In fact, when compared to controls, amniotic fluid from COVID-19-affected pregnancies demonstrated elevated levels of several pro-inflammatory cytokines, including IL-12 p40, CCL4, CCL7, CCL13, TNF, IL-1a, IL-17A, and IL-17E (Fig. 3E). This evidence concerns the gene TNF and COVID-19.