Sterile inflammation is an immune response triggered by non-infectious stimuli, such as tissue damage or metabolic stress, rather than pathogens. It plays a crucial role in various diseases, including atherosclerosis, Alzheimer's, and cancer, where it contributes to chronic inflammation and tissue damage.