In summary, our meta-analysis identified that male sex, older age, longer duration of RA, older age at onset of RA, smoking, positive RF, positive ACPA, elevated RF titer, elevated ACPA titer, higher ESR and higher CRP were factors associated with RA-ILD. Here, PRTN3 is linked to interstitial lung disease.