By conducting a series of experiments, we demonstrated that miR-3656 was significantly upregulated in CDEs; exosomes derived from CAFs and NFs could be transferred to ESCC cells; and miR-3656 could facilitate ESCC cell proliferation and migration by targeting ACAP2. The gene discussed is ACAP2; the disease is esophageal squamous cell carcinoma.