To further investigate the potential role of gut microbiota-associated core macrophage genes in atherosclerosis, we applied unsupervised clustering methods based on the expression of PLEK, IRF8, BTK, CCR1, and CD68 to classify atherosclerosis patients into groups A and B (Figures 5A, B). Here, IRF8 is linked to atherosclerosis.