Hence, to determine whether alterations in thyroid hormone levels, thyroid diseases, and other thyroid dysfunctions can trigger viral pneumonia as well as increase susceptibility to and severity of COVID-19, this study utilizes the MR design to investigate the causal relationship between thyroid function and the risk of viral pneumonia, along with COVID-19. Here, TG is linked to viral pneumonia.