There are several challenges associated with using proteomic data in cancer research. One major challenge is the complexity of the proteome, as proteins undergo various post-translational modifications that can affect their function. Another challenge is the heterogeneity of cancer, as different types and subtypes of cancer can exhibit distinct proteomic profiles. Additionally, the large volume of data generated requires robust data storage and processing capabilities.
