Table 1: Number of hallmark genes of 34 cancer types in three kinds of variation.
    See accompanying Excel file

Table 2: Gene sets of 10 hallmarks.
    See accompanying Excel file

Table 3: Description keywords and characteristic pathways of different hallmarks.
    See accompanying Excel file

Table 4: All hallmarker genes’ variation frequency in 34 cancer types.
    See accompanying Excel file