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. This evidence concerns the gene ESR1 and interstitial lung disease.