To place the PTM-directed B cell response in the context of the total B cell population and its possible alterations in RA, we next identified B cell clusters using a self-organizing map (SOM) and normalized expression levels of the markers CD19, CD20, CD21, CD24, CD27, CD38, IgD, and IgM. Here, CD38 is linked to rheumatoid arthritis.