Prevention & lipidsDiagnostic or prognostic study

Risk Score Development to Predict Postpartum Cardiovascular Disease Incorporating Pregnancy and Nonpregnancy Factors

JACC AdvPublished

  • Risk score development
  • national administrative hospitalization data
  • Cox proportional hazards models

Authors' conclusion

The lack of sociodemographic, clinical, and health behavior information may have contributed to the low predictive performance of this score for postpartum CVD hospitalizations. However, this score derived from a national administrative database, provides an initial framework for estimating future cardiac risk, which may provide guidance regarding the need and intensity of postpartum CVD surveillance.

Study context

Population
Individuals aged 18–55 years without pre-existing cardiovascular disease (CVD), 1 randomly selected delivery per individual, Canada 2008–2021cohort, median follow-up 3.7 years [Q1-Q3: 1.6–7.9 years]
Participants
1,992,972 individuals
Comparison
standardized risk score <0 vs standardized risk score 0 to <3 vs standardized risk score ≥3

Performance

As reported in the abstract

CVD within 1 year of delivery, likelihood ratios (LRs) by standardized risk score · 1 year of delivery

standardized risk score <0

0.55

LR · 95% CI 0.49–0.61

standardized risk score 0 to <3

1.42

LR · 95% CI 1.28–1.57

standardized risk score ≥3

7.81

LR · 95% CI 6.69–9.11

Further findings

Distribution of risk scores

Model performance

C-statistic for the multivariable Cox model
0.669 (95% CI: 0.668-0.670)

Original publication

Risk Score Development to Predict Postpartum Cardiovascular Disease Incorporating Pregnancy and Nonpregnancy Factors. JACC Adv. Published 12 January 2026. doi:10.1016/j.jacadv.2025.102511

Summarised from the published abstract; every number is checked against it