TNF and COVID-19: Stratifying patients by cytokine levels of high versus low using the cutoffs identified in the severe COVID-19 cases, we found that IL-17, but not TNFα or IL-1β cytokine could predict the need for mechanical ventilation and/or overall survival of patients, based on the first available measurement level after hospital admission (Fig 2A–2F).