In this study, using multivariable logistic regression analyses, advanced age, a high level of respiratory rate, LDH and hs-cTnI, and lymphopenia and thrombocytopenia at admission were found to be strongly associated with the incidence of critical ilness in patients with serious COVID-19. Here, TNNI3 is linked to Thrombocytopenia.