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1.
Circ Cardiovasc Genet ; 10(1)2017 Feb.
Article in English | MEDLINE | ID: mdl-28087566

ABSTRACT

BACKGROUND: With the advent of high throughput sequencing, the identification of genetic causes of cardiovascular disease (CVD) has become an integral part of medical diagnosis and management and at the forefront of personalized medicine in this field. The use of whole exome sequencing for clinical diagnosis, risk stratification, and management of inherited CVD has not been previously evaluated. METHODS AND RESULTS: We analyzed the results of whole exome sequencing in first 200 adult patients with inherited CVD, who underwent genetic testing at the Yale Program for Cardiovascular Genetics. Genetic diagnosis was reached and reported with a success rate of 26.5% (53 of 200 patients). This compares to 18% (36 of 200) that would have been diagnosed using commercially available genetic panels (P=0.04). Whole exome sequencing was particularly useful for clinical diagnosis in patients with aborted sudden cardiac death, in whom the primary insult for the presence of both depressed cardiac function and prolonged QT had remained unknown. The analysis of the remaining cases using genome annotation and disease segregation led to the discovery of novel candidate genes in another 14% of the cases. CONCLUSIONS: Whole exome sequencing is an exceptionally valuable screening tool for its capability to establish the clinical diagnosis of inherited CVDs, particularly for poorly defined cases of sudden cardiac death. By presenting novel candidate genes and their potential disease associations, we also provide evidence for the use of this genetic tool for the identification of novel CVD genes. Creation and sharing of exome databases across centers of care should facilitate the discovery of unknown CVD genes.


Subject(s)
Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/genetics , Exome , Genetic Variation , High-Throughput Nucleotide Sequencing , Adult , Cardiovascular Diseases/mortality , Cardiovascular Diseases/therapy , Databases, Genetic , Death, Sudden, Cardiac/etiology , Female , Genetic Association Studies , Genetic Predisposition to Disease , Heredity , Humans , Male , Middle Aged , Pedigree , Phenotype , Predictive Value of Tests , Prognosis , Risk Factors
2.
Med Image Anal ; 35: 599-609, 2017 01.
Article in English | MEDLINE | ID: mdl-27718462

ABSTRACT

Transesophageal echocardiography (TEE) is routinely used to provide important qualitative and quantitative information regarding mitral regurgitation. Contemporary planning of surgical mitral valve repair, however, still relies heavily upon subjective predictions based on experience and intuition. While patient-specific mitral valve modeling holds promise, its effectiveness is limited by assumptions that must be made about constitutive material properties. In this paper, we propose and develop a semi-automated framework that combines machine learning image analysis with geometrical and biomechanical models to build a patient-specific mitral valve representation that incorporates image-derived material properties. We use our computational framework, along with 3D TEE images of the open and closed mitral valve, to estimate values for chordae rest lengths and leaflet material properties. These parameters are initialized using generic values and optimized to match the visualized deformation of mitral valve geometry between the open and closed states. Optimization is achieved by minimizing the summed Euclidean distances between the estimated and image-derived closed mitral valve geometry. The spatially varying material parameters of the mitral leaflets are estimated using an extended Kalman filter to take advantage of the temporal information available from TEE. This semi-automated and patient-specific modeling framework was tested on 15 TEE image acquisitions from 14 patients. Simulated mitral valve closures yielded average errors (measured by point-to-point Euclidean distances) of 1.86 ± 1.24 mm. The estimated material parameters suggest that the anterior leaflet is stiffer than the posterior leaflet and that these properties vary between individuals, consistent with experimental observations described in the literature.


Subject(s)
Echocardiography, Three-Dimensional , Echocardiography, Transesophageal , Mitral Valve Insufficiency/diagnostic imaging , Mitral Valve Insufficiency/surgery , Mitral Valve/diagnostic imaging , Mitral Valve/surgery , Patient-Specific Modeling , Algorithms , Automation , Finite Element Analysis , Humans , Sensitivity and Specificity
4.
Am J Hum Genet ; 98(6): 1082-1091, 2016 06 02.
Article in English | MEDLINE | ID: mdl-27181681

ABSTRACT

Nonsyndromic patent ductus arteriosus (PDA) is a common congenital heart defect (CHD) with both inherited and acquired causes, but the disease mechanisms have remained elusive. Using combined genome-wide linkage analysis and whole-exome sequencing (WES), we identified independent mutations in PRDM6, which encodes a nuclear protein that is specific to vascular smooth muscle cells (VSMC), has histone methyl transferase activities, and acts as a transcriptional suppressor of contractile proteins. In vitro assays showed that the mutations cause loss of function either by intracellular redistribution of the protein and/or by alteration of its methyltransferase activities. Wild-type embryonic ductus arteriosus (DA) exhibited high levels of PRDM6, which rapidly declined postnatally as the number of VSMCs necessary for ductus contraction increased. This dynamic change suggests that PRDM6 plays a key role in maintaining VSMCs in an undifferentiated stage in order to promote their proliferation and that its loss of activity results in premature differentiation and impaired remodeling of the DA. Our findings identify PRDM6 mutations as underlying genetic causes of nonsyndromic isolated PDA in humans and implicates the wild-type protein in epigenetic regulation of ductus remodeling.


Subject(s)
Ductus Arteriosus, Patent/genetics , Muscle Proteins/genetics , Muscle, Smooth, Vascular/metabolism , Mutation/genetics , Transcription Factors/genetics , Cell Differentiation , Cells, Cultured , Epigenesis, Genetic , Female , Fluorescent Antibody Technique , Histones , Humans , Immunoblotting , Male , Muscle, Smooth, Vascular/cytology , Pedigree
5.
J Cardiovasc Thorac Res ; 6(3): 163-8, 2014.
Article in English | MEDLINE | ID: mdl-25320663

ABSTRACT

INTRODUCTION: Pulmonary valve replacement (PVR) is being performed more commonly late after the correction of tetralogy of Fallot. Most valves are replaced with an allograft or xenograft, although reoperations are a common theme. Mechanical prostheses have a less favorable reputation due to the necessity of lifelong anticoagulation therapy and higher risk of thrombosis, but they are also less likely to require reoperation. There is a paucity of data on the use of prosthetic valves in the pulmonary position. We report the midterm outcomes of 38 cases of PVR with mechanical prostheses. METHODS: One hundred twenty two patients who underwent PVR were studied. Thirty-eight patients, mean age 25 ± 8.4 years underwent PVR with mechanical prostheses based on the right ventricular function and the preferences of the patients and physicians. Median age of prosthesis was 1 year (range 3 months to 5 years). RESULTS: Seven (18%) patients had malfunctioning pulmonary prostheses and two patients underwent redo PVR. Mean International Normalized Ratio (INR) in these seven patients was 2.1±0.8. Fibrinolytic therapy was tried and five of them responded to it well. There was no significant association between the severity of right ventricular dysfunction, patient's age, prostheses valve size and age of the prosthesis in the patients with prosthesis malfunction. CONCLUSION: PVR with mechanical prostheses can be performed with promising midterm outcomes. Thrombosis on mechanical pulmonary valve prostheses remains a serious complication, but most prosthesis malfunction respond to fibrinolytic therapy, underscoring the need for adequate anticoagulation therapy.

6.
J Card Surg ; 29(3): 377-81, 2014 May.
Article in English | MEDLINE | ID: mdl-24707982

ABSTRACT

A 30-year-old male underwent a corrective posterior instrumented spinal fusion for scoliosis. Six years later, he was found to have an aortic dissection after aortic penetration of a spinal pedicle screw. We review the literature, including diagnostic modalities, and treatment decision-making for this unusual complication.


Subject(s)
Aortic Aneurysm/etiology , Aortic Aneurysm/surgery , Aortic Dissection/etiology , Aortic Dissection/surgery , Bone Screws/adverse effects , Scoliosis/surgery , Spinal Fusion/instrumentation , Adult , Aortic Dissection/diagnosis , Aorta, Thoracic/surgery , Aortic Aneurysm/diagnosis , Blood Vessel Prosthesis Implantation/methods , Diagnostic Imaging , Humans , Male , Marfan Syndrome/complications , Scoliosis/complications , Treatment Outcome
7.
J Infect Dis ; 209(5): 764-8, 2014 Mar 01.
Article in English | MEDLINE | ID: mdl-24158957

ABSTRACT

Macrophage migration inhibitory factor (MIF) is an immune mediator encoded in a functionally polymorphic locus. We found the genotype conferring low expression of MIF to be enriched in a cohort of 180 patients with gram-negative bacteremia, compared with 229 healthy controls (odds ratio [OR], 2.4; P = .04), an association that was more pronounced in older adults (OR, 4.6; P = .01). Among older subjects, those with low expression of MIF demonstrated 20% reduced MIF production from lipopolysaccharide-stimulated peripheral blood monocytes and 30% lower monocyte surface Toll-like receptor 4, compared with those with high expression. Our work suggests that older adults with low expression of MIF may be predisposed to hyporesponsiveness to lipopolysaccharide and gram-negative bacterial infection.


Subject(s)
Bacteremia/genetics , Gram-Negative Bacterial Infections/genetics , Intramolecular Oxidoreductases/genetics , Macrophage Migration-Inhibitory Factors/genetics , Macrophages/metabolism , Polymorphism, Genetic/genetics , Bacteremia/metabolism , Female , Genotype , Gram-Negative Bacteria/metabolism , Gram-Negative Bacterial Infections/metabolism , Gram-Negative Bacterial Infections/microbiology , Humans , Intramolecular Oxidoreductases/metabolism , Macrophage Migration-Inhibitory Factors/metabolism , Macrophages/microbiology , Male , Middle Aged , Toll-Like Receptor 4/genetics , Toll-Like Receptor 4/metabolism
8.
ASAIO J ; 60(1): 134-6, 2014.
Article in English | MEDLINE | ID: mdl-24335386

ABSTRACT

Left ventricular assist devices (LVADs) fill a critical need by providing circulatory support to patients with end-stage heart failure who are either ineligible for heart transplant or too ill to stably wait for an eventual donor organ. Furthermore, they are critical to the arsenal of the heart failure cardiologist, given the supply/demand mismatch for donor organs. Unfortunately, these devices present their own complications. Despite antiplatelet agents and systemic anticoagulation, a number of patients present with pump thrombosis, a life-threatening event requiring either pump exchange or treatment with systemic thrombolytics. In an effort to avoid these morbid therapies, glycogen IIb/IIIa inhibitors, which have both antiplatelet and thrombolytic properties, have been proposed to treat pump thrombosis. We report here the largest case series using these agents and document a previously unreported high failure rate with this therapy.


Subject(s)
Heart-Assist Devices/adverse effects , Peptides/therapeutic use , Platelet Aggregation Inhibitors/therapeutic use , Thrombosis/drug therapy , Thrombosis/etiology , Adult , Eptifibatide , Humans , Male , Middle Aged , Platelet Glycoprotein GPIIb-IIIa Complex/antagonists & inhibitors , Treatment Outcome , Young Adult
9.
Hum Mutat ; 34(9): 1221-5, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23703864

ABSTRACT

A rare mutation in LRP6 has been shown to underlie autosomal dominant coronary artery disease (CAD) and metabolic syndrome in an Iranian kindred. The prevalence and spectrum of LRP6 mutations in the disease population of the United States is not known. Two hundred white Americans with early onset familial CAD and metabolic syndrome and 2,000 healthy Northern European controls were screened for nonconservative mutations in LRP6. Three novel mutations were identified, which cosegregated with the metabolic traits in the kindreds of the affected subjects and none in the controls. All three mutations reside in the second propeller domain, which plays a critical role in ligand binding. Two of the mutations substituted highly conserved arginines in the second YWTD domain and the third substituted a conserved glycosylation site. The functional characterization of one of the variants showed that it impairs Wnt signaling and acts as a loss of function mutation.


Subject(s)
Coronary Disease/genetics , Coronary Disease/metabolism , Low Density Lipoprotein Receptor-Related Protein-6/genetics , Low Density Lipoprotein Receptor-Related Protein-6/metabolism , Metabolic Syndrome/genetics , Metabolic Syndrome/metabolism , Adult , Aged , Case-Control Studies , Coronary Disease/complications , Europe , Female , Genetic Predisposition to Disease , Genetic Variation , Glycosylation , Humans , Male , Middle Aged , Mutation , Pedigree , Phylogeny , Sequence Alignment , United States , Wnt Proteins/metabolism , Young Adult
11.
Arthritis Rheum ; 63(12): 3942-51, 2011 Dec.
Article in English | MEDLINE | ID: mdl-22127710

ABSTRACT

OBJECTIVE: To study the effect of the innate cytokine macrophage migration inhibitory factor (MIF) on the susceptibility and severity of systemic lupus erythematosus (SLE) in a multinational population of 1,369 Caucasian and African American patients. METHODS: Two functional polymorphisms in the MIF gene, a -794 CATT(5-8) microsatellite repeat (rs5844572) and a -173 G/C single-nucleotide polymorphism (rs755622), were assessed for association with SLE in 3,195 patients and healthy controls. We also measured MIF plasma levels in relation to genotypes and clinical phenotypes, and assessed Toll-like receptor 7 (TLR-7)-stimulated MIF production in vitro. RESULTS: Both Caucasians and African Americans with the high-expression MIF haplotype -794 CATT(7)/-173*C had a lower incidence of SLE (in Caucasians, odds ratio [OR] 0.63, 95% confidence interval [95% CI] 0.53-0.89, P = 0.001; in African Americans, OR 0.46, 95% CI 0.23-0.95, P = 0.012). In contrast, among patients with established SLE, reduced frequencies of low-expression MIF genotypes (-794 CATT(5)) were observed in those with nephritis, those with serositis, and those with central nervous system (CNS) involvement when compared to patients without end-organ involvement (P = 0.023, P = 0.005, and P = 0.04, respectively). Plasma MIF levels and TLR-7-stimulated MIF production in vitro reflected the underlying MIF genotype of the studied groups. CONCLUSION: These findings suggest that MIF, which has both proinflammatory properties and macrophage and B cell survival functions, exerts a dual influence on the immunopathogenesis of SLE. High-expression MIF genotypes are associated with a reduced susceptibility to SLE and may contribute to an enhanced clearance of infectious pathogens. Once SLE develops, however, low-expression MIF genotypes may protect from ensuing inflammatory end-organ damage.


Subject(s)
Genetic Predisposition to Disease/genetics , Lupus Erythematosus, Systemic/genetics , Macrophage Migration-Inhibitory Factors/genetics , Polymorphism, Single Nucleotide/genetics , Severity of Illness Index , Adult , Black or African American/ethnology , Case-Control Studies , Cross-Sectional Studies , Female , Genotype , Humans , Lupus Erythematosus, Systemic/blood , Lupus Erythematosus, Systemic/ethnology , Macrophage Migration-Inhibitory Factors/blood , Male , Middle Aged , Phenotype , Tumor Necrosis Factor-alpha/blood , White People/ethnology
12.
Hum Genet ; 123(6): 633-42, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18500540

ABSTRACT

Basal levels of C-reactive protein (CRP) have been associated with disease, particularly future cardiovascular events. Twin studies estimate 50% CRP heritability, so the identification of genetic variants influencing CRP expression is important. Existing studies in populations of European ancestry have identified numerous cis-acting variants but leave significant ambiguity over the identity of the key functional polymorphisms. We addressed this issue by typing a dense map of CRP single-nucleotide polymorphisms (SNPs), and quantifying serum CRP in 594 unrelated African Americans. We used Bayesian model choice analysis to select the combination of SNPs best explaining basal CRP and found strong support for triallelic rs3091244 alone, with the T allele acting in an additive manner (Bayes factor > 100 vs. null model), with additional support for a model incorporating both rs3091244 and rs12728740. Admixture analysis suggested SNP rs12728740 segregated with haplotypes predicted to be of recent European origin. Using a cladistic approach we confirmed the importance of rs3091244(T) by demonstrating a significant partition of haplotype effect based on the rs3091244(C/T) mutation (F = 8.91, P = 0.006). We argue that weaker linkage disequilibrium across the African American CRP locus compared with Europeans has allowed us to establish an unambiguous functional role for rs3091244(T), while also recognising the potential for additional functional mutations present in the European genome.


Subject(s)
Bayes Theorem , Black or African American/genetics , C-Reactive Protein/genetics , Chromosome Mapping , Gene Expression Regulation/genetics , Aged , Aged, 80 and over , Base Sequence , Cardiovascular Diseases/genetics , Cohort Studies , Female , Genotype , Humans , Linkage Disequilibrium , Male , Molecular Sequence Data , Phylogeny , Polymorphism, Single Nucleotide
13.
Hum Mol Genet ; 14(23): 3741-9, 2005 Dec 01.
Article in English | MEDLINE | ID: mdl-16251198

ABSTRACT

Inter-individual differences in gene expression are likely to account for an important fraction of phenotypic differences, including susceptibility to common disorders. Recent studies have shown extensive variation in gene expression levels in humans and other organisms, and that a fraction of this variation is under genetic control. We investigated the patterns of gene expression variation in a 25 Mb region of human chromosome 21, which has been associated with many Down syndrome (DS) phenotypes. Taqman real-time PCR was used to measure expression variation of 41 genes in lymphoblastoid cells of 40 unrelated individuals. For 25 genes found to be differentially expressed, additional analysis was performed in 10 CEPH families to determine heritabilities and map loci harboring regulatory variation. Seventy-six percent of the differentially expressed genes had significant heritabilities, and genomewide linkage analysis led to the identification of significant eQTLs for nine genes. Most eQTLs were in trans, with the best result (P=7.46 x 10(-8)) obtained for TMEM1 on chromosome 12q24.33. A cis-eQTL identified for CCT8 was validated by performing an association study in 60 individuals from the HapMap project. SNP rs965951 located within CCT8 was found to be significantly associated with its expression levels (P=2.5 x 10(-5)) confirming cis-regulatory variation. The results of our study provide a representative view of expression variation of chromosome 21 genes, identify loci involved in their regulation and suggest that genes, for which expression differences are significantly larger than 1.5-fold in control samples, are unlikely to be involved in DS-phenotypes present in all affected individuals.


Subject(s)
Chromosomes, Human, Pair 21/genetics , Down-Regulation/genetics , Gene Expression Profiling , Gene Expression Regulation , Quantitative Trait Loci , Chromosome Mapping , Humans , Lymphocytes/metabolism , Transcription, Genetic
14.
JAMA ; 291(23): 2821-7, 2004 Jun 16.
Article in English | MEDLINE | ID: mdl-15199031

ABSTRACT

CONTEXT: Polymorphisms in genes involved in cholesterol synthesis, absorption, and transport may affect statin efficacy. OBJECTIVE: To evaluate systematically whether genetic variation influences response to pravastatin therapy. DESIGN, SETTING, AND POPULATION: The DNA of 1536 individuals treated with pravastatin, 40 mg/d, was analyzed for 148 single-nucleotide polymorphisms (SNPs) within 10 candidate genes related to lipid metabolism. Variation within these genes was then examined for associations with changes in lipid levels observed with pravastatin therapy during a 24-week period. MAIN OUTCOME MEASURE: Changes in lipid levels in response to pravastatin therapy. RESULTS: Two common and tightly linked SNPs (linkage disequilibrium r2 = 0.90; heterozygote prevalence = 6.7% for both) were significantly associated with reduced efficacy of pravastatin therapy. Both of these SNPs were in the gene coding for 3-hydroxy-3-methylglutaryl-coenzyme A (HMG-CoA) reductase, the target enzyme that is inhibited by pravastatin. For example, compared with individuals homozygous for the major allele of one of the SNPs, individuals with a single copy of the minor allele had a 22% smaller reduction in total cholesterol (-32.8 vs -42.0 mg/dL [-0.85 vs -1.09 mmol/L]; P =.001; absolute difference, 9.2 mg/dL [95% confidence interval [CI], 3.8-14.6 mg/dL]) and a 19% smaller reduction in low-density lipoprotein (LDL) cholesterol (-27.7 vs -34.1 mg/dL [-0.72 vs -0.88 mmol/L]; P =.005; absolute difference, 6.4 mg/dL [95% CI, 2.2-10.6 mg/dL]). The association for total cholesterol reduction persisted even after adjusting for multiple tests on all 33 SNPs evaluated in the HMG-CoA reductase gene as well as for all 148 SNPs evaluated was similar in magnitude and direction among men and women and was present in the ethnically diverse total cohort as well as in the majority subgroup of white participants. No association for either SNP was observed for the change in high-density lipoprotein (HDL) cholesterol (P>.80) and neither was associated with baseline lipid levels among those actively treated or among those who did not receive the drug. Among the remaining genes, less robust associations were found for squalene synthase and change in total cholesterol, apolipoprotein E and change in LDL cholesterol, and cholesteryl ester transfer protein and change in HDL cholesterol, although none of these met our conservative criteria for purely pharmacogenetic effects. CONCLUSION: Individuals heterozygous for a genetic variant in the HMG-CoA reductase gene may experience significantly smaller reductions in cholesterol when treated with pravastatin.


Subject(s)
Cholesterol/blood , Hydroxymethylglutaryl CoA Reductases/genetics , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Hypercholesterolemia/drug therapy , Polymorphism, Single Nucleotide , Pravastatin/therapeutic use , Aged , Cholesterol/genetics , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Female , Genotype , Humans , Hypercholesterolemia/blood , Hypercholesterolemia/genetics , Male , Middle Aged
15.
Genetics ; 165(2): 915-28, 2003 Oct.
Article in English | MEDLINE | ID: mdl-14573498

ABSTRACT

The difficulty of experimental determination of haplotypes from phase-unknown genotypes has stimulated the development of nonexperimental inferral methods. One well-known approach for a group of unrelated individuals involves using the trivially deducible haplotypes (those found in individuals with zero or one heterozygous sites) and a set of rules to infer the haplotypes underlying ambiguous genotypes (those with two or more heterozygous sites). Neither the manner in which this "rule-based" approach should be implemented nor the accuracy of this approach has been adequately assessed. We implemented eight variations of this approach that differed in how a reference list of haplotypes was derived and in the rules for the analysis of ambiguous genotypes. We assessed the accuracy of these variations by comparing predicted and experimentally determined haplotypes involving nine polymorphic sites in the human apolipoprotein E (APOE) locus. The eight variations resulted in substantial differences in the average number of correctly inferred haplotype pairs. More than one set of inferred haplotype pairs was found for each of the variations we analyzed, implying that the rule-based approach is not sufficient by itself for haplotype inferral, despite its appealing simplicity. Accordingly, we explored consensus methods in which multiple inferrals for a given ambiguous genotype are combined to generate a single inferral; we show that the set of these "consensus" inferrals for all ambiguous genotypes is more accurate than the typical single set of inferrals chosen at random. We also use a consensus prediction to divide ambiguous genotypes into those whose algorithmic inferral is certain or almost certain and those whose less certain inferral makes molecular inferral preferable.


Subject(s)
Algorithms , Haplotypes , Apolipoproteins E/genetics , Genotype , Polymorphism, Genetic
16.
Immunol Rev ; 190: 26-39, 2002 Dec.
Article in English | MEDLINE | ID: mdl-12493004

ABSTRACT

Identifying common sequence variations known as single nucleotide polymorphisms (SNPs) in human populations is one of the current objectives of the human genome project. Nearly 3 million SNPs have been identified. Analysis of the relative allele frequency of these markers in human populations and the genetic associations between these markers, known as linkage disequilibrium, is now underway to generate a high-density genetic map. Because of the central role T cells play in immune reactivity, the T-cell receptor (TCR) loci have long been considered important candidates for common disease susceptibility within the immune system (e.g., asthma, atopy and autoimmunity). Over the past two decades, hundreds of SNPs in the TCR loci have been identified. Most studies have focused on defining SNPs in the variable gene segments which are involved in antigenic recognition. On average, the coding sequence of each TCR variable gene segment contains two SNPs, with many more found in the 5', 3' and intronic sequences of these segments. Therefore, a potentially large repertoire of functional variants exists in these loci. Association between SNPs (linkage disequilibrium) extends approximately 30 kb in the TCR loci, although a few larger regions of disequilibrium have been identified. Therefore, the SNPs found in one variable gene segment may or may not be associated with SNPs in other surrounding variable gene segments. This suggests that meaningful association studies in the TCR loci will require the analysis and typing of large marker sets to fully evaluate the role of TCR loci in common disease susceptibility in human populations.


Subject(s)
Genetic Variation , Receptors, Antigen, T-Cell/genetics , Chromosome Mapping , Humans , Immune System Diseases/genetics , Immune System Diseases/immunology , Linkage Disequilibrium , Polymorphism, Single Nucleotide
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