A Bayesian Statistical Analysis of Human T-cell Lymphotropic Virus Evolutionary Rates

Infect Genet Evol. 2005 Apr;5(3):291-8. doi: 10.1016/j.meegid.2004.04.005. Epub 2004 Nov 30.


HTLV is a genetically-stable retrovirus that is considered to have evolved partly in concert with human migrations. Its rate of evolution is low and therefore, difficult to estimate reliably. In the first part of this study, we provide an improved estimate of HTLV evolutionary rate using anthropological calibration of phylogenetic nodes. We investigate two different anthropological calibrations using a Bayesian method that implements a relaxed molecular clock model and can combine data from multiple genes. The analysis shows that the two calibrations are compatible. In the second part, we develop a Bayesian statistical model to combine and compare the anthropology-based estimates of evolutionary rate with a rate recently calculated using pedigree data from vertically HTLV-infected families. We compare the statistical power of the two estimates and show that the current pedigree estimate, although resulting in considerably higher evolutionary rates, is too statistically weak to warrant a re-examination of the commonly used anthropology-based estimates. Statistical uncertainty burdens HTLV rate estimates based on both anthropological calibrations and on pedigree data; the former method rests on an untested assumption, whilst that latter is affected by small sample sizes.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Bayes Theorem*
  • Biological Evolution*
  • Human T-lymphotropic virus 1 / physiology
  • Human T-lymphotropic virus 2 / physiology
  • Humans
  • Pedigree
  • Phylogeny
  • Primate T-lymphotropic virus 2 / genetics
  • Primate T-lymphotropic virus 2 / physiology*