Cancer heterogeneity necessitates a multi-faceted approach to research. Studies must account for the diversity of cancer types and subtypes, which requires large, well-characterized cohorts and advanced analytical methods. Technologies like single-cell sequencing and bioinformatics are becoming increasingly important in dissecting the complexity of cancer.