Moreover, PAI-1 is well recognized to be highly related to risk factors for severe COVID-19, including old age, obesity, diabetes, hypertension, cardiovascular disease, and chronic obstructive pulmonary disease26, 39. Here, SERPINE1 is linked to diabetes mellitus.