Notably, ITGB8 + macrophages exhibited elevated levels of pro-tumorigenic markers associated with M2-like tumor-associated macrophages, including FN1 [43], IL1β [44], CCL4L2 [45], and CCL3L1 [46] (Fig. 5A). Here, CCL4L2 is linked to neoplasm.