In some cases, pathogens are not completely eliminated and persist in the host, leading to chronic infection. This can occur due to the pathogen's ability to evade the immune system or adapt to the host environment. Chronic infections, such as those caused by Hepatitis B or Mycobacterium tuberculosis, can lead to long-term health complications and require ongoing medical management.