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Grant: Project Grant

Research Institute of the McGill University Health Centre

$524,024.00

Development of models to predict hypertension after pregnancy using electronic and administrative health record data

FY 2025-26

Summary
High blood pressure is a leading risk factor for heart disease and stroke-major causes of early death in women. In Canada, up to one in four women live with high blood pressure. Pregnancy offers a unique window to identify women at risk, as most receive medical care during this time. By using clinical prediction models, we can estimate a woman's future of developing high blood pressure before she leaves the hospital after delivery. This allows healthcare providers to plan follow-up care and take early action. However, current prediction tools are limited-they often focus only on women who had high blood pressure during pregnancy, rely on small samples, and track outcomes for just a few months. Our study will address these gaps by developing new models using health data from over 350,000 pregnancies in Alberta. These models will include all women, regardless of pregnancy complications, and will predict high blood pressure up to 10 years after delivery. We will also test the models in a later group to ensure they work well over time. Ultimately, this research will help doctors identify at-risk women earlier and offer timely care to prevent long-term heart disease.
Program
Project Grant
Location
Quebec, Canada
Type
Grant
Source
CIHR Funding Decisions Database

As published

Id
563840
Name
Ukah Ugochinyere Viv
Region
Québec
Country
Canada
Orgtype
Institution Paid; Research Institution
Instname2
Human Development, Child and Youth Health
Theme2
Clinical
Prcname2
Clinical Investigation - A: Reproduction, Maternal, Child and Youth Health 2
Projecttitle
Development of models to predict hypertension after pregnancy using electronic and administrative health record data
Programtype2
Operating Grants
Orgnameinp2
Research Institute of the McGill University Health Centre
Cihramount2
$524,024
Cihrequipment2
$0
Programname2
Project Grant
Keyworddelim
Cardiovascular; Hypertension; Prediction Model; Pregnancy
Abstract
High blood pressure is a leading risk factor for heart disease and stroke-major causes of early death in women. In Canada, up to one in four women live with high blood pressure. Pregnancy offers a unique window to identify women at risk, as most receive medical care during this time. By using clinical prediction models, we can estimate a woman's future of developing high blood pressure before she leaves the hospital after delivery. This allows healthcare providers to plan follow-up care and take early action. However, current prediction tools are limited-they often focus only on women who had high blood pressure during pregnancy, rely on small samples, and track outcomes for just a few months. Our study will address these gaps by developing new models using health data from over 350,000 pregnancies in Alberta. These models will include all women, regardless of pregnancy complications, and will predict high blood pressure up to 10 years after delivery. We will also test the models in a later group to ensure they work well over time. Ultimately, this research will help doctors identify at-risk women earlier and offer timely care to prevent long-term heart disease.
Competitiondate
202603
Approvedterm2
4 yrs 0 mth
Pinamesdelim
Ukah, Ugochinyere Viv; Daskalopoulou, Stella S; Metcalfe, Amy L
Approvedterm
4 ans 0 mois
Cihrcontribution2
~ $524,024~ $0~
Research Institute of the McGill University Health Ce… | Canada Spends