PMID- 20670352 OWN - NLM STAT- MEDLINE DCOM- 20110218 LR - 20101109 IS - 1399-0039 (Electronic) IS - 0001-2815 (Linking) VI - 76 IP - 6 DP - 2010 Dec TI - Evaluation of computational methods for the reconstruction of HLA haplotypes. PG - 459-66 LID - 10.1111/j.1399-0039.2010.01539.x [doi] AB - Human leukocyte antigen (HLA) haplotypes are frequently evaluated for population history inferences and association studies. However, the available typing techniques for the main HLA loci usually do not allow the determination of the allele phase and the constitution of a haplotype, which may be obtained by a very time-consuming and expensive family-based segregation study. Without the family-based study, computational inference by probabilistic models is necessary to obtain haplotypes. Several authors have used the expectation-maximization (EM) algorithm to determine HLA haplotypes, but high levels of erroneous inferences are expected because of the genetic distance among the main HLA loci and the presence of several recombination hotspots. In order to evaluate the efficiency of computational inference methods, 763 unrelated individuals stratified into three different datasets had their haplotypes manually defined in a family-based study of HLA-A, -B, -DRB1 and -DQB1 segregation, and these haplotypes were compared with the data obtained by the following three methods: the Expectation-Maximization (EM) and Excoffier-Laval-Balding (ELB) algorithms using the arlequin 3.11 software, and the PHASE method. When comparing the methods, we observed that all algorithms showed a poor performance for haplotype reconstruction with distant loci, estimating incorrect haplotypes for 38%-57% of the samples considering all algorithms and datasets. We suggest that computational haplotype inferences involving low-resolution HLA-A, HLA-B, HLA-DRB1 and HLA-DQB1 haplotypes should be considered with caution. CI - (c) 2010 John Wiley & Sons A/S. FAU - Castelli, E C AU - Castelli EC AD - Departamento de Clinica Medica, Faculdade de Medicina de Ribeirao Preto, Universidade de Sao Paulo, Ribeirao Preto-SP, Brazil. FAU - Mendes-Junior, C T AU - Mendes-Junior CT FAU - Veiga-Castelli, L C AU - Veiga-Castelli LC FAU - Pereira, N F AU - Pereira NF FAU - Petzl-Erler, M L AU - Petzl-Erler ML FAU - Donadi, E A AU - Donadi EA LA - eng PT - Comparative Study PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - England TA - Tissue Antigens JT - Tissue antigens JID - 0331072 RN - 0 (HLA Antigens) SB - IM MH - *Algorithms MH - *Alleles MH - Brazil MH - Computational Biology/*methods MH - Female MH - HLA Antigens/*genetics/immunology MH - Haplotypes/*genetics/immunology MH - Humans MH - Male MH - Sequence Analysis, DNA/*methods EDAT- 2010/07/31 06:00 MHDA- 2011/02/22 06:00 CRDT- 2010/07/31 06:00 PHST- 2010/07/31 06:00 [entrez] PHST- 2010/07/31 06:00 [pubmed] PHST- 2011/02/22 06:00 [medline] AID - TAN1539 [pii] AID - 10.1111/j.1399-0039.2010.01539.x [doi] PST - ppublish SO - Tissue Antigens. 2010 Dec;76(6):459-66. doi: 10.1111/j.1399-0039.2010.01539.x.