Drug resistance can develop through multiple mechanisms. Genetic mutations can alter the target of the drug, rendering it ineffective. Additionally, cancer cells can increase the expression of drug efflux pumps, which actively remove the drug from the cell. Resistance can also arise from changes in cell cycle dynamics or alterations in drug metabolism.