Use of a pooled cohort to impute cardiovascular disease risk factors across the adult life course

Adina Zeki Al Hazzouri, Eric Vittinghoff, Yiyi Zhang, Mark J. Pletcher, Andrew E. Moran, Kirsten Bibbins-Domingo, Sherita H. Golden, Kristine Yaffe

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

Background: In designing prevention strategies, it may be useful to understand how early and midlife cardiovascular disease risk factor (CVDRF) exposures affect outcomes that primarily occur in mid to late life. Few single US cohorts have followed participants from early adulthood to late life. Methods: We pooled four prospective cohorts that represent segments of the adult life course, and studied 15 001 White and Black adults aged 18 to 95 years at enrollment. We imputed early and midlife exposure to body mass index (BMI), glucose, lipids and blood pressure (BP). CVDRF trajectories were estimated using linear mixed models. Using the best linear unbiased predictions, we obtained person-specific estimates of CVDRF trajectories beginning at age 20 until each participant's end of follow-up. We then calculated for each CVDRF, summary measures of early and midlife exposure as time-weighted averages (TWAs). Results: In the pooled cohort, 33.7% were Black and 54.8% were female. CVDRF summary measures worsened in midlife compared with early life and varied by sex and race. In particular, systolic and diastolic BP were consistently higher over the adult life course among men, and BMI was higher among Blacks, particularly Black women. Simulation studies suggested acceptable imputation accuracy, especially for the younger cohorts. Correlations of true and imputed CVDRF summary measures ranged from 0.53 to 0.99, and agreement ranged from 67% to 99%. Conclusions: These results suggest that imputed CVDRFs may be accurate enough to be useful in assessing the effects of early and midlife exposures on later life outcomes.

Original languageEnglish (US)
Pages (from-to)1004-1013
Number of pages10
JournalInternational journal of epidemiology
Volume48
Issue number3
DOIs
StatePublished - Jun 1 2019

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Cardiovascular Diseases
Blood Pressure
Body Mass Index
Linear Models
Lipids
Glucose

Keywords

  • Cardiovascular disease
  • cohort
  • imputation
  • life course

ASJC Scopus subject areas

  • Epidemiology

Cite this

Zeki Al Hazzouri, A., Vittinghoff, E., Zhang, Y., Pletcher, M. J., Moran, A. E., Bibbins-Domingo, K., ... Yaffe, K. (2019). Use of a pooled cohort to impute cardiovascular disease risk factors across the adult life course. International journal of epidemiology, 48(3), 1004-1013. https://doi.org/10.1093/ije/dyy264

Use of a pooled cohort to impute cardiovascular disease risk factors across the adult life course. / Zeki Al Hazzouri, Adina; Vittinghoff, Eric; Zhang, Yiyi; Pletcher, Mark J.; Moran, Andrew E.; Bibbins-Domingo, Kirsten; Golden, Sherita H.; Yaffe, Kristine.

In: International journal of epidemiology, Vol. 48, No. 3, 01.06.2019, p. 1004-1013.

Research output: Contribution to journalArticle

Zeki Al Hazzouri, A, Vittinghoff, E, Zhang, Y, Pletcher, MJ, Moran, AE, Bibbins-Domingo, K, Golden, SH & Yaffe, K 2019, 'Use of a pooled cohort to impute cardiovascular disease risk factors across the adult life course', International journal of epidemiology, vol. 48, no. 3, pp. 1004-1013. https://doi.org/10.1093/ije/dyy264
Zeki Al Hazzouri, Adina ; Vittinghoff, Eric ; Zhang, Yiyi ; Pletcher, Mark J. ; Moran, Andrew E. ; Bibbins-Domingo, Kirsten ; Golden, Sherita H. ; Yaffe, Kristine. / Use of a pooled cohort to impute cardiovascular disease risk factors across the adult life course. In: International journal of epidemiology. 2019 ; Vol. 48, No. 3. pp. 1004-1013.
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