Despite their importance, studying CNAs presents several challenges:
The heterogeneity of tumors means that different cells within the same tumor can have different CNAs, complicating analysis. Technical limitations and biases in detection methods can affect the accuracy and resolution of CNA identification. Interpreting the functional impact of CNAs can be complex, as not all CNAs contribute equally to cancer development and progression.