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1.
Ann Rheum Dis ; 75(5): 891-8, 2016 May.
Article in English | MEDLINE | ID: mdl-25862617

ABSTRACT

OBJECTIVES: Genetic interaction has been considered as a hallmark of the genetic architecture of systemic lupus erythematosus (SLE). Based on two independent genome-wide association studies (GWAS) on Chinese populations, we performed a genome-wide search for genetic interactions contributing to SLE susceptibility. METHODS: The study involved a total of 1 659 cases and 3 398 controls in the discovery stage and 2 612 cases and 3 441 controls in three cohorts for replication. Logistic regression and multifactor dimensionality reduction were used to search for genetic interaction. RESULTS: Interaction of CD80 (rs2222631) and ALOX5AP (rs12876893) was found to be significantly associated with SLE (OR_int=1.16, P_int_all=7.7E-04 at false discovery rate<0.05). Single nuclear polymorphism rs2222631 was found associated with SLE with genome-wide significance (P_all=4.5E-08, OR=0.86) and is independent of rs6804441 in CD80, whose association was reported previously. Significant correlation was observed between expression of these two genes in healthy controls and SLE cases, together with differential expression of these genes between cases and controls, observed from individuals from the Hong Kong cohort. Genetic interactions between BLK (rs13277113) and DDX6 (rs4639966), and between TNFSF4 (rs844648) and PXK (rs6445975) were also observed in both GWAS data sets. CONCLUSIONS: Our study represents the first genome-wide evaluation of epistasis interactions on SLE and the findings suggest interactions and independent variants may help partially explain missing heritability for complex diseases.


Subject(s)
5-Lipoxygenase-Activating Proteins/genetics , Asian People/genetics , B7-1 Antigen/genetics , Epistasis, Genetic/genetics , Lupus Erythematosus, Systemic/genetics , Adult , Case-Control Studies , Female , Gene Expression Regulation/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Humans , Male , Oncogene Proteins, Fusion/genetics , Polymorphism, Single Nucleotide , Tetraspanins , fas Receptor/genetics
2.
Arthritis Rheumatol ; 67(11): 2966-77, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26202167

ABSTRACT

OBJECTIVE: Previous genome-wide association studies (GWAS), which were mainly based on single-variant analysis, have identified many systemic lupus erythematosus (SLE) susceptibility loci. However, the genetic architecture of this complex disease is far from being understood. The aim of this study was to investigate whether using a gene-based analysis may help to identify novel loci, by considering global evidence of association from a gene or a genomic region rather than focusing on evidence for individual variants. METHODS: Based on the results of a meta-analysis of 2 GWAS of SLE conducted in 2 Asian cohorts, we performed an in-depth gene-based analysis followed by replication in a total of 4,626 patients and 7,466 control subjects of Asian ancestry. Differential allelic expression was measured by pyrosequencing. RESULTS: More than one-half of the reported SLE susceptibility loci showed evidence of independent effects, and this finding is important for understanding the mechanisms of association and explaining disease heritability. ANXA6 was detected as a novel SLE susceptibility gene, with several single-nucleotide polymorphisms (SNPs) contributing independently to the association with disease. The risk allele of rs11960458 correlated significantly with increased expression of ANXA6 in peripheral blood mononuclear cells from heterozygous healthy control subjects. Several other associated SNPs may also regulate ANXA6 expression, according to data obtained from public databases. Higher expression of ANXA6 in patients with SLE was also reported previously. CONCLUSION: Our study demonstrated the merit of using gene-based analysis to identify novel susceptibility loci, especially those with independent effects, and also demonstrated the widespread presence of loci with independent effects in SLE susceptibility genes.


Subject(s)
Annexin A6/genetics , Asian People/genetics , Genetic Predisposition to Disease , Lupus Erythematosus, Systemic/genetics , Polymorphism, Single Nucleotide , Genetic Association Studies , Genome-Wide Association Study , Humans
3.
Arthritis Res Ther ; 17: 67, 2015 Mar 20.
Article in English | MEDLINE | ID: mdl-25880549

ABSTRACT

INTRODUCTION: Systemic lupus erythematosus (SLE) is a heterogeneous disease with a diverse spectrum of clinical symptoms, ranging from skin rash to end-organ damage. 22q11.21 has been identified as a susceptibility region for several autoimmune diseases, including SLE. However, detailed information for SLE association and the underlying functional mechanism(s) is still lacking. METHODS: Through meta-analysis of two genome-wide association studies (GWAS) on Han Chinese populations, comprising a total of 1,659 cases and 3,398 controls matched geographically, we closely examined the 22q11.21 region, especially on the reported single-nucleotide polymorphisms (SNPs) associated with different autoimmune diseases and their relationships. We further replicated the most significant associations of SNPs with SLE using 2,612 cases and 2,323 controls of Asian ancestry. RESULTS: All reported SNPs in the 22q11.21 region with different autoimmune diseases were examined using the two GWAS data and meta-analysis results, and supportive evidence of association with SLE was found (meta-analysis: P_meta ≤ 7.27E-05), which might require further investigation. SNP rs2298428 was identified as the most significant SNP associated with SLE in this region (P_meta =2.70E-09). It showed independent effects through both stepwise and conditional logistic regression, and there is no evidence of other independent association signals for SLE in this region. The association of rs2298428 was further replicated in three cohorts from Hong Kong, Anhui and Thailand comprising a total of 2,612 cases and 2,323 controls (joint analysis of GWAS and replication result: P_all =1.31E-11, odds ratio =1.23). SNP rs2298428 was shown to be an expression quantitative locus for UBE2L3 gene in different cell types, with the risk allele (T) being correlated with higher expression of UBE2L3. This is consistent with earlier reports on higher expression of UBE2L3 in patients with SLE. CONCLUSIONS: Association with distinct autoimmune diseases highlights the significance of this region in autoreactive responses and potentially shared functional mechanisms in these diseases.


Subject(s)
Alleles , Asian People/genetics , Chromosomes, Human, Pair 22/genetics , Genetic Predisposition to Disease/genetics , Lupus Erythematosus, Systemic/genetics , Population Surveillance , Autoimmune Diseases/diagnosis , Autoimmune Diseases/epidemiology , Autoimmune Diseases/genetics , Genetic Predisposition to Disease/epidemiology , Genome-Wide Association Study/methods , Humans , Lupus Erythematosus, Systemic/diagnosis , Lupus Erythematosus, Systemic/epidemiology , Risk Factors
4.
Hum Mol Genet ; 24(1): 274-84, 2015 Jan 01.
Article in English | MEDLINE | ID: mdl-25149475

ABSTRACT

Systemic lupus erythematosus (SLE) is a prototypic autoimmune disease that affects mainly females. What role the X chromosome plays in the disease has always been an intriguing question. In this study, we examined the genetic variants on the X chromosome through meta-analysis of two genome-wide association studies (GWAS) on SLE on Chinese Han populations. Prominent association signals from the meta-analysis were replicated in 4 additional Asian cohorts, with a total of 5373 cases and 9166 matched controls. We identified a novel variant in PRPS2 on Xp22.3 as associated with SLE with genome-wide significance (rs7062536, OR = 0.84, P = 1.00E-08). Association of the L1CAM-MECP2 region with SLE was reported previously. In this study, we identified independent contributors in this region in NAA10 (rs2071128, OR = 0.81, P = 2.19E-13) and TMEM187 (rs17422, OR = 0.75, P = 1.47E-15), in addition to replicating the association from IRAK1-MECP2 region (rs1059702, OR = 0.71, P = 2.40E-18) in Asian cohorts. The X-linked susceptibility variants showed higher effect size in males than that in females, similar to results from a genome-wide survey of associated SNPs on the autosomes. These results suggest that susceptibility genes identified on the X chromosome, while contributing to disease predisposition, might not contribute significantly to the female predominance of this prototype autoimmune disease.


Subject(s)
Asian People/genetics , Chromosomes, Human, X/genetics , Genes, X-Linked , Lupus Erythematosus, Systemic/genetics , Ribose-Phosphate Pyrophosphokinase/genetics , China , Female , Genome-Wide Association Study , Humans , Male , Polymorphism, Single Nucleotide
5.
Hum Mol Genet ; 23(2): 524-33, 2014 Jan 15.
Article in English | MEDLINE | ID: mdl-24001599

ABSTRACT

Systemic lupus erythematosus (SLE) has a complex etiology and is affected by both genetic and environmental factors. Although more than 40 loci have shown robust association with SLE, the details of these loci, such as the independent contributors and the genes involved, are still unclear. In this study, we performed meta-analysis of two existing genome-wide association studies (GWASs) on Chinese Han populations from Hong Kong and Anhui, China, and followed the findings by further replication on three additional Chinese and Thailand cohorts with a total of 4254 cases and 6262 controls matched geographically and ethnically. We discovered multiple susceptibility variants for SLE in the 11q23.3 region, including variants in/near PHLDB1 (rs11603023, P(_combined) = 1.25E-08, OR = 1.20), DDX6 (rs638893, P(_combined) = 5.19E-07, OR = 1.22) and CXCR5 (rs10892301, P(_combined) = 2.51E-08, OR = 0.85). Genetic contributions from the newly identified variants were all independent of SNP rs4639966, whose association was reported from the previous GWAS. In addition, the three newly identified variants all showed independent association with the disease through modeling by both stepwise and conditional logistic regression. The presence of multiple independent variants in this region emphasizes its role in SLE susceptibility, and also hints the possibility that distinct biological mechanisms might be involved in the disease involving this genomic region.


Subject(s)
Chromosomes, Human, Pair 11 , DEAD-box RNA Helicases/genetics , Intracellular Signaling Peptides and Proteins/genetics , Lupus Erythematosus, Systemic/genetics , Nerve Tissue Proteins/genetics , Polymorphism, Single Nucleotide , Proto-Oncogene Proteins/genetics , Receptors, CXCR5/genetics , Asian People/genetics , Case-Control Studies , Genetic Predisposition to Disease , Genetic Variation , Genome-Wide Association Study , Humans , Logistic Models , Lupus Erythematosus, Systemic/diagnosis
6.
Ann Hum Genet ; 77(4): 344-50, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23614478

ABSTRACT

T-helper cells that produce IL-17 (Th17 cells) are a subset of CD4(+) T-cells with pathological roles in autoimmune diseases including systemic lupus erythematosus (SLE), and ETS1 is a negative regulator of Th17 cell differentiation. Our previous work on genome-wide association study (GWAS) identified two variants in the ETS1 gene (rs10893872 and rs1128334) as being associated with SLE. However, like many other risk alleles for complex diseases, little is known on how these genetic variants might affect disease pathogenesis. In this study, we examined serum IL-17 levels from 283 SLE cases and observed a significant correlation between risk variants in ETS1 and serum IL-17 concentration in patients, which suggests a potential mechanistic link between these variants and the disease. Furthermore, we found that the two variants act synergistically in influencing IL-17 production, with evidence of significant genetic interaction between them as well as higher correlation between the haplotype formed by the risk alleles and IL-17 level in patient serum. In addition, the correlation between ETS1 variants and IL-17 level seems to be more significant in SLE patients manifesting renal involvement, dsDNA autoantibody production or early-onset.


Subject(s)
Epistasis, Genetic , Genetic Predisposition to Disease , Genetic Variation , Interleukin-17/blood , Lupus Erythematosus, Systemic/blood , Lupus Erythematosus, Systemic/genetics , Proto-Oncogene Protein c-ets-1/genetics , Adolescent , Adult , Alleles , Case-Control Studies , Genetic Association Studies , Haplotypes , Hong Kong/epidemiology , Humans , Lupus Erythematosus, Systemic/epidemiology , Odds Ratio , Prevalence , Young Adult
7.
Am J Hum Genet ; 92(1): 41-51, 2013 Jan 10.
Article in English | MEDLINE | ID: mdl-23273568

ABSTRACT

Systemic lupus erythematosus (SLE) is a prototype autoimmune disease with a strong genetic involvement and ethnic differences. Susceptibility genes identified so far only explain a small portion of the genetic heritability of SLE, suggesting that many more loci are yet to be uncovered for this disease. In this study, we performed a meta-analysis of genome-wide association studies on SLE in Chinese Han populations and followed up the findings by replication in four additional Asian cohorts with a total of 5,365 cases and 10,054 corresponding controls. We identified genetic variants in or near CDKN1B, TET3, CD80, DRAM1, and ARID5B as associated with the disease. These findings point to potential roles of cell-cycle regulation, autophagy, and DNA demethylation in SLE pathogenesis. For the region involving TET3 and that involving CDKN1B, multiple independent SNPs were identified, highlighting a phenomenon that might partially explain the missing heritability of complex diseases.


Subject(s)
B7-1 Antigen/genetics , Cyclin-Dependent Kinase Inhibitor p27/genetics , DNA-Binding Proteins/genetics , Dioxygenases/genetics , Genetic Predisposition to Disease , Lupus Erythematosus, Systemic/genetics , Proteins/genetics , Transcription Factors/genetics , Asian People/genetics , Genome-Wide Association Study , Humans , Lupus Erythematosus, Systemic/ethnology , Membrane Proteins , Polymorphism, Single Nucleotide
8.
Rheumatology (Oxford) ; 52(2): 337-45, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23038697

ABSTRACT

OBJECTIVE: This study aims to identify the existence of, and relationship between autoantibody clusters and clinical subsets in Chinese SLE patients. METHODS: Data from 1928 SLE patients from Hong Kong were analysed. Using cluster analysis, patients were grouped by autoantibodies into clusters. The frequencies of various clinical manifestations were then compared between each cluster. Separate association analyses between individual autoantibodies and clinical manifestations as well as between clinical manifestations were also performed without any prior clustering. RESULTS: Three separate autoantibody clusters were identified, each with significantly different clinical manifestations. Cluster 1 was characterized by anti-dsDNA and the greatest prevalence of renal disorder but the lowest frequencies of other clinical manifestations. Cluster 2 was represented by the predominance of anti-Smith, anti-RNP and aPL, with greater prevalence of malar rash, oral ulcers, arthritis and serositis. Cluster 3 was characterized by anti-Ro and anti-La with greater prevalence of discoid rash, photosensitivity and haematological involvement. Individual association analysis also revealed similar findings. Patients of clusters 2 and 3 were more closely related, while cluster 1 was more distinct, associated with renal disorder only and negatively associated or not associated with other manifestations. CONCLUSION: We conclude that autoantibody clustering and clinical subsets exist in SLE patients of our locality. These clusters may be viewed as a bipolar spectrum of related autoantibody and clinical manifestations. At one end are patients with over-representation of anti-dsDNA and renal disorder, while at the other end are two distinct autoantibody clusters (anti-Sm/anti-RNP/aPL and anti-Ro/anti-La) with overlapping of other clinical manifestations.


Subject(s)
Autoantibodies/blood , Lupus Erythematosus, Systemic/immunology , Adolescent , Adult , Antibodies, Antinuclear/blood , Asian People/ethnology , Cluster Analysis , Cross-Sectional Studies , Female , Hong Kong/epidemiology , Humans , Lupus Erythematosus, Systemic/ethnology , Male , Prevalence , Retrospective Studies , Young Adult
9.
Hum Mol Genet ; 20(3): 601-7, 2011 Feb 01.
Article in English | MEDLINE | ID: mdl-21044949

ABSTRACT

Systemic lupus erythematosus (SLE) is an autoimmune disease with a strong genetic involvement. The susceptibility genes identified so far can only explain a small proportion of disease heritability. Through a genome-wide association in a Hong Kong Chinese cohort and subsequent replication in two other Asian populations, with a total of 3164 patients and 4482 matched controls, we identified association of ELF1 (E74-like factor 1) with SLE (rs7329174, OR = 1.26, joint P= 1.47 × 10(-8)). ELF1 belongs to the ETS family of transcription factors and is known to be involved in T cell development and function. Database analysis revealed transcripts making use of three alternative exon1s for this gene. Near equivalent expression levels of distinct transcripts initiated from alternative exon1s were detected in peripheral blood mononuclear cells from both SLE patients and healthy controls. Although a direct association of rs7329174 with the three forms of transcripts for this gene was not detected, these findings support an important role of ELF1 in SLE susceptibility and suggest a potentially tight regulation for the expression of this gene.


Subject(s)
Ephrin-A2/genetics , Lupus Erythematosus, Systemic/genetics , Asian People/genetics , China , Databases, Genetic , Genetic Predisposition to Disease , Genome-Wide Association Study , Genotype , Haplotypes , Hong Kong , Humans , Polymerase Chain Reaction , Polymorphism, Single Nucleotide , Sequence Analysis, DNA , T-Lymphocytes/metabolism , Thailand , Transcription Factors
10.
PLoS Genet ; 6(2): e1000841, 2010 Feb 12.
Article in English | MEDLINE | ID: mdl-20169177

ABSTRACT

Systemic lupus erythematosus is a complex and potentially fatal autoimmune disease, characterized by autoantibody production and multi-organ damage. By a genome-wide association study (320 patients and 1,500 controls) and subsequent replication altogether involving a total of 3,300 Asian SLE patients from Hong Kong, Mainland China, and Thailand, as well as 4,200 ethnically and geographically matched controls, genetic variants in ETS1 and WDFY4 were found to be associated with SLE (ETS1: rs1128334, P = 2.33x10(-11), OR = 1.29; WDFY4: rs7097397, P = 8.15x10(-12), OR = 1.30). ETS1 encodes for a transcription factor known to be involved in a wide range of immune functions, including Th17 cell development and terminal differentiation of B lymphocytes. SNP rs1128334 is located in the 3'-UTR of ETS1, and allelic expression analysis from peripheral blood mononuclear cells showed significantly lower expression level from the risk allele. WDFY4 is a conserved protein with unknown function, but is predominantly expressed in primary and secondary immune tissues, and rs7097397 in WDFY4 changes an arginine residue to glutamine (R1816Q) in this protein. Our study also confirmed association of the HLA locus, STAT4, TNFSF4, BLK, BANK1, IRF5, and TNFAIP3 with SLE in Asians. These new genetic findings may help us to gain a better understanding of the disease and the functions of the genes involved.


Subject(s)
Asian People/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Intracellular Signaling Peptides and Proteins/genetics , Lupus Erythematosus, Systemic/genetics , Polymorphism, Single Nucleotide/genetics , Proto-Oncogene Protein c-ets-1/genetics , Adaptor Proteins, Signal Transducing/genetics , Adult , Alleles , Cohort Studies , DNA-Binding Proteins , Female , Haplotypes/genetics , Humans , Interferon Regulatory Factors/genetics , Leukocytes, Mononuclear/metabolism , Linkage Disequilibrium/genetics , Lupus Erythematosus, Systemic/enzymology , Male , Membrane Proteins/genetics , Nuclear Proteins/genetics , Principal Component Analysis , Reproducibility of Results , STAT4 Transcription Factor/genetics , Tumor Necrosis Factor alpha-Induced Protein 3 , src-Family Kinases/genetics
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