery (heart and systemic organ protection) Cardiac surgeries like coronary artery bypass grafting (CABG) or valve replacement commonly utilize cardiopulmonary bypass (CPB), which triggers a significant systemic inflammatory response due to blood contact with artificial surfaces, ischemia-reperfusion of the heart, and global hypothermia/rewarming (166, 167)

[,] However, the immediate-release formulations frequent dosing may be less convenient, affecting patient compliance