IL11 and idiopathic pulmonary fibrosis: These serial data analysis workflows revealed that IL11 and its receptor expression were upregulated in IPF lungs (n = 36) when compared to controls (n = 19) in bulk RNA-seq data (p<0.01) (Figure 1A).