While serological tests offer many benefits, they are not without limitations. One major drawback is the lack of specificity and sensitivity in some tumor markers. Elevated levels of certain markers can be seen in non-cancerous conditions as well, leading to false positives. Moreover, some cancers do not produce detectable levels of tumor markers, making serological tests less effective.