Several factors can affect INR levels, including diet, medications, and other health conditions. For instance, foods high in vitamin K can lower INR levels, while certain medications like antibiotics can increase them. Additionally, liver function, which can be affected by both cancer and its treatments, also plays a crucial role in INR levels.