Pathogens mutate as a result of errors during the replication of their genetic material. These errors can be spontaneous or induced by environmental factors such as exposure to chemicals or radiation. Mutations can be beneficial, neutral, or harmful to the pathogen. Beneficial mutations may provide an evolutionary advantage, such as increased resistance to antibiotics or enhanced ability to evade the host's immune system.