However, DEG analysis revealed higher expression levels of cytokines such as CCL3, CCL4, CXCL3 and CXCL8 in the macrophages of patients with ALS compared with the control group (Fig. 4D). Here, CCL4 is linked to amyotrophic lateral sclerosis.