Abstract
To investigate the relationship between blood pressure (BP) components (daytime vs. nocturnal BP and systolic vs. diastolic BP) and preeclampsia (PE) across gestational stages. We conducted a historical cohort study involving 1363 high-risk pregnant women (mean age, 30 ± 7 years). Ambulatory BP monitoring (ABPM) was performed at 12–19 weeks (n = 389), 20–27 weeks (n = 798), and 28–36 weeks (n = 1176); 59.9, 25.0, and 15.1% of the participants underwent one, two, and three ABPM evaluations, respectively. PE occurred in 15.4, 18.9, and 20.2% of the women evaluated at 12–19, 20–27, and 28–36 weeks, respectively. In the second half of pregnancy, sustained (daytime and nighttime) and isolated nocturnal hypertension were strong predictors of PE. Conversely, before the 20th week of gestation, only sustained hypertension (but not isolated nocturnal hypertension) increased PE risk, with lower odds ratios (ORs). Moreover, the areas under the curve (AUCs) for all ABPM components increased markedly after the 20th week of gestation. In late pregnancy, systolic and diastolic ABPM levels as well as all forms of nocturnal hypertension (isolated systolic, isolated diastolic, and combined systodiastolic) were significantly associated with PE risk, with ORs remaining significant after adjusting for daytime ABPM and maternal covariates. Patients with systodiastolic nocturnal hypertension had the highest risk. Conversely, neither daytime hypertension nor daytime ABPM levels remained statistically significant after adjusting for nocturnal ABPM levels. In conclusion, the association between PE and systolic, diastolic, and systodiastolic nocturnal hypertension emerges in the second half of pregnancy, suggesting a relationship with abnormal placentation.

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Data availability
Data of this study are available from the corresponding author on reasonable request.
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MS, WE, and JM conceived and designed the study, performed the statistical analysis, interpreted the results, and drafted and revised the manuscript. JM, GC, JT, LR, and RR acquired and analyzed the ABPM data and supervised blood pressure treatment. ST, FG, CS, and RT collected obstetric data, identified high-risk pregnancies, and defined the timing of delivery. HC contributed to the study conception and design and approved the final version of the manuscript. This work has not been published previously, either in whole or in part. All authors have reviewed and approved the final version of the manuscript.
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The CMDU protocol for ABPM evaluation during pregnancy was approved by the Medical Bioethics Committee of the Faculty of Medical Sciences, National University of La Plata (UNLP), Buenos Aires, Argentina (COBIMED 0/27). This observational study posed no risk to participants and was conducted in accordance with the Declaration of Helsinki.
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Salazar, M.R., Espeche, W.G., Minetto, J. et al. Nocturnal systolic and diastolic blood pressure across gestational periods and the risk of preeclampsia. J Hum Hypertens 39, 541–548 (2025). https://doi.org/10.1038/s41371-025-01046-0
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DOI: https://doi.org/10.1038/s41371-025-01046-0