title: The contribution of genes, environment and of body mass to blood pressure variance in young adult males.
abstract: OBJECTIVE
  (1) To determine by means of multivariate genetic modelling whether the covariation of blood pressure (BP) and body mass index (BMI) is compatible with a direct effect of BMI on BP, or rather with pleiotropy or environmental association, and (2) to quantify the contribution of such an effect and of heritability and environmental factors to BP variance.
  
  
  METHODS
  Fifty monozygous and 41 dizygous male twin pairs (ages: 17-38 years) were studied. BMI was calculated as weight/height. Blood pressure was the mean of three conventional measurements in the supine position. Estimates for the path coefficients of the three hypothesised models were obtained using Maximum Likelihood Estimation and were used to calculate the predicted covariance matrices for these models. A chi2 goodness-of-fit index of P>0.05 indicated an adequate fit. Likelihood ratio chi2 statistics and the Akaike Information Criterion (AIC) were used to choose the best model among the fitting models. The path coefficients of the best model were used to estimate the variance decomposition of BP.
  
  
  RESULTS
  All hypothesised models fitted the data. The AIC was lowest for the model representing an influence of BMI on BP, for both systolic (AIC = -22.3) and diastolic (AIC = -22.2) BP. The estimated percentages of the total phenotypic variance of BP, which could be explained by the influence of BMI on BP, were 11.4% and 12.9% for systolic and diastolic pressure respectively. The remaining variances were associated with variation in genetic and environmental factors.
  
  
  CONCLUSIONS
  A direct influence of BMI on BP constitutes the most likely explanation of the BP-BMI-covariation and it accounts for about 12% of the BP-variance in young healthy men.
authors: Department of Molecular and Cardiovascular Research, University of Leuven, Belgium.
authors: W J
authors: WJ
authors: Vinck
authors: R
authors: R
authors: Vlietinck
authors: R H
authors: RH
authors: Fagard
mesh_terms: D000293:Adolescent; D000328:Adult; D001794:Blood Pressure / Q000502:physiology*; D015992:Body Mass Index; D004777:Environment; D005500:Follow-Up Studies; D005796:Genes; D006801:Humans; D016013:Likelihood Functions; D008297:Male; D014429:Twins, Dizygotic / Q000235:genetics; D014430:Twins, Monozygotic / Q000235:genetics