What are the Challenges in Cancer Transcriptome Analysis?
While transcriptome analysis provides valuable insights, it also presents challenges. Tumor heterogeneity can complicate the analysis as different cell populations within a tumor may have distinct transcriptomic profiles. Additionally, the vast amount of data generated requires robust computational tools and expertise in bioinformatics for processing and interpretation. Furthermore, distinguishing between causative and consequential changes in gene expression can be challenging.
