TIMP1 and idiopathic pulmonary fibrosis: A histogram of the regression scores for each subject, calculated using the model coefficients for MMP8 (− 0.55), MMP9 (− 0.65) and TIMP1 (− 0.64) and their respective concentrations, is plotted in Fig. 5, with lower scores associating with IPF.