While the UMAP visualisation of model proximities has shown some heterogeneity and subclasses within some cancer types (e.g. breast and stomach cancer), analysis of the CLIFI values allows to identity the features responsible for this (bimodal distributions of ERα and others). This evidence concerns the gene ESR1 and cancer.