Journal of Agricultural, Biological, and Environmental Statistics

, 13:177

Collision probabilities for AFLP bands, with an application to simple measures of genetic similarity

  • Gerrit Gort
  • Wim J. M. Koopman
  • Alfred Stein
  • Fred A. van Eeuwijk
Article

DOI: 10.1198/108571108X308116

Cite this article as:
Gort, G., Koopman, W.J.M., Stein, A. et al. JABES (2008) 13: 177. doi:10.1198/108571108X308116

Abstract

AFLP is a frequently used DNA fingerprinting technique that is popular in the plant sciences. A problem encountered in the interpretation and comparison of individual plant profiles, consisting of band presence-absence patterns, is that multiple DNA fragments of the same length can be generated that eventually show up as single bands on a gel. The phenomenon of two or more fragments coinciding in a band within an individual profile is a type of homoplasy, that we call collision. Homoplasy biases estimates of genetic similarity. In this study, we show how to calculate collision probabilities for bands as a function of band length, given the fragment count, the band count, or band lengths. We also determine probabilities of higher order collisions, and estimate the total number of collisions for a profile. Since short fragments occur more often, short bands are more likely to contain collisions. For a typical plant genome and AFLP procedure, the collision probability for the shortest band is 25 times larger than for the longest. In a profile with 100 bands a quarter of the bands may contain collisions, concentrated at the shorter band lengths. All calculations require a careful estimate of the monotonically decreasing fragment length distribution. Modifications of Dice and Jaccard coefficients are proposed. The principles are illustrated on data from a phylogenetic study in lettuce.

Key Words

DiceFragment length distributionJaccardOccupancy distributionSaddlepoint approximationSize homoplasy

Copyright information

© International Biometric Society 2008

Authors and Affiliations

  • Gerrit Gort
    • 1
  • Wim J. M. Koopman
    • 2
  • Alfred Stein
    • 3
  • Fred A. van Eeuwijk
    • 1
  1. 1.Wageningen UniversityWageningenThe Netherlands
  2. 2.Biosystematics Group, National Herbarium NederlandWageningen University branchWageningenThe Netherlands
  3. 3.Department of Earth Observation ScienceITCEnschedeThe Netherlands