What Challenges Exist in Trajectory Inference for Cancer?
Despite its potential, trajectory inference in cancer research faces several challenges:
Data Quality: High variability and noise in scRNA-seq data can complicate trajectory construction. Complexity: Tumors often consist of multiple, interacting cell types, making it difficult to infer clear trajectories. Temporal Resolution: Capturing the dynamic process of cancer progression at different time points is challenging.
