Despite its many advantages, Monocle has some limitations, including:
Computational Complexity: The analysis can be computationally intensive, requiring substantial resources. Data Quality: The quality of the input data can significantly affect the results, necessitating careful preprocessing. Interpretation Challenges: The resulting pseudotime trajectories and gene expression patterns can be complex to interpret.
