In particular, single-cell RNA sequencing of peripheral blood mononuclear cells (PBMCs) from IPF patients revealed a significant increase in effector CD8 + T cells, which may reflect disease activity and immune dysregulation [14]. Here, CD8A is linked to idiopathic pulmonary fibrosis.