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1.
Hepatology ; 76(3): 564-575, 2022 09.
Artículo en Inglés | MEDLINE | ID: mdl-35184318

RESUMEN

BACKGROUND AND AIMS: Autoimmune hepatitis (AIH) is a rare and chronic autoimmune liver disease. While genetic factors are believed to play a crucial role in the etiopathogenesis of AIH, our understanding of these genetic risk factors is still limited. In this study, we aimed to identify susceptibility loci to further understand the pathogenesis of this disease. APPROACH AND RESULTS: We conducted a case-control association study of 1,622 Chinese patients with AIH type 1 and 10,466 population controls from two independent cohorts. A meta-analysis was performed to ascertain variants associated with AIH type 1. A single-nucleotide polymorphism within the human leukocyte antigen (HLA) region showed the strongest association with AIH (rs6932730: OR = 2.32; p = 9.21 × 10-73 ). The meta-analysis also identified two non-HLA loci significantly associated with AIH: CD28/CTLA4/ICOS on 2q33.3 (rs72929257: OR = 1.31; p = 2.92 × 10-9 ) and SYNPR on 3p14.2 (rs6809477: OR = 1.25; p = 5.48 × 10-9 ). In silico annotation, reporter gene assays, and CRISPR activation experiments identified a distal enhancer at 2q33.3 that regulated expression of CTLA4. In addition, variants near STAT1/STAT4 (rs11889341: OR = 1.24; p = 1.34 × 10-7 ), LINC00392 (rs9564997: OR = 0.81; p = 2.53 × 10-7 ), IRF8 (rs11117432: OR = 0.72; p = 6.10 × 10-6 ), and LILRA4/LILRA5 (rs11084330: OR = 0.65; p = 5.19 × 10-6 ) had suggestive association signals with AIH. CONCLUSIONS: Our study identifies two novel loci (CD28/CTLA4/ICOS and SYNPR) exceeding genome-wide significance and suggests four loci as potential risk factors. These findings highlight the importance of costimulatory signaling and neuro-immune interaction in the pathogenesis of AIH.


Asunto(s)
Hepatitis Autoinmune , Antígenos CD28/genética , Antígeno CTLA-4/genética , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Antígenos HLA , Hepatitis Autoinmune/genética , Humanos , Polimorfismo de Nucleótido Simple
2.
Gastroenterology ; 160(7): 2483-2495.e26, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33675743

RESUMEN

BACKGROUND & AIMS: Genome-wide association studies in primary biliary cholangitis (PBC) have failed to find X chromosome (chrX) variants associated with the disease. Here, we specifically explore the chrX contribution to PBC, a sexually dimorphic complex autoimmune disease. METHODS: We performed a chrX-wide association study, including genotype data from 5 genome-wide association studies (from Italy, United Kingdom, Canada, China, and Japan; 5244 case patients and 11,875 control individuals). RESULTS: Single-marker association analyses found approximately 100 loci displaying P < 5 × 10-4, with the most significant being a signal within the OTUD5 gene (rs3027490; P = 4.80 × 10-6; odds ratio [OR], 1.39; 95% confidence interval [CI], 1.028-1.88; Japanese cohort). Although the transethnic meta-analysis evidenced only a suggestive signal (rs2239452, mapping within the PIM2 gene; OR, 1.17; 95% CI, 1.09-1.26; P = 9.93 × 10-8), the population-specific meta-analysis showed a genome-wide significant locus in East Asian individuals pointing to the same region (rs7059064, mapping within the GRIPAP1 gene; P = 6.2 × 10-9; OR, 1.33; 95% CI, 1.21-1.46). Indeed, rs7059064 tags a unique linkage disequilibrium block including 7 genes: TIMM17B, PQBP1, PIM2, SLC35A2, OTUD5, KCND1, and GRIPAP1, as well as a superenhancer (GH0XJ048933 within OTUD5) targeting all these genes. GH0XJ048933 is also predicted to target FOXP3, the main T-regulatory cell lineage specification factor. Consistently, OTUD5 and FOXP3 RNA levels were up-regulated in PBC case patients (1.75- and 1.64-fold, respectively). CONCLUSIONS: This work represents the first comprehensive study, to our knowledge, of the chrX contribution to the genetics of an autoimmune liver disease and shows a novel PBC-related genome-wide significant locus.


Asunto(s)
Cromosomas Humanos X/genética , Predisposición Genética a la Enfermedad/genética , Cirrosis Hepática Biliar/genética , Adulto , Pueblo Asiatico/genética , Proteínas Portadoras/genética , Linaje de la Célula/genética , Proteínas de Unión al ADN/genética , Endopeptidasas/genética , Femenino , Factores de Transcripción Forkhead/genética , Sitios Genéticos/genética , Predisposición Genética a la Enfermedad/etnología , Estudio de Asociación del Genoma Completo , Humanos , Desequilibrio de Ligamiento/genética , Masculino , Proteínas del Complejo de Importación de Proteínas Precursoras Mitocondriales/genética , Proteínas de Transporte de Monosacáridos/genética , Oportunidad Relativa , Polimorfismo de Nucleótido Simple , Proteínas Serina-Treonina Quinasas/genética , Proteínas Proto-Oncogénicas/genética , Canales de Potasio Shal/genética , Población Blanca/genética
3.
J Hepatol ; 75(3): 572-581, 2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34033851

RESUMEN

BACKGROUNDS & AIMS: Primary biliary cholangitis (PBC) is a chronic liver disease in which autoimmune destruction of the small intrahepatic bile ducts eventually leads to cirrhosis. Many patients have inadequate response to licensed medications, motivating the search for novel therapies. Previous genome-wide association studies (GWAS) and meta-analyses (GWMA) of PBC have identified numerous risk loci for this condition, providing insight into its aetiology. We undertook the largest GWMA of PBC to date, aiming to identify additional risk loci and prioritise candidate genes for in silico drug efficacy screening. METHODS: We combined new and existing genotype data for 10,516 cases and 20,772 controls from 5 European and 2 East Asian cohorts. RESULTS: We identified 56 genome-wide significant loci (20 novel) including 46 in European, 13 in Asian, and 41 in combined cohorts; and a 57th genome-wide significant locus (also novel) in conditional analysis of the European cohorts. Candidate genes at newly identified loci include FCRL3, INAVA, PRDM1, IRF7, CCR6, CD226, and IL12RB1, which each play key roles in immunity. Pathway analysis reiterated the likely importance of pattern recognition receptor and TNF signalling, JAK-STAT signalling, and differentiation of T helper (TH)1 and TH17 cells in the pathogenesis of this disease. Drug efficacy screening identified several medications predicted to be therapeutic in PBC, some of which are well-established in the treatment of other autoimmune disorders. CONCLUSIONS: This study has identified additional risk loci for PBC, provided a hierarchy of agents that could be trialled in this condition, and emphasised the value of genetic and genomic approaches to drug discovery in complex disorders. LAY SUMMARY: Primary biliary cholangitis (PBC) is a chronic liver disease that eventually leads to cirrhosis. In this study, we analysed genetic information from 10,516 people with PBC and 20,772 healthy individuals recruited in Canada, China, Italy, Japan, the UK, or the USA. We identified several genetic regions associated with PBC. Each of these regions contains several genes. For each region, we used diverse sources of evidence to help us choose the gene most likely to be involved in causing PBC. We used these 'candidate genes' to help us identify medications that are currently used for treatment of other conditions, which might also be useful for treatment of PBC.


Asunto(s)
Estudio de Asociación del Genoma Completo/estadística & datos numéricos , Cirrosis Hepática Biliar/tratamiento farmacológico , Cirrosis Hepática Biliar/genética , Estudio de Asociación del Genoma Completo/métodos , Humanos
4.
Immunogenetics ; 72(9-10): 467-474, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33284381

RESUMEN

Susceptibility to primary biliary cholangitis (PBC) is in part genetically determined. In our previous PBC genome-wide association study (GWAS) in 1118 Han Chinese PBC and 4036 controls, we noted that multiple SNPs in the runt-related transcription factor 3 (RUNX3) regions showed a nominally significant association. The tag SNP rs7529070 was genotyped using a TaqMan assay in a separately collected 1435 PBC and 3205 controls. A meta-analysis with a combined 2553 PBC and 7241 controls showed that rs7529070 is still nominally associated with PBC (p = 1.7 × 10-4, odds ratio (OR) = 1.18, 95% confidence interval (CI) = 1.08-1.28). Further analysis indicated that the risk allele of rs7529070 (G allele) is in complete linkage disequilibrium (LD) (r2 = 1) with the G allele of rs4648889, which is known to be associated with increased RUNX3 expression. Bioinformatic analysis with existing expression data showed that the expression of RUNX3 is significantly increased in PBC patients (p = 0.001) and the expression level is correlated with disease severity. Consistently, we also found significantly increased RUNX3 expression (p < 0.01) in the livers of dnTGFßRII mice (a PBC mouse model). This study suggests that the RUNX3 locus may associate with PBC in Han Chinese.


Asunto(s)
Subunidad alfa 3 del Factor de Unión al Sitio Principal/genética , Predisposición Genética a la Enfermedad , Cirrosis Hepática Biliar/genética , Cirrosis Hepática Biliar/patología , Polimorfismo de Nucleótido Simple , Animales , Estudios de Casos y Controles , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Ratones , Pronóstico , Reproducibilidad de los Resultados
5.
J Autoimmun ; 107: 102372, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31810856

RESUMEN

The genetic association of primary biliary cholangitis with major histocompatibility complex (MHC) has been widely confirmed among different ethnicities. To map specific MHC region variants associated with PBC in a Han Chinese cohort, we imputed HLA antigens and amino acids (AA) in 1126 PBC cases and 1770 healthy control subjects using a Han-MHC reference database. We demonstrate that HLA-DRB1 and/or HLA-DQB1 contributed the strongest signals, and that HLA-DPB1 was a separate independent locus. Regression analyses with classical HLA alleles indicate that HLA-DQB1*03:01 or HLA-DQß1-Pro55, HLA-DPB1*17:01 or HLA-DPß1-Asp84 and HLA-DRB1*08:03 could largely explain MHC association with PBC. Forward stepwise regression analyses with HLA amino acid variants localize the major signals to HLA-DRß1-Ala74, HLA-DQß1-Pro55 and HLA-DPß1-Asp84. Electrostatic potential calculations implicated AA variations at HLA-DQß1 position 55 and HLA-DPß1 position 84 as critical to peptide binding properties. Furthermore, although several critical Han Chinese AA variants differed from those shown in European populations, the predicted effects on antigen binding are likely to be very similar or identical and underlie the major component of MHC association with PBC.


Asunto(s)
Pueblo Asiatico/genética , Mapeo Cromosómico , Predisposición Genética a la Enfermedad , Variación Genética , Antígenos HLA/genética , Cirrosis Hepática Biliar/etiología , Alelos , Estudios de Casos y Controles , China/epidemiología , Genotipo , Antígenos HLA/inmunología , Humanos , Cirrosis Hepática Biliar/epidemiología , Polimorfismo de Nucleótido Simple
6.
Hepatology ; 70(1): 294-307, 2019 07.
Artículo en Inglés | MEDLINE | ID: mdl-30854688

RESUMEN

Anti-nuclear antibodies to speckled 100 kDa (sp100) and glycoprotein 210 (gp210) are specific serologic markers of primary biliary cholangitis (PBC) of uncertain/controversial clinical or prognostic significance. To study the genetic determinants associated with sp100 and gp210 autoantibody subphenotypes, we performed a genome-wide association analysis of 930 PBC cases based on their autoantibody status, followed by a replication study in 1,252 PBC cases. We confirmed single-nucleotide polymorphisms rs492899 (P = 3.27 × 10-22 ; odds ratio [OR], 2.90; 95% confidence interval [CI], 2.34-3.66) and rs1794280 (P = 5.78 × 10-28 ; OR, 3.89; 95% CI, 3.05-4.96) in the human major histocompatibility complex (MHC) region associated with the sp100 autoantibody. However, no genetic variant was identified as being associated with the gp210 autoantibody. To further define specific classical human leukocyte antigen (HLA) alleles or amino acids associated with the sp100 autoantibody, we imputed 922 PBC cases (211 anti-sp100-positive versus 711 negative cases) using a Han Chinese MHC reference database. Conditional analysis identified that HLA-DRß1-Asn77/Arg74, DRß1-Ser37, and DPß1-Lys65 were major determinants for sp100 production. For the classical HLA alleles, the strongest association was with DRB1*03:01 (P = 1.51 × 10-9 ; OR, 2.97; 95% CI, 2.06-4.29). Regression analysis with classical HLA alleles identified DRB1*03:01, DRB1*15:01, DRB1*01, and DPB1*03:01 alleles can explain most of the HLA association with sp100 autoantibody. Conclusion: This study indicated significant genetic predisposition to the sp100 autoantibody, but not the gp210 autoantibody, subphenotype in PBC patients. Additional studies will be necessary to determine if these findings have clinical significance to PBC pathogenesis and/or therapeutics.


Asunto(s)
Anticuerpos Antinucleares/genética , Antígenos Nucleares/inmunología , Autoantígenos/inmunología , Cirrosis Hepática Biliar/genética , Anciano , Femenino , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Humanos , Cirrosis Hepática Biliar/inmunología , Masculino , Persona de Mediana Edad
8.
PLoS Genet ; 11(8): e1005352, 2015 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-26305897

RESUMEN

Diabetic kidney disease (DKD) is the most common etiology of chronic kidney disease (CKD) in the industrialized world and accounts for much of the excess mortality in patients with diabetes mellitus. Approximately 45% of U.S. patients with incident end-stage kidney disease (ESKD) have DKD. Independent of glycemic control, DKD aggregates in families and has higher incidence rates in African, Mexican, and American Indian ancestral groups relative to European populations. The Family Investigation of Nephropathy and Diabetes (FIND) performed a genome-wide association study (GWAS) contrasting 6,197 unrelated individuals with advanced DKD with healthy and diabetic individuals lacking nephropathy of European American, African American, Mexican American, or American Indian ancestry. A large-scale replication and trans-ethnic meta-analysis included 7,539 additional European American, African American and American Indian DKD cases and non-nephropathy controls. Within ethnic group meta-analysis of discovery GWAS and replication set results identified genome-wide significant evidence for association between DKD and rs12523822 on chromosome 6q25.2 in American Indians (P = 5.74x10-9). The strongest signal of association in the trans-ethnic meta-analysis was with a SNP in strong linkage disequilibrium with rs12523822 (rs955333; P = 1.31x10-8), with directionally consistent results across ethnic groups. These 6q25.2 SNPs are located between the SCAF8 and CNKSR3 genes, a region with DKD relevant changes in gene expression and an eQTL with IPCEF1, a gene co-translated with CNKSR3. Several other SNPs demonstrated suggestive evidence of association with DKD, within and across populations. These data identify a novel DKD susceptibility locus with consistent directions of effect across diverse ancestral groups and provide insight into the genetic architecture of DKD.


Asunto(s)
Diabetes Mellitus Tipo 2/genética , Nefropatías Diabéticas/genética , Negro o Afroamericano/genética , Diabetes Mellitus Tipo 2/complicaciones , Nefropatías Diabéticas/etnología , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Hispánicos o Latinos/genética , Humanos , Indígenas Norteamericanos/genética , Proteínas de Unión al ARN/genética , Estados Unidos , Población Blanca/genética
9.
BMC Genomics ; 18(1): 789, 2017 Oct 16.
Artículo en Inglés | MEDLINE | ID: mdl-29037167

RESUMEN

BACKGROUND: Accurate inference of genetic ancestry is of fundamental interest to many biomedical, forensic, and anthropological research areas. Genetic ancestry memberships may relate to genetic disease risks. In a genome association study, failing to account for differences in genetic ancestry between cases and controls may also lead to false-positive results. Although a number of strategies for inferring and taking into account the confounding effects of genetic ancestry are available, applying them to large studies (tens thousands samples) is challenging. The goal of this study is to develop an approach for inferring genetic ancestry of samples with unknown ancestry among closely related populations and to provide accurate estimates of ancestry for application to large-scale studies. METHODS: In this study we developed a novel distance-based approach, Ancestry Inference using Principal component analysis and Spatial analysis (AIPS) that incorporates an Inverse Distance Weighted (IDW) interpolation method from spatial analysis to assign individuals to population memberships. RESULTS: We demonstrate the benefits of AIPS in analyzing population substructure, specifically related to the four most commonly used tools EIGENSTRAT, STRUCTURE, fastSTRUCTURE, and ADMIXTURE using genotype data from various intra-European panels and European-Americans. While the aforementioned commonly used tools performed poorly in inferring ancestry from a large number of subpopulations, AIPS accurately distinguished variations between and within subpopulations. CONCLUSIONS: Our results show that AIPS can be applied to large-scale data sets to discriminate the modest variability among intra-continental populations as well as for characterizing inter-continental variation. The method we developed will protect against spurious associations when mapping the genetic basis of a disease. Our approach is more accurate and computationally efficient method for inferring genetic ancestry in the large-scale genetic studies.


Asunto(s)
Genética de Población/métodos , Europa (Continente) , Genoma Humano/genética , Humanos , Filogenia , Análisis de Componente Principal
11.
Nat Rev Genet ; 12(8): 523-8, 2011 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-21709689

RESUMEN

Admixed populations such as African Americans and Hispanic Americans are often medically underserved and bear a disproportionately high burden of disease. Owing to the diversity of their genomes, these populations have both advantages and disadvantages for genetic studies of complex phenotypes. Advances in statistical methodologies that can infer genetic contributions from ancestral populations may yield new insights into the aetiology of disease and may contribute to the applicability of genomic medicine to these admixed population groups.


Asunto(s)
Negro o Afroamericano/genética , Mapeo Cromosómico/métodos , Genética de Población/métodos , Hispánicos o Latinos/genética , Biomarcadores , Biología Computacional/métodos , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Modelos Genéticos , Análisis de Secuencia por Matrices de Oligonucleótidos , Polimorfismo de Nucleótido Simple
12.
Nat Genet ; 40(9): 1062-4, 2008 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-19165919

RESUMEN

The TNFAIP3 (tumor necrosis factor alpha-induced protein 3) gene encodes a ubiquitin editing enzyme, A20, that restricts NF-kappaB-dependent signaling and prevents inflammation. We show that three independent SNPs in the TNFAIP3 region (rs13192841, rs2230926 and rs6922466) are associated with systemic lupus erythematosus (SLE) among individuals of European ancestry. These findings provide critical links between A20 and the etiology of SLE.


Asunto(s)
Péptidos y Proteínas de Señalización Intracelular/genética , Lupus Eritematoso Sistémico/genética , Proteínas Nucleares/genética , Polimorfismo de Nucleótido Simple , Proteínas de Unión al ADN , Predisposición Genética a la Enfermedad , Humanos , Proteína 3 Inducida por el Factor de Necrosis Tumoral alfa , Población Blanca/genética
13.
BMC Bioinformatics ; 17: 122, 2016 Mar 09.
Artículo en Inglés | MEDLINE | ID: mdl-26961892

RESUMEN

BACKGROUND: Identifying subpopulations within a study and inferring intercontinental ancestry of the samples are important steps in genome wide association studies. Two software packages are widely used in analysis of substructure: Structure and Eigenstrat. Structure assigns each individual to a population by using a Bayesian method with multiple tuning parameters. It requires considerable computational time when dealing with thousands of samples and lacks the ability to create scores that could be used as covariates. Eigenstrat uses a principal component analysis method to model all sources of sampling variation. However, it does not readily provide information directly relevant to ancestral origin; the eigenvectors generated by Eigenstrat are sample specific and thus cannot be generalized to other individuals. RESULTS: We developed FastPop, an efficient R package that fills the gap between Structure and Eigenstrat. It can: 1, generate PCA scores that identify ancestral origins and can be used for multiple studies; 2, infer ancestry information for data arising from two or more intercontinental origins. We demonstrate the use of FastPop using 2318 SNP markers selected from the genome based on high variability among European, Asian and West African (African) populations. We conducted an analysis of 505 Hapmap samples with European, African or Asian ancestry along with 19661 additional samples of unknown ancestry. The results from FastPop are highly consistent with those obtained by Structure across the 19661 samples we studied. The correlations of the results between FastPop and Structure are 0.99, 0.97 and 0.99 for European, African and Asian ancestry scores, respectively. Compared with Structure, FastPop is more efficient as it finished ancestry inference for 19661 samples in 16 min compared with 21-24 h required by Structure. FastPop also provided scores based on SNP weights so the scores of reference population can be applied to other studies provided the same set of markers are used. We also present application of the method for studying four continental populations (European, Asian, African, and Native American). CONCLUSIONS: We developed an algorithm that can infer ancestries on data involving two or more intercontinental origins. It is efficient for analyzing large datasets. Additionally the PCA derived scores can be applied to multiple data sets to ensure the same ancestry analysis is applied to all studies.


Asunto(s)
Algoritmos , Etnicidad/genética , Genética de Población , Estudio de Asociación del Genoma Completo/métodos , Polimorfismo de Nucleótido Simple/genética , Análisis de Componente Principal , Grupos Raciales/genética , Programas Informáticos , Teorema de Bayes , Genotipo , Proyecto Mapa de Haplotipos , Humanos
14.
Mol Med ; 21(1): 769-781, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26562150

RESUMEN

To investigate the genetics of late-onset myasthenia gravis (LOMG), we conducted a genome-wide association study imputation of>6 million single nucleotide polymorphisms (SNPs) in 532 LOMG cases (anti-acetylcholine receptor [AChR] antibody positive; onset age≥50 years) and 2,128 controls matched for sex and population substructure. The data confirm reported TNFRSF11A associations (rs4574025, P = 3.9 × 10-7, odds ratio [OR] 1.42) and identify a novel candidate gene, ZBTB10, achieving genome-wide significance (rs6998967, P = 8.9 × 10-10, OR 0.53). Several other SNPs showed suggestive significance including rs2476601 (P = 6.5 × 10-6, OR 1.62) encoding the PTPN22 R620W variant noted in early-onset myasthenia gravis (EOMG) and other autoimmune diseases. In contrast, EOMG-associated SNPs in TNIP1 showed no association in LOMG, nor did other loci suggested for EOMG. Many SNPs within the major histocompatibility complex (MHC) region showed strong associations in LOMG, but with smaller effect sizes than in EOMG (highest OR ~2 versus ~6 in EOMG). Moreover, the strongest associations were in opposite directions from EOMG, including an OR of 0.54 for DQA1*05:01 in LOMG (P = 5.9 × 10-12) versus 2.82 in EOMG (P = 3.86 × 10-45). Association and conditioning studies for the MHC region showed three distinct and largely independent association peaks for LOMG corresponding to (a) MHC class II (highest attenuation when conditioning on DQA1), (b) HLA-A and (c) MHC class III SNPs. Conditioning studies of human leukocyte antigen (HLA) amino acid residues also suggest potential functional correlates. Together, these findings emphasize the value of subgrouping myasthenia gravis patients for clinical and basic investigations and imply distinct predisposing mechanisms in LOMG.

15.
Am J Hum Genet ; 91(5): 778-93, 2012 Nov 02.
Artículo en Inglés | MEDLINE | ID: mdl-23084292

RESUMEN

We have performed a meta-analysis of the major-histocompatibility-complex (MHC) region in systemic lupus erythematosus (SLE) to determine the association with both SNPs and classical human-leukocyte-antigen (HLA) alleles. More specifically, we combined results from six studies and well-known out-of-study control data sets, providing us with 3,701 independent SLE cases and 12,110 independent controls of European ancestry. This study used genotypes for 7,199 SNPs within the MHC region and for classical HLA alleles (typed and imputed). Our results from conditional analysis and model choice with the use of the Bayesian information criterion show that the best model for SLE association includes both classical loci (HLA-DRB1(∗)03:01, HLA-DRB1(∗)08:01, and HLA-DQA1(∗)01:02) and two SNPs, rs8192591 (in class III and upstream of NOTCH4) and rs2246618 (MICB in class I). Our approach was to perform a stepwise search from multiple baseline models deduced from a priori evidence on HLA-DRB1 lupus-associated alleles, a stepwise regression on SNPs alone, and a stepwise regression on HLA alleles. With this approach, we were able to identify a model that was an overwhelmingly better fit to the data than one identified by simple stepwise regression either on SNPs alone (Bayes factor [BF] > 50) or on classical HLA alleles alone (BF > 1,000).


Asunto(s)
Alelos , Antígenos HLA/genética , Lupus Eritematoso Sistémico/genética , Complejo Mayor de Histocompatibilidad/genética , Población Blanca/genética , Perfilación de la Expresión Génica , Predisposición Genética a la Enfermedad , Genotipo , Antígenos HLA-B/genética , Antígenos HLA-C/genética , Cadenas alfa de HLA-DQ/genética , Cadenas HLA-DRB1/genética , Haplotipos , Humanos , Polimorfismo de Nucleótido Simple
16.
J Autoimmun ; 64: 1-12, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26343334

RESUMEN

Progress in defining the genetics of autoimmune disease has been dramatically enhanced by large scale genetic studies. Genome-wide approaches, examining hundreds or for some diseases thousands of cases and controls, have been implemented using high throughput genotyping and appropriate algorithms to provide a wealth of data over the last decade. These studies have identified hundreds of non-HLA loci as well as further defining HLA variations that predispose to different autoimmune diseases. These studies to identify genetic risk loci are also complemented by progress in gene expression studies including definition of expression quantitative trait loci (eQTL), various alterations in chromatin structure including histone marks, DNase I sensitivity, repressed chromatin regions as well as transcript factor binding sites. Integration of this information can partially explain why particular variations can alter proclivity to autoimmune phenotypes. Despite our incomplete knowledge base with only partial definition of hereditary factors and possible functional connections, this progress has and will continue to facilitate a better understanding of critical pathways and critical changes in immunoregulation. Advances in defining and understanding functional variants potentially can lead to both novel therapeutics and personalized medicine in which therapeutic approaches are chosen based on particular molecular phenotypes and genomic alterations.


Asunto(s)
Enfermedades Autoinmunes/genética , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Animales , Enfermedades Autoinmunes/diagnóstico , Enfermedades Autoinmunes/inmunología , Enfermedades Autoinmunes/terapia , Epigénesis Genética , Epistasis Genética , Regulación de la Expresión Génica , Sitios Genéticos , Variación Genética , Estudio de Asociación del Genoma Completo , Genómica , Humanos , Complejo Mayor de Histocompatibilidad/genética , Complejo Mayor de Histocompatibilidad/inmunología , Fenotipo
17.
Hum Mol Genet ; 21(23): 5209-21, 2012 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-22936693

RESUMEN

To further characterize the genetic basis of primary biliary cirrhosis (PBC), we genotyped 2426 PBC patients and 5731 unaffected controls from three independent cohorts using a single nucleotide polymorphism (SNP) array (Immunochip) enriched for autoimmune disease risk loci. Meta-analysis of the genotype data sets identified a novel disease-associated locus near the TNFSF11 gene at 13q14, provided evidence for association at six additional immune-related loci not previously implicated in PBC and confirmed associations at 19 of 22 established risk loci. Results of conditional analyses also provided evidence for multiple independent association signals at four risk loci, with haplotype analyses suggesting independent SNP effects at the 2q32 and 16p13 loci, but complex haplotype driven effects at the 3q25 and 6p21 loci. By imputing classical HLA alleles from this data set, four class II alleles independently contributing to the association signal from this region were identified. Imputation of genotypes at the non-HLA loci also provided additional associations, but none with stronger effects than the genotyped variants. An epistatic interaction between the IL12RB2 risk locus at 1p31and the IRF5 risk locus at 7q32 was also identified and suggests a complementary effect of these loci in predisposing to disease. These data expand the repertoire of genes with potential roles in PBC pathogenesis that need to be explored by follow-up biological studies.


Asunto(s)
Cromosomas Humanos Par 13 , Cromosomas Humanos Par 1 , Cromosomas Humanos Par 7 , Epistasis Genética , Sitios Genéticos , Cirrosis Hepática Biliar/genética , Polimorfismo de Nucleótido Simple , Alelos , Estudios de Casos y Controles , Frecuencia de los Genes , Predisposición Genética a la Enfermedad , Genotipo , Antígenos HLA/genética , Antígenos HLA/inmunología , Humanos , Cirrosis Hepática Biliar/inmunología , Análisis de Secuencia por Matrices de Oligonucleótidos
18.
Ethn Dis ; 24(4): 399-405, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25417420

RESUMEN

OBJECTIVE: To investigate the association between African admixture and glaucoma prevalence among African American women. DESIGN, SETTING, PARTICIPANTS: Participants included 11616 African American women from the Women's Health Initiative Study (WHI) for whom admixture information was available and included 2548 who self-reported a diagnosis of glaucoma. MAIN OUTCOME MEASURES: Glaucoma. RESULTS: Significant association was observed between self-identified glaucoma status and admixture. However, this association was not significant in a model that included neighborhood socioeconomic status (NSES), hypertension, diabetes and body mass index (BMI). Self-identified glaucoma status was associated with diabetes that persisted after adjustment for admixture, NSES, hypertension, and BMI. Lower NSES was also associated with higher glaucoma risk but this association was marginal in the fully adjusted model and neither hypertension nor BMI showed association. When glaucoma status was limited to those reporting use or no use of appropriate ophthalmologic medication, no associations were observed in any of the models. CONCLUSION: This study failed to find an independent association of glaucoma status and African admixture and these findings suggest that the higher frequency glaucoma in African Americans may be largely due to other factors.


Asunto(s)
Negro o Afroamericano/estadística & datos numéricos , Glaucoma/etnología , Posmenopausia/etnología , Factores de Edad , Anciano , Índice de Masa Corporal , Estudios de Cohortes , Complicaciones de la Diabetes/complicaciones , Complicaciones de la Diabetes/etnología , Femenino , Humanos , Hipertensión/complicaciones , Hipertensión/etnología , Persona de Mediana Edad , Prevalencia , Características de la Residencia , Factores de Riesgo , Clase Social , Población Blanca/estadística & datos numéricos
19.
Hum Mol Genet ; 20(24): 5012-23, 2011 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-21926416

RESUMEN

We performed a multistage genome-wide association study of melanoma. In a discovery cohort of 1804 melanoma cases and 1026 controls, we identified loci at chromosomes 15q13.1 (HERC2/OCA2 region) and 16q24.3 (MC1R) regions that reached genome-wide significance within this study and also found strong evidence for genetic effects on susceptibility to melanoma from markers on chromosome 9p21.3 in the p16/ARF region and on chromosome 1q21.3 (ARNT/LASS2/ANXA9 region). The most significant single-nucleotide polymorphisms (SNPs) in the 15q13.1 locus (rs1129038 and rs12913832) lie within a genomic region that has profound effects on eye and skin color; notably, 50% of variability in eye color is associated with variation in the SNP rs12913832. Because eye and skin colors vary across European populations, we further evaluated the associations of the significant SNPs after carefully adjusting for European substructure. We also evaluated the top 10 most significant SNPs by using data from three other genome-wide scans. Additional in silico data provided replication of the findings from the most significant region on chromosome 1q21.3 rs7412746 (P = 6 × 10(-10)). Together, these data identified several candidate genes for additional studies to identify causal variants predisposing to increased risk for developing melanoma.


Asunto(s)
Sitios Genéticos/genética , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Melanoma/genética , Neoplasias Cutáneas/genética , Estudios de Casos y Controles , Cromosomas Humanos Par 1/genética , Marcadores Genéticos , Factores de Intercambio de Guanina Nucleótido/genética , Humanos , Metaanálisis como Asunto , Pigmentación/genética , Polimorfismo de Nucleótido Simple/genética , Ubiquitina-Proteína Ligasas
20.
Ann Neurol ; 72(6): 927-35, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-23055271

RESUMEN

OBJECTIVE: The objective of this study is to comprehensively define the genetic basis of early onset myasthenia gravis (EOMG). METHODS: We have carried out a 2-stage genome-wide association study on a total of 649 North European EOMG patients. Cases were matched 1:4 with controls of European ancestry. We performed imputation and conditional analyses across the major histocompatibility complex, as well as in the top regions of association outside the human leukocyte antigen (HLA) region. RESULTS: We observed the strongest association in the HLA class I region at rs7750641 (p = 1.2 × 10(-92) ; odds ratio [OR], 6.25). By imputation and conditional analyses, HLA-B*08 proves to be the major associated allele (p = 2.87 × 10(-113) ; OR, 6.41). In addition to the expected association with PTPN22 (rs2476601; OR, 1.71; p = 8.2 × 10(-10) ), an imputed coding variant (rs2233290) at position 151 (Pro→Ala) in the TNFAIP3-interacting protein 1, TNIP1, confers even stronger risk than PTPN22 (OR, 1.91; p = 3.2 × 10(-10) ). INTERPRETATION: The association at TNIP1 in EOMG implies disease mechanisms involving ubiquitin-dependent dysregulation of NF-κB signaling. The localization of the major HLA signal to the HLA-B*08 allele suggests that CD8(+) T cells may play a key role in disease initiation or pathogenesis.


Asunto(s)
Alanina/genética , Proteínas de Unión al ADN/genética , Predisposición Genética a la Enfermedad , Antígeno HLA-B8/genética , Miastenia Gravis/genética , Polimorfismo de Nucleótido Simple/genética , Prolina/genética , Adulto , Edad de Inicio , Estudios de Casos y Controles , Europa (Continente) , Femenino , Frecuencia de los Genes , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Masculino , Metaanálisis como Asunto , Población Blanca/genética , Adulto Joven
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