However, this approach is unable to capture more subtle topological features hidden in data, especially if those features are further masked by data transforms or significant batch effects or donor-to-donor variations in clinical data.  Furthermore, these results are novel in their ability to capture shape and structure of cytometry data, something not described by other analyses.
THERM