What are the Limitations of Microarray Data in Cancer Research?
Despite its advantages, microarray data has some limitations:
Data complexity: The amount of data generated can be overwhelming and challenging to analyze. Variability: Differences in sample preparation and processing can introduce variability. Sensitivity: Microarrays may not detect low-abundance transcripts effectively. Dynamic range: Limited dynamic range compared to other techniques like RNA-Seq.
