We find that circulating T1IFN ratio corresponds to strikingly different gene expression patterns in the RA patient monocytes, and that particular transcripts such as JAK1 are highly informative and could suggest alternate therapeutic avenues in patients who are predicted to be TNFi non-responders. This evidence concerns the gene JAK1 and rheumatoid arthritis.