The use of inferred haplotypes in downstream analyses.

To the Editor: In the March 2006 issue of the Journal, Marchini et al.1 provided a comprehensive description of phasing algorithms for inference of individual haplotypes from unphased genotype data. They stated that an unresolved question is “whether and, if so, how best to use inferred haplotypes in downstream analyses.”1(p.448) The question is important because knowledge of individual haplotypes is rarely an end in itself. We offer our perspective on this issue, particularly in the context of (case-control) association studies.

[1]  D Zeng,et al.  Maximum likelihood estimation of haplotype effects and haplotype‐environment interactions in association studies , 2005, Genetic epidemiology.

[2]  Thomas Lumley,et al.  Simple estimates of haplotype relative risks in case‐control data , 2006, Genetic epidemiology.

[3]  D. Zeng,et al.  Likelihood-Based Inference on Haplotype Effects in Genetic Association Studies , 2006 .

[4]  H. Cordell Estimation and testing of genotype and haplotype effects in case‐control studies: comparison of weighted regression and multiple imputation procedures , 2006, Genetic epidemiology.

[5]  Peter Kraft,et al.  Accounting for haplotype uncertainty in matched association studies: A comparison of simple and flexible techniques , 2005, Genetic epidemiology.

[6]  Raymond J Carroll,et al.  Analysis of case‐control studies of genetic and environmental factors with missing genetic information and haplotype‐phase ambiguity , 2005, Genetic epidemiology.

[7]  N. Schork,et al.  Accuracy of haplotype frequency estimation for biallelic loci, via the expectation-maximization algorithm for unphased diploid genotype data. , 2000, American journal of human genetics.

[8]  D. Schaid,et al.  Score tests for association between traits and haplotypes when linkage phase is ambiguous. , 2002, American journal of human genetics.

[9]  Ingram Olkin,et al.  Incomplete data in sample surveys. Vol. 2: theory and bibliographies , 1983 .

[10]  G. Satten,et al.  Inference on haplotype effects in case-control studies using unphased genotype data. , 2003, American journal of human genetics.

[11]  A. Morris,et al.  Little loss of information due to unknown phase for fine-scale linkage-disequilibrium mapping with single-nucleotide-polymorphism genotype data. , 2004, American journal of human genetics.

[12]  Zhaohui S. Qin,et al.  A comparison of phasing algorithms for trios and unrelated individuals. , 2006, American journal of human genetics.