In summary, CYP17A1, ENO2, NR3C1, and NGF were associated with EM from different perspectives, such as hormone metabolism, glycolysis metabolism, inflammatory response, and neural correlation, which provided important evidence for analyzing the pathogenesis and exploring new management methods of EM. Here, NGF is linked to erythema multiforme.