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HLA-DR4

HLA-DR4 is a within the (HLA) class II system, specifically recognizing the gene products encoded by the HLA-DRB104 alleles, which form the beta chains of (MHC) class II molecules responsible for presenting peptide antigens to + T lymphocytes in the adaptive . These molecules are expressed on antigen-presenting cells such as dendritic cells, macrophages, and B cells, and their role in immune regulation makes HLA-DR4 a key player in distinguishing self from non-self antigens. The HLA-DR4 serogroup is one of the most polymorphic in the HLA-DR locus, with more than 300 alleles identified as of 2019, including prominent subtypes like DRB10401, *0404, *0405, and *0408. Many HLA-DR4 alleles share a conserved motif known as the shared epitope (SE), consisting of sequences such as QKRAA, QRRAA, or RRRAA at positions 70–74 in the DRB1 beta chain's third , which influences antigen-binding specificity and T-cell . This structural feature contributes to the serogroup's complexity and its variable implications in immune-mediated conditions. HLA-DR4 haplotypes exhibit distinct structural diversity in their and associated DS beta chains, leading to five distinct haplotypes that differ in their presentation capabilities. HLA-DR4 is strongly associated with susceptibility to autoimmune diseases, particularly rheumatoid arthritis (RA), where SE-positive alleles like DRB1*0401 ( ~6) and *0404 ( ~5) increase disease risk by facilitating the presentation of arthritogenic self-peptides, such as fragments, to autoreactive T cells. A dose effect is observed in RA, with individuals carrying two SE alleles showing higher severity compared to those with none, who often experience milder forms. In type 1 diabetes (T1D), HLA-DR4 subtypes defined by specific residues at beta chain positions 71, 74, and 86 form motifs that either confer risk, neutrality, or protection; for instance, certain configurations at β74 strongly correlate with increased T1D susceptibility in large cohort studies involving thousands of patients. These associations highlight HLA-DR4's role in modulating and its potential as a for disease prediction and therapeutic targeting.

Molecular and Serological Characteristics

Gene Locus and Structure

The HLA-DR4 is encoded by situated on the short arm of at locus 6p21.31, within the (MHC) class II region. This genomic region spans approximately 1000 kb and houses a cluster of highly polymorphic responsible for immune recognition. Specifically, HLA-DR4 expression arises from the HLA-DRA , which produces the invariant alpha chain, and the HLA-DRB1 , which encodes the highly polymorphic beta chain characterized by DRB1*04 alleles. The alpha chain is monomorphic, exhibiting minimal sequence variation across individuals, whereas the beta chain displays extensive polymorphism, particularly in the first encoding the peptide-binding domain. The mature HLA-DR4 protein forms a transmembrane heterodimer consisting of a alpha chain (molecular weight 34-35 kDa) and beta chain (29-32 kDa). Each chain features two extracellular —alpha1 (residues 1-90) and alpha2 (91-181) for the alpha chain, and beta1 (1-91) and beta2 (92-182) for the beta chain—followed by a transmembrane helix and a short cytoplasmic . The alpha1 and beta1 domains fold into an immunoglobulin-like structure, creating a peptide-binding groove with two parallel alpha-helices (one from each chain) that flank an antiparallel beta-sheet floor composed of eight strands. bonds within the alpha2 and beta2 domains stabilize the overall fold, while N-linked sites, such as Asn78 in the alpha1 domain and Asn19 in the beta1 domain, contribute to proper assembly, trafficking, and stability; certain DRB1*04 allelic variants may exhibit subtle differences in glycosylation occupancy or accessibility due to nearby polymorphisms. High-resolution crystal structures provide detailed insights into the HLA-DR4 architecture. For instance, the 2.05 Å structure of HLA-DRA01:01/HLA-DRB104:01 bound to a human collagen type II (PDB entry 7NZE, released 2022) illustrates the open-ended peptide-binding cleft accommodating 13-25 residue peptides, with anchor residues at positions P1, P4, P6, P7, and P9. Key beta-chain residues, including 67 (), 70 (), and 71 (/), line the groove and influence peptide anchoring and specificity, underscoring the structural basis for allelic diversity in .

Serological Typing

HLA-DR4 is defined as a of the (HLA) class II DR locus, identified by the reactivity of antisera specific to s encoded primarily by HLA-DRB1*04 alleles. These antisera bind to the β-chain of the heterodimer expressed on B lymphocytes and antigen-presenting cells, distinguishing DR4 from other DR serotypes such as and DR5 through unique recognition patterns. Serological typing of HLA-DR4 historically relied on complement-dependent cytotoxicity (CDC) assays, where patient lymphocytes are incubated with anti-DR4-specific alloantisera or monoclonal antibodies, followed by complement addition to induce cell lysis in positive reactions. Microlymphocytotoxicity variants of these assays, using purified B-cell populations, improved specificity for class II typing by reducing interference from class I antigens. Correlation with molecular typing shows strong concordance, as most common DRB1*04 alleles (e.g., *04:01 to 04:16) react positively with DR4 antisera, though rare variants like DRB104:17 to *04:60 lack defined serological reactivity due to limited testing data. HLA-DR4 antisera exhibit minimal cross-reactivity with (associated with DRB101 alleles) or DR5 (DRB111/*12), as these serotypes are defined by distinct β-chain motifs that alter binding affinity. However, subtle sharing can occur in heterozygous individuals, necessitating confirmatory testing to resolve ambiguities. The serological identification of HLA-DR4 emerged in the early 1980s through international workshops, with the 8th Workshop in 1980 standardizing DR antigen definitions using panel-reactive antisera from immunized donors. This built on earlier cellular typing efforts, but serological methods dominated until the 1990s, when (PCR)-based genotyping began replacing them for higher resolution. Despite its foundational role, serological typing offers lower resolution than molecular methods, often failing to distinguish between DRB1*04 subtypes and providing blanks or ambiguities in up to 25% of class II typings due to weak expression or limitations. It also incompletely covers rare alleles, which may not elicit detectable serological responses, limiting its utility in diverse populations or high-resolution matching scenarios.

Allelic Variants and Frequencies

The HLA-DR4 specificity is encoded by alleles of the HLA-DRB104 group, following the standardized IMGT/HLA , which assigns unique identifiers based on differences. The primary alleles range from DRB104:01 to DRB104:17, with DRB104:01 representing the most widespread variant across diverse populations and DRB1*04:05 showing elevated prevalence in East Asian groups. This facilitates precise identification of molecular variants, distinguishing them from serological definitions. Sequence polymorphisms within the DRB104 alleles are concentrated in exon 2, which codes for the alpha-helical and beta-sheet structures of the peptide-binding groove. These variations influence potential; for instance, DRB104:01 carries at beta chain position 71, while DRB104:04 has at this site, altering the groove's electrostatic properties. As of 2025, the IMGT/HLA database recognizes over 300 DRB104 subtypes, reflecting ongoing high-throughput sequencing efforts that have added numerous variants since 2020. Population-specific allele frequencies for DRB104 variants exhibit significant diversity, as documented in global databases. DRB104:01 typically ranges from 5-10% in European-descended populations, such as 13.5% in English cohorts and 12.5% in samples, but rises to approximately 30% in certain Native American groups like the of . In contrast, DRB104:02 occurs at 2-5% in Caucasians, based on registry data from diverse U.S. subpopulations. DRB104:05 is notably common in Asians, reaching 15.5% in populations from and , and around 9-14% in other East Asian groups like and Taiwanese.
AlleleExample PopulationApproximate Allele Frequency (%)Source
DRB1*04:01Europeans (e.g., )12.5allelefrequencies.net
DRB1*04:01 (e.g., )23.2allelefrequencies.net
DRB1*04:02Caucasians (U.S. registry)2-5PubMed
DRB1*04:0515.5allelefrequencies.net
Newly sequenced alleles, including rare variants like DRB1*04:17 through *04:400 and beyond, generally exhibit frequencies below 0.1% worldwide and lack defined serological reactivity due to their recent discovery and limited population sampling. These low-prevalence subtypes have been incorporated into the IMGT/HLA database primarily from post-2020 genomic studies in diverse cohorts.

Functional Role

Antigen Presentation Mechanism

HLA-DR4 molecules, as part of the family, follow the canonical biosynthetic pathway for . Newly synthesized HLA-DR4 αβ heterodimers assemble in the (), where they associate with the invariant chain () to form a nonameric complex (Ii₃:(αβ)₃), preventing premature binding of endogenous peptides and facilitating proper folding and trafficking. The Ii chain binds via its class II-associated invariant chain peptide (CLIP) region to the peptide-binding groove of HLA-DR4, acting as a placeholder. This complex is then transported from the through the Golgi apparatus to late endosomal/lysosomal compartments known as compartments (MIICs). In the acidic environment of endosomes (pH ~5-6), the Ii chain undergoes stepwise proteolytic degradation, primarily by cathepsin S, which cleaves Ii into smaller fragments, ultimately generating the CLIP peptide that remains bound to the HLA-DR4 groove. Cathepsin S activity is pH-dependent, with optimal function in mildly acidic endosomal conditions, ensuring efficient Ii processing across the endocytic pathway. , a editor , then catalyzes the removal of CLIP and facilitates the exchange for antigenic peptides derived from endocytosed proteins, which are degraded by lysosomal proteases into 13-25 amino acid fragments suitable for binding. This exchange is also pH-dependent, occurring optimally at endosomal acidity to promote stable peptide-MHC complexes. Specific to HLA-DR4, the open-ended peptide-binding groove accommodates extended peptides of 13-25 , with binding stabilized by hydrophobic anchor residues preferentially at positions P1, P4, P6, and P9 within the core. plays a crucial role in editing the repertoire for HLA-DR4 by promoting dissociation of low-affinity peptides and favoring high-stability complexes, thereby shaping the immunopeptidome presented on antigen-presenting cells. In certain contexts, such as HLA-DR4-restricted presentation of collagen-derived peptides, exerts negative regulation by inhibiting surface presentation in the recycling pathway, reducing T cell recognition even at low expression levels. Once loaded, HLA-DR4-peptide complexes traffic to the cell surface for CD4+ T cell recognition, with surface stability influenced by peptide affinity; high-affinity peptides confer a half-life of approximately 15-25 hours on monocyte-derived dendritic cells. Recycling of surface HLA-DR4 molecules back to endosomes allows for additional peptide exchange, particularly for immunodominant epitopes, maintaining presentation efficiency without . This recycling is mediated by cytoplasmic tail motifs and depends on endosomal for dynamic peptide editing.

Role in Immune Response

HLA-DR4 contributes to adaptive immunity by presenting peptide antigens derived from extracellular pathogens and self-proteins to + T cells via their T cell receptors (TCRs), initiating a cascade of immune signaling that amplifies the response to foreign threats while maintaining . This presentation stabilizes the interaction between antigen-presenting cells (APCs) and + T cells through HLA-DR4's binding to , enhancing TCR signaling and promoting T cell proliferation and differentiation. Upon recognition, HLA-DR4-restricted + T cells undergo activation, leading to the release of key cytokines such as interleukin-2 (IL-2) and interferon-gamma (IFN-γ), which drive clonal expansion and effector functions. HLA-DR4 plays a specific role in biasing differentiation toward Th1 and Th17 subsets; for instance, certain DR4 alleles promote Th1 effector memory + T cells that secrete IFN-γ, while others enhance Th17 polarization through IL-17 production, facilitating defense against intracellular pathogens and extracellular , respectively. HLA-DR4 also participates in to prevent excessive reactivity. In central tolerance, thymic APCs expressing HLA-DR4 present self-peptides to developing + T cells, inducing deletion of high-affinity autoreactive clones or their diversion into regulatory T cells (Tregs). Peripherally, HLA-DR4-mediated presentation can trigger anergy in low-affinity self-reactive T cells or expand + Tregs that suppress unwanted responses through modulation and cell-cell contact. Specific DR4 variants, such as DRB1*04:02, enhance these mechanisms by increasing thymic deletion and Treg numbers, thereby strengthening self-tolerance. Polymorphisms in HLA-DR4, particularly the shared epitope (SE) in alleles like DRB104:01 and DRB104:04, influence T cell selection and reactivity; the SE motif directly contacts the TCR during presentation, potentially favoring the escape of autoreactive T cells from checkpoints and promoting their activation. This structural feature alters -MHC-TCR interactions, leading to biased TCR repertoires that may heighten responsiveness to certain antigens. Full CD4+ T cell activation by HLA-DR4 requires co-stimulatory signals from APCs, where CD80 (B7-1) and CD86 (B7-2) bind CD28 on T cells, providing the second signal necessary to prevent anergy and sustain cytokine production. Without these interactions, HLA-DR4 presentation alone may induce tolerance rather than immunity. Activated HLA-DR4-restricted CD4+ T cells further support humoral immunity by providing help to B cells; they recognize antigens presented on B cell MHC class II (including DR4) and deliver CD40L and cytokines to promote B cell proliferation, class switching, and antibody production. Overall, HLA-DR4 is essential for coordinating pathogen-specific humoral and cellular responses, enabling effective clearance of through Th1/Th17-mediated and antibody-mediated neutralization. However, carriers of certain DR4 alleles exhibit hyper-responsiveness, characterized by amplified T cell activation and output, which can intensify immune vigilance but risks overactivation.

Disease Associations

HLA-DR4 is strongly associated with increased susceptibility to (RA), with the DR4 conferring an (OR) of approximately 3-4 for disease development. This risk is primarily driven by shared (SE)-bearing alleles such as HLA-DRB1*04:01 and 04:04, which encode a conserved sequence in the beta-chain that enhances presentation of citrullinated peptides, contributing to . A review of SE mechanisms highlights how these alleles promote T-cell responses to arthritogenic self-antigens in RA pathogenesis. Furthermore, the heterozygous genotype HLA-DRB101:01/04:01 is linked to higher RA mortality, particularly from ischemic heart disease, underscoring its role in disease severity. In Japanese populations, HLA-DRB104:05 shows a pronounced association with RA susceptibility and progression, reflecting allele-specific variations across ethnic groups. In (T1D), HLA-DRB104:01 in combination with the DQ8 (DQA103:01-DQB1*03:02) confers one of the highest genetic risks, with ORs ranging from 10 to 15, due to enhanced presentation of autoantigens like insulin and GAD65. This DR4-DQ8 combination accounts for a substantial portion of T1D , particularly in early-onset cases. Recent analyses of stratified genetic risk in DR4 carriers reveal heterogeneity in progression pathways, with distinct non-HLA loci influencing outcomes in DR4-positive individuals. Associations with other autoimmune diseases vary by allele and population. In systemic (SLE), HLA-DR4 acts as a in certain ethnic groups, such as Asians, with reduced allele frequencies and ORs below 1 observed in meta-analyses. For , HLA-DRB104:02 significantly elevates risk (OR 5-10), promoting production against desmoglein 3 through altered binding in the groove. Pemphigoid gestationis, a rare pregnancy-associated autoimmune bullous dermatosis, demonstrates a strong genetic link to HLA-DR4 alongside DR3. Molecular analyses indicate that antigens DR3 and DR4 are present in a of affected individuals, contributing to production against hemidesmosomal proteins like BP180. This underscores HLA-DR4's role in aberrant during gestation, though specific odds ratios vary across studies without consistent quantification exceeding 20-fold risk. In , HLA-DRB104:01 modestly increases susceptibility (OR ~1.5), potentially via presentation of myelin-derived peptides, though this effect is less dominant than HLA-DRB1*15:01. Mechanistically, HLA-DR4 alleles contribute to by facilitating enhanced presentation of autoantigens; for instance, in , SE-positive DR4 binds and presents collagen II peptides, as revealed by crystal structures showing key interactions in the peptide-binding cleft. This structural basis supports T-cell activation against tissues, linking genetic variation to pathological immune responses across these conditions.

Infectious and Oncologic Associations

HLA-DR4 exhibits associations with both susceptibility and protection in various infectious diseases, primarily through its influence on to CD4+ T cells. In infection, the HLA-DRB104:01 allele is enriched among carriers, particularly in populations of descent. A 2021 study in compared 69 healthcare staff to 49 patients with severe , finding DRB104:01 frequency at 16.7% in the group versus 5.1% in severe cases (p = 0.003, adjusted for age and sex), with ordinal confirming a protective effect (coefficient -0.326, p = 0.001). This suggests enhanced viral and T cell in DRB1*04:01 carriers, reducing progression to severe disease. Mechanistically, HLA-DR4's polymorphic peptide-binding groove can alter presentation of viral epitopes, influencing immune evasion or efficacy. Post-2020 research on reveals that DR4 variants may facilitate broader recognition of peptides, such as those from the , potentially mitigating immune escape by variants like through diversified T cell responses. However, this comes at the cost of heightened in some contexts, though no DR4-specific evasion patterns dominate recent data. In , HLA-DR4 confer variable risks for certain malignancies, often intersecting with . The DR8-DQ4 is implicated in elevated susceptibility to papillary , where it promotes dysregulated immune surveillance of follicular cells. A large identified DR8-DQ4 (related to DR4 networks) as an independent marker, but overlapping DR4 associations appear in variants, with DR4 detected in up to 86% of cases, suggesting impaired presentation. For gastric cancer, HLA-DR4 correlates with aggressive features, including increased metastasis in poorly differentiated subtypes. A serological study of advanced cases reported higher DR4 prevalence among those with nodal involvement ( approximately 2-3), linking it to deficient anti-tumor T cell responses against pylori-associated antigens. No seminal 2005 Hashimoto-led study confirms a direct DR4-gastric link, but earlier works highlight this pattern. Recent investigations (2022-2025) reveal no major breakthroughs in HLA-DR4-oncology ties, but stratification of (T1D) cohorts by DR4 highlights potential implications, as shared autoimmune pathways may elevate cancer surveillance needs in DR4 carriers without altering core risk metrics (as of 2025).

Associations by and

HLA-DR4 s, such as DRB104:01-DQA103:01-DQB1*03:02 (commonly denoted as DR4-DQ8), confer a substantially elevated risk for (T1D), with odds ratios exceeding 10 in heterozygous combinations with DR3 haplotypes. This 's influence extends beyond isolated alleles, as its cis configuration enhances of islet autoantigens, amplifying autoimmune destruction in T1D . Genotypic configurations of HLA-DR4 further refine disease risk and severity profiles. Homozygosity for DR4 alleles carrying the shared (SE), such as DRB1*04:01/04:01, is linked to increased RA severity, including accelerated joint erosion and higher concordance rates in monozygotic twins compared to heterozygous or non-SE genotypes. Compound heterozygotes like DRB104:01/*04:04 show elevated production of anti-cyclic citrullinated peptide (anti-CCP) antibodies, correlating with more aggressive RA phenotypes and poorer radiographic outcomes. These genotypic effects arise from codominant expression of molecules, where both alleles contribute equally to the immunopeptidome, as evidenced by twin studies demonstrating stronger genotype-phenotype correlations in concordant pairs for autoimmune traits. Pleiotropic effects of DR4 haplotypes underscore their broad impact across diseases, with some configurations increasing risk for multiple autoimmune conditions while others confer protection. A 2025 study in the American Journal of Human Genetics analyzed 1,750 HLA haplotypes across 647 diseases, revealing that DR4-linked variants exhibit trade-offs, such as heightened T1D and susceptibility alongside reduced odds for certain infections (as of 2025). Recent updates highlight genotypic heterogeneity within DR4 carriers for T1D; a 2025 medRxiv preprint stratified cases by DR3/DR4 status, identifying distinct progression pathways, including moderate genetic correlations (rg=0.6) between DR4-T1D and DR3-T1D subsets, with implications for personalized risk prediction (as of 2025).

Population and Evolutionary Aspects

Global Allele Distribution

HLA-DR4, encompassing the , exhibits marked variation in prevalence across global populations, reflecting historical migrations, , and potential selective pressures such as exposure. In Amerindian groups, DR4 frequencies are notably high, often reaching 50-70%, as observed in populations like the Argentine Kolla (42%) and (27%), with overall estimates for groups around 34-63% based on aggregated data. In contrast, frequencies are lower in sub-Saharan populations, typically under 10%, with specific examples including 4.4-4.7% among ethnic groups in northern such as the Kassem and Nankam. Among Europeans and those of descent, DR4 allele frequencies range from 20-30%, with representative values of 24% in southwestern United Kingdom populations and 20% in ethnic . In East Asian populations, the overall DR4 frequency is approximately 15-20%, dominated by the HLA-DRB1*04:05 subtype, which accounts for the majority of cases and reaches up to 28% in certain cohorts, though general estimates hover around 18-22% in groups like and South Koreans. South Asian populations show intermediate frequencies, around 15%, as seen in Tamil Nadu Dravidians at 25%. These patterns are compiled from the Allele Frequencies Net Database (AFND), which aggregates data from over 1,300 studies involving millions of individuals as of 2025.
Population GroupRepresentative Frequency (Allele, %)Example PopulationsSource
Amerindians34-63Argentine Kolla (42), (63.4 max)AFND; Arnaiz-Villena et al. (2007)
Europeans/Caucasians20-30 Southwest (24), Norwegians (20)AFND
East Asians15-20Japanese (22), South Koreans (20)AFND; Tsuchiya et al. (2023)
Sub-Saharan Africans<10Ghana Kassem/Nankam (4.5)AFND; Gyan et al. (2008)
Global Average~20Aggregated worldwideAFND
Serological typing for the shows a strong correlation with the presence of DRB1*04 alleles, with 90-98% concordance in genotyped populations, as DR4 reactivity primarily detects products from this allelic group. Data from IMGT/HLA and AFND indicate temporal stability in these distributions through 2025, with minor shifts attributable to recent and global migration rather than significant evolutionary changes post-2020. Factors such as in admixed populations (e.g., Mestizos at ~21% DR4) and historical selection pressures contribute to these geographic patterns, though no major disruptions have been documented in recent analyses.

Evolutionary Conservation

The HLA-DR4 alleles within the HLA-DRB1 locus trace their origins to early evolution, emerging through repeated gene duplications and recombinations that expanded the . Ancestral DRB lineages, including precursors to DR4, predate the divergence of monkeys and hominoids, with at least four DRB genes present in their common ancestor approximately 25-30 million years ago. Broader analyses of sequences indicate that DRB allelic divergences occurred between 42 and 66 million years ago, aligning with the radiation of early and reflecting a birth-and-death evolutionary process that generated diversity while maintaining core functional motifs. Trans-species polymorphism is evident, as DR4-equivalent alleles are shared across such as rhesus macaques, underscoring their ancient persistence beyond boundaries. Conservation of HLA-DR4 is evident in its high sequence similarity to other DRB1 alleles, particularly in the peptide-binding regions critical for , which show over 80% identity across human variants due to shared primate ancestry. Phylogenetic reconstructions place DRB1*04 among lineages that diversified in human populations. Evidence from methods, calibrated against divergence times, supports ages exceeding 30 million years for key DRB1 lineages, while studies from European samples (circa 8,000-4,000 years ago) reveal admixture-driven shifts in HLA pools, indicating continuity from prehistoric populations. Balancing selection has sustained HLA-DR4 polymorphism, primarily through that enhances resistance to diverse pathogens by broadening presentation. Pathogen-driven pressures, such as historical epidemics, likely elevated DR4 frequencies in exposed populations by favoring alleles effective against prevalent infectious agents like and viruses. In contrast, neutral predominates in isolated groups, leading to localized fixation or loss of specific DR4 variants without selective influence. Recent research as of 2025 highlights the persistence of ancient DR4-DQ8 haplotypes in modern risk profiles for autoimmune diseases, linking them to prehistoric selective legacies.

Genetic Linkage

Common Haplotypes

HLA-DR4 is most commonly found within the , which consists of the alleles DRB104:01, DQA103:01, and DQB103:02, often extended to include B44 and C05 in its full form (B44-C05-DRB104:01-DQA103:01-DQB103:02). This haplotype occurs at a frequency of approximately 5% in populations of ancestry. Another prominent DR4-containing haplotype is DR4-DQ7, characterized by DRB104:01, DQA103:01, and DQB1*03:01, though it is less frequent than DR4-DQ8 across global populations. The DRB4*01:01 allele, encoding the DR53 specificity, is strongly associated with HLA-DR4 haplotypes, present in nearly all cases due to its location on the same . In contrast, linkages of DR4 with DRB5 (DR51) or DRB3 (DR52) alleles are rare and typically arise from recombination events. In populations predisposed to , such as those of European descent, the frequency of the DQ8 haplotype (linked to DR4) ranges from 10% to 15%, contributing significantly to disease susceptibility. Among Asian populations, the DR4-DQ4 haplotype (DRB104 variants like 04:05 paired with DQA103 and DQB104) predominates, with elevated frequencies in East Asians, such as up to 20% in individuals for DRB10405-DQB10401. Extended haplotypes encompassing HLA-DR4 are defined through next-generation sequencing, which reveals their stability across generations due to strong linkage in the MHC region. Recent studies using full-length sequencing of multiple HLA loci have confirmed persistent haplotype blocks in diverse cohorts, including African and European groups, enhancing resolution of these inherited units.

Linkage Disequilibrium Patterns

Linkage disequilibrium (LD) in the major histocompatibility complex (MHC) refers to the non-random association of alleles at different loci due to limited recombination, resulting in high LD across the region, particularly between HLA-DR and HLA-DQ genes where r² values often exceed 0.8. For HLA-DR4, this manifests in extended haplotype blocks spanning approximately 1-2 Mb, encompassing the class II region and reflecting conserved ancestral segments. These blocks arise from suppressed recombination rates in the MHC, which average 0.46 cM/Mb compared to the genome-wide 1.2 cM/Mb. Characteristic patterns of LD for HLA-DR4 include strong associations between HLA-DRB104 alleles and HLA-DQB103:02, with recombination rates below 0.5 cM over the ~600 kb separating these loci, leading to near-complete linkage in many populations. In contrast, LD weakens toward class I genes (e.g., HLA-A and HLA-B), where recombination hotspots interrupt extended blocks, resulting in r² values dropping below 0.5 over distances of 2-3 Mb. This gradient of LD influences the inheritance of DR4 haplotypes, such as those commonly involving DRB104-DQB103:02, by preserving class II combinations while allowing more variability with class I alleles. Several factors contribute to these LD patterns, including ancestral recombination hotspots that have shaped MHC by limiting crossovers in key regions, thereby maintaining DR4 . Population-specific variations further modulate LD; for instance, Asian populations exhibit stronger DR-DQ LD for certain DR4 alleles due to historical bottlenecks and reduced diversity, with haplotype frequencies showing tighter associations compared to or African groups. blocks involving HLA-DR4 have been delineated using data from the , which reveals conserved segments through phased sequencing of diverse samples, enabling accurate imputation of untyped loci for applications. This LD structure facilitates high-resolution HLA typing via proxy SNPs, improving efficiency in disease association studies and transplant matching. Recent refinements in imputation models, based on large-scale datasets like the updates as of 2024, continue to enhance accuracy without revealing major new recombination insights for DR4 patterns. Exceptions to these patterns occur as rare recombinants in genetically diverse populations, where occasional crossovers within DR4 blocks generate novel haplotypes, though such events remain infrequent (<1% in most cohorts). No major updates to HLA-DR4 LD patterns have emerged from studies between 2022 and 2025, with recent research focusing instead on refined imputation models rather than new recombination insights.

References

  1. [1]
    Association of MHC and rheumatoid arthritis: HLA-DR4 and ... - NIH
    Inherited susceptibility to rheumatoid arthritis (RA) is associated with the DRB1 genes encoding the human leukocyte antigen (HLA)-DR4 and HLA-DR1 molecules.
  2. [2]
    The HLA-DR4 family of haplotypes consists of series of distinct DR ...
    Five distinct DR4 haplotypes were defined according to the observed structural diversity of the DR and DS beta chains.
  3. [3]
    HLA-DR4: The human antigen with subtypes that are strongly linked ...
    Jun 23, 2021 · Researchers have found three amino acid residues are responsible for the variable association of HLA-DR4 subtypes with type 1 diabetes.
  4. [4]
    The HLA Dictionary 2004: a summary of HLA‐A, ‐B, ‐C, ‐DRB1/3/4 ...
    Jan 21, 2005 · This report presents serological equivalents of HLA-A, -B, -C, -DRB1, -DRB3, -DRB4, -DRB5 and -DQB1 alleles. The dictionary is an update of ...Missing: 04 | Show results with:04
  5. [5]
    Complement‐Dependent Cytotoxicity (CDC) to Detect Anti‐HLA ...
    The criterion (gold) standard to detect anti‐human leukocyte antigen (HLA) antibodies is the complement‐dependent cytotoxicity (CDC) assay.Missing: DR4 | Show results with:DR4
  6. [6]
    Comparative study of two methods of HLA-DR typing: Serology and ...
    SEROLOGICAL HLA-DR typing, using microlymphocytotoxicity (LCT) can lead up to about 25% of ambiguities. To improve the quality of results, we undertook a ...
  7. [7]
    A new strategy for systematically classifying HLA alleles into ...
    Oct 22, 2024 · For the broad antigen DR1, different serological reactivity was observed between the antigens DR-0101 and DR103; SABs HLA-DRB1*01:01 versus HLA ...
  8. [8]
    1980 – Los Angeles
    The Eighth Histocompatibility workshop, organized by Paul Terasaki and held in Los Angeles in February of 1980, was comprised of 130 participating laboratories.
  9. [9]
    A walk through the development of human leukocyte antigen typing
    In this review, we explore the developmental history and future prospects of HLA typing technology, which promises to further benefit the field of ...Missing: DR4 | Show results with:DR4
  10. [10]
    A Comprehensive Guide to Molecular HLA Typing Technologies
    Unable to detect new alleles: For the new HLA alleles that have not yet been discovered, serological methods cannot identify them because of the lack of ...
  11. [11]
    IPD-IMGT/HLA Database
    The IPD-IMGT/HLA Database provides a specialist database for sequences of the human major histocompatibility complex (MHC) and includes the official sequences.Allele Query Tool · Sequence Alignment Tool · Download · StatisticsMissing: DRB1* 04 specificity
  12. [12]
    Current Understanding of an Emerging Role of HLA-DRB1 Gene in ...
    Allelic variations in HLA-DRB1 can result in HVR3 charge differences and can affect interactions with T cells.
  13. [13]
    Ten HLA-DR4 alleles defined by sequence polymorphisms within ...
    The DRB1 second exon sequence of DRB1*04.CB is identical to DRB1*0405 except at codon 86 where GTG encodes valine instead of GGT encoding glycine. DRB1*04.EC is ...
  14. [14]
    The KAG motif of HLA-DRB1 (β71, β74, β86) predicts ...
    Three amino acid residues of HLA-DRB1 (β71, β74, β86) were found to be predictive of T1D risk in the population-based study.
  15. [15]
    Statistics - HLA Nomenclature - Alleles.org
    Table showing the number of alleles, proteins and nulls in the IPD-IMGT/HLA Database named as of September 2025. Numbers of HLA Alleles. HLA class I alleles ...
  16. [16]
  17. [17]
    An HLA map of the world: A comparison of HLA frequencies in 200 ...
    For HLA-DRB1 (Figure 4), distinctive patterns include very high frequencies for DRB1*04, *08, *14, and, in some cases, *16 in NAM and SAM; high DRB1*15 ...
  18. [18]
    Relative HLA-DRB1*04 allele frequencies in five United ... - PubMed
    DRB1*0404 and DRB1*0407 were the two most commonly observed alleles in Hispanics, whereas DRB1*0405 and DRB1*04031 were most common in Asian/Pacific Islanders.Missing: Europeans | Show results with:Europeans
  19. [19]
  20. [20]
    Increased susceptibility to rheumatoid arthritis in Koreans ... - PubMed
    The DRB1*0405/*0901 heterozygote has the strongest association with RA, suggesting that this heterozygote enhances the susceptibility to RA in Koreans.
  21. [21]
    Structural insights into human MHC-II association with invariant chain
    Apr 30, 2024 · Our findings demonstrate that invariant chain not only interacts with MHC-II via class II-associated invariant chain peptide (CLIP) peptide but also engages in ...
  22. [22]
    HLA-DM and the MHC class II antigen presentation pathway - PubMed
    The MHC class II antigen processing pathway provides a mechanism to selectively present peptides generated in the endosomal compartments of antigen ...Missing: paper | Show results with:paper
  23. [23]
  24. [24]
    Cathepsin S Controls the Trafficking and Maturation of Mhc Class II ...
    We have dissected the role of cathepsin S (CatS) in the trafficking and maturation of class II molecules by combining the use of dendritic cells (DC) from CatS ...
  25. [25]
    Peptide Binding Specificity of HLA-DR4 Molecules
    To determine the pl anchor specificity, we used selectively randomized peptide libraries with relative anchor positions 4, 6, and 9 randomized and pl fixed to I ...
  26. [26]
    HLA‐DM negatively regulates HLA‐DR4‐restricted collagen ...
    Jun 25, 2008 · HLA‐DM negatively regulates HLA‐DR4‐restricted collagen pathogenic peptide presentation and T cell recognition - Amria - 2008 - European ...
  27. [27]
    Allele-Independent Turnover of Human Leukocyte Antigen (HLA ...
    Unstimulated MoDCs showed DR protein synthesis and turnover with half-lives of ≈ 15–25 hours (a representative example is shown in S2C Fig); in contrast, 24 ...
  28. [28]
    Antigen presentation mediated by recycling of surface HLA-DR ...
    Jun 15, 1995 · Invariant chain increases the half‐life of MHC II by delaying endosomal maturation. Ole J B Landsverk; Nicolas Barois; Oddmund Bakke. Immunology ...Missing: stability | Show results with:stability
  29. [29]
    HLA-DR polymorphism affects the interaction with CD4 - PMC - NIH
    Functional and adhesion assays have shown that CD4 interacts with MHC class II molecules, leading to enhanced responses of CD4+ T cells after the activation of ...
  30. [30]
    HLA-Class II Artificial Antigen Presenting Cells in CD4+ T Cell ...
    May 17, 2019 · CD4+ T cells also exert direct anti-tumor and anti-viral roles based on their cytolytic activity and effector cytokine secretion. Besides CD4+ ...Missing: DR4 | Show results with:DR4
  31. [31]
    The molecular basis underlying T cell specificity towards citrullinated ...
    Jul 23, 2024 · Furthermore, in HLA-DR4+ RA patients, there is an increase in T helper 1 (Th1) effector memory CD4+ T (Tem) cells specific for citrullinated ...
  32. [32]
    Cytokines pre-determined by genetic factors are involved in ... - NIH
    Thus both DR4 and DQ8 can clear infections by producing TH1/Th17 cytokines, but their presence increases the risk of developing RA. Using transgenic mice ...
  33. [33]
    Delineating the Role of the HLA-DR4 “Shared Epitope” in ...
    Our data suggest that the DRB1 shared epitope predisposes to develop arthritis by activation of the autoreactive T cells and protects from arthritis by deletion ...
  34. [34]
    The shared susceptibility epitope of HLA-DR4 binds citrullinated self ...
    Apr 2, 2021 · Individuals expressing HLA-DR4 bearing the shared susceptibility epitope (SE) have an increased risk of developing rheumatoid arthritis (RA).<|separator|>
  35. [35]
    HLA-DR4-associated T- and B-cell responses to specific ...
    Autoantibodies to IA-2 in Type 1 diabetes are associated with HLA-DR4, suggesting influences of HLA-DR4 restricted T-cells on IA-2-specific B-cell responses.
  36. [36]
    Rheumatoid factor, HLA-DR4, and allelic variants of DRB1 in ...
    DR4 was found to be strongly associated with seropositivity (odds ratio 4.1, P < 0.0001). Patients with a shorter interval from RA onset to RF testing had a ...
  37. [37]
    HLA class II and rheumatoid arthritis: the bumpy road of revelation
    Jul 11, 2017 · The predisposing HLA-DR alleles have been depicted as the 'HLA Shared Epitope ... T cells are auto-reactive in nature. Despite these ...Hla Class Ii And Rheumatoid... · Shared Epitope Alleles And... · Hla-Dr13 And Ra<|separator|>
  38. [38]
    Association of HLA-DRB1 genotype with younger age onset and ...
    The genotype frequency of DRB1 ∗04:05/DRB1 ∗04:06 (P = . 0204, OR 7.69, 95%CI 1.39–42.72), DRB1 ∗04:05/DRB1 ∗12:01 (P = . 0050, OR 5.53, 95%CI 1.71–17.88), and ...3 Results · 3.2 Hla-Drb1 Allele Carrier... · 3.3 Hla-Drb1 Genotype...
  39. [39]
    Genetics of the HLA Region in the Prediction of Type 1 Diabetes
    The major genetic determinants of this disease are polymorphisms of class II HLA genes encoding DQ and DR. The DR-DQ haplotypes conferring the highest risk are ...
  40. [40]
    Genetics of Type 1 Diabetes - NCBI - NIH
    Dec 20, 2023 · Variation in the genes encoding the HLA-DR and HLA-DQ molecules is associated with risk of type 1 diabetes with odds ratios in excess of 10 for ...Genetics Of Type 1 Diabetes · Type 1 Diabetes Risk Loci In... · Epigenetics Of Type 1...
  41. [41]
    Genetic association of T1D stratified by HLA DR3 and DR4 status ...
    Aug 15, 2025 · Genetic association of T1D stratified by HLA DR3 and DR4 status reveals heterogeneity in pathways of progression to T1D | medRxiv.Missing: carriers | Show results with:carriers
  42. [42]
    Value of HLA-DR genotype in systemic lupus erythematosus and ...
    The HLA-DR4, DR11, DR14 alleles might be protective factors for SLE and HLA-DR3, DR9, DR15 were potent risk factors. In addition, HLA-DR4 and DR11 alleles ...
  43. [43]
    Association between HLA-DRB1 polymorphisms and pemphigus ...
    Eighteen selected studies were used in meta-analyses to evaluate DRB1 alleles and phenotypes by calculating the respective odds ratios (ORs) and 95% confidence ...
  44. [44]
    HLA-class II genes association with multiple sclerosis
    Our findings showed a significant association between MS patients and HLA-DRB1 * 03:01 and HLA-DRB1 * 04:01 alleles in comparison to the control healthy group, ...
  45. [45]
    7NZE: Crystal structure of HLA-DR4 in complex with a ... - RCSB PDB
    Jun 8, 2022 · This study characterises the autoantigen-presenting function of DRB1*04:01 (HLA-DRA*01:01/HLA-DRB1*04:01) at a molecular level for prototypic T-cell ...
  46. [46]
    The influence of HLA genotype on the severity of COVID‐19 infection
    ### Summary of Findings on HLA-DR4 and DRB1*04 Alleles in Relation to COVID-19
  47. [47]
    Gestational pemphigoid - Orphanet Journal of Rare Diseases
    Sep 2, 2014 · The presence of MHC II-class HLA-antigens DR3 and DR4 ... Holmes RC, Black MM: The fetal prognosis in pemphigoid gestationis (herpes gestationis).Missing: odds | Show results with:odds
  48. [48]
    Pemphigoid Gestationis: Background, Pathophysiology, Epidemiology
    Jul 14, 2025 · Pemphigoid gestationis has a strong association ... High frequency of histocompatibility antigens HLA-DR3 and DR4 in herpes gestations.Missing: ratio | Show results with:ratio
  49. [49]
    HLA variation and antigen presentation in COVID-19 and SARS ...
    Mar 25, 2022 · This study identified a strong association of HLA-C*04:01 with severe outcome of COVID-19, showing that individuals carrying this allele had ...Missing: DR4* | Show results with:DR4*
  50. [50]
    The role of HLA genetic variants in COVID‐19 susceptibility, severity ...
    Jan 22, 2024 · The HLA‐DRB1*04:01 was found a significantly correlation in both of asymptomatic European patients and Iranian patients with milder disease.Missing: DR4* | Show results with:DR4*
  51. [51]
    Association of HLA DQ4-DR8 haplotype with papillary thyroid ...
    We have typed the largest series of patients with thyroid carcinomas reported to date, and found that DR8 and DQ4 are independent susceptibility markers for ...Missing: risk | Show results with:risk
  52. [52]
    Both class I and class II HLA antigens are thyroid cancer ...
    Dec 11, 2008 · DR4 has also been found in 86% (n = 6) of Hürthle cell carcinoma. No association has been found between HLA and disease activity.
  53. [53]
    HLA-DR4 antigen and lymph node metastases in poorly ... - PubMed
    Conclusions: The data suggest an association between the presence of HLA-DR4 and an increased risk of lymph node metastasis, especially in poorly differentiated ...Missing: Hashimoto 2005
  54. [54]
    Synovial Epstein-Barr virus infection increases the risk of ... - PubMed
    Synovial Epstein-Barr virus infection increases the risk of rheumatoid arthritis in individuals with the shared HLA-DR4 epitope ... Burkitt Lymphoma / ...
  55. [55]
    Risk of lymphoma in patients exposed to antitumour necrosis factor ...
    The aim of this study was to compare the risk of lymphoma in subjects with RA treated with TNFi with those treated with non-biological therapy.
  56. [56]
    Multi-trait analysis characterizes the genetics of thyroid function and ...
    Jan 30, 2024 · We report a genome-wide association study meta-analysis of thyroid function in up to 271,040 individuals of European ancestry, including ...<|control11|><|separator|>
  57. [57]
    HLA-Disease Associations in Rheumatoid Arthritis - PMC - NIH
    RA association with HLA has been known since 1969, and the associations with specific DR4 allotypes were identified in the late 1970s. The term 'shared epitope' ...
  58. [58]
    Fifty years of HLA-associated type 1 diabetes risk - Frontiers
    With the introduction of polymerase chain reaction (PCR) in the 1980s, DNA-based HLA genotyping methods were developed, first using differential amplification- ...<|separator|>
  59. [59]
    Study of association between HLA-DR4 and DR53 and ... - PubMed
    The present study explored the association between human leukocyte antigen (HLA)-DR4, DR53, and auto antibodies in rheumatoid arthritis (RA) and its ...Missing: protection | Show results with:protection
  60. [60]
    Original papers - Oxford Academic
    'Homozygosity' for the HLA-DR shared epitope contributes the highest risk for rheumatoid arthritis concordance in identical twins. Arthritis Rheum 1994; 37:681- ...
  61. [61]
    HLA-DRB1*0404 is strongly associated with high titers of anti-cyclic ...
    Moreover, HLA-DRB1*0404 patients had higher titers of anti CCP than patients with other RA associated HLA-DR alleles.Missing: *04:01 compound heterozygote
  62. [62]
    HLA-DR typing in identical twins with insulin-dependent diabetes
    A total of 106 pairs of identical twins, of whom 56 were concordant and 50 discordant for insulin-dependent diabetes, were typed for HLA-DR.Missing: correlations studies
  63. [63]
    Haplotype analysis reveals pleiotropic disease associations in the ...
    We found that some haplotypes show both risk-increasing and protective associations across different diseases, while others consistently increase risk across ...
  64. [64]
    HLA-DR4 allele frequencies on Indian and Mestizo population from ...
    DRB1∗0407 was the most frequent allele (gf = 0.106 in Mexican Mestizos, gf = 0.281 in Mazatecans, and gf = 0.189 in Nahuas). In spite of the restriction in ...Missing: global | Show results with:global
  65. [65]
  66. [66]
    The spectrum of association in HLA region with rheumatoid arthritis ...
    Jan 30, 2021 · ... HLA-DRB1*04:05 allele is common in the Asian population [3, 6, 7, 9, 12,13,14,15]. It is also evident that the overall frequency of HLA-DRB1 ...
  67. [67]
    Carriers of HLA-DRB1*04:05 have a better clinical response to ...
    Sep 14, 2023 · The allele frequency of the HLA-DRB1*04:05 in Japanese patients with ACPA-positive RA is reported to be about 28%. Since each individual carries ...
  68. [68]
    HLA-DRB1 allele frequencies in worldwide populations
    The highest frequencies of the DRB1 ⁎ 04 allele group are observed in Amerindian populations, where it reaches a frequency of 63.4% in the Brazilian Amazon ( ...
  69. [69]
    A comparison of HLA frequencies in 200 worldwide populations ...
    Analysis of HLA allele group frequencies patterns revealed a progressive reduction of the diversity proportional to the distance from the African continent.
  70. [70]
    Evolution of HLA-DRB Genes - PMC - NIH
    HLA-DRB genes show different degrees of allelic variation, of which DRB1 is the most polymorphic. HLA-DRB6 is an example of a highly variable pseudogene, ...
  71. [71]
    The Primate Major Histocompatibility Complex: A Case Study ... - NIH
    Sep 18, 2024 · One large gene family that has experienced rapid evolution lies within the Major Histocompatibility Complex (MHC), whose proteins serve critical ...
  72. [72]
    Comparative genetics of the major histocompatibility complex in ...
    May 2, 2020 · Rhesus macaques possess evolutionary equivalents of the HLA-DQA1*01, *05, HLA-DQB1*06, HLA-DRB1*03, *04, *07, *10 and HLA-DRB4*01 lineages ( ...
  73. [73]
    DRB1*04:01:01:01 - IPD-IMGT/HLA Database
    Jul 14, 2025 · DRB1*04:01:01:01, also known as DRB1*04011, Dw4, MJ8.2, is a DR4 allele with aliases, and is assigned to the DRB1*04:01:01G and DRB1*04:01P ...Missing: specificity | Show results with:specificity
  74. [74]
    An original Eurasian haplotype, HLA-DRB1*14:54-DQB1*05:03 ...
    The HLA-DRB1 allele has been found at frequencies ranging from 0.0078 to 0.0330 in Irish [45] and Italians [46]. However, HLA-DRB1*14:54 could also reflect ...Missing: DR4 similarity
  75. [75]
    Nonsynonymous Substitution Rate Heterogeneity in the Peptide ...
    Estimation of the divergence time of HLA-DRB1 alleles and amino acid substitution rates in the PBR. We calculated the divergence time of allelic pairs on the ...
  76. [76]
    Admixture as a source for HLA variation in Neolithic European ...
    We observe significant shifts in HLA allele frequencies from early farmers to late farmers, likely due to admixture with western hunter-gatherers.Missing: clock DR4
  77. [77]
    How pathogens drive genetic diversity: MHC, mechanisms and ...
    First, heterozygote advantage can occur through both dominant and overdominant selection. If pathogen resistance is dominant, the heterozygous genotype exhibits ...Missing: DR4 | Show results with:DR4
  78. [78]
    Pathogen-Driven Selection in the Human Genome - PubMed Central
    Infectious diseases and epidemics have always accompanied and characterized human history, representing one of the main causes of death.Missing: DR4 neutral drift isolated
  79. [79]
    Unraveling the Effects of Selection and Demography on Immune ...
    This study highlights the complexity in which selection affects immune gene diversity and warrants the need for further research on the ecological mechanisms ...
  80. [80]
    DQ8 genotypes, a clue to the history of celiac disease - ScienceDirect
    Frequencies of HLA DQ2 and DQ8 ranged between 0 and 28% (mean = 14) and between 1 and 9% (mean = 4), respectively (Supplemental Figures S4 and S5). 3.5. CD ...
  81. [81]
    HLA‐DR‐DQ haplotypes and specificity of the initial autoantibody in ...
    Jul 1, 2020 · In DR4-DQ8 positive genotypes with the DRB1*04:01 allele IAA was more often the first autoantibody than in DRB1*04:04 positive genotypes.
  82. [82]
    HLA DRB4 Antigen - an overview | ScienceDirect Topics
    The MHC is encoded on chromosome 6p21 and is organized into three major regions: class I, class III and class II. The figure shows the location of each of the ...
  83. [83]
    HLA DR-DQ Haplotypes and Genotypes and Type 1 Diabetes Risk
    The frequency of DR3/4s in all European ancestry patients (n = 1,220) is 38.1%; virtually all (99.4%) of these patients carry a DQB1*0302 allele on the DR4 ...
  84. [84]
    Asian-Specific HLA Haplotypes Reveal Heterogeneity of the ...
    Feb 1, 2002 · Asian-Specific HLA Haplotypes Reveal Heterogeneity of the Contribution of HLA-DR and -DQ Haplotypes to Susceptibility to Type 1 Diabetes.Missing: DQ4 | Show results with:DQ4
  85. [85]
    Haplotype-resolved assemblies of the MHC region in five widely ...
    Mar 18, 2025 · Here, we present high-quality, haplotype-resolved assemblies of the MHC region in five widely used tumor cell lines: A549, HeLa, HepG2, K562, ...
  86. [86]
    Linkage disequilibrium between HLA class II (DR, DQ, DP ... - PubMed
    In order to determine the various linkage disequilibria existing between these genes and HLA class II genes, we have analyzed TAP1, TAP2, LMP2, DMA, DMB, DRB1, ...Missing: r2 | Show results with:r2
  87. [87]
    Recombination and mutation shape variations in the major ...
    Majority of the recombination hotspots identified in the Han Chinese were located within 50 kb of genes (Fig. S2), including seven within the transcriptional ...Missing: DR4 | Show results with:DR4
  88. [88]
    Characterization of recombination in the HLA class II region - PubMed
    The strong associations between genes within the 85-kb region from DQB1 to DRB1 are consistent with low frequency of recombination in this segment of DNA.Missing: cM | Show results with:cM
  89. [89]
    Haplotype-specific linkage disequilibrium patterns define the genetic ...
    We describe haplotype-specific LD patterns across the human MHC by the construction of gene-specific allelic haplotypes at 25 loci between HLA-A and Tapasin.
  90. [90]
    A High-Resolution Linkage-Disequilibrium Map of the Human Major ...
    A high-resolution linkage-disequilibrium map of the human major histocompatibility complex and first generation of tag single-nucleotide polymorphisms.
  91. [91]
    (PDF) HLA Diversity in the 1000 Genomes Dataset - ResearchGate
    The 1000 Genomes Project aims to provide a deep characterization of human genome sequence variation by sequencing at a level that should allow the ...
  92. [92]
    HLA-DR4 allele and haplotype diversity in a hematopoietic cell ...
    A novel HLA-DR4 haplotype generated by a rare recombination event between DRB1 and DQA1 loci. February 1992 ; Characterization and Haplotype analysis of 11 Y-STR ...
  93. [93]
    Integration of HLA-DR linkage disequilibrium to MHC class II ...
    May 24, 2023 · We have developed a method called HLAAssoc-1.0, for inferring secondary HLA-DRB3/4/5 alleles from HLA-DRB1 information based on haplotype frequency data.