AJP Rep 2015; 05(02): e141-e149
DOI: 10.1055/s-0035-1552930
Case Report
Thieme Medical Publishers 333 Seventh Avenue, New York, NY 10001, USA.

Predictive Factors for Delivery within 7 Days after Successful 48-Hour Treatment of Threatened Preterm Labor

Carolien Roos
1   Department of Obstetrics and Gynecology, Radboud University Medical Center, Nijmegen, The Netherlands
,
Ewoud Schuit
2   Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
,
Hubertina C. J. Scheepers
3   Department of Obstetrics and Gynecology, Maastricht University Medical Center, GROW School for Oncology and Developmental Biology, Maastricht, The Netherlands
,
Kitty W. M. Bloemenkamp
4   Department of Obstetrics and Gynecology, Leiden University Medical Center, Leiden, The Netherlands
,
Antoinette C. Bolte
1   Department of Obstetrics and Gynecology, Radboud University Medical Center, Nijmegen, The Netherlands
,
Hans J. J. Duvekot
5   Department of Obstetrics and Gynecology, Erasmus Medical Center, Rotterdam, The Netherlands
,
Jim van Eyck
6   Department of Obstetrics and Gynecology, Isala Clinics, Zwolle, The Netherlands
,
Joke H. Kok
7   Department of Neonatology, Academic Medical Center, Amsterdam, The Netherlands
,
Anneke Kwee
8   Department of Obstetrics and Gynecology, University Medical Center Utrecht, Utrecht, The Netherlands
,
Ashley E. R. Merién
9   Department of Obstetrics and Gynecology, Ziekenhuis Rijnstate, Arnhem, The Netherlands
,
Brent C. Opmeer
10   Clinical Research Unit, Academic Medical Center, Amsterdam, The Netherlands
,
Martijn A. Oudijk
8   Department of Obstetrics and Gynecology, University Medical Center Utrecht, Utrecht, The Netherlands
,
Mariëlle G. van Pampus
11   Department of Obstetrics and Gynecology, Onze Lieve Vrouwe Gasthuis, Amsterdam, The Netherlands
,
Dimitri N. M. Papatsonis
12   Department of Obstetrics and Gynecology, Amphia Hospital, Breda, The Netherlands
,
Martina M. Porath
13   Department of Obstetrics and Gynecology, Máxima Medical Center, Veldhoven, The Netherlands
,
Krystyna M. Sollie
14   Department of Obstetrics and Gynecology, University Medical Center, Groningen, The Netherlands
,
Marc E. A. Spaanderman
3   Department of Obstetrics and Gynecology, Maastricht University Medical Center, GROW School for Oncology and Developmental Biology, Maastricht, The Netherlands
,
Sylvia M. C. Vijgen
15   College voor Zorgverzekeringen, Diemen, The Netherlands
,
Christine Willekes
3   Department of Obstetrics and Gynecology, Maastricht University Medical Center, GROW School for Oncology and Developmental Biology, Maastricht, The Netherlands
,
Fred K. Lotgering
1   Department of Obstetrics and Gynecology, Radboud University Medical Center, Nijmegen, The Netherlands
,
Joris A. M. van der Post
16   Department of Obstetrics and Gynecology, Academic Medical Center, Amsterdam, The Netherlands
,
Ben Willem J. Mol
17   The Robinson Institute, School of Paediatrics and Reproductive Health, University of Adelaide, Adelaide, Australia
,
for APOSTEL-II Study Group › Author Affiliations
Further Information

Publication History

23 November 2014

25 March 2015

Publication Date:
03 June 2015 (online)

Abstract

Objective The aim of this study was to assess which characteristics and results of vaginal examination are predictive for delivery within 7 days, in women with threatened preterm labor after initial treatment.

Study Design A secondary analysis of a randomized controlled trial on maintenance nifedipine includes women who remained undelivered after threatened preterm labor for 48 hours. We developed one model for women with premature prelabor rupture of membranes (PPROM) and one without PPROM. The predictors were identified by backward selection. We assessed calibration and discrimination and used bootstrapping techniques to correct for potential overfitting.

Results For women with PPROM (model 1), nulliparity, history of preterm birth, and vaginal bleeding were included in the multivariable analysis. For women without PPROM (model 2), maternal age, vaginal bleeding, cervical length, and fetal fibronectin (fFN) status were in the multivariable analysis. Discriminative capability was moderate to good (c-statistic 0.68; 95% confidence interval [CI] 0.60–0.77 for model 1 and 0.89; 95% CI, 0.84–0.93 for model 2).

Conclusion PPROM and vaginal bleeding in the current pregnancy are relevant predictive factors in all women, as are maternal age, cervical length, and fFN in women without PPROM and nulliparity, history of preterm birth in women with PPROM.

Note

The trial was registered in the Dutch Trial Register, NTR 1336, www.trialregister.nl.


 
  • References

  • 1 Ananth CV, Vintzileos AM. Epidemiology of preterm birth and its clinical subtypes. J Matern Fetal Neonatal Med 2006; 19 (12) 773-782
  • 2 Goldenberg RL, Culhane JF, Iams JD, Romero R. Epidemiology and causes of preterm birth. Lancet 2008; 371 (9606) 75-84
  • 3 Papatsonis DN, Van Geijn HP, Adèr HJ, Lange FM, Bleker OP, Dekker GA. Nifedipine and ritodrine in the management of preterm labor: a randomized multicenter trial. Obstet Gynecol 1997; 90 (2) 230-234
  • 4 Goepfert AR, Goldenberg RL, Mercer B , et al; The National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. The preterm prediction study: quantitative fetal fibronectin values and the prediction of spontaneous preterm birth. Am J Obstet Gynecol 2000; 183 (6) 1480-1483
  • 5 Iams JD, Goldsmith LT, Weiss G. The preterm prediction study: maternal serum relaxin, sonographic cervical length, and spontaneous preterm birth in twins. J Soc Gynecol Investig 2001; 8 (1) 39-42
  • 6 Kollée LA, Brand R, Schreuder AM, Ens-Dokkum MH, Veen S, Verloove-Vanhorick SP. Five-year outcome of preterm and very low birth weight infants: a comparison between maternal and neonatal transport. Obstet Gynecol 1992; 80 (4) 635-638
  • 7 Gotsch F, Gotsch F, Romero R , et al. The preterm parturition syndrome and its implications for understanding the biology, risk assessment, diagnosis, treatment and prevention of preterm birth. J Matern Fetal Neonatal Med 2009; 22 (Suppl. 02) 5-23
  • 8 Roos C, Scheepers LH, Bloemenkamp KW , et al. Assessment of perinatal outcome after sustained tocolysis in early labour (APOSTEL-II trial). BMC Pregnancy Childbirth 2009; 9: 42
  • 9 Roos C, Spaanderman ME, Schuit E , et al; APOSTEL-II Study Group. Effect of maintenance tocolysis with nifedipine in threatened preterm labor on perinatal outcomes: a randomized controlled trial. JAMA 2013; 309 (1) 41-47
  • 10 Goldenberg RL, Iams JD, Das A , et al; National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. The Preterm Prediction Study: sequential cervical length and fetal fibronectin testing for the prediction of spontaneous preterm birth. Am J Obstet Gynecol 2000; 182 (3) 636-643
  • 11 Meis PJ, Michielutte R, Peters TJ , et al. Factors associated with preterm birth in Cardiff, Wales. I. Univariable and multivariable analysis. Am J Obstet Gynecol 1995; 173 (2) 590-596
  • 12 Sanchez-Ramos L, Delke I, Zamora J, Kaunitz AM. Fetal fibronectin as a short-term predictor of preterm birth in symptomatic patients: a meta-analysis. Obstet Gynecol 2009; 114 (3) 631-640
  • 13 Sotiriadis A, Papatheodorou S, Kavvadias A, Makrydimas G. Transvaginal cervical length measurement for prediction of preterm birth in women with threatened preterm labor: a meta-analysis. Ultrasound Obstet Gynecol 2010; 35 (1) 54-64
  • 14 Sun GW, Shook TL, Kay GL. Inappropriate use of bivariable analysis to screen risk factors for use in multivariable analysis. J Clin Epidemiol 1996; 49 (8) 907-916
  • 15 Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 1996; 49 (12) 1373-1379
  • 16 Harrell Jr FE, Lee KL, Mark DB. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med 1996; 15 (4) 361-387
  • 17 Donders AR, van der Heijden GJ, Stijnen T, Moons KG. Review: a gentle introduction to imputation of missing values. J Clin Epidemiol 2006; 59 (10) 1087-1091
  • 18 Greenland S, Finkle WD. A critical look at methods for handling missing covariates in epidemiologic regression analyses. Am J Epidemiol 1995; 142 (12) 1255-1264
  • 19 van der Heijden GJ, Donders AR, Stijnen T, Moons KG. Imputation of missing values is superior to complete case analysis and the missing-indicator method in multivariable diagnostic research: a clinical example. J Clin Epidemiol 2006; 59 (10) 1102-1109
  • 20 Royston P, Moons KG, Altman DG, Vergouwe Y. Prognosis and prognostic research: Developing a prognostic model. BMJ 2009; 338: b604
  • 21 Vergouwe Y, Royston P, Moons KG, Altman DG. Development and validation of a prediction model with missing predictor data: a practical approach. J Clin Epidemiol 2010; 63 (2) 205-214
  • 22 Rubin DB, Schenker N. Multiple imputation in health-care databases: an overview and some applications. Stat Med 1991; 10 (4) 585-598
  • 23 Steyerberg EW, Borsboom GJ, van Houwelingen HC, Eijkemans MJ, Habbema JD. Validation and updating of predictive logistic regression models: a study on sample size and shrinkage. Stat Med 2004; 23 (16) 2567-2586
  • 24 Steyerberg EW, Bleeker SE, Moll HA, Grobbee DE, Moons KG. Internal and external validation of predictive models: a simulation study of bias and precision in small samples. J Clin Epidemiol 2003; 56 (5) 441-447
  • 25 Miller ME, Hui SL, Tierney WM. Validation techniques for logistic regression models. Stat Med 1991; 10 (8) 1213-1226
  • 26 Culhane JF, Goldenberg RL. Racial disparities in preterm birth. Semin Perinatol 2011; 35 (4) 234-239
  • 27 Goldenberg RL, Iams JD, Mercer BM , et al; National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. What we have learned about the predictors of preterm birth. Semin Perinatol 2003; 27 (3) 185-193
  • 28 Iams JD, Goldenberg RL, Mercer BM , et al; National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. The Preterm Prediction Study: recurrence risk of spontaneous preterm birth. Am J Obstet Gynecol 1998; 178 (5) 1035-1040
  • 29 Iams JD, Goldenberg RL, Mercer BM , et al; National Institute of Child Health and Human Development Maternal-Fetal Medicine Units Network. The preterm prediction study: can low-risk women destined for spontaneous preterm birth be identified?. Am J Obstet Gynecol 2001; 184 (4) 652-655
  • 30 Sananès N, Langer B, Gaudineau A , et al. Prediction of spontaneous preterm delivery in singleton pregnancies: where are we and where are we going? A review of literature. J Obstet Gynaecol 2014; 34 (6) 457-461
  • 31 van Baaren GJ, Vis JY, Wilms FF , et al. Predictive value of cervical length measurement and fibronectin testing in threatened preterm labor. Obstet Gynecol 2014; 123 (6) 1185-1192
  • 32 McCambridge J, Witton J, Elbourne DR. Systematic review of the Hawthorne effect: new concepts are needed to study research participation effects. J Clin Epidemiol 2014; 67 (3) 267-277
  • 33 MacDorman MF. Race and ethnic disparities in fetal mortality, preterm birth, and infant mortality in the United States: an overview. Semin Perinatol 2011; 35 (4) 200-208
  • 34 Burguet A, Kaminski M, Abraham-Lerat L , et al; EPIPAGE Study Group. The complex relationship between smoking in pregnancy and very preterm delivery. Results of the Epipage study. BJOG 2004; 111 (3) 258-265
  • 35 Jaddoe VW, Troe EJ, Hofman A , et al. Active and passive maternal smoking during pregnancy and the risks of low birthweight and preterm birth: the Generation R Study. Paediatr Perinat Epidemiol 2008; 22 (2) 162-171
  • 36 Savitz DA, Dole N, Herring AH , et al. Should spontaneous and medically indicated preterm births be separated for studying aetiology?. Paediatr Perinat Epidemiol 2005; 19 (2) 97-105
  • 37 Schuit E, Groenwold RH, Harrell Jr FE , et al. Unexpected predictor-outcome associations in clinical prediction research: causes and solutions. CMAJ 2013; 185 (10) E499-E505