Medicine-ingredient-target-disease network and PPI network analysis showed that IL6, SRC, MAPK1, MAPK3, VEGFA, EGFR, HRAS and CASP3 may be the core targets of semen armeniacae amarum treating COVID-19. Here, MAPK3 is linked to COVID-19.