Among all upregulated DEGs of AT1, LMOD1 (logFC = 1.09), a reported marker gene for idiopathic pulmonary fibrosis,39 ranked here as the most upregulated gene (Fig. 2c; Supplementary information, Fig. S3c). Here, LMOD1 is linked to pulmonary fibrosis.