In this article, we presented a retrospective analysis to establish an easy nomogram model with Krebs von den Lungen-6 (KL-6) and radiographic features to predict 28-day mortality in COVID-19 patients with pneumonia. This evidence concerns the gene MUC1 and COVID-19.