And if you take certain medications, such as corticosteroids, biologic response modifiers or disease-modifying anti-rheumatic drugs, which lower your immune function, or if you have another health condition that tends to occur along with arthritis, such as heart disease and diabetes, your risk for influenza may be even higher.