Provided are methods of screening compounds for any aspirin-related activity other than TAFI inhibition, and also for non-inhibition of TAFI. Compounds identified by the screening methods can be used to treat, prevent or manage in a patient pain, fever, colon cancer, pancreatic cancer or an inflammatory, platelet aggregation, fibrinolytic or hemorrhagic disease or disorder. Also provided is a method of evaluating test compounds for TAFI inhibitory activity wherein the TAFI inhibitory activity of these test compounds is compared to the TAFI inhibitory activity of aspirin or its derivatives or metabolites. Further provided is a method of treating, preventing or managing in a patient, a hemorrhagic or thrombotic disease or disorder with high dose aspirin or aspirin derivatives or metabolites. Also contemplated is a method of treating, preventing or managing in a patient, pain, fever, colon cancer, pancreatic cancer or an inflammatory, platelet aggregation, fibrinolytic or hemorrhagic disease or disorder comprising administering aspirin or a derivative thereof or any other therapeutic having at least one desired therapeutic or prophylactic activity of aspirin to a patient in need thereof and administering to the patient a factor that promotes TAFIa activity, e.g. stabilized TAFIa, to ameliorate one or more adverse side effects of the therapeutic. Compounds identified by the methods of the invention are also provided.