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Mack SJ, Single RM, Solberg OD, Thomson G, Erlich HA. Population Genetic Dissection of HLA-DPB1 Amino Acid Polymorphism to Infer Selection. Hum Immunol 2024; 85:111151. [PMID: 39413638 DOI: 10.1016/j.humimm.2024.111151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 09/02/2024] [Accepted: 10/01/2024] [Indexed: 10/18/2024]
Abstract
Although allele frequency data for most HLA loci provide strong evidence for balancing selection at the allele level, the DPB1 locus is a notable exception, with allele frequencies compatible with neutral evolution (genetic drift) or directional selection in most populations. This discrepancy is especially interesting as evidence for balancing selection has been seen at the nucleotide and amino acid (AA) sequence levels for DPB1. We describe methods used to examine the global distribution of DPB1 alleles and their constituent AA sequences. These methods allow investigation of the influence of natural selection in shaping DPβ diversity in a hierarchical fashion for DPB1 alleles, all polymorphic DPB1 exon 2-encoded AA positions, as well as all pairs and trios of these AA positions. In addition, we describe how asymmetric linkage disequilibrium for all DPB1 exon 2-encoded AA pairs can be used to complement other methods. Application of these methods provides strong evidence for the operation of balancing selection on AA positions 56, 85-87, 36, 55 and 84 (listed in decreasing order of the strength of selection), but no evidence for balancing selection on DPB1 alleles.
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Affiliation(s)
- Steven J Mack
- Department of Pediatrics, University of California, San Francisco, Oakland, CA, United States.
| | - Richard M Single
- Department of Mathematics and Statistics, University of Vermont, Burlington, VT, United States
| | - Owen D Solberg
- Bioinformatics and Biostatistics, Monogram Biosciences, South San Francisco, CA, United States
| | - Glenys Thomson
- Department of Integrative Biology, University of California, Berkeley, CA, United States
| | - Henry A Erlich
- Center for Genetics, Children's Hospital & Research Center Oakland, Oakland, CA, United States
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2
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Santana MAP, Chaves DG, Souza FC, Rezende SM. HLA variants and inhibitor development in hemophilia A: results from the HEMFIL study group. Hematol Transfus Cell Ther 2024:S2531-1379(24)00324-9. [PMID: 39358091 DOI: 10.1016/j.htct.2024.05.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 05/20/2024] [Indexed: 10/04/2024] Open
Affiliation(s)
- Márcio Antônio Portugal Santana
- Fundação de Hematologia e Hemoterapia de Minas Gerais (Hemominas), Belo Horizonte, Minas Gerais, Brazil; Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Daniel Gonçalves Chaves
- Fundação de Hematologia e Hemoterapia de Minas Gerais (Hemominas), Belo Horizonte, Minas Gerais, Brazil
| | - Felipe Cb Souza
- Fundação de Hematologia e Hemoterapia de Minas Gerais (Hemominas), Belo Horizonte, Minas Gerais, Brazil
| | - Suely Meireles Rezende
- Department of Internal Medicine, Faculty of Medicine, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil.
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3
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Nguyen NH, Jarvi NL, Balu-Iyer SV. Immunogenicity of Therapeutic Biological Modalities - Lessons from Hemophilia A Therapies. J Pharm Sci 2023; 112:2347-2370. [PMID: 37220828 DOI: 10.1016/j.xphs.2023.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 05/17/2023] [Accepted: 05/17/2023] [Indexed: 05/25/2023]
Abstract
The introduction and development of biologics such as therapeutic proteins, gene-, and cell-based therapy have revolutionized the scope of treatment for many diseases. However, a significant portion of the patients develop unwanted immune reactions against these novel biological modalities, referred to as immunogenicity, and no longer benefit from the treatments. In the current review, using Hemophilia A (HA) therapy as an example, we will discuss the immunogenicity issue of multiple biological modalities. Currently, the number of therapeutic modalities that are approved or recently explored to treat HA, a hereditary bleeding disorder, is increasing rapidly. These include, but are not limited to, recombinant factor VIII proteins, PEGylated FVIII, FVIII Fc fusion protein, bispecific monoclonal antibodies, gene replacement therapy, gene editing therapy, and cell-based therapy. They offer the patients a broader range of more advanced and effective treatment options, yet immunogenicity remains the most critical complication in the management of this disorder. Recent advances in strategies to manage and mitigate immunogenicity will also be reviewed.
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Affiliation(s)
- Nhan H Nguyen
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA; Currently at Truvai Biosciences, Buffalo, NY, USA
| | - Nicole L Jarvi
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Sathy V Balu-Iyer
- Department of Pharmaceutical Sciences, School of Pharmacy and Pharmaceutical Sciences, University at Buffalo, Buffalo, NY, USA.
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4
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Lessard S, He C, Rajpal DK, Klinger K, Loh C, Harris T, Dumont J. Genome-Wide Association Study and Gene-Based Analysis of Participants With Hemophilia A and Inhibitors in the My Life, Our Future Research Repository. Front Med (Lausanne) 2022; 9:903838. [PMID: 35814780 PMCID: PMC9260508 DOI: 10.3389/fmed.2022.903838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 05/17/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction Up to 30% of individuals with hemophilia A develop inhibitors to replacement factor VIII (FVIII), rendering the treatment ineffective. The underlying mechanism of inhibitor development remains poorly understood. The My Life, Our Future Research Repository (MLOF RR) has gathered F8 and F9 mutational information, phenotypic data, and biological material from over 11,000 participants with hemophilia A (HA) and B as well as carriers enrolled across US hemophilia treatment centers, including over 5,000 whole-genome sequences. Identifying genes associated with inhibitors may contribute to our understanding of why certain patients develop those neutralizing antibodies. Aim and Methods Here, we performed a genome-wide association study and gene-based analyses to identify genes associated with inhibitors in participants with HA from the MLOF RR. Results We identify a genome-wide significant association within the human leukocyte antigen (HLA) locus in participants with HA with F8 intronic inversions. HLA typing revealed independent associations with the HLA alleles major histocompatibility complex, class II, DR beta 1 (HLA DRB1*15:01) and major histocompatibility complex, class II, DQ beta 1 (DQB1*03:03). Variant aggregation tests further identified low-frequency variants within GRID2IP (glutamate receptor, ionotropic, delta 2 [GRID2] interacting protein 1) significantly associated with inhibitors. Conclusion Overall, our study confirms the association of DRB1*15:01 with FVIII inhibitors and identifies a novel association of DQB1*03:03 in individuals with HA carrying intronic inversions of F8. In addition, our results implicate GRID2IP, encoding GRID2-interacting protein, with the development of inhibitors, and suggest an unrecognized role of this gene in autoimmunity.
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Affiliation(s)
- Samuel Lessard
- Sanofi S.A., Framingham, MA, United States
- *Correspondence: Samuel Lessard,
| | - Chunla He
- American Thrombosis and Hemostasis Network, Rochester, NY, United States
| | | | | | - Christine Loh
- Bioverativ, a Sanofi Company, Waltham, MA, United States
| | - Tim Harris
- Bioverativ, a Sanofi Company, Waltham, MA, United States
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Ethnicity-specific impact of HLA I/II genotypes on the risk of inhibitor development: data from Korean patients with severe hemophilia A. Ann Hematol 2018; 97:1695-1700. [PMID: 29766236 DOI: 10.1007/s00277-018-3358-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Accepted: 04/29/2018] [Indexed: 01/01/2023]
Abstract
Inhibitor development is the most serious complication in patients with hemophilia. We investigated association of HLA genotypes with inhibitor development in Korean patients with severe hemophilia A (HA). HLA genotyping was done in 100 patients with severe HA including 27 patients with inhibitors. The allele frequencies between inhibitor-positive and inhibitor-negative patients were compared. HLA class I alleles were not associated with the inhibitor status. In HLA class II, DRB1*15 [n = 100, odds ratio (OR) 0.217, P = 0.028] and DPB1*05:01 [OR 0.461, P = 0.026] were negatively associated with inhibitor development. In a subgroup of patients with intron 22 inversion, C*07:02 was positively associated with inhibitor development [n = 30, OR 5.500, P = 0.043]. In the subgroup of patients without intron 22 inversion, the negative association between DPB1*05:01 and inhibitor development was reinforced [n = 70, OR 0.327, P = 0.010], and positive association of DRB1*13:02 and DPB1*04:01 with inhibitor development was identified [OR 3.059, P = 0.037 for both]. Previously reported risk alleles were not consistently associated with inhibitor risk in our series. This study demonstrated the profile of HLA alleles associated with inhibitor risk in Korean patients with severe HA was different from that in patients of other ethnicities, which needs to be considered in risk assessment and management.
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6
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Immunogenicity of therapeutic protein products: current considerations for anti-drug antibody assay in Japan. Bioanalysis 2018; 10:95-105. [DOI: 10.4155/bio-2017-0186] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Immunogenicity assessment is an important issue for ensuring the safety and efficacy of therapeutic protein products. Although the reliability of the anti-drug antibody (ADA) assay is one of the key points, there are some difficulties in assessing its validity because the analytes are polyclonal antibodies with variable and unknown characteristics. To elucidate the points to consider for the ADA assay, a Japanese research group was established that discusses the issues raised on the immunogenicity assessment. In this review, we first introduce the current situation regarding the development and immunogenicity assessment of therapeutic protein products in Japan. We then present our current view and recommendations on the ADA assay by considering its unique features.
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Peyron I, Hartholt RB, Pedró-Cos L, van Alphen F, Brinke AT, Lardy N, Meijer AB, Voorberg J. Comparative profiling of HLA-DR and HLA-DQ associated factor VIII peptides presented by monocyte-derived dendritic cells. Haematologica 2017; 103:172-178. [PMID: 29025906 PMCID: PMC5777204 DOI: 10.3324/haematol.2017.175083] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Accepted: 10/04/2017] [Indexed: 11/09/2022] Open
Abstract
The development of anti-factor VIII antibodies is a major complication of the treatment of patients with hemophilia A. Generation of high affinity anti-factor VIII antibodies is dependent on help provided by CD4+ T cells that recognize factor VIII-derived peptides presented on class II major histocompatibility complex on the surface of antigen-presenting cells. In order to identify the immune-dominant epitopes that can be presented to CD4+ T cells, we previously developed a mass spectrometry-based method to identify factor VIII-derived peptides that are presented on human leukocyte antigen (HLA)-DR. In the present work, we compared the repertoire of FVIII-derived peptide presented on HLA-DR and HLA-DQ. Monocyte-derived dendritic cells from nine HLA-typed healthy donors were pulsed with recombinant factor VIII. HLA-DR and HLA-DQ molecules were purified using monoclonal antibodies. Our data show that HLA-DQ and HLA-DR present a similar repertoire of factor VIII-derived peptides. However, the number of peptides associated with HLA-DQ was lower than that with HLA-DR. We also identified a peptide, within the acidic a3 domains of factor VIII, which is presented with higher frequency on HLA-DQ. Interestingly, this peptide was found to have a higher predicted affinity for HLA-DQ than for HLA-DR. Taken together, our data suggest that HLA-DQ participates in the presentation of factor VIII peptides, thereby contributing to the development of inhibitory antibodies in a proportion of patients with severe hemophilia A.
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Affiliation(s)
- Ivan Peyron
- Department of Plasma Proteins, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, the Netherlands
| | - Robin B Hartholt
- Department of Plasma Proteins, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, the Netherlands
| | - Laura Pedró-Cos
- Department of Plasma Proteins, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, the Netherlands
| | - Floris van Alphen
- Department of Research Facilities, Sanquin Research Amsterdam, the Netherlands
| | - Anja Ten Brinke
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, the Netherlands
| | - Neubury Lardy
- Department of Immunogenetics, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, Amsterdam, the Netherlands
| | - Alexander B Meijer
- Department of Plasma Proteins, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, the Netherlands.,Department of Research Facilities, Sanquin Research Amsterdam, the Netherlands.,Pharmaceutics, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, the Netherlands
| | - Jan Voorberg
- Department of Plasma Proteins, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, the Netherlands .,Department of Vascular Medicine, Academic Medical Center, University of Amsterdam, the Netherlands
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AlFadhli S, Nizam R. Violating the theory of single gene-single disorder: inhibitor development in hemophilia. Indian J Hematol Blood Transfus 2015; 31:162-8. [PMID: 25825553 PMCID: PMC4375149 DOI: 10.1007/s12288-014-0473-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Accepted: 10/27/2014] [Indexed: 11/26/2022] Open
Abstract
Hemophilia is clinically and genetically heterogeneous blood disorder with several known gene defects accounting for the diversity of disease phenotype and inhibitor production. Although increasing number of causative mutations have been reported, not much is known regarding the root cause of inhibitor development against infused blood clotting factors, which represents a major challenge in the treatment of disease. The variations in the severity and frequency of bleeding in hemophiliacs with same molecular defect, indicates the role of modifier genes in the pathogenesis of disease. Herein, we aim to review and summarise the literature over the past decade, to gain insight into what is critical for the development of inhibitors in hemophilia. Aside from potential mutations in factor VIII and IX, polymorphisms in various genes such as human leukocyte antigen-I (HLA-I), HLA-II, tumor necrosis factor-alpha, interleukin-10 and cytotoxic T-lymphocyte associated antigen-4, also tends to contribute to the development of inhibitors. Violating the theory of single gene-single disorder, new research indicates that inhibitor arise from a complex interplay of multiple genetic, immunological and environmental factors. With the revolutionary advances in whole genome sequencing, we propose a detailed genome wide study to identify the spectrum of genetic markers involved in the development of inhibitors for better diagnostics and therapeutics.
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Affiliation(s)
- Suad AlFadhli
- Department of Medical Laboratory Sciences, Faculty of Allied Health Sciences, Kuwait University, 31470, Sulaibekhat, Kuwait
| | - Rasheeba Nizam
- Department of Medical Laboratory Sciences, Faculty of Allied Health Sciences, Kuwait University, 31470, Sulaibekhat, Kuwait
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Pinto P, Parasannanavar D, Ghosh K, Shetty S. The association of HLA-DRB1 and HLA-DQB1 alleles with the development of factor VIII inhibitors in severe haemophilia A patients in India. ACTA ACUST UNITED AC 2014; 84:235-7. [DOI: 10.1111/tan.12364] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2013] [Revised: 03/04/2014] [Accepted: 03/31/2014] [Indexed: 11/26/2022]
Affiliation(s)
- P. Pinto
- Department of Haemostasis & Thrombosis; National Institute of Immunohaematology (ICMR); Mumbai India
| | - D. Parasannanavar
- Department of Haemostasis & Thrombosis; National Institute of Immunohaematology (ICMR); Mumbai India
| | - K. Ghosh
- Department of Haemostasis & Thrombosis; National Institute of Immunohaematology (ICMR); Mumbai India
| | - S. Shetty
- Department of Haemostasis & Thrombosis; National Institute of Immunohaematology (ICMR); Mumbai India
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10
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Immunogenicity to biologics: mechanisms, prediction and reduction. Arch Immunol Ther Exp (Warsz) 2012; 60:331-44. [PMID: 22930363 DOI: 10.1007/s00005-012-0189-7] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2012] [Accepted: 05/11/2012] [Indexed: 01/06/2023]
Abstract
Currently, there is a significant rise in the development and clinical use of a unique class of pharmaceuticals termed as Biopharmaceuticals or Biologics, in the management of a range of disease conditions with, remarkable therapeutic benefits. However, there is an equally growing concern regarding development of adverse effects like immunogenicity in the form of anti-drug antibodies (ADA) production and hypersensitivity. Immunogenicity to biologics represents a significant hurdle in the continuing therapy of patients in a number of disease settings. Efforts focussed on the identification of factors that contribute towards the onset of immunogenic response to biologics have led to reductions in the incidence of immunogenicity. An in-depth understanding of the cellular and molecular mechanism underpinning immunogenic responses will likely improve the safety profile of biologics. This review addresses the mechanistic basis of ADA generation to biologics, with emphasis on the role of antigen processing and presentation in this process. The article also addresses the potential contribution of complement system in augmenting or modulating this response. Identifying specific factors that influences processing and presentation of biologic-derived antigens in different genotype and disease background may offer additional options for intervention in the immunogenic process and consequently, the management of immunogenicity to biologics.
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De Barros MF, Herrero JCM, Sell AM, De Melo FC, Braga MA, Pelissari CB, Machado J, De Souza Schiller S, De Souza Hirle L, Visentainer JEL. Influence of class I and II HLA alleles on inhibitor development in severe haemophilia A patients from the south of Brazil. Haemophilia 2011; 18:e236-40. [PMID: 21726358 DOI: 10.1111/j.1365-2516.2011.02604.x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Congenital haemophilia A is a chromosome-linked recessive disorder caused by the deficiency or reduction of factor VIII (FVIII) pro-coagulant activity. During treatment, some patients develop alloantibodies (FVIII inhibitors) that neutralize the action of exogenously administered FVIII. Currently, the presence of these inhibitors is the most serious adverse event found in replacement therapy. Some studies have suggested that genetic factors influence the development of the FVIII coagulation inhibitors. To identify the class I and II alleles that may be influencing the formation of inhibitors in severe haemophilic patients. Genotyping of the class I (HLA-A, -B and -C) and class II (HLA-DRB1, -DQA1 and -DQB1) alleles of 122 patients with severe haemophilia A, including 36 who had developed antibodies to factor VIII, was performed. After the comparison of the group without inhibitors and the group with inhibitors, HLA-C*16 [Odds ratio (OR) = 7.73; P = 0.0092] and HLA-DRB1*14 (OR = 4.52; P = 0.0174) were found to be positively associated with the formation of the inhibitors. These results confirm that HLA alleles are involved in inhibitor production and could be used as a tool for recognition of groups at high risk of possible inhibitor development in Southern Brazilian haemophilic patients.
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Affiliation(s)
- M F De Barros
- Departamento de Análises Clínicas, Universidade Estadual de Maringá, Maringá, PR, Brazil
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Balancing selection and heterogeneity across the classical human leukocyte antigen loci: a meta-analytic review of 497 population studies. Hum Immunol 2008; 69:443-64. [PMID: 18638659 DOI: 10.1016/j.humimm.2008.05.001] [Citation(s) in RCA: 262] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2008] [Revised: 05/03/2008] [Accepted: 05/07/2008] [Indexed: 12/21/2022]
Abstract
This paper presents a meta-analysis of high-resolution human leukocyte antigen (HLA) allele frequency data describing 497 population samples. Most of the datasets were compiled from studies published in eight journals from 1990 to 2007; additional datasets came from the International Histocompatibility Workshops and from the AlleleFrequencies.net database. In all, these data represent approximately 66,800 individuals from throughout the world, providing an opportunity to observe trends that may not have been evident at the time the data were originally analyzed, especially with regard to the relative importance of balancing selection among the HLA loci. Population genetic measures of allele frequency distributions were summarized across populations by locus and geographic region. A role for balancing selection maintaining much of HLA variation was confirmed. Further, the breadth of this meta-analysis allowed the ranking of the HLA loci, with DQA1 and HLA-C showing the strongest balancing selection and DPB1 being compatible with neutrality. Comparisons of the allelic spectra reported by studies since 1990 indicate that most of the HLA alleles identified since 2000 are very-low-frequency alleles. The literature-based allele-count data, as well as maps summarizing the geographic distributions for each allele, are available online.
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