Cancer research is guided by several core ethical principles, including beneficence, non-maleficence, autonomy, and justice. Beneficence involves maximizing benefits and minimizing harm to participants. Non-maleficence requires researchers to avoid causing harm. Autonomy respects participants' rights to make informed decisions, and justice ensures equitable distribution of research benefits and burdens.