Our analysis identified the dysregulated process involved in the ‘regulation of secretion’, which indicates that COVID-19 alters the secretory pathways of the pancreas, likely affecting the insulin secretion and impacting the prognosis of DM patients. Here, INS is linked to diabetes mellitus.