A Break down of foods to avoid and alternatives. 1  Dairy products - Are known to cause sinus problems.You can include sardines, seaweed and leafy green vegetables which are much better sources of calcium. 2  Fruit juice - It is much better if you eat fruit rather than drink a fruit juice.