TagSNP transferability and relative loss of variability prediction from HapMap to an admixed population

J Biomed Sci. 2009 Aug 14;16(1):73. doi: 10.1186/1423-0127-16-73.

Abstract

Background: The application of a subset of single nucleotide polymorphisms, the tagSNPs, can be useful in capturing untyped SNPs information in a genomic region. TagSNP transferability from the HapMap dataset to admixed populations is of uncertain value due population structure, admixture, drift and recombination effects. In this work an empirical dataset from a Brazilian admixed sample was evaluated against the HapMap population to measure tagSNP transferability and the relative loss of variability prediction.

Methods: The transferability study was carried out using SNPs dispersed over four genomic regions: the PTPN22, HMGCR, VDR and CETP genes. Variability coverage and the prediction accuracy for tagSNPs in the selected genomic regions of HapMap phase II were computed using a prediction accuracy algorithm. Transferability of tagSNPs and relative loss of prediction were evaluated according to the difference between the Brazilian sample and the pooled and single HapMap population estimates.

Results: Each population presented different levels of prediction per gene. On average, the Brazilian (BRA) sample displayed a lower power of prediction when compared to HapMap and the pooled sample. There was a relative loss of prediction for BRA when using single HapMap populations, but a pooled HapMap dataset generated minor loss of variability prediction and lower standard deviations, except at the VDR locus at which loss was minor using CEU tagSNPs.

Conclusion: Studies that involve tagSNP selection for an admixed population should not be generally correlated with any specific HapMap population and can be better represented with a pooled dataset in most cases.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Africa / ethnology
  • Algorithms
  • Asia, Eastern / ethnology
  • Brazil
  • Cholesterol Ester Transfer Proteins / genetics
  • Chromosome Mapping / methods*
  • Ethnicity / genetics*
  • Europe / ethnology
  • Genetic Variation / genetics*
  • Genotype
  • Haplotypes / genetics*
  • Humans
  • Hydroxymethylglutaryl CoA Reductases / genetics
  • Linkage Disequilibrium
  • Marriage* / ethnology
  • Metagenomics / methods*
  • Polymorphism, Single Nucleotide*
  • Protein Tyrosine Phosphatase, Non-Receptor Type 22 / genetics
  • Receptors, Calcitriol / genetics
  • Sampling Studies
  • South America / ethnology

Substances

  • CETP protein, human
  • Cholesterol Ester Transfer Proteins
  • Receptors, Calcitriol
  • Hydroxymethylglutaryl CoA Reductases
  • PTPN22 protein, human
  • Protein Tyrosine Phosphatase, Non-Receptor Type 22