Some shellfish and certain fish such as herring, sardines, mackerel and anchovies are also high in purines, which are natural chemicals found in both plant and animal cells.Unfortunately, these are also the oily fish containing omega-3 fats, found to reduce inflammation with some forms of arthritis.