Researchers intend to create an automated tool integrated into the EHR which has the capability to identify patients in real time by analyzing blood pressure.
During the initial phase of pregnancy, regular blood pressure measurements can be categorized into six distinct patterns. These patterns are highly useful for stratifying patients based on their likelihood of developing preeclampsia and gestational hypertension in the later stages of pregnancy (1✔ ✔Trusted Source
Early Pregnancy Systolic Blood Pressure Patterns Predict Early- and Later-Onset Preeclampsia and Gestational Hypertension Among Ostensibly Lowâ€toâ€Moderate Risk Groups
Go to source). Three of the early pregnancy blood pressure trajectories identified 74% of the patients who went on to develop preeclampsia later in their pregnancy. The prediction model worked equally well in the white, Black, Hispanic, and Asian patients included in the study.
‘By observing six different blood pressure patterns occurring within the first 20 weeks of pregnancy, in conjunction with considering clinical, social, and behavioral risk factors, it is possible to accurately predict and stratify the risk of preeclampsia and gestational hypertension in low- to moderate-risk patients. #pregnancyproblems #preeclampsia #gestationalhypertension’
“The prediction models accurately classified the patients with an increased risk for developing preeclampsia and gestational hypertension based on early blood pressure patterns several months before the onset of disease,” said lead author Erica P. Gunderson, PhD, MPH, a senior research scientist at the Kaiser Permanente Division of Research and a professor at the Kaiser Permanente Bernard J. Tyson School of Medicine. The study used routine clinical blood pressure measurements and clinical data from the electronic medical records of close to 250,000 healthy pregnant patients. A previous study, identified the 6 distinct blood pressure trajectories. The new study used data from approximately 75,000 women not included in the prior study. The patients studied were considered to be low- to moderate-risk by current U.S. Preventive Services Task Force risk criteria — a group for whom it has been challenging to identify individual risk of preeclampsia.
“Hypertensive disorders in pregnancy are leading causes of morbidity and mortality, particularly in people of color,” said Kari L. Carlson, MD, associate executive director for The Permanente Medical Group. “Identifying risk factors and then implementing a risk stratification program and treatment plan could have a huge impact for both the pregnant person and infant, dramatically reducing the chances of adverse outcomes.”
“The use of a simple measure — blood pressure — that is available as part of clinical care to fine tune clinical risk assessment and identify those at highest risk could allow modification of care and the use of preventive therapies to the most appropriate patients,” said co-author James M. Roberts, MD, a professor of obstetrics, gynecology, and reproductive science at the University of Pittsburgh.
Care providers can then advise these patients of their higher risk for hypertensive disorders of pregnancy, offer available interventions, and provide additional monitoring.
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- Early Pregnancy Systolic Blood Pressure Patterns Predict Early‐ and Later‐Onset Preeclampsia and Gestational Hypertension Among Ostensibly Low‐to‐Moderate Risk Groups - (https://www.ahajournals.org/doi/10.1161/JAHA.123.029617)