Recent observations suggest that COVID-19 causes an “atypical” form of acute respiratory distress syndrome with impaired pulmonary circulation and enhanced thromboembolism. In this letter we have proposed that the interaction between erythrocytes and endothelial cells may have a crucial role in pathogenesis of COVID-19. Acknowledging this interaction suggests new targets for transnational research during the pandemic.