Socioeconomic Status: Patients from lower socioeconomic backgrounds often face financial barriers to accessing comprehensive cancer care. This includes costs associated with treatments, transportation, and loss of income during recovery. Geographical Barriers: Patients living in rural or remote areas may have limited access to specialized cancer care facilities, which can hinder the provision of adequate treatment. Healthcare System Limitations: Variations in healthcare infrastructure and resources can lead to disparities in the availability and quality of cancer treatments. In some regions, there may be a shortage of oncologists or specialized equipment. Patient Preferences: In some cases, patients may opt out of recommended treatments due to personal beliefs, fear of side effects, or a desire to maintain quality of life. Provider Variability: Differences in clinical practice and physician experience can lead to inconsistencies in treatment recommendations.