Long-term use of aspirin can increase bleeding risk due to its antiplatelet effect, prolonging bleeding time and interfering with vitamin K"s role in clotting factor synthesis. High doses compete with vitamin K, reducing its availability and causing bleeding; this can be managed with vitamin K supplementation.