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ArticleHypertension research : official journal of the Japanese Society of Hypertension2025

A cohort study evaluating preeclampsia risk-based cut-offs for ambulatory blood pressure monitoring in high-risk pregnant women. Time for a change?

Walter Espeche, Julian Minetto, Gustavo Cerri, Lautaro Reitovich, Carlos E Leiva Sisnieguez, Juan Todoroff, Ezequiel Giordani, Sofia Pacho Calvo, Jessica Barochiner, Martin Salazar

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Article in Hypertension research : official journal of the Japanese Society of Hypertension, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Walter EspecheCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Julian MinettoCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina. jjminetto@hotmail.com.
Gustavo CerriCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Lautaro ReitovichCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Carlos E Leiva SisnieguezCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Juan TodoroffCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Ezequiel GiordaniCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Sofia Pacho CalvoCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.
Jessica BarochinerItalian Hospital of Buenos Aires, Buenos Aires, Argentina.
Martin SalazarCardiometabolic Diseases Unit, San Martín Hospital of La Plata, Buenos Aires, Argentina.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This retrospective cohort study aimed to determine optimal daytime and nocturnal ambulatory blood pressure monitoring (ABPM) cut-off points for assessing the risk of preeclampsia (PE) at different stages of gestation. We analyzed data from 1374 high-risk pregnant women, excluding those receiving antihypertensive treatment at the time of ABPM measurement. A total of 588 and 854 ABPM recordings were evaluated at 20-27 and 28-36 weeks of gestation, respectively. Two independent approaches-Youden's index and the top quartile of the ABPM distribution-were used to estimate cut-off points, which were then compared with current hypertension thresholds. Both methods yielded similar values. For nocturnal measurements, around the 30th week of gestation, the estimated cut-off points (118/69 and 118/70 mmHg) were close to the currently recommended threshold of 120/70 mmHg, which proved effective for identifying PE risk after 30 weeks, based on the F1-score and standardized net benefit. However, before 30 weeks, lower thresholds (e.g., 112/64 or 114/66 mmHg) may perform better. In contrast, daytime cut-off points were consistently lower than the current threshold of 135/85 mmHg-ranging from 124/77 to 128/80 mmHg after 30 weeks, and from 121/74 to 126/77 mmHg before 30 weeks. These lower values demonstrated superior sensitivity, higher negative predictive value, and improved overall performance, including F1-score, area under the curve (AUC), and standardized net benefit. These findings suggest that the currently recommended daytime threshold may be too high for pregnant women. In conclusion, our study supports the use of the current nocturnal threshold (120/70 mmHg) for identifying PE risk in the second half of gestation, while also indicating that lower values (around 115/65 mmHg) may be more appropriate for identifying risk between 20 and 27 weeks. Daytime thresholds should be reconsidered, with more suitable values likely around 125-130/80 mmHg at 28-36 weeks and 120-125/75 mmHg at 20-27 weeks. Adjusting these thresholds could improve the accuracy of PE risk assessment in clinical practice."

Indexed as

Blood Pressure Monitoring, AmbulatoryPre-EclampsiaAdultBlood PressureCircadian RhythmCohort StudiesFemaleHumansPregnancyRetrospective StudiesRisk FactorsAmbulatory blood pressure monitoringDigital hypertension.Implemental hypertensionMorning hypertensionPre-eclampsiaPregnancy-induced hypertension

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.