A separate study found that a high serum level of cold-inducible RNA-binding protein predicted greater 1-year IPF progression and all-cause mortality, and that combining the cold-inducible RNA-binding protein and traditional GAP models improved C-statistics compared with either model alone [16]. Here, CIRBP is linked to idiopathic pulmonary fibrosis.