Write SQL query to solve given problem: How many patients are allergic to eggs?. Keep the solution inside sql tag ```sql [SQL-Query] ```
SELECT COUNT(PATIENT) FROM allergies WHERE DESCRIPTION = 'Allergy to eggs'