HSPA5 and type 1 diabetes mellitus: Finally, in order to define the maturity of β-cells in T1D subjects, we performed pseudo-timing analysis by in silico pseudo-time reconstruction in single-cell RNA-seq analysis using TSCAN66, and Monocle 367 packages in R. We showed a gradual decrease of β-cell markers and increase of BiP (Fig. 7c).