Our in silico data mining approach identified: one protein, APOA1, significantly associated with type I and II diabetes in the PHENOPEDIA database; and two proteins, TWF2 and FKBP9, significantly associated with endurance training in https://www.extrameta.org/ (Amar et al., 2021) (Figure 5). This evidence concerns the gene APOA1 and diabetes mellitus.