Studies have found that hypoadiponectinemia and elevated circulating PAI-1 levels are causally linked to obesity-related insulin resistance and cardiovascular diseases (Li et al., 2011; Vecchiola et al., 2022). Here, SERPINE1 is linked to adiponectin deficiency.