Here, the authors show that CBG regulators neutrophil elastase and alpha-1-antitrypsin control glucocorticoid bioavailability in adipose tissue, linking obesity and inflammation to metabolic outcomes in a sex-specific manner in mice and revealing parallels with human carriers of deleterious SERPINA1 mutations. This evidence concerns the gene ELANE and obesity due to melanocortin 4 receptor deficiency.