Finally, to quantify the attenuation of differential expression of the preeclampsia biomarkers FLT1, LEP, and ENG, we applied mediation analysis to show cellular composition mediated a substantial proportion of the association between preeclampsia and FLT1, LEP, and ENG overexpression. Here, LEP is linked to preeclampsia.