title: Prediction of pre-eclampsia by an analysis of placenta-derived cellular mRNA in the blood of pregnant women at 15-20 weeks of gestation.
abstract: OBJECTIVE
  A panel of cellular mRNA markers was used to predict the occurrence of pre-eclampsia in pregnant women at 15-20 weeks of gestation.
  
  
  METHODS
  Prospective cohort study.
  
  
  METHODS
  The Department of Obstetrics and Gynaecology, University of Indonesia, Cipto Mangunkusumo National Hospital, Indonesia.
  
  
  METHODS
  Peripheral blood samples from asymptomatic pregnant women.
  
  
  METHODS
  Among 660 women, 62 developed pre-eclampsia at later gestation (pre-eclampsia group) and each case was matched with five controls. Therefore, the RNA expression levels in the cellular component of maternal blood in 62 women with pre-eclampsia were compared with those in 310 controls.
  
  
  METHODS
  The cellular RNA expression levels of genes related to angiogenesis and oxidative stress were compared between pre-eclampsia and control groups. A receiver operating characteristic (ROC) curve was used to analyse the sensitivity of each available marker. A logistic regression analysis was performed to calculate the odds for each woman to be classified as a case.
  
  
  RESULTS
  The univariate ROC analysis identified soluble vascular endothelial growth factor receptor-1 (Flt-1) and endoglin (ENG) as the markers with the highest sensitivity. The best multivariate model was obtained by combining Flt-1, ENG, placental growth factor (PlGF) and parity. The relative ROC curve yielded a sensitivity of 66% at a 10% 1 - specificity rate with an area under the curve of 0.884 (P < 0.001).
  
  
  CONCLUSIONS
  A panel of cellular mRNA markers in maternal blood can predict the development of pre-eclampsia long before clinical onset.
authors.affiliation: Department of Obstetrics and Gynecology, Showa University School of Medicine, Tokyo, Japan. sekizawa@med.showa-u.ac.jp
authors.forename: A
authors.initials: A
authors.lastname: Sekizawa
authors.forename: Y
authors.initials: Y
authors.lastname: Purwosunu
authors.forename: A
authors.initials: A
authors.lastname: Farina
authors.forename: H
authors.initials: H
authors.lastname: Shimizu
authors.forename: M
authors.initials: M
authors.lastname: Nakamura
authors.forename: N
authors.initials: N
authors.lastname: Wibowo
authors.forename: N
authors.initials: N
authors.lastname: Rizzo
authors.forename: T
authors.initials: T
authors.lastname: Okai
mesh_terms: D000293:Adolescent; D000328:Adult; D015703:Antigens, CD / Q000097:blood; D015415:Biomarkers / Q000097:blood; D016022:Case-Control Studies; D000071063:Endoglin; D005260:Female; D006801:Humans; D008565:Membrane Proteins / Q000097:blood; D010298:Parity; D011225:Pre-Eclampsia / Q000175:diagnosis*; D011247:Pregnancy; D011257:Pregnancy Proteins / Q000097:blood*; D011262:Pregnancy Trimester, Second; D011296:Prenatal Diagnosis / Q000379:methods*; D011446:Prospective Studies; D012333:RNA, Messenger / Q000097:blood*; D011956:Receptors, Cell Surface / Q000097:blood; D012680:Sensitivity and Specificity; D040281:Vascular Endothelial Growth Factor Receptor-1 / Q000097:blood; D055815:Young Adult
chemical_list: D015703:Antigens, CD; D015415:Biomarkers; C064206:ENG protein, human; D000071063:Endoglin; D008565:Membrane Proteins; C098069:PIGF protein, human; D011257:Pregnancy Proteins; D012333:RNA, Messenger; D011956:Receptors, Cell Surface; C501162:FLT1 protein, human; D040281:Vascular Endothelial Growth Factor Receptor-1