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Published in: Journal of Translational Medicine 1/2012

Open Access 01-12-2012 | Methodology

Congruence as a measurement of extended haplotype structure across the genome

Authors: Erin E Baschal, Jean M Jasinski, Theresa A Boyle, Pamela R Fain, George S Eisenbarth, Janet C Siebert

Published in: Journal of Translational Medicine | Issue 1/2012

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Abstract

Background

Historically, extended haplotypes have been defined using only a few data points, such as alleles for several HLA genes in the MHC. High-density SNP data, and the increasing affordability of whole genome SNP typing, creates the opportunity to define higher resolution extended haplotypes. This drives the need for new tools that support quantification and visualization of extended haplotypes as defined by as many as 2000 SNPs. Confronted with high-density SNP data across the major histocompatibility complex (MHC) for 2,300 complete families, compiled by the Type 1 Diabetes Genetics Consortium (T1DGC), we developed software for studying extended haplotypes.

Methods

The software, called ExHap (Extended Haplotype), uses a similarity measurement we term congruence to identify and quantify long-range allele identity. Using ExHap, we analyzed congruence in both the T1DGC data and family-phased data from the International HapMap Project.

Results

Congruent chromosomes from the T1DGC data have between 96.5% and 99.9% allele identity over 1,818 SNPs spanning 2.64 megabases of the MHC (HLA-DRB1 to HLA-A). Thirty-three of 132 DQ-DR-B-A defined haplotype groups have > 50% congruent chromosomes in this region. For example, 92% of chromosomes within the DR3-B8-A1 haplotype are congruent from HLA-DRB1 to HLA-A (99.8% allele identity). We also applied ExHap to all 22 autosomes for both CEU and YRI cohorts from the International HapMap Project, identifying multiple candidate extended haplotypes.

Conclusions

Long-range congruence is not unique to the MHC region. Patterns of allele identity on phased chromosomes provide a simple, straightforward approach to visually and quantitatively inspect complex long-range structural patterns in the genome. Such patterns aid the biologist in appreciating genetic similarities and differences across cohorts, and can lead to hypothesis generation for subsequent studies.
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Literature
1.
go back to reference International HapMap Consortium: A haplotype map of the human genome. Nature. 2005, 437: 1299-1320. 10.1038/nature04226.CrossRef International HapMap Consortium: A haplotype map of the human genome. Nature. 2005, 437: 1299-1320. 10.1038/nature04226.CrossRef
2.
go back to reference International HapMap Consortium: A second generation human haplotype map of over million SNPs. Nature. 2007, 449: 851-861. 10.1038/nature06258.CrossRef International HapMap Consortium: A second generation human haplotype map of over million SNPs. Nature. 2007, 449: 851-861. 10.1038/nature06258.CrossRef
3.
go back to reference Awdeh ZL, Raum D, Yunis EJ, Alper CA: Extended HLA/complement allele haplotypes: evidence for T/t-like complex in man. Proc Natl Acad Sci USA. 1983, 80: 259-263. 10.1073/pnas.80.1.259.CrossRefPubMedPubMedCentral Awdeh ZL, Raum D, Yunis EJ, Alper CA: Extended HLA/complement allele haplotypes: evidence for T/t-like complex in man. Proc Natl Acad Sci USA. 1983, 80: 259-263. 10.1073/pnas.80.1.259.CrossRefPubMedPubMedCentral
4.
go back to reference Yunis EJ: Philip Levine award lecture. MHC haplotypes in biology and medicine. Am J Clin Pathol. 1987, 1988 (89): 268-280. Yunis EJ: Philip Levine award lecture. MHC haplotypes in biology and medicine. Am J Clin Pathol. 1987, 1988 (89): 268-280.
5.
go back to reference Degli-Esposti MA, Leaver AL, Christiansen FT, Witt CS, Abraham LJ, Dawkins RL: Ancestral haplotypes: conserved population MHC haplotypes. Hum Immunol. 1992, 34: 242-252. 10.1016/0198-8859(92)90023-G.CrossRefPubMed Degli-Esposti MA, Leaver AL, Christiansen FT, Witt CS, Abraham LJ, Dawkins RL: Ancestral haplotypes: conserved population MHC haplotypes. Hum Immunol. 1992, 34: 242-252. 10.1016/0198-8859(92)90023-G.CrossRefPubMed
6.
go back to reference Yunis EJ, Larsen CE, Fernandez-Vina M, Awdeh ZL, Romero T, Hansen JA, Alper CA: Inheritable variable sizes of DNA stretches in the human MHC: conserved extended haplotypes and their fragments or blocks. Tissue Antigens. 2003, 62: 1-20. 10.1034/j.1399-0039.2003.00098.x.CrossRefPubMed Yunis EJ, Larsen CE, Fernandez-Vina M, Awdeh ZL, Romero T, Hansen JA, Alper CA: Inheritable variable sizes of DNA stretches in the human MHC: conserved extended haplotypes and their fragments or blocks. Tissue Antigens. 2003, 62: 1-20. 10.1034/j.1399-0039.2003.00098.x.CrossRefPubMed
7.
go back to reference Alper CA, Larsen CE, Dubey DP, Awdeh ZL, Fici DA, Yunis EJ: The haplotype structure of the human major histocompatibility complex. Hum Immunol. 2006, 67: 73-84. 10.1016/j.humimm.2005.11.006.CrossRefPubMed Alper CA, Larsen CE, Dubey DP, Awdeh ZL, Fici DA, Yunis EJ: The haplotype structure of the human major histocompatibility complex. Hum Immunol. 2006, 67: 73-84. 10.1016/j.humimm.2005.11.006.CrossRefPubMed
8.
go back to reference Raum D, Awdeh Z, Yunis EJ, Alper CA, Gabbay KH: Extended major histocompatibility complex haplotypes in type I diabetes mellitus. J Clin Invest. 1984, 74: 449-454. 10.1172/JCI111441.CrossRefPubMedPubMedCentral Raum D, Awdeh Z, Yunis EJ, Alper CA, Gabbay KH: Extended major histocompatibility complex haplotypes in type I diabetes mellitus. J Clin Invest. 1984, 74: 449-454. 10.1172/JCI111441.CrossRefPubMedPubMedCentral
9.
go back to reference Bilbao JR, Calvo B, Aransay AM, Martin-Pagola A, de Perez NG, Aly TA, Rica I, Vitoria JC, Gaztambide S, Noble J: Conserved extended haplotypes discriminate HLA-DR3homozygous Basque patients with type 1 diabetes mellitus and celiac disease. Genes Immun. 2006, 7: 550-554. 10.1038/sj.gene.6364328.CrossRefPubMed Bilbao JR, Calvo B, Aransay AM, Martin-Pagola A, de Perez NG, Aly TA, Rica I, Vitoria JC, Gaztambide S, Noble J: Conserved extended haplotypes discriminate HLA-DR3homozygous Basque patients with type 1 diabetes mellitus and celiac disease. Genes Immun. 2006, 7: 550-554. 10.1038/sj.gene.6364328.CrossRefPubMed
10.
go back to reference Romero V, Larsen CE, Duke-Cohan JS, Fox EA, Romero T, Clavijo OP, Fici DA, Husain Z, Almeciga I, Alford DR: Genetic fixity in the human major histocompatibility complex and block size diversity in the class I region including HLA E. BMC Genet. 2007, 8: 14-CrossRefPubMedPubMedCentral Romero V, Larsen CE, Duke-Cohan JS, Fox EA, Romero T, Clavijo OP, Fici DA, Husain Z, Almeciga I, Alford DR: Genetic fixity in the human major histocompatibility complex and block size diversity in the class I region including HLA E. BMC Genet. 2007, 8: 14-CrossRefPubMedPubMedCentral
11.
go back to reference Baschal EE, Aly TA, Jasinski JM, Steck AK, Noble JA, Erlich HA, Eisenbarth GS: Defining multiple common "completely" conserved major histocompatibility complex SNP haplotypes. Clin Immunol. 2009, 132: 203-214. 10.1016/j.clim.2009.03.530.CrossRefPubMedPubMedCentral Baschal EE, Aly TA, Jasinski JM, Steck AK, Noble JA, Erlich HA, Eisenbarth GS: Defining multiple common "completely" conserved major histocompatibility complex SNP haplotypes. Clin Immunol. 2009, 132: 203-214. 10.1016/j.clim.2009.03.530.CrossRefPubMedPubMedCentral
12.
go back to reference Aly TA, Eller E, Ide A, Gowan K, Babu SR, Erlich HA, Rewers MJ, Eisenbarth GS, Fain PR: Multi-SNP analysis of MHC region: remarkable conservation of HLA-A1-B8-DR3 haplotype. Diabetes. 2006, 55: 1265-1269. 10.2337/db05-1276.CrossRefPubMed Aly TA, Eller E, Ide A, Gowan K, Babu SR, Erlich HA, Rewers MJ, Eisenbarth GS, Fain PR: Multi-SNP analysis of MHC region: remarkable conservation of HLA-A1-B8-DR3 haplotype. Diabetes. 2006, 55: 1265-1269. 10.2337/db05-1276.CrossRefPubMed
13.
go back to reference Aly TA, Baschal EE, Jahromi MM, Fernando MS, Babu SR, Fingerlin TE, Kretowski A, Erlich HA, Fain PR, Rewers MJ: Analysis of single nucleotide polymorphisms identifies major type 1A diabetes locus telomeric of the major histocompatibility complex. Diabetes. 2008, 57: 770-776. 10.2337/db07-0900.CrossRefPubMed Aly TA, Baschal EE, Jahromi MM, Fernando MS, Babu SR, Fingerlin TE, Kretowski A, Erlich HA, Fain PR, Rewers MJ: Analysis of single nucleotide polymorphisms identifies major type 1A diabetes locus telomeric of the major histocompatibility complex. Diabetes. 2008, 57: 770-776. 10.2337/db07-0900.CrossRefPubMed
14.
go back to reference Butty V, Roy M, Sabeti P, Besse W, Benoist C, Mathis D: Signatures of strong population differentiation shape extended haplotypes across the human CD28, CTLA4, and ICOS costimulatory genes. Proc Natl Acad Sci USA. 2007, 104: 570-575. 10.1073/pnas.0610124104.CrossRefPubMedPubMedCentral Butty V, Roy M, Sabeti P, Besse W, Benoist C, Mathis D: Signatures of strong population differentiation shape extended haplotypes across the human CD28, CTLA4, and ICOS costimulatory genes. Proc Natl Acad Sci USA. 2007, 104: 570-575. 10.1073/pnas.0610124104.CrossRefPubMedPubMedCentral
15.
go back to reference Barrett JC, Fry B, Maller J, Daly MJ: Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics. 2005, 21: 263-265. 10.1093/bioinformatics/bth457.CrossRefPubMed Barrett JC, Fry B, Maller J, Daly MJ: Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics. 2005, 21: 263-265. 10.1093/bioinformatics/bth457.CrossRefPubMed
16.
go back to reference Gabriel SB, Schaffner SF, Nguyen H, Moore JM, Roy J, Blumenstiel B, Higgins J, DeFelice M, Lochner A, Faggart M: The structure of haplotype blocks in the human genome. Science. 2002, 296: 2225-2229. 10.1126/science.1069424.CrossRefPubMed Gabriel SB, Schaffner SF, Nguyen H, Moore JM, Roy J, Blumenstiel B, Higgins J, DeFelice M, Lochner A, Faggart M: The structure of haplotype blocks in the human genome. Science. 2002, 296: 2225-2229. 10.1126/science.1069424.CrossRefPubMed
17.
go back to reference Sabeti PC, Reich DE, Higgins JM, Levine HZ, Richter DJ, Schaffner SF, Gabriel SB, Platko JV, Patterson NJ, McDonald GJ: Detecting recent positive selection in the human genome from haplotype structure. Nature. 2002, 419: 832-837. 10.1038/nature01140.CrossRefPubMed Sabeti PC, Reich DE, Higgins JM, Levine HZ, Richter DJ, Schaffner SF, Gabriel SB, Platko JV, Patterson NJ, McDonald GJ: Detecting recent positive selection in the human genome from haplotype structure. Nature. 2002, 419: 832-837. 10.1038/nature01140.CrossRefPubMed
18.
go back to reference Sabeti PC, Varilly P, Fry B, Lohmueller J, Hostetter E, Cotsapas C, Xie X, Byrne EH, McCarroll SA, Gaudet R: Genome-wide detection and characterization of positive selection in human populations. Nature. 2007, 449: 913-918. 10.1038/nature06250.CrossRefPubMedPubMedCentral Sabeti PC, Varilly P, Fry B, Lohmueller J, Hostetter E, Cotsapas C, Xie X, Byrne EH, McCarroll SA, Gaudet R: Genome-wide detection and characterization of positive selection in human populations. Nature. 2007, 449: 913-918. 10.1038/nature06250.CrossRefPubMedPubMedCentral
19.
go back to reference Bersaglieri T, Sabeti PC, Patterson N, Vanderploeg T, Schaffner SF, Drake JA, Rhodes M, Reich DE, Hirschhorn JN: Genetic signatures of strong recent positive selection at the lactase gene. Am J Hum Genet. 2004, 74: 1111-1120. 10.1086/421051.CrossRefPubMedPubMedCentral Bersaglieri T, Sabeti PC, Patterson N, Vanderploeg T, Schaffner SF, Drake JA, Rhodes M, Reich DE, Hirschhorn JN: Genetic signatures of strong recent positive selection at the lactase gene. Am J Hum Genet. 2004, 74: 1111-1120. 10.1086/421051.CrossRefPubMedPubMedCentral
20.
go back to reference Baschal EE, Aly TA, Jasinski JM, Steck AK, Johnson KN, Noble JA, Erlich HA, Eisenbarth GS: The frequent and conserved DR3-B8-A1 extended haplotype confers less diabetes risk than other DR3 haplotypes. Diabetes Obes Metab. 2009, 11 (Suppl 1): 25-30.CrossRefPubMedPubMedCentral Baschal EE, Aly TA, Jasinski JM, Steck AK, Johnson KN, Noble JA, Erlich HA, Eisenbarth GS: The frequent and conserved DR3-B8-A1 extended haplotype confers less diabetes risk than other DR3 haplotypes. Diabetes Obes Metab. 2009, 11 (Suppl 1): 25-30.CrossRefPubMedPubMedCentral
21.
go back to reference Brown WM, Pierce J, Hilner JE, Perdue LH, Lohman K, Li L, Venkatesh RB, Hunt S, Mychaleckyj JC, Deloukas P: Overview of the MHC fine mapping data. Diabetes Obes Metab. 2009, 11 (Suppl 1): 2-7.CrossRefPubMedPubMedCentral Brown WM, Pierce J, Hilner JE, Perdue LH, Lohman K, Li L, Venkatesh RB, Hunt S, Mychaleckyj JC, Deloukas P: Overview of the MHC fine mapping data. Diabetes Obes Metab. 2009, 11 (Suppl 1): 2-7.CrossRefPubMedPubMedCentral
22.
go back to reference Mychaleckyj JC, Noble JA, Moonsamy PV, Carlson JA, Varney MD, Post J, Helmberg W, Pierce JJ, Bonella P, Fear AL: HLA genotyping in the international Type 1 diabetes genetics consortium. Clinical Trials. 2010, 7: S75-S87. 10.1177/1740774510373494.CrossRefPubMedPubMedCentral Mychaleckyj JC, Noble JA, Moonsamy PV, Carlson JA, Varney MD, Post J, Helmberg W, Pierce JJ, Bonella P, Fear AL: HLA genotyping in the international Type 1 diabetes genetics consortium. Clinical Trials. 2010, 7: S75-S87. 10.1177/1740774510373494.CrossRefPubMedPubMedCentral
23.
go back to reference O'Connell JR, Weeks DE: PedCheck: a program for identification of genotype incompatibilities in linkage analysis. Am J Hum Genet. 1998, 63: 259-266. 10.1086/301904.CrossRefPubMedPubMedCentral O'Connell JR, Weeks DE: PedCheck: a program for identification of genotype incompatibilities in linkage analysis. Am J Hum Genet. 1998, 63: 259-266. 10.1086/301904.CrossRefPubMedPubMedCentral
24.
go back to reference Abecasis GR, Cherny SS, Cookson WO, Cardon LR: Merlin-rapid analysis of dense genetic maps using sparse gene flow trees. Nat Genet. 2002, 30: 97-101. 10.1038/ng786.CrossRefPubMed Abecasis GR, Cherny SS, Cookson WO, Cardon LR: Merlin-rapid analysis of dense genetic maps using sparse gene flow trees. Nat Genet. 2002, 30: 97-101. 10.1038/ng786.CrossRefPubMed
25.
go back to reference Rubinstein P, Walker M, Carpenter C, Carrier C, Krassner J, Falk C, Ginsberg F: Genetics of HLA-disease associations. The use of the haplotype relative risk (hrr) and the "haplo-delta" (Dh) estimates in juvenile diabetes from three racial groups. Hum Immunol. 1981, 3: 384-CrossRef Rubinstein P, Walker M, Carpenter C, Carrier C, Krassner J, Falk C, Ginsberg F: Genetics of HLA-disease associations. The use of the haplotype relative risk (hrr) and the "haplo-delta" (Dh) estimates in juvenile diabetes from three racial groups. Hum Immunol. 1981, 3: 384-CrossRef
27.
go back to reference Gusev A, Lowe JK, Stoffel M, Daly MJ, Altshuler D, Breslow JL, Friedman JM, Pe'er I: Whole population, genome-wide mapping of hidden relatedness. Genome Res. 2009, 19: 318-326.CrossRefPubMedPubMedCentral Gusev A, Lowe JK, Stoffel M, Daly MJ, Altshuler D, Breslow JL, Friedman JM, Pe'er I: Whole population, genome-wide mapping of hidden relatedness. Genome Res. 2009, 19: 318-326.CrossRefPubMedPubMedCentral
28.
go back to reference Fujita PA, Rhead B, Zweig AS, Hinrichs AS, Karolchik D, Cline MS, Goldman M, Barber GP, Clawson H, Coelho A: The UCSC Genome Browser database: update 2011. Nucleic Acids Res. 2011, 39: D876-D882. 10.1093/nar/gkq963.CrossRefPubMedPubMedCentral Fujita PA, Rhead B, Zweig AS, Hinrichs AS, Karolchik D, Cline MS, Goldman M, Barber GP, Clawson H, Coelho A: The UCSC Genome Browser database: update 2011. Nucleic Acids Res. 2011, 39: D876-D882. 10.1093/nar/gkq963.CrossRefPubMedPubMedCentral
30.
go back to reference Browning SR, Browning BL: Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. Am J Hum Genet. 2007, 81: 1084-1097. 10.1086/521987.CrossRefPubMedPubMedCentral Browning SR, Browning BL: Rapid and accurate haplotype phasing and missing-data inference for whole-genome association studies by use of localized haplotype clustering. Am J Hum Genet. 2007, 81: 1084-1097. 10.1086/521987.CrossRefPubMedPubMedCentral
31.
go back to reference Stephens M, Smith NJ, Donnelly P: A new statistical method for haplotype reconstruction from population data. Am J Hum Genet. 2001, 68: 978-989. 10.1086/319501.CrossRefPubMedPubMedCentral Stephens M, Smith NJ, Donnelly P: A new statistical method for haplotype reconstruction from population data. Am J Hum Genet. 2001, 68: 978-989. 10.1086/319501.CrossRefPubMedPubMedCentral
32.
go back to reference Stephens M, Donnelly P: A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet. 2003, 73: 1162-1169. 10.1086/379378.CrossRefPubMedPubMedCentral Stephens M, Donnelly P: A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet. 2003, 73: 1162-1169. 10.1086/379378.CrossRefPubMedPubMedCentral
33.
go back to reference Stephens M, Scheet P: Accounting for decay of linkage disequilibrium in haplotype inference and missing-data imputation. Am J Hum Genet. 2005, 76: 449-462. 10.1086/428594.CrossRefPubMedPubMedCentral Stephens M, Scheet P: Accounting for decay of linkage disequilibrium in haplotype inference and missing-data imputation. Am J Hum Genet. 2005, 76: 449-462. 10.1086/428594.CrossRefPubMedPubMedCentral
34.
go back to reference Tishkoff SA, Reed FA, Ranciaro A, Voight BF, Babbitt CC, Silverman JS, Powell K, Mortensen HM, Hirbo JB, Osman M: Convergent adaptation of human lactase persistence in Africa and Europe. Nat Genet. 2007, 39: 31-40. 10.1038/ng1946.CrossRefPubMedPubMedCentral Tishkoff SA, Reed FA, Ranciaro A, Voight BF, Babbitt CC, Silverman JS, Powell K, Mortensen HM, Hirbo JB, Osman M: Convergent adaptation of human lactase persistence in Africa and Europe. Nat Genet. 2007, 39: 31-40. 10.1038/ng1946.CrossRefPubMedPubMedCentral
Metadata
Title
Congruence as a measurement of extended haplotype structure across the genome
Authors
Erin E Baschal
Jean M Jasinski
Theresa A Boyle
Pamela R Fain
George S Eisenbarth
Janet C Siebert
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2012
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/1479-5876-10-32

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