Among these, we highlight 22 that are important for the development of T1DM (Supplement Figure S1), including apoptosis pathway and protein complex signaling (TGF-β, EGFR, Pi3K-Akt, HIF-1, TNF, mTOR, hippo, Notch etc.) Here, TNF is linked to type 1 diabetes mellitus.