Cardiovascular medication was not significantly associated, but these medications (e.g., angiotensin-converting enzyme inhibitors, sodium or potassium channel blockers) are known risk factors for hyponatremia due to either direct effects on kidney function or hormonal regulation [23,24]. Here, ACE is linked to Hyponatremia.