A study comparing gene expression in lung tissues by microarray analysis from five patients with both lung cancer and IPF revealed five genes e.g. SMAD4, P21, MT1A, MMP7 and TIMP1; these were down-regulated in cancer tissue in comparison to IPF, in at least two of the patients [29]. Here, TIMP1 is linked to idiopathic pulmonary fibrosis.