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Genome-wide association scan identifies candidate polymorphisms associated with differential response to anti-TNF treatment in rheumatoid arthritis
Liu, Chunyu; Batliwalla, Franak; Li, Wentian; Lee, Annette; Roubenoff, Ronenn; Beckman, Evan; Khalili, Houman; Damle, Aarti; Kern, Marlena; Furie, Richard; Dupuis, Josee; Plenge, Robert M; Coenen, Marieke J H; Behrens, Timothy W; Carulli, John P; Gregersen, Peter K
The prediction of response (or non-response) to anti-TNF treatment for rheumatoid arthritis (RA) is a pressing clinical problem. We conducted a genome-wide association study using the Illumina HapMap300 SNP chip on 89 RA patients prospectively followed after beginning anti-TNF therapy as part of Autoimmune Biomarkers Collaborative Network (ABCoN [Autoimmune Bio-markers Collaborative Network]) patient cohort. Response to therapy was determined by the change in Disease Activity Score (DAS28) observed after 14 wks. We used a two-part analysis that treated the change in DAS28 as a continuous trait and then incorporated it into a dichotomous trait of 'good responder' and 'nonresponder' by European League Against Rheumatism (EULAR) criteria. We corrected for multiple tests by permutation, and adjusted for potential population stratification using EIGENSTRAT. Multiple single nucleotide polymorphism (SNP) markers showed significant associations near or within loci including: the v-maf musculoaponeurotic fibrosarcoma oncogene homolog B (MAFB) gene on chromosome 20; the type I interferon gene IFNk on chromosome 9; and in a locus on chromosome 7 that includes the paraoxonase I (PON1) gene. An SNP in the IL10 promoter (rs1800896) that was previously reported as associated with anti-TNF response was weakly associated with response in this cohort. Replications of these results in independent and larger data sets clearly are required. We provide a reference list of candidate SNPs (P < 0.01) that can be investigated in future pharmacogenomic studies
PMCID:2443997
PMID: 18615156
ISSN: 1528-3658
CID: 93062
A broad analysis of IL1 polymorphism and rheumatoid arthritis
Johnsen, Alyssa K; Plenge, Robert M; Butty, Vincent; Campbell, Christopher; Dieguez-Gonzalez, Rebeca; Gomez-Reino, Juan J; Shadick, Nancy; Weinblatt, Michael; Gonzalez, Antonio; Gregersen, Peter K; Benoist, Christophe; Mathis, Diane
OBJECTIVE: It has been suggested that polymorphisms in IL1 are correlated with severe and/or erosive rheumatoid arthritis (RA), but the implicated alleles have differed among studies. The aim of this study was to perform a broad and well-powered search for association between allelic polymorphism in IL1A and IL1B and the susceptibility to or severity of RA. METHODS: Key coding and regulatory regions in IL1A and IL1B were sequenced in 24 patients with RA, revealing 4 novel single-nucleotide polymorphisms (SNPs) in IL1B. These and a comprehensive set of 24 SNPs tagging most of the underlying genetic diversity were genotyped in 3 independent RA case-control sample sets and 1 longitudinal RA cohort, totaling 3,561 patients and 3,062 control subjects. RESULTS: No fully significant associations were observed. Analysis of the discovery case-control sample sets indicated a potential association of IL1B promoter region SNPs with susceptibility to RA (for RA3/A, odds ratio [OR] 1.27, P = 0.0021) or with the incidence of radiographic erosions (for RA4/C, OR 1.56, P = 0.036), but these findings were not replicated in independent case-control samples. No association with rheumatoid factor, anti-cyclic citrullinated peptide, or the Disease Activity Score in 28 joints was found. None of the associations previously observed in other studies were replicated here. CONCLUSION: In spite of a broad and highly powered study, we observed no robust, reproducible association between IL1A/B variants and the susceptibility to or severity of RA in white individuals of European descent. Our results provide evidence that, in the majority of cases, polymorphism in IL1A and IL1B is not a major contributor to genetic susceptibility to RA
PMCID:2533126
PMID: 18576312
ISSN: 0004-3591
CID: 93089
A large-scale rheumatoid arthritis genetic study identifies association at chromosome 9q33.2
Chang, Monica; Rowland, Charles M; Garcia, Veronica E; Schrodi, Steven J; Catanese, Joseph J; van der Helm-van Mil, Annette H M; Ardlie, Kristin G; Amos, Christopher I; Criswell, Lindsey A; Kastner, Daniel L; Gregersen, Peter K; Kurreeman, Fina A S; Toes, Rene E M; Huizinga, Tom W J; Seldin, Michael F; Begovich, Ann B
Rheumatoid arthritis (RA) is a chronic, systemic autoimmune disease affecting both joints and extra-articular tissues. Although some genetic risk factors for RA are well-established, most notably HLA-DRB1 and PTPN22, these markers do not fully account for the observed heritability. To identify additional susceptibility loci, we carried out a multi-tiered, case-control association study, genotyping 25,966 putative functional SNPs in 475 white North American RA patients and 475 matched controls. Significant markers were genotyped in two additional, independent, white case-control sample sets (661 cases/1322 controls from North America and 596 cases/705 controls from The Netherlands) identifying a SNP, rs1953126, on chromosome 9q33.2 that was significantly associated with RA (OR(common) = 1.28, trend P(comb) = 1.45E-06). Through a comprehensive fine-scale-mapping SNP-selection procedure, 137 additional SNPs in a 668 kb region from MEGF9 to STOM on 9q33.2 were chosen for follow-up genotyping in a staged-approach. Significant single marker results (P(comb)<0.01) spanned a large 525 kb region from FBXW2 to GSN. However, a variety of analyses identified SNPs in a 70 kb region extending from the third intron of PHF19 across TRAF1 into the TRAF1-C5 intergenic region, but excluding the C5 coding region, as the most interesting (trend P(comb): 1.45E-06 --> 5.41E-09). The observed association patterns for these SNPs had heightened statistical significance and a higher degree of consistency across sample sets. In addition, the allele frequencies for these SNPs displayed reduced variability between control groups when compared to other SNPs. Lastly, in combination with the other two known genetic risk factors, HLA-DRB1 and PTPN22, the variants reported here generate more than a 45-fold RA-risk differential
PMCID:2481282
PMID: 18648537
ISSN: 1553-7404
CID: 93088
The inflammatory disease-associated variants in IL12B and IL23R are not associated with rheumatoid arthritis
Chang, Monica; Saiki, Randall K; Cantanese, Joseph J; Lew, David; van der Helm-van Mil, Annette H M; Toes, Rene E M; Huizinga, Thomas W J; Ardlie, Kristin G; Criswell, Lindsey A; Seldin, Michael F; Amos, Christopher I; Kastner, Daniel L; Gregersen, Peter K; Schrodi, Steven J; Begovich, Ann B
PMCID:3074497
PMID: 18512797
ISSN: 0004-3591
CID: 93091
Specificity of the STAT4 genetic association for severe disease manifestations of systemic lupus erythematosus
Taylor, Kimberly E; Remmers, Elaine F; Lee, Annette T; Ortmann, Ward A; Plenge, Robert M; Tian, Chao; Chung, Sharon A; Nititham, Joanne; Hom, Geoffrey; Kao, Amy H; Demirci, F Yesim; Kamboh, M Ilyas; Petri, Michelle; Manzi, Susan; Kastner, Daniel L; Seldin, Michael F; Gregersen, Peter K; Behrens, Timothy W; Criswell, Lindsey A
Systemic lupus erythematosus (SLE) is a genetically complex disease with heterogeneous clinical manifestations. A polymorphism in the STAT4 gene has recently been established as a risk factor for SLE, but the relationship with specific SLE subphenotypes has not been studied. We studied 137 SNPs in the STAT4 region genotyped in 4 independent SLE case series (total n = 1398) and 2560 healthy controls, along with clinical data for the cases. Using conditional testing, we confirmed the most significant STAT4 haplotype for SLE risk. We then studied a SNP marking this haplotype for association with specific SLE subphenotypes, including autoantibody production, nephritis, arthritis, mucocutaneous manifestations, and age at diagnosis. To prevent possible type-I errors from population stratification, we reanalyzed the data using a subset of subjects determined to be most homogeneous based on principal components analysis of genome-wide data. We confirmed that four SNPs in very high LD (r(2) = 0.94 to 0.99) were most strongly associated with SLE, and there was no compelling evidence for additional SLE risk loci in the STAT4 region. SNP rs7574865 marking this haplotype had a minor allele frequency (MAF) = 31.1% in SLE cases compared with 22.5% in controls (OR = 1.56, p = 10(-16)). This SNP was more strongly associated with SLE characterized by double-stranded DNA autoantibodies (MAF = 35.1%, OR = 1.86, p<10(-19)), nephritis (MAF = 34.3%, OR = 1.80, p<10(-11)), and age at diagnosis<30 years (MAF = 33.8%, OR = 1.77, p<10(-13)). An association with severe nephritis was even more striking (MAF = 39.2%, OR = 2.35, p<10(-4) in the homogeneous subset of subjects). In contrast, STAT4 was less strongly associated with oral ulcers, a manifestation associated with milder disease. We conclude that this common polymorphism of STAT4 contributes to the phenotypic heterogeneity of SLE, predisposing specifically to more severe disease
PMCID:2377340
PMID: 18516230
ISSN: 1553-7404
CID: 93090
Several regions in the major histocompatibility complex confer risk for anti-CCP-antibody positive rheumatoid arthritis, independent of the DRB1 locus
Lee, Hye-Soon; Lee, Annette T; Criswell, Lindsey A; Seldin, Michael F; Amos, Christopher I; Carulli, John P; Navarrete, Cristina; Remmers, Elaine F; Kastner, Daniel L; Plenge, Robert M; Li, Wentian; Gregersen, Peter K
Recent evidence suggests that additional risk loci for RA are present in the major histocompatibility complex (MHC), independent of the class II HLA-DRB1 locus. We have now tested a total of 1,769 SNPs across 7.5Mb of the MHC located from 6p22.2 (26.03 Mb) to 6p21.32 (33.59 Mb) derived from the Illumina 550K Beadchip (Illumina, San Diego, CA, USA). For an initial analysis in the whole dataset (869 RA CCP + cases, 1,193 controls), the strongest association signal was observed in markers near the HLA-DRB1 locus, with additional evidence for association extending out into the Class I HLA region. To avoid confounding that may arise due to linkage disequilibrium with DRB1 alleles, we analyzed a subset of the data by matching cases and controls by DRB1 genotype (both alleles matched 1:1), yielding a set of 372 cases with 372 controls. This analysis revealed the presence of at least two regions of association with RA in the Class I region, independent of DRB1 genotype. SNP alleles found on the conserved A1-B8-DR3 (8.1) haplotype show the strongest evidence of positive association (P ~ 0.00005) clustered in the region around the HLA-C locus. In addition, we identified risk alleles that are not present on the 8.1 haplotype, with maximal association signals (P ~ 0.001-0.0027) located near the ZNF311 locus. This latter association is enriched in DRB1*0404 individuals. Finally, several additional association signals were found in the extreme centromeric portion of the MHC, in regions containing the DOB1, TAP2, DPB1, and COL11A2 genes. These data emphasize that further analysis of the MHC is likely to reveal genetic risk factors for rheumatoid arthritis that are independent of the DRB1 shared epitope alleles
PMCID:2255558
PMID: 18309376
ISSN: 1076-1551
CID: 93095
Genome-wide association study provides evidence for a breast cancer risk locus at 6q22.33
Gold, Bert; Kirchhoff, Tomas; Stefanov, Stefan; Lautenberger, James; Viale, Agnes; Garber, Judy; Friedman, Eitan; Narod, Steven; Olshen, Adam B; Gregersen, Peter; Kosarin, Kristi; Olsh, Adam; Bergeron, Julie; Ellis, Nathan A; Klein, Robert J; Clark, Andrew G; Norton, Larry; Dean, Michael; Boyd, Jeff; Offit, Kenneth
We performed a three-phase genome-wide association study (GWAS) using cases and controls from a genetically isolated population, Ashkenazi Jews (AJ), to identify loci associated with breast cancer risk. In the first phase, we compared allele frequencies of 150,080 SNPs in 249 high-risk, BRCA1/2 mutation-negative AJ familial cases and 299 cancer-free AJ controls using chi(2) and the Cochran-Armitage trend tests. In the second phase, we genotyped 343 SNPs from 123 regions most significantly associated from stage 1, including 4 SNPs from the FGFR2 region, in 950 consecutive AJ breast cancer cases and 979 age-matched AJ controls. We replicated major associations in a third independent set of 243 AJ cases and 187 controls. We obtained a significant allele P value of association with AJ breast cancer in the FGFR2 region (P = 1.5 x 10(-5), odds ratio (OR) 1.26, 95% confidence interval (CI) 1.13-1.40 at rs1078806 for all phases combined). In addition, we found a risk locus in a region of chromosome 6q22.33 (P = 2.9 x 10(-8), OR 1.41, 95% CI 1.25-1.59 at rs2180341). Using several SNPs at each implicated locus, we were able to verify associations and impute haplotypes. The major haplotype at the 6q22.33 locus conferred protection from disease, whereas the minor haplotype conferred risk. Candidate genes in the 6q22.33 region include ECHDC1, which encodes a protein involved in mitochondrial fatty acid oxidation, and also RNF146, which encodes a ubiquitin protein ligase, both known pathways in breast cancer pathogenesis
PMCID:2393811
PMID: 18326623
ISSN: 1091-6490
CID: 128895
Biological significance of anti-cyclic citrullinated peptide antibody in rheumatoid arthritis [Letter]
Roubenoff, Ronenn; Beckman, Evan; Weinblatt, Michael; Shadick, Nancy; Gregersen, Peter K
PMID: 18316760
ISSN: 1539-3704
CID: 93094
Association of systemic lupus erythematosus with C8orf13-BLK and ITGAM-ITGAX
Hom, Geoffrey; Graham, Robert R; Modrek, Barmak; Taylor, Kimberly E; Ortmann, Ward; Garnier, Sophie; Lee, Annette T; Chung, Sharon A; Ferreira, Ricardo C; Pant, P V Krishna; Ballinger, Dennis G; Kosoy, Roman; Demirci, F Yesim; Kamboh, M Ilyas; Kao, Amy H; Tian, Chao; Gunnarsson, Iva; Bengtsson, Anders A; Rantapaa-Dahlqvist, Solbritt; Petri, Michelle; Manzi, Susan; Seldin, Michael F; Ronnblom, Lars; Syvanen, Ann-Christine; Criswell, Lindsey A; Gregersen, Peter K; Behrens, Timothy W
BACKGROUND: Systemic lupus erythematosus (SLE) is a clinically heterogeneous disease in which the risk of disease is influenced by complex genetic and environmental contributions. Alleles of HLA-DRB1, IRF5, and STAT4 are established susceptibility genes; there is strong evidence for the existence of additional risk loci. METHODS: We genotyped more than 500,000 single-nucleotide polymorphisms (SNPs) in DNA samples from 1311 case subjects with SLE and 1783 control subjects; all subjects were North Americans of European descent. Genotypes from 1557 additional control subjects were obtained from public data repositories. We measured the association between the SNPs and SLE after applying strict quality-control filters to reduce technical artifacts and to correct for the presence of population stratification. Replication of the top loci was performed in 793 case subjects and 857 control subjects from Sweden. RESULTS: Genetic variation in the region upstream from the transcription initiation site of the gene encoding B lymphoid tyrosine kinase (BLK) and C8orf13 (chromosome 8p23.1) was associated with disease risk in both the U.S. and Swedish case-control series (rs13277113; odds ratio, 1.39; P=1x10(-10)) and also with altered levels of messenger RNA in B-cell lines. In addition, variants on chromosome 16p11.22, near the genes encoding integrin alpha M (ITGAM, or CD11b) and integrin alpha X (ITGAX), were associated with SLE in the combined sample (rs11574637; odds ratio, 1.33; P=3x10(-11)). CONCLUSIONS: We identified and then confirmed through replication two new genetic loci for SLE: a promoter-region allele associated with reduced expression of BLK and increased expression of C8orf13 and variants in the ITGAM-ITGAX region
PMID: 18204098
ISSN: 1533-4406
CID: 93098
Genome-wide association scan in women with systemic lupus erythematosus identifies susceptibility variants in ITGAM, PXK, KIAA1542 and other loci
Harley, John B; Alarcon-Riquelme, Marta E; Criswell, Lindsey A; Jacob, Chaim O; Kimberly, Robert P; Moser, Kathy L; Tsao, Betty P; Vyse, Timothy J; Langefeld, Carl D; Nath, Swapan K; Guthridge, Joel M; Cobb, Beth L; Mirel, Daniel B; Marion, Miranda C; Williams, Adrienne H; Divers, Jasmin; Wang, Wei; Frank, Summer G; Namjou, Bahram; Gabriel, Stacey B; Lee, Annette T; Gregersen, Peter K; Behrens, Timothy W; Taylor, Kimberly E; Fernando, Michelle; Zidovetzki, Raphael; Gaffney, Patrick M; Edberg, Jeffrey C; Rioux, John D; Ojwang, Joshua O; James, Judith A; Merrill, Joan T; Gilkeson, Gary S; Seldin, Michael F; Yin, Hong; Baechler, Emily C; Li, Quan-Zhen; Wakeland, Edward K; Bruner, Gail R; Kaufman, Kenneth M; Kelly, Jennifer A
Systemic lupus erythematosus (SLE) is a common systemic autoimmune disease with complex etiology but strong clustering in families (lambda(S) = approximately 30). We performed a genome-wide association scan using 317,501 SNPs in 720 women of European ancestry with SLE and in 2,337 controls, and we genotyped consistently associated SNPs in two additional independent sample sets totaling 1,846 affected women and 1,825 controls. Aside from the expected strong association between SLE and the HLA region on chromosome 6p21 and the previously confirmed non-HLA locus IRF5 on chromosome 7q32, we found evidence of association with replication (1.1 x 10(-7) < P(overall) < 1.6 x 10(-23); odds ratio = 0.82-1.62) in four regions: 16p11.2 (ITGAM), 11p15.5 (KIAA1542), 3p14.3 (PXK) and 1q25.1 (rs10798269). We also found evidence for association (P < 1 x 10(-5)) at FCGR2A, PTPN22 and STAT4, regions previously associated with SLE and other autoimmune diseases, as well as at > or =9 other loci (P < 2 x 10(-7)). Our results show that numerous genes, some with known immune-related functions, predispose to SLE
PMCID:3712260
PMID: 18204446
ISSN: 1546-1718
CID: 93097