Fetal Medicine Department, Fetal Medicine Research Institute, King's College Hospital, London, United Kingdom (M.C., A.S., K.H.N.).
School of Biomedical Engineering and Imaging Sciences (M.C.), King's College London, United Kingdom.
Hypertension. 2024 Feb;81(2):311-318. doi: 10.1161/HYPERTENSIONAHA.123.21573. Epub 2023 Nov 1.
Cardiovascular disease is the leading cause of mortality in women. Pregnancy is an ideal period to implement cardiovascular prevention strategies as women seek medical help. We aimed to develop a predictive model to identify women at increased risk for chronic hypertension (CH) based on information collected in the index pregnancy.
Cohort of 26 511 women seen in 2 consecutive pregnancies. Included were women without CH, with information on maternal characteristics and blood pressure at 11 to 13 weeks' gestation, and the development of preeclampsia or gestational hypertension (GH) in the index pregnancy. Logistic regression models were fitted for the prediction of the development of future CH by the 20th week of the subsequent pregnancy. The performance of screening and risk calibration of the model were assessed.
In this study 1560 (5.9%) women developed preeclampsia or GH (index pregnancy), and 215 (0.8%) developed future CH, with a median of 3.0 years later. Predictors of development of future CH were maternal age, weight, and blood pressure; Black and South Asian ethnicity; family history of preeclampsia; parity; and development of preeclampsia or GH. Preeclampsia or GH detected 52.1% (45.2%-58.9%) of future CH. At a screen-positive rate of 10%, a model including maternal characteristics, early pregnancy blood pressure, and development of preeclampsia or GH detected 73.5% (67.1-79.3) of future CH.
Early pregnancy maternal characteristics, blood pressure, and development of preeclampsia or GH identify three-fourths of women at risk for future CH. Our results offer an important preventative strategy for identifying women at increased risk of future CH, which is applicable worldwide.
心血管疾病是女性死亡的主要原因。怀孕是实施心血管预防策略的理想时期,因为女性会寻求医疗帮助。我们旨在开发一种预测模型,根据索引妊娠期间收集的信息,识别出患有慢性高血压(CH)风险增加的女性。
这项队列研究纳入了连续两次妊娠的 26511 名女性。纳入标准为无 CH 病史,且在 11 至 13 周妊娠时具有母婴特征和血压信息,并在索引妊娠中发生子痫前期或妊娠高血压(GH)。使用逻辑回归模型拟合预测随后妊娠第 20 周发生未来 CH 的模型。评估了模型的筛查和风险校准性能。
本研究中,1560 名(5.9%)女性发生了子痫前期或 GH(索引妊娠),215 名(0.8%)女性发生了未来 CH,中位随访时间为 3.0 年。未来 CH 的预测因子包括母亲年龄、体重和血压;黑人和南亚种族;子痫前期家族史;产次;以及子痫前期或 GH 的发生。子痫前期或 GH 检测到 52.1%(45.2%-58.9%)的未来 CH。在筛查阳性率为 10%的情况下,包含母亲特征、早期妊娠血压和子痫前期或 GH 发生情况的模型检测到 73.5%(67.1%-79.3%)的未来 CH。
早期妊娠母亲特征、血压和子痫前期或 GH 的发生情况可识别出未来 CH 风险增加的四分之三的女性。我们的研究结果为识别未来 CH 风险增加的女性提供了重要的预防策略,这在全球范围内都适用。