If you take it in moderation, collagen does not possess any detrimental effects on the kidney. However, people with a high risk of developing kidney stones must avoid taking collagen. That is because collagen contains a type of amino acid called hydroxyproline. It increases the amount of oxalate in the body. Excess oxalate later converts into kidney stones.