IGHM and Arthritis: Given both Ighg2b/Ighm and Ighg3/Ighm showed significant negative correlations with talus bone volume, we performed a multiple linear regression to control for the effects of the differentially expressed immunoglobulins and the stage of arthritis (Early vs Advanced).