A clinical prediction rule for histological chorioamnionitis in preterm newborns

J.V. Been, S.F. Vanterpool, J. D. E. de Rooij, G. Rours, R.F. Kornelisse, M. van Dongen, C. van Gool, R.R. de Krijger, P. Andriessen, L.J.I. Zimmermann, B.W. Kramer

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Abstract

Background: Histological chorioamnionitis (HC) is an intrauterine inflammatory process highly associated with preterm birth and adverse neonatal outcome. HC is often clinically silent and diagnosed postnatally by placental histology. Earlier identification could facilitate treatment individualisation to improve outcome in preterm newborns.

Aim: Develop a clinical prediction rule at birth for HC and HC with fetal involvement (HCF) in preterm newborns.

Methods: Clinical data and placental pathology were obtained from singleton preterm newborns (gestational age

Results: HC and HCF were present in 39% and 24% in the derivation cohort and in 44% and 22% in the validation cohort, respectively. HC was predicted with 87% accuracy, yielding an area under ROC curve of 0.95 (95% CI = 0.92-0.98), a positive predictive value of 80% (95% CI = 74-84%), and a negative predictive value of 93% (95% CI = 88-96%). Corresponding figures for HCF were: accuracy 83%, area under ROC curve 0.92 (95% CI = 0.88-0.96), positive predictive value 59% (95% CI = 52-62%), and negative predictive value 97% (95% CI = 93-99%). External validation expectedly resulted in some loss of test performance, preferentially affecting positive predictive rather than negative predictive values.

Conclusion: Using a clinical prediction rule composed of clinical variables available at birth, HC and HCF could be predicted with good test characteristics in preterm newborns. Further studies should evaluate the clinical value of these rules to guide early treatment individualisation.

Original languageEnglish
Article numbere46217
Number of pages7
JournalPLOS ONE
Volume7
Issue number10
DOIs
Publication statusPublished - 5 Oct 2012

Keywords

  • RESPIRATORY-DISTRESS-SYNDROME
  • CHRONIC LUNG-DISEASE
  • CORD BLOOD
  • UMBILICAL-CORD
  • BRONCHOPULMONARY DYSPLASIA
  • MECHANICAL VENTILATION
  • FETAL INFLAMMATION
  • ANTENATAL STEROIDS
  • PREMATURE RUPTURE
  • HOSPITAL COHORT

Cite this

Been, J. V., Vanterpool, S. F., de Rooij, J. D. E., Rours, G., Kornelisse, R. F., van Dongen, M., van Gool, C., de Krijger, R. R., Andriessen, P., Zimmermann, L. J. I., & Kramer, B. W. (2012). A clinical prediction rule for histological chorioamnionitis in preterm newborns. PLOS ONE, 7(10), [e46217]. https://doi.org/10.1371/journal.pone.0046217