CD24 and alkaline phosphatase measurement: Notably, HLA DR+ NK AC, CD19 on IgD+ CD24+ B cells, CD19 on memory B cells, and IgD on transitional cells demonstrated bidirectional MR causal associations with AP (Supplementary Figure S2).