The calibration curves suggested that the nomogram model curves had high overlap with the ideal model, indicating that the nomogram model composed of three genes, SGK1, DYSF and MSRB1, showed good diagnostic prediction for ARDS. Here, DYSF is linked to acute respiratory distress syndrome.