In particular, we found that the level of LIF and its soluble receptor LIFR were negatively co-regulated; the genetic components defining higher levels of LIF and lower levels of LIFR served as causal contributors to the severity of COVID-19 phenotypes. Here, LIFR is linked to COVID-19.