In agreement with these observations, upstream regulators analysis identified an upregulation of TNF, IL1B and IL-6 signaling in SLE pregnant patients while they were downregulated in control and RA (Fig. 1D). This evidence concerns the gene TNF and systemic lupus erythematosus.