Competing-risks model for pre-eclampsia and adverse pregnancy outcomes.

Journal article


Syngelaki, A., Magee, L., Dadelszen, P von, Akolekar, R., Wright, A, Wright, D and Nicolaides, K H 2022. Competing-risks model for pre-eclampsia and adverse pregnancy outcomes. Ultrasound in Obstetrics & Gynecology. https://doi.org/10.1002/uog.26036
AuthorsSyngelaki, A., Magee, L., Dadelszen, P von, Akolekar, R., Wright, A, Wright, D and Nicolaides, K H
AbstractThe competing risks model for assessment of risk for pre-eclampsia (PE) at 35-36 weeks' gestation identifies the majority of women whose pregnancies are at high-risk for subsequent delivery with PE. To objective of this study was to examine, according to the estimated risk of delivery with PE, the incidence of adverse pregnancy outcomes and relative risks for such outcomes, by stratum of risk. Prospective non-intervention observational study in women with singleton pregnancies attending a routine hospital visit at 35 0/7 to 36 6/7 weeks' gestation. The risk of delivery with PE for each patient in the study population was estimated by the competing risks model, combining the prior distribution of gestational age at delivery with PE, together with likelihoods from multiple of the median values of mean arterial pressure, placental growth factor and soluble fms-like tyrosine kinase (sFlt-1). The patients were assigned to one of the following five risk categories: A: ≥1 in 2; B: 1 in 5 to 1 in 3; C: 1 in 20 to 1 in 6; D: 1 in 50 to 1 in 21; and E: <1:50. The outcome measures were delivery with PE, gestational hypertension (GH), birth of small for gestational age (SGA) neonates, delivery by cesarean section, stillbirth, neonatal death, perinatal death and admission to the neonatal unit (NNU) for a minimum of 48 hours. In each risk category proportions of women for each adverse outcome were determined and the risk ratios (RR) calculated, relative to the lowest-risk group E. In the study population of 29,035 women, 1.6%, 2.7%, 8.2%, 9.8%, and 77.7% were in the risk strata A, B, C, D and E, respectively. Compared with women in the <1:50 stratum, women in higher-risk strata were more likely to have an adverse outcome. For example, the RR (95% confidence interval) of delivery with PE in group A relative to group E was 65.5 (54.1, 79.1) and the respective values were 11.9 (9.1, 15.5) for GH, 1.8 (1.5, 2.1) for delivery by emergency cesarean section, 1.5 (1.2, 1.8) for delivery by elective cesarean section, 8.9 (7.4, 10.8) for SGA with birthweight <3 percentile, 4.8 (4.3, 5.4) for SGA with birthweight <10 percentile, 5.3 (1.4, 20.5) for stillbirth, and 3.4 (2.8, 4.2) for NNU admission for ≥48 hours. The higher RR for these pregnancy complications in higher risk categories (vs. category E) was more marked for deliveries within two weeks of assessment. In the case of SGA, both for birth weight <10 and <3 percentile, the observed trend in all cases was stronger than that observed when the analysis was confined to normotensive pregnancies. The rates of neonatal death were too small for meaningful comparisons between risk categories. Women with pregnancies identified by the competing risks model to be at high-risk of PE are also at increased risk of GH, cesarean section, stillbirth, SGA, and NNU admission for ≥48 hours. This article is protected by copyright. All rights reserved. [Abstract copyright: This article is protected by copyright. All rights reserved.]
KeywordsSmall for gestational age; Gestational hypertension; Neonatal death; Competing risks model; Stillbirth; Neonatal unit admission; Cesarean section; Pre-eclampsia
Year2022
JournalUltrasound in Obstetrics & Gynecology
ISSN1469-0705
Digital Object Identifier (DOI)https://doi.org/10.1002/uog.26036
Publication dates
Online22 Jul 2022
Publication process dates
Accepted14 Jul 2022
Deposited19 Sep 2024
Output statusPublished
Page range10.1002/uog.26036
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Two-stage approach for prediction of small-for-gestational-age neonate and adverse perinatal outcome by routine ultrasound examination at 35-37 weeks' gestation
Akolekar, R., Panaitescu, A. M., Ciobanu, A., Syngelaki, A. and Nicolaides, K. H. 2019. Two-stage approach for prediction of small-for-gestational-age neonate and adverse perinatal outcome by routine ultrasound examination at 35-37 weeks' gestation. Ultrasound in Obstetrics and Gynecology. 54, pp. 484-491. https://doi.org/10.1002/uog.20391
Prevention of stillbirths: impact of a two-stage screening for vasa previa
Zhang, W., Geris, S., Beta, J., Ramadan, G., Nicolaides, K. H. and Akolekar, R. 2019. Prevention of stillbirths: impact of a two-stage screening for vasa previa. Ultrasound in Obstetrics and Gynecology. 55 (5), pp. 605-612. https://doi.org/10.1002/uog.21953
Impact of prospective measurement of outflow tracts in the prediction of coarctation of the aorta
Vigneswaran, T. V., Zidere, V., Chivers, S., Charakida, M., Akolekar, R. and Simpson, J. M. 2019. Impact of prospective measurement of outflow tracts in the prediction of coarctation of the aorta. Ultrasound in Obstetrics and Gynecology. https://doi.org/10.1002/uog.21957
Diagnosis of major heart defects by routine first-trimester ultrasound examination: association with high nuchal translucency, tricuspid regurgitation and abnormal flow in the ductus venosus
Minnella, G. P., Crupano, F. M., Syngelaki, A., Zidere, V., Akolekar, R. and Nicolaides, K. H. 2019. Diagnosis of major heart defects by routine first-trimester ultrasound examination: association with high nuchal translucency, tricuspid regurgitation and abnormal flow in the ductus venosus. Ultrasound in Obstetrics and Gynecology. 55 (5), pp. 637-644. https://doi.org/10.1002/uog.21956
Screening for pre-eclampsia using sFlt-1/PlGF ratio cut-off of 38 at 30-37 weeks' gestation
Dragan, I., Georgiou, T., Prodan, N., Akolekar, R. and Nicolaides, K. H. 2017. Screening for pre-eclampsia using sFlt-1/PlGF ratio cut-off of 38 at 30-37 weeks' gestation. Ultrasound in Obstetrics and Gynecology. 49 (1), pp. 73-77. https://doi.org/10.1002/uog.17301
Uterine artery pulsatility index at 30-34 weeks' gestation in the prediction of adverse perinatal outcome
Valiño, N., Giunta, G., Gallo, D. M., Akolekar, R. and Nicolaides, K. H. 2016. Uterine artery pulsatility index at 30-34 weeks' gestation in the prediction of adverse perinatal outcome. Ultrasound in Obstetrics and Gynecology. 47 (3), pp. 308-315. https://doi.org/10.1002/uog.14898
Biophysical and biochemical markers at 30-34 weeks' gestation in the prediction of adverse perinatal outcome
Valiño, N., Giunta, G., Gallo, D. M., Akolekar, R. and Nicolaides, K. H. 2016. Biophysical and biochemical markers at 30-34 weeks' gestation in the prediction of adverse perinatal outcome. Ultrasound in Obstetrics and Gynecology. 47 (2), pp. 194-202. https://doi.org/10.1002/uog.14928
Screening for trisomies by cell-free DNA testing of maternal blood: consequences of a failed result
Revello, R., Sarno, L., Ispas, A., Akolekar, R. and Nicolaides, K. H. 2016. Screening for trisomies by cell-free DNA testing of maternal blood: consequences of a failed result. Ultrasound in Obstetrics and Gynecology. 47 (6), pp. 698-704. https://doi.org/10.1002/uog.15851
Metformin versus placebo in obese pregnant women without diabetes mellitus
Syngelaki, A., Nicolaides, K. H., Balani, J., Hyer, S., Akolekar, R., Kotecha, R., Pastides, A. and Shehata, H. 2016. Metformin versus placebo in obese pregnant women without diabetes mellitus. New England Journal of Medicine. 374, pp. 434-43. https://doi.org/10.1056/NEJMoa1509819
Prospective first-trimester screening for trisomies by cell-free DNA testing of maternal blood in twin pregnancy
Sarno, L., Revello, R., Hanson, E., Akolekar, R. and Nicolaides, K. H. 2016. Prospective first-trimester screening for trisomies by cell-free DNA testing of maternal blood in twin pregnancy. Ultrasound in Obstetrics and Gynecology. 47 (6), pp. 705-11. https://doi.org/10.1002/uog.15913
Prediction of stillbirth from biochemical and biophysical markers at 11-13 weeks
Mastrodima, S., Akolekar, R., Yerlikaya, G., Tzelepis, T. and Nicolaides, K. H. 2016. Prediction of stillbirth from biochemical and biophysical markers at 11-13 weeks. Ultrasound in Obstetrics and Gynecology. 48 (5), pp. 613-617. https://doi.org/10.1002/uog.17289
Prediction of stillbirth from maternal demographic and pregnancy characteristics
Yerlikaya, G., Akolekar, R., McPherson, K., Syngelaki, A. and Nicolaides, K. H. 2016. Prediction of stillbirth from maternal demographic and pregnancy characteristics. Ultrasound in Obstetrics and Gynecology. 48 (5), pp. 607-612. https://doi.org/10.1002/uog.17290
Endoscopic placental laser coagulation in dichorionic and monochorionic triplet pregnancies
Peeva, G., Chaveeva, P., Gil Guevara, E., Akolekar, R. and Nicolaides, K. H. 2016. Endoscopic placental laser coagulation in dichorionic and monochorionic triplet pregnancies. Fetal Diagnosis and Therapy. 40 (3), pp. 174-180. https://doi.org/10.1159/000443792
Prediction of stillbirth from maternal factors, fetal biometry and uterine artery Doppler at 19-24 weeks
Akolekar, R., Tokunaka, M., Ortega, N., Syngelaki, A. and Nicolaides, K. H. 2016. Prediction of stillbirth from maternal factors, fetal biometry and uterine artery Doppler at 19-24 weeks. Ultrasound in Obstetrics and Gynecology. 48 (5), pp. 624-630. https://doi.org/10.1002/uog.17295
Prediction of stillbirth from placental growth factor at 11-13 weeks
Akolekar, R., Machuca, M., Mendes, M., Paschos, V. and Nicolaides, K. H. 2016. Prediction of stillbirth from placental growth factor at 11-13 weeks. Ultrasound in Obstetrics and Gynecology. 48 (5), pp. 618-623. https://doi.org/10.1002/uog.17288
Prediction of stillbirth from placental growth factor at 19-24 weeks
Aupont J. E., Akolekar, R., Illian, A., Neonakis, S. and Nicolaides, K. H. 2016. Prediction of stillbirth from placental growth factor at 19-24 weeks. Ultrasound in Obstetrics and Gynecology. 48 (5), pp. 631-635. https://doi.org/10.1002/uog.17229
Biophysical and biochemical markers at 35-37 weeks' gestation in the prediction of adverse perinatal outcome
Valiño, N., Giunta, G., Gallo, D. M., Akolekar, R. and Nicolaides, K. H. 2015. Biophysical and biochemical markers at 35-37 weeks' gestation in the prediction of adverse perinatal outcome. Ultrasound in Obstetrics and Gynecology. 47 (2), pp. 203-209. https://doi.org/10.1002/uog.15663