Cardio-oncology & otherDiagnostic or prognostic study

Preeclampsia risk prediction from prenatal cell-free DNA screening

Nat MedPublished

  • Diagnostic accuracy study
  • development and validation cohorts
  • external validation cohort

Authors' conclusion

We demonstrate that assessment of cfDNA nucleosome accessibility from early-pregnancy cfDNA sequence data enables the detection of early placental and endothelial-tissue aberrations and may aid in the determination of preeclampsia risk.

Study context

Population
Pregnant women with routinely collected clinical prenatal cell-free DNA (cfDNA) screening samples, early pregnancy (≤16 weeks)
Participants
1,854 samples
Outcome
Prediction of preterm preeclampsia (AUC)
Follow-up
≤16 weeks' gestation

Performance

As reported in the abstract

Preterm preeclampsia, validation cohort (831 samples)
Test or modelAUCSensitivity at 80% specificity
cfDNA nucleosome accessibility model0.8581%

Further findings

OutcomeValues
External validation cohort (141 samples)cfDNA nucleosome accessibility model AUC 0.84 · Sensitivity 79%

Original publication

Preeclampsia risk prediction from prenatal cell-free DNA screening. Nat Med. Published 12 February 2025. doi:10.1038/s41591-025-03509-w

Summarised from the published abstract; every number is checked against it