The study identified IL-6, TNF, IL-1β, IL-10, and IL-2 as the five most distinctive cytokines that could effectively differentiate between individuals who had COVID-19 (including those with long COVID) and those who had never been exposed to the virus. The gene discussed is IL1B; the disease is COVID-19.