Combined with scRNA-seq results, we hypothesized that exosomal miR-30b-5p/GJA1 pathway might participate in tumor angiogenesis under hypoxic condition in PDAC through regulating gap junction communication. The gene discussed is GJA1; the disease is neoplasm.