Prediction of progression to a high risk situation in women with gestational hypertension or mild pre-eclampsia at term

Karin Van Der Tuuk, Corine M. Koopmans, Henk Groen, Jan G. Aarnoudse, Paul P. Van Den Berg, Johannes J. Van Beek, Frans J A Copraij, Gunilla Kleiverda, Martina Porath, Robbert J P Rijnders, Paulien C M Van Der Salm, Job G. Santema, Robert H. Stigter, Ben W J Mol, Maria G. Van Pampus

Research output: Contribution to journalArticle

12 Citations (Scopus)

Abstract

Objective: To evaluate whether progression to a high-risk situation is predictable in women with gestational hypertension (GH) or mild pre-eclampsia (PE) at term. Methods: Women with a singleton pregnancy, a fetus in cephalic position, between 36 and 41 weeks of gestation, complicated by GH or mild PE that were managed expectantly, were selected from the HYPITAT trial. We evaluated the predictability of progression to a high-risk situation. Logistic regression was used to determine the predictive value of clinical characteristics or laboratory findings and to generate a prediction model for progression to a high-risk situation. The predictive value of this model was assessed with receiver-operating characteristic (ROC) analysis, calibration and internal validation. Results: We included 703 women, of whom 244 (34.7%) had progression to a high-risk situation. After multivariable analysis, nulliparity (OR 1.87), maternal age (OR 1.05 per year), gestational age (OR 0.88 per week), previous abortion (OR 1.26), ethnicity (OR 2.05 for non-Caucasian ethnicity), diastolic (OR 1.04 per mmHg), systolic blood pressure (OR 1.02 per mmHg) and the laboratory parameters proteinuria, haemoglobin, platelets, uric acid and alanine aminotransferase were included in the final model. The area under the ROC curve of this model was 0.71 (95% CI, 0.67-0.74). Even though the goodness of fit was moderate (P = 0.40), internal validation showed the model could hold in the overall population. Conclusion: In the prediction of progression to a high-risk situation, in women with GH or mild PE at term, a distinction can be made between women with a low risk and women with high risk.

LanguageEnglish
Pages339-346
Number of pages8
JournalAustralian and New Zealand Journal of Obstetrics and Gynaecology
Volume51
Issue number4
DOIs
Publication statusPublished - 1 Aug 2011
Externally publishedYes

Keywords

  • gestational hypertension
  • obstetrics
  • pre-eclampsia
  • prediction model
  • randomised controlled trial

ASJC Scopus subject areas

  • Obstetrics and Gynaecology

Cite this

Van Der Tuuk, Karin ; Koopmans, Corine M. ; Groen, Henk ; Aarnoudse, Jan G. ; Van Den Berg, Paul P. ; Van Beek, Johannes J. ; Copraij, Frans J A ; Kleiverda, Gunilla ; Porath, Martina ; Rijnders, Robbert J P ; Van Der Salm, Paulien C M ; Santema, Job G. ; Stigter, Robert H. ; Mol, Ben W J ; Van Pampus, Maria G. / Prediction of progression to a high risk situation in women with gestational hypertension or mild pre-eclampsia at term. In: Australian and New Zealand Journal of Obstetrics and Gynaecology. 2011 ; Vol. 51, No. 4. pp. 339-346.
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abstract = "Objective: To evaluate whether progression to a high-risk situation is predictable in women with gestational hypertension (GH) or mild pre-eclampsia (PE) at term. Methods: Women with a singleton pregnancy, a fetus in cephalic position, between 36 and 41 weeks of gestation, complicated by GH or mild PE that were managed expectantly, were selected from the HYPITAT trial. We evaluated the predictability of progression to a high-risk situation. Logistic regression was used to determine the predictive value of clinical characteristics or laboratory findings and to generate a prediction model for progression to a high-risk situation. The predictive value of this model was assessed with receiver-operating characteristic (ROC) analysis, calibration and internal validation. Results: We included 703 women, of whom 244 (34.7{\%}) had progression to a high-risk situation. After multivariable analysis, nulliparity (OR 1.87), maternal age (OR 1.05 per year), gestational age (OR 0.88 per week), previous abortion (OR 1.26), ethnicity (OR 2.05 for non-Caucasian ethnicity), diastolic (OR 1.04 per mmHg), systolic blood pressure (OR 1.02 per mmHg) and the laboratory parameters proteinuria, haemoglobin, platelets, uric acid and alanine aminotransferase were included in the final model. The area under the ROC curve of this model was 0.71 (95{\%} CI, 0.67-0.74). Even though the goodness of fit was moderate (P = 0.40), internal validation showed the model could hold in the overall population. Conclusion: In the prediction of progression to a high-risk situation, in women with GH or mild PE at term, a distinction can be made between women with a low risk and women with high risk.",
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Van Der Tuuk, K, Koopmans, CM, Groen, H, Aarnoudse, JG, Van Den Berg, PP, Van Beek, JJ, Copraij, FJA, Kleiverda, G, Porath, M, Rijnders, RJP, Van Der Salm, PCM, Santema, JG, Stigter, RH, Mol, BWJ & Van Pampus, MG 2011, 'Prediction of progression to a high risk situation in women with gestational hypertension or mild pre-eclampsia at term', Australian and New Zealand Journal of Obstetrics and Gynaecology, vol. 51, no. 4, pp. 339-346. https://doi.org/10.1111/j.1479-828X.2011.01311.x

Prediction of progression to a high risk situation in women with gestational hypertension or mild pre-eclampsia at term. / Van Der Tuuk, Karin; Koopmans, Corine M.; Groen, Henk; Aarnoudse, Jan G.; Van Den Berg, Paul P.; Van Beek, Johannes J.; Copraij, Frans J A; Kleiverda, Gunilla; Porath, Martina; Rijnders, Robbert J P; Van Der Salm, Paulien C M; Santema, Job G.; Stigter, Robert H.; Mol, Ben W J; Van Pampus, Maria G.

In: Australian and New Zealand Journal of Obstetrics and Gynaecology, Vol. 51, No. 4, 01.08.2011, p. 339-346.

Research output: Contribution to journalArticle

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T1 - Prediction of progression to a high risk situation in women with gestational hypertension or mild pre-eclampsia at term

AU - Van Der Tuuk, Karin

AU - Koopmans, Corine M.

AU - Groen, Henk

AU - Aarnoudse, Jan G.

AU - Van Den Berg, Paul P.

AU - Van Beek, Johannes J.

AU - Copraij, Frans J A

AU - Kleiverda, Gunilla

AU - Porath, Martina

AU - Rijnders, Robbert J P

AU - Van Der Salm, Paulien C M

AU - Santema, Job G.

AU - Stigter, Robert H.

AU - Mol, Ben W J

AU - Van Pampus, Maria G.

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N2 - Objective: To evaluate whether progression to a high-risk situation is predictable in women with gestational hypertension (GH) or mild pre-eclampsia (PE) at term. Methods: Women with a singleton pregnancy, a fetus in cephalic position, between 36 and 41 weeks of gestation, complicated by GH or mild PE that were managed expectantly, were selected from the HYPITAT trial. We evaluated the predictability of progression to a high-risk situation. Logistic regression was used to determine the predictive value of clinical characteristics or laboratory findings and to generate a prediction model for progression to a high-risk situation. The predictive value of this model was assessed with receiver-operating characteristic (ROC) analysis, calibration and internal validation. Results: We included 703 women, of whom 244 (34.7%) had progression to a high-risk situation. After multivariable analysis, nulliparity (OR 1.87), maternal age (OR 1.05 per year), gestational age (OR 0.88 per week), previous abortion (OR 1.26), ethnicity (OR 2.05 for non-Caucasian ethnicity), diastolic (OR 1.04 per mmHg), systolic blood pressure (OR 1.02 per mmHg) and the laboratory parameters proteinuria, haemoglobin, platelets, uric acid and alanine aminotransferase were included in the final model. The area under the ROC curve of this model was 0.71 (95% CI, 0.67-0.74). Even though the goodness of fit was moderate (P = 0.40), internal validation showed the model could hold in the overall population. Conclusion: In the prediction of progression to a high-risk situation, in women with GH or mild PE at term, a distinction can be made between women with a low risk and women with high risk.

AB - Objective: To evaluate whether progression to a high-risk situation is predictable in women with gestational hypertension (GH) or mild pre-eclampsia (PE) at term. Methods: Women with a singleton pregnancy, a fetus in cephalic position, between 36 and 41 weeks of gestation, complicated by GH or mild PE that were managed expectantly, were selected from the HYPITAT trial. We evaluated the predictability of progression to a high-risk situation. Logistic regression was used to determine the predictive value of clinical characteristics or laboratory findings and to generate a prediction model for progression to a high-risk situation. The predictive value of this model was assessed with receiver-operating characteristic (ROC) analysis, calibration and internal validation. Results: We included 703 women, of whom 244 (34.7%) had progression to a high-risk situation. After multivariable analysis, nulliparity (OR 1.87), maternal age (OR 1.05 per year), gestational age (OR 0.88 per week), previous abortion (OR 1.26), ethnicity (OR 2.05 for non-Caucasian ethnicity), diastolic (OR 1.04 per mmHg), systolic blood pressure (OR 1.02 per mmHg) and the laboratory parameters proteinuria, haemoglobin, platelets, uric acid and alanine aminotransferase were included in the final model. The area under the ROC curve of this model was 0.71 (95% CI, 0.67-0.74). Even though the goodness of fit was moderate (P = 0.40), internal validation showed the model could hold in the overall population. Conclusion: In the prediction of progression to a high-risk situation, in women with GH or mild PE at term, a distinction can be made between women with a low risk and women with high risk.

KW - gestational hypertension

KW - obstetrics

KW - pre-eclampsia

KW - prediction model

KW - randomised controlled trial

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M3 - Article

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SP - 339

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JO - Australian and New Zealand Journal of Obstetrics and Gynaecology

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