Therefore, the exact efficacy of BTK inhibitors on COVID-19 remains to be clarified with additional clinical data from the recently completed and ongoing trials, and more mechanistic studies are needed to better understand how the drugs inhibit cytokine storm and improve lymphopenia in patients with severe COVID-19. This evidence concerns the gene BTK and lymphopenia.