Especially, DDX27, RCL1, and TFB2M were significantly linked to most immune cell populations and immune checkpoints, indicating that above characteristic RBPs might participate in modulating immune cell infiltrations during IgA nephropathy progression. Here, TFB2M is linked to IgA glomerulonephritis.