Indeed, the including of MMP-3 in the combination of four independent risk factors sex, current smoker, RF, and CRP improved the diagnostic accuracy of the nomogram for ILD in RA patients, as compared to that which generated a combination of four risk factors alone (Figure 6). Here, MMP3 is linked to interstitial lung disease.