We found that while there is no significant change in expression of VE-cadherin and claudin-5 in the decidua and chorionic villi of placentas from women with mild COVID-19, the amount of both adhesion molecules decreases significantly in the tissues derived from women with severe COVID-19. This evidence concerns the gene CDH5 and COVID-19.