The Burden of Demonstrating Statistical Validity of Clusters

Background Clustering of patients to find new “phenotypes” is now a fad. For example, repeating the false assertion that diabetes was ever a binary diagnosis , Ahlqvist et al claimed to have found 5 diabetes subtypes using a purely statistical analysis not driven by clinical knowledge. What they found is likely just inefficient prognostic stratification that could be improved upon by directly…