In this work, our digital data comes from CGMs and insulin pumps used by 250 subjects with diabetes, primarily type 1 diabetes (ages 2–76 years, diabetes duration is between 0 and 60 years); see Table 2 in the Methods section for more details. This evidence concerns the gene INS and type 1 diabetes mellitus.