Older age, longer length of hospitalization, longer duration of mechanical ventilation, tracheostomy, diabetes, and higher levels of CRP and PCT were associated with oral intake difficulty in patients with severe COVID-19. This evidence concerns the gene CRP and diabetes mellitus.