The GLP1-RAs vs sodium-glucose cotransporter-2 (SGLT-2) inhibitors cohort included new users of GLP-1 RAs ( n = 83,464 ) or SGLT-2 inhibitors ( n = 78,366 ), and the GLP1-RAs vs dipeptidyl peptidase-4 (DPP-4) inhibitors cohort included new users of GLP-1 RAs ( n = 108,322 ) or DPP-4 inhibitors ( n = 55,411 )
Results Our analysis revealed that the traditional logistic regression model outperforms the other machine learning models, with an area under the Receiver Operating Characteristic curve (auROC) of 0.77.Our model showed that higher pre-treatment HbA1C is a dominant feature for predicting better response to GLP-1 M, while features such as use of thiazolidinediones or sulfonylureas is correlated with poorer response to GLP-1 M, as assessed by lowering of hemoglobin A1C (HbA1C), a standard marker of glycated hemoglobin used for assessing glycemic control in individuals with diabetes
Polyak, S
What foods are better options to eat while on Wegovy
While individual responses vary, knowing what to expect each week can provide clarity and confidence in your weight loss journey
Reduced Glutathione (GSH) 4.1.2