Pre-pregnancy body mass index range and prevalence of hypertensive disorders of pregnancy: the Japan environment and children’s study

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Abstract

Background: No consensus has been established for the optimal pre-pregnancy body mass index (BMI) required to reduce the incidence of hypertensive disorders of pregnancy (HDP) in Japanese women. This study investigated the association between the pre-pregnancy BMI range and the prevalence of HDP. Methods: Data from 96,796 women with singleton pregnancies at ≥ 22 weeks of gestation from the Japan Environment and Children’s Study (enrolled between 2011 and 2014)—a nationwide birth cohort study—were analyzed. The participants were categorized according to pre-pregnancy BMI, as follows: ≤ 16.00, 16.01–17.00, 17.01–18.00, 18.01–19.00, 19.01–20.00, 20.01–21.00, 21.01–22.00, 22.01–23.00, 23.01–24.00, 24.01–25.00, 25.01–26.00, 26.01–27.00, 27.01–28.00, 28.01–29.00, 29.01–30.00, and > 30.00 kg/m2. Odds ratios (ORs) for HDP were calculated using multivariable regression analysis in each group, with the pre-pregnancy BMI 20.01–21.00 kg/m2 group as the reference group, adjusted for maternal characteristics, followed by the Bonferroni correction. Pre-pregnancy BMI cut-off value for predicting the incidence of HDP was calculated through a receiver operating characteristic (ROC) curve analysis. Results: The median pre-pregnancy BMI was 20.52 kg/m2 (interquartile range: 19.07‒22.48 kg/m2). Adjusted ORs for HDP and severe HDP increased significantly in women with pre-pregnancy BMI > 22.00 kg/m2, and in those with pre-pregnancy BMI of 24.01–25.00 kg/m2 and BMI > 26.00 kg/m2, respectively. No changes were observed in those with pre-pregnancy BMI ≤ 20.00 kg/m2. A pre-pregnancy BMI cut-off value of 22.31 kg/m2 and 22.37 kg/m2 predicted HDP and severe HDP with Youden’s index (sensitivity: 47.1% and 44.0%, specificity: 73.9% and 74.2%) with AUC of 0.63 and 0.62, respectively. Another cut-off value of 32.47 kg/m2 and 32.89 kg/m2 was identified for predicting HDP and severe HDP, respectively, with a specificity > 99%. A similar trend was observed when the analysis was restricted to individuals of Japanese nationality only. Conclusions: Pre-pregnancy BMI > 22.00 kg/m2 was associated with an increased prevalence of HDP compared with the pre-pregnancy BMI 20.01–21.00 kg/m2. Due to the low AUC, we propose that the cut-off BMI values for predicting the incidence of HDP may be used as a supplementary data to identify high-risk populations.

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Murata, T., Imaizumi, K., Isogami, H., Fukuda, T., Kyozuka, H., Yasuda, S., … Kamijima, M. (2026). Pre-pregnancy body mass index range and prevalence of hypertensive disorders of pregnancy: the Japan environment and children’s study. BMC Pregnancy and Childbirth, 26(1). https://doi.org/10.1186/s12884-025-08459-2

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