Further, tools such as this can identify patterns not previously recognized in known progerias, for instance we observe that XPA, CS and AT cluster closely together while XPB [20] and XPG [21] that in rare cases can lead to a CS like phenotype are in a separate, but associated, cluster. Here, XPA is linked to Cowden syndrome 1.