Several immune cell types, such as activated dendritic cells, CD56bright natural killer cells, central memory CD8+ T cells, effector memory CD4+ T cells, eosinophils, and macrophages, exhibited consistent correlations in the BMI>30 and AP datasets. Here, CD8A is linked to alkaline phosphatase measurement.