Imputing observed blood pressure for antihypertensive treatment: Impact on population and genetic analyses

Brinda K. Rana, Anish Dhamija, Matthew S. Panizzon, Kelly M. Spoon, Terrie Vasilopoulos, Carol E. Franz, Michael D. Grant, Kristen C. Jacobson, Kathleen Kim, Michael J. Lyons, Jeanne M. McCaffery, Phyllis K. Stein, Hong Xian, Daniel T. O'Connor, William S. Kremen

Research output: Contribution to journalArticlepeer-review

7 Scopus citations


BACKGROUND Elevated blood pressure (BP), a heritable risk factor for many age-related disorders, is commonly investigated in population and genetic studies, but antihypertensive use can confound study results. Routine methods to adjust for antihypertensives may not sufficiently account for newer treatment protocols (i.e., combination or multiple drug therapy) found in contemporary cohorts. METHODS We refined an existing method to impute unmedicated BP in individuals on antihypertensives by incorporating new treatment trends. We assessed BP and antihypertensive use in male twins (n = 1,237) from the Vietnam Era Twin Study of Aging: 36% reported antihypertensive use; 52% of those treated were on multiple drugs. RESULTS Estimated heritability was 0.43 (95% confidence interval (CI) = 0.20-0.50) and 0.44 (95% CI = 0.22-0.61) for measured systolic BP (SBP) and diastolic BP (DBP), respectively. We imputed BP for antihypertensives by 3 approaches: (i) addition of a fixed value of 10/5mm Hg to measured SBP/DBP; (ii) incremented addition of mm Hg to BP based on number of medications; and (iii) a refined approach adding mm Hg based on antihypertensive drug class and ethnicity. The imputations did not significantly affect estimated heritability of BP. However, use of our most refined imputation method and other methods resulted in significantly increased phenotypic correlations between BP and body mass index, a trait known to be correlated with BP. CONCLUSIONS This study highlights the potential usefulness of applying a representative adjustment for medication use, such as by considering drug class, ethnicity, and the combination of drugs when assessing the relationship between BP and risk factors.

Original languageEnglish
Pages (from-to)828-837
Number of pages10
JournalAmerican Journal of Hypertension
Issue number6
StatePublished - Jun 2014


  • antihypertensive
  • blood pressure
  • body mass index
  • heritability
  • hypertension
  • twins


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