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Published on: May 11, 2015
The impact of pedigree structure on heritability estimates for pulse pressure in three studies
Fang-Chi Hsu1, Daniel J Zaccaro, Leslie A Lange
1Department of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC 27157, USA. fhsu@wfubmc.edu
Insights
Pulse pressure (PP) is moderately heritable, with genetic factors influencing large artery stiffness. Study design, specifically pedigree structure, significantly impacts heritability estimates in cardiovascular studies.
Area of Science:
- Cardiovascular Genetics
- Quantitative Genetics
- Public Health
Background:
- Pulse pressure (PP) is a key indicator of large artery stiffness.
- PP is a significant predictor of cardiovascular disease (CVD) morbidity and mortality.
- Understanding the genetic basis of PP is crucial for CVD risk assessment.
Purpose of the Study:
- To investigate the heritability of pulse pressure (PP) across three distinct family studies: Diabetes Heart Study (DHS), Insulin Resistance Atherosclerosis Family Study (IRAS FS), and NHLBI Family Heart Study (FHS).
- To estimate residual heritability of PP after accounting for covariates.
- To evaluate the impact of pedigree structure on heritability estimations.
Main Methods:
- Heritability of log-transformed PP was assessed using variance component models.
- Analyses adjusted for age, gender, ethnicity/center, height, diabetes status, and mean arterial pressure (MAP).
- A modified bootstrap re-sampling technique was employed to simulate sibling pair nuclear family designs within larger pedigrees.
Main Results:
- Initial heritability estimates varied significantly by study design (DHS: 0.40±0.08, IRAS FS: 0.22±0.05, FHS: 0.19±0.03).
- After adjusting for covariates, PP demonstrated moderate heritability in all three cohorts.
- Re-sampling to mimic a sibling pair nuclear family design reduced inter-study differences in heritability estimates (DHS: 0.37, IRAS FS: 0.34, FHS: 0.27).
Conclusions:
- Pulse pressure (PP) exhibits a moderate heritable component.
- Pedigree structure significantly influences the estimation of heritability for PP.
- Future heritability comparisons must account for variations in study design, particularly pedigree structure.
Objectives:
Pulse pressure (PP) is a measure of large artery stiffness and has been shown to be an important predictor of cardiovascular morbidity and mortality. The aims of the present study were to investigate the heritability of PP in three studies, the Diabetes Heart Study (DHS), the Insulin Resistance Atherosclerosis Family Study (IRAS FS), and the NHLBI Family Heart Study (FHS), to estimate the residual heritability after inclusion of a common set of covariates, and to investigate the impact of pedigree structure on estimating heritability.
Methods And Results:
DHS is primarily a sibling pair nuclear family study design, while both IRAS FS and FHS have large pedigrees. Heritability estimates of log-transformed PP were obtained using variance component models. After adjusting for age, gender, ethnicity/center, height, diabetes status, and mean arterial pressure (MAP), heritability estimates of PP were 0.40 +/- 0.08 , 0.22 +/- 0.05, and 0.19 +/- 0.03 in DHS, IRAS FS, and FHS, respectively. The heritability estimate from DHS was significantly different from both IRAS FS and FHS (both p values <0.05). A random re-sampling technique (modified bootstrap) was used to explore the heritability in the IRAS FS and FHS data when these pedigrees were trimmed to mimic the DHS pedigree structure. The re-sampling method (mimicking a sibling pair nuclear family design in all studies) yielded PP heritability estimates of 0.37, 0.34, and 0.27 in DHS, IRAS FS, and FHS, respectively. There was no significant difference among the heritability estimates from the three studies based on the re-sampling method.
Conclusion:
We have shown that PP has a moderately heritable component in three different studies. These data illustrate the influence of pedigree structure can have on estimating heritability. Thoughtful comparisons of heritability estimates must consider study design factors such as pedigree structure.
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