What are the Challenges and Limitations of Using Gene Signatures in Cancer?
Despite their potential, gene signatures have several challenges and limitations. Variability in gene expression due to factors like tissue heterogeneity and technical differences in data acquisition can affect the reliability of gene signatures. Additionally, the complexity of cancer biology means that a single gene signature may not be universally applicable across different patient populations or cancer subtypes.
