Lastly, to assess potential interactions between proteins in the APOE ε4 signature and environmental variables across the diseases, we performed a correlation network analysis between proteins and 18 clinical and lifestyle variables collected in the GNPC dataset, such as hypertension, smoking, and diabetes (Supplementary Table 1 and Fig. 1a). This evidence concerns the gene APOE and diabetes mellitus.