Tolerance can develop for a variety of reasons. One primary reason is that cancer cells can mutate and become resistant to the drugs designed to kill them. Additionally, the body's metabolic system might adapt to the drug, breaking it down more efficiently, thereby reducing its efficacy. Factors like the frequency and dosage of the medication, as well as the patient's overall health, also play a role in the development of tolerance.