Journal Article
Genetic nature of individual frailty: comparison of two approaches
Begun, A. Z., Iachine, I. A., Yashin, A. I.
Twin Research, 3:1, 51–57 (2000)
Abstract
The traditional frailty models used in genetic analysis of bivariate survival data assume that individual frailty (and longevity) is influenced by thousands of
genes, and that the contribution of each separate gene is small. This assumption, however, does not have a solid biological basis. It may just happen that one
or a small number of genes makes a major contribution to determining the human life span. To answer the questions about the nature of the genetic influence
on life span using survival data, models are needed that specify the influence of major genes on individual frailty and longevity. The goal of this paper is to test
the nature of genetic influences on individual frailty and longevity using survival data on Danish twins. We use a new bivariate survival model with one major
gene influencing life span to analyse survival data on MZ (monozygotic) and DZ (dizygotic) twins. The analysis shows that two radically different classes of
model provide an equally good fit to the data. However, the asymptotic behaviour of some conditional statistics is different in models from different classes.
Because of the limited sample size of bivariate survival data we cannot draw reliable conclusions about the nature of genetic effects on life span. Additional
information about tails of bivariate distribution or risk factors may help to solve this problem. (© 2000 MACMILLAN PUBLISHERS LTD)