TNF and idiopathic pulmonary fibrosis: Limitations of this study include the small numbers of AECI recovered from IPF tissue and discrepancies between single nuclear RNA sequencing and single-cell RNA sequencing, which limited our ability to confirm IL1B, TNF, and IL6 differential expression in IPF in the Colorado dataset.