The GLP-1RA cohort compared with the SGLT2 cohort included more women, more Black people, had higher SDOHs and prevalence of thyroid disorders, kidney disease, and prior prescriptions of opioids, diuretics, antihistamines, and antidepressants. This evidence concerns the gene SLC5A2 and thyroid gland disorder.