TNF and COVID-19: Additionally, it was seen that of the many hallmarks inflammatory mediators analyzed, only IL-1, IL-6, and TNF had a significant association with post-acute sequelae of COVID-19 such as fatigue, dyspnea, and issues with concentration [27].