Some biomarkers have shown associations with the severity of NSIP associated with RA-ILD, such as soluble programmed death molecule (sPD-1), which has also been linked to deteriorating lung function [13,24,32,34]. This evidence concerns the gene HOXD13 and interstitial lung disease.