ICAM1 and COVID-19: Supporting this, one study reported that carriers of the TYK2 rs74956615 variant exhibit increased genetic susceptibility to severe COVID-19, which is strongly associated with elevated levels of Intercellular Adhesion Molecule-1 (ICAM-1).34