Confounding by obesity and cardiovascular conditions would preferentially affect GLP-1 receptor agonists and SGLT2 inhibitors, and bias the RR estimates for MCMs upward. This evidence concerns the gene SLC5A2 and obesity due to melanocortin 4 receptor deficiency.