Abstract P211: A Method to Impute Life-course Trajectories of Cardiovascular Risk Factors from Pooled Cohorts Data
2018
Introduction: Cumulative exposure to cardiovascular disease (CVD) risk factors during young adulthood is associated with later life CVD risk. Few
prospective cohort studiesmeasured exposures in young adulthood. We sought to develop and validate a method to impute trajectories of CVD risk factors across the life course. Methods: 36,546 participants (55% women, 25% black, average exams 5.1/participant) from 6 studies (ARIC, CARDIA, CHS, Framingham Offspring, Health ABC, and MESA) were included. Demographics and CVD risk factors (BMI, smoking, BP, lipids, glucose, medications for BP, lipids and glucose) were collected at each exam and harmonized across cohorts. We multiply imputed complete risk factor trajectories from age 18 to 99 years for each participant using an extension of linear mixed modeling (for continuous variables) and interval-censored survival modeling (for
categorical variables), taking into account the multilevel structure of data. For validation, we randomly selected 25% of all participant...
Keywords:
-
Correction
-
Source
-
Cite
-
Save
0
References
1
Citations
NaN
KQI