Using bulk RNA-Seq data on patients with early RA and those with established RA and GeoMx DSP data from the R4RA trial, we observed that HSPD1 (as well as CALR) was preferentially expressed in the lympho-myeloid pathotype and in spatial association with ELSs. This evidence concerns the gene CALR and rheumatoid arthritis.