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1.  A Genome-Wide Analysis of Populations from European Russia Reveals a New Pole of Genetic Diversity in Northern Europe 
PLoS ONE  2013;8(3):e58552.
Several studies examined the fine-scale structure of human genetic variation in Europe. However, the European sets analyzed represent mainly northern, western, central, and southern Europe. Here, we report an analysis of approximately 166,000 single nucleotide polymorphisms in populations from eastern (northeastern) Europe: four Russian populations from European Russia, and three populations from the northernmost Finno-Ugric ethnicities (Veps and two contrast groups of Komi people). These were compared with several reference European samples, including Finns, Estonians, Latvians, Poles, Czechs, Germans, and Italians. The results obtained demonstrated genetic heterogeneity of populations living in the region studied. Russians from the central part of European Russia (Tver, Murom, and Kursk) exhibited similarities with populations from central–eastern Europe, and were distant from Russian sample from the northern Russia (Mezen district, Archangelsk region). Komi samples, especially Izhemski Komi, were significantly different from all other populations studied. These can be considered as a second pole of genetic diversity in northern Europe (in addition to the pole, occupied by Finns), as they had a distinct ancestry component. Russians from Mezen and the Finnic-speaking Veps were positioned between the two poles, but differed from each other in the proportions of Komi and Finnic ancestries. In general, our data provides a more complete genetic map of Europe accounting for the diversity in its most eastern (northeastern) populations.
doi:10.1371/journal.pone.0058552
PMCID: PMC3591355  PMID: 23505534
2.  Classical HLA-DRB1 and DPB1 Alleles Account for HLA Associations with Primary Biliary Cirrhosis 
Genes and immunity  2012;13(6):461-468.
Susceptibility to primary biliary cirrhosis (PBC) is strongly associated with HLA region polymorphisms. To determine if associations can be explained by classical HLA determinants we studied Italian 676 cases and 1440 controls with genotyped with dense single nucleotide polymorphisms (SNPs) for which classical HLA alleles and amino acids were imputed. Although previous genome-wide association studies and our results show stronger SNP associations near DQB1, we demonstrate that the HLA signals can be attributed to classical DRB1 and DPB1 genes. Strong support for the predominant role of DRB1 is provided by our conditional analyses. We also demonstrate an independent association of DPB1. Specific HLA-DRB1 genes (*08, *11 and *14) account for most of the DRB1 association signal. Consistent with previous studies, DRB1*08 (p = 1.59 × 10−11) was the strongest predisposing allele where as DRB1*11 (p = 1.42 × 10−10) was protective. Additionally DRB1*14 and the DPB1 association (DPB1*03:01) (p = 9.18 × 10−7) were predisposing risk alleles. No signal was observed in the HLA class 1 or class 3 regions. These findings better define the association of PBC with HLA and specifically support the role of classical HLA-DRB1 and DPB1 genes and alleles in susceptibility to PBC.
doi:10.1038/gene.2012.17
PMCID: PMC3423484  PMID: 22573116
genetic risk; risk allele; imputation; antigen binding pocket; autoimmune disease
3.  PTGER4 Expression-Modulating Polymorphisms in the 5p13.1 Region Predispose to Crohn's Disease and Affect NF-κB and XBP1 Binding Sites 
PLoS ONE  2012;7(12):e52873.
Background
Genome-wide association studies identified a PTGER4 expression-modulating region on chromosome 5p13.1 as Crohn's disease (CD) susceptibility region. The study aim was to test this association in a large cohort of patients with inflammatory bowel disease (IBD) and to elucidate genotypic and phenotypic interactions with other IBD genes.
Methodology/Principal Findings
A total of 7073 patients and controls were genotyped: 844 CD and 471 patients with ulcerative colitis and 1488 controls were analyzed for the single nucleotide polymorphisms (SNPs) rs4495224 and rs7720838 on chromosome 5p13.1. The study included two replication cohorts of North American (CD: n = 684; controls: n = 1440) and of German origin (CD: n = 1098; controls: n = 1048). Genotype-phenotype, epistasis and transcription factor binding analyses were performed. In the discovery cohort, an association of rs4495224 (p = 4.10×10−5; 0.76 [0.67–0.87]) and of rs7720838 (p = 6.91×10−4; 0.81 [0.71–0.91]) with susceptibility to CD was demonstrated. These associations were confirmed in both replication cohorts. In silico analysis predicted rs4495224 and rs7720838 as essential parts of binding sites for the transcription factors NF-κB and XBP1 with higher binding scores for carriers of the CD risk alleles, providing an explanation of how these SNPs might contribute to increased PTGER4 expression. There was no association of the PTGER4 SNPs with IBD phenotypes. Epistasis detected between 5p13.1 and ATG16L1 for CD susceptibility in the discovery cohort (p = 5.99×10−7 for rs7720838 and rs2241880) could not be replicated in both replication cohorts arguing against a major role of this gene-gene interaction in the susceptibility to CD.
Conclusions/Significance
We confirmed 5p13.1 as a major CD susceptibility locus and demonstrate by in silico analysis rs4495224 and rs7720838 as part of binding sites for NF-κB and XBP1. Further functional studies are necessary to confirm the results of our in silico analysis and to analyze if changes in PTGER4 expression modulate CD susceptibility.
doi:10.1371/journal.pone.0052873
PMCID: PMC3531335  PMID: 23300802
4.  Genetic Variation in the Epidermal Transglutaminase Genes Is Not Associated with Atopic Dermatitis 
PLoS ONE  2012;7(11):e49694.
Background
Atopic dermatitis (AD) is a common chronic inflammatory skin disorder where epidermal barrier dysfunction is a major factor in the pathogenesis. The identification of AD susceptibility genes related to barrier dysfunction is therefore of importance. The epidermal transglutaminases (TGM1, TGM3 and TGM5) encodes essential cross-linking enzymes in the epidermis.
Objective
To determine whether genetic variability in the epidermal transglutaminases contributes to AD susceptibility.
Methods
Forty-seven single nucleotide polymorphisms (SNPs) in the TGM1, TGM3 and TGM5 gene region were tested for genetic association with AD, independently and in relation to FLG genotype, using a pedigree disequilibrium test (PDT) in a Swedish material consisting of 1753 individuals from 539 families. In addition, a German case-control material, consisting of 533 AD cases and 1996 controls, was used for in silico analysis of the epidermal TGM regions. Gene expression of the TGM1, TGM3 and TGM5 gene was investigated by relative quantification with Real Time PCR (qRT-PCR). Immunohistochemical (IHC) analysis was performed to detect TG1, TG3 and TG5 protein expression in the skin of patients and healthy controls.
Results
PDT analysis identified a significant association between the TGM1 SNP rs941505 and AD with allergen-specific IgE in the Swedish AD family material. However, the association was not replicated in the German case-control material. No significant association was detected for analyzed SNPs in relation to FLG genotype. TG1, TG3 and TG5 protein expression was detected in AD skin and a significantly increased TGM3 mRNA expression was observed in lesional skin by qRT-PCR.
Conclusion
Although TGM1 and TGM3 may be differentially expressed in AD skin, the results from the genetic analysis suggest that genetic variation in the epidermal transglutaminases is not an important factor in AD susceptibility.
doi:10.1371/journal.pone.0049694
PMCID: PMC3506648  PMID: 23189155
5.  Targeted enrichment of genomic DNA regions for next-generation sequencing 
Briefings in Functional Genomics  2011;10(6):374-386.
In this review, we discuss the latest targeted enrichment methods and aspects of their utilization along with second-generation sequencing for complex genome analysis. In doing so, we provide an overview of issues involved in detecting genetic variation, for which targeted enrichment has become a powerful tool. We explain how targeted enrichment for next-generation sequencing has made great progress in terms of methodology, ease of use and applicability, but emphasize the remaining challenges such as the lack of even coverage across targeted regions. Costs are also considered versus the alternative of whole-genome sequencing which is becoming ever more affordable. We conclude that targeted enrichment is likely to be the most economical option for many years to come in a range of settings.
doi:10.1093/bfgp/elr033
PMCID: PMC3245553  PMID: 22121152
targeted enrichment; next-generation sequencing; genome partitioning; exome; genetic variation
6.  Microbial Exposure During Early Life Has Persistent Effects on Natural Killer T Cell Function 
Science (New York, N.Y.)  2012;336(6080):489-493.
Exposure to microbes during early childhood is associated with protection from immune-mediated diseases such as inflammatory bowel disease (IBD) and asthma. Here, we show that in germ-free (GF) mice, invariant natural killer T (iNKT) cells accumulate in the colonic lamina propria and lung, resulting in increased morbidity in models of IBD and allergic asthma as compared with that of specific pathogen-free mice. This was associated with increased intestinal and pulmonary expression of the chemokine ligand CXCL16, which was associated with increased mucosal iNKT cells. Colonization of neonatal—but not adult—GF mice with a conventional microbiota protected the animals from mucosal iNKT accumulation and related pathology. These results indicate that age-sensitive contact with commensal microbes is critical for establishing mucosal iNKT cell tolerance to later environmental exposures.
doi:10.1126/science.1219328
PMCID: PMC3437652  PMID: 22442383
7.  Leveraging Ethnic Group Incidence Variation to Investigate Genetic Susceptibility to Glioma: A Novel Candidate SNP Approach 
Frontiers in Genetics  2012;3:203.
Objectives: Using a novel candidate SNP approach, we aimed to identify a possible genetic basis for the higher glioma incidence in Whites relative to East Asians and African-Americans. Methods:  We hypothesized that genetic regions containing SNPs with extreme differences in allele frequencies across ethnicities are most likely to harbor susceptibility variants. We used International HapMap Project data to identify 3,961 candidate SNPs with the largest allele frequency differences in Whites compared to East Asians and Africans and tested these SNPs for association with glioma risk in a set of White cases and controls. Top SNPs identified in the discovery dataset were tested for association with glioma in five independent replication datasets. Results: No SNP achieved statistical significance in either the discovery or replication datasets after accounting for multiple testing or conducting meta-analysis. However, the most strongly associated SNP, rs879471, was found to be in linkage disequilibrium with a previously identified risk SNP, rs6010620, in RTEL1. We estimate rs6010620 to account for a glioma incidence rate ratio of 1.34 for Whites relative to East Asians. Conclusion: We explored genetic susceptibility to glioma using a novel candidate SNP method which may be applicable to other diseases with appropriate epidemiologic patterns.
doi:10.3389/fgene.2012.00203
PMCID: PMC3469791  PMID: 23091480
glioma; candidate SNP association study; ancestry informative markers; admixture; race; ethnicity; brain cancer
8.  Genome-wide meta-analysis of Psoriatic Arthritis Identifies Susceptibility Locus at REL 
Psoriatic arthritis (PsA) is a chronic inflammatory musculoskeletal disease affecting up to 30% of psoriasis vulgaris (PsV) cases and approximately 0.25% to 1% of the general population. To identify common susceptibility loci, we performed a meta-analysis of three imputed genome-wide association studies (GWAS) on psoriasis, stratified for PsA. A total of 1,160,703 SNPs were analyzed in the discovery set consisting of 535 PsA cases and 3,432 controls from Germany, the United States and Canada. We followed up two SNPs in 1,931 PsA cases and 6,785 controls comprising six independent replication panels from Germany, Estonia, the United States and Canada. In the combined analysis, a genome-wide significant association was detected at 2p16 near the REL locus encoding c-Rel (rs13017599, P=1.18×10−8, OR=1.27, 95% CI=1.18–1.35). The rs13017599 polymorphism is known to associate with rheumatoid arthritis (RA), and another SNP near REL (rs702873) was recently implicated in PsV susceptibility. However, conditional analysis indicated that rs13017599, rather than rs702873, accounts for the PsA association at REL. We hypothesize that c-Rel, as a member of the Rel/NF-κB family, is associated with PsA in the context of disease pathways that involve other identified PsA and PsV susceptibility genes including TNIP1, TNFAIP3 and NFκBIA.
doi:10.1038/jid.2011.415
PMCID: PMC3305829  PMID: 22170493
9.  Limited Evidence for Parent-of-Origin Effects in Inflammatory Bowel Disease Associated Loci 
PLoS ONE  2012;7(9):e45287.
Background
Genome-wide association studies of two main forms of inflammatory bowel diseases (IBD), Crohn’s disease (CD) and ulcerative colitis (UC), have identified 99 susceptibility loci, but these explain only ∼23% of the genetic risk. Part of the ‘hidden heritability’ could be in transmissible genetic effects in which mRNA expression in the offspring depends on the parental origin of the allele (genomic imprinting), since children whose mothers have CD are more often affected than children with affected fathers. We analyzed parent-of-origin (POO) effects in Dutch and Indian cohorts of IBD patients.
Methods
We selected 28 genetic loci associated with both CD and UC, and tested them for POO effects in 181 Dutch IBD case-parent trios. Three susceptibility variants in NOD2 were tested in 111 CD trios and a significant finding was re-evaluated in 598 German trios. The UC-associated gene, BTNL2, reportedly imprinted, was tested in 70 Dutch UC trios. Finally, we used 62 independent Indian UC trios to test POO effects of five established Indian UC risk loci.
Results
We identified POO effects for NOD2 (L1007fs; OR = 21.0, P-value = 0.013) for CD; these results could not be replicated in an independent cohort (OR = 0.97, P-value = 0.95). A POO effect in IBD was observed for IL12B (OR = 3.2, P-value = 0.019) and PRDM1 (OR = 5.6, P-value = 0.04). In the Indian trios the IL10 locus showed a POO effect (OR = 0.2, P-value = 0.03).
Conclusions
Little is known about the effect of genomic imprinting in complex diseases such as IBD. We present limited evidence for POO effects for the tested IBD loci. POO effects explain part of the hidden heritability for complex genetic diseases but need to be investigated further.
doi:10.1371/journal.pone.0045287
PMCID: PMC3459955  PMID: 23028907
10.  Accurate variant detection across non-amplified and whole genome amplified DNA using targeted next generation sequencing 
BMC Genomics  2012;13:500.
Background
Many hypothesis-driven genetic studies require the ability to comprehensively and efficiently target specific regions of the genome to detect sequence variations. Often, sample availability is limited requiring the use of whole genome amplification (WGA). We evaluated a high-throughput microdroplet-based PCR approach in combination with next generation sequencing (NGS) to target 384 discrete exons from 373 genes involved in cancer. In our evaluation, we compared the performance of six non-amplified gDNA samples from two HapMap family trios. Three of these samples were also preamplified by WGA and evaluated. We tested sample pooling or multiplexing strategies at different stages of the tested targeted NGS (T-NGS) workflow.
Results
The results demonstrated comparable sequence performance between non-amplified and preamplified samples and between different indexing strategies [sequence specificity of 66.0% ± 3.4%, uniformity (coverage at 0.2× of the mean) of 85.6% ± 0.6%]. The average genotype concordance maintained across all the samples was 99.5% ± 0.4%, regardless of sample type or pooling strategy. We did not detect any errors in the Mendelian patterns of inheritance of genotypes between the parents and offspring within each trio. We also demonstrated the ability to detect minor allele frequencies within the pooled samples that conform to predicted models.
Conclusion
Our described PCR-based sample multiplex approach and the ability to use WGA material for NGS may enable researchers to perform deep resequencing studies and explore variants at very low frequencies and cost.
doi:10.1186/1471-2164-13-500
PMCID: PMC3534403  PMID: 22994565
High-throughput targeted next-generation resequencing; Microdroplet-based multiplex PCR; Sample pooling or multiplexing; Whole-genome amplified DNA samples; Cost reduction
11.  From next-generation sequencing alignments to accurate comparison and validation of single-nucleotide variants: the pibase software 
Nucleic Acids Research  2012;41(1):e16.
Scientists working with single-nucleotide variants (SNVs), inferred by next-generation sequencing software, often need further information regarding true variants, artifacts and sequence coverage gaps. In clinical diagnostics, e.g. SNVs must usually be validated by visual inspection or several independent SNV-callers. We here demonstrate that 0.5–60% of relevant SNVs might not be detected due to coverage gaps, or might be misidentified. Even low error rates can overwhelm the true biological signal, especially in clinical diagnostics, in research comparing healthy with affected cells, in archaeogenetic dating or in forensics. For these reasons, we have developed a package called pibase, which is applicable to diploid and haploid genome, exome or targeted enrichment data. pibase extracts details on nucleotides from alignment files at user-specified coordinates and identifies reproducible genotypes, if present. In test cases pibase identifies genotypes at 99.98% specificity, 10-fold better than other tools. pibase also provides pair-wise comparisons between healthy and affected cells using nucleotide signals (10-fold more accurately than a genotype-based approach, as we show in our case study of monozygotic twins). This comparison tool also solves the problem of detecting allelic imbalance within heterozygous SNVs in copy number variation loci, or in heterogeneous tumor sequences.
doi:10.1093/nar/gks836
PMCID: PMC3592472  PMID: 22965131
12.  Extended Analysis of a Genome-Wide Association Study in Primary Sclerosing Cholangitis Detects Multiple Novel Risk Loci 
Journal of Hepatology  2012;57(2):366-375.
Background & Aims
A limited number of genetic risk factors have been reported in primary sclerosing cholangitis (PSC). To discover further genetic susceptibility factors for PSC, we followed up on a second tier of single nucleotide polymorphisms (SNPs) from a genome-wide association study (GWAS).
Methods
We analyzed 45 SNPs in 1221 PSC cases and 3508 controls. The association results from the replication analysis and the original GWAS (715 PSC cases and 2962 controls) were combined in a meta-analysis comprising 1936 PSC cases and 6470 controls. We performed an analysis of bile microbial community composition in 39 PSC patients by 16S rRNA sequencing.
Results
Seventeen SNPs representing 12 distinct genetic loci achieved nominal significance (Preplication<0.05) in the replication. The most robust novel association was detected at chromosome 1p36 (rs3748816; Pcombined=2.1×10−8) where the MMEL1 and TNFRSF14 genes represent potential disease genes. Eight additional novel loci showed suggestive evidence of association (Prepl<0.05). FUT2 at chromosome 19q13 (rs602662; Pcomb=1.9×10−6, rs281377; Pcomb = 2.1×10−6 and rs601338; Pcomb=2.7×10−6) is notable due to its implication in altered susceptibility to infectious agents. We found that FUT2 secretor status and genotype defined by rs601338 significantly influences biliary microbial community composition in PSC patients.
Conclusions
We identify multiple new PSC risk loci by extended analysis of a PSC GWAS. FUT2 genotype needs to be taken into account when assessing the influence from microbiota on biliary pathology in PSC.
doi:10.1016/j.jhep.2012.03.031
PMCID: PMC3399030  PMID: 22521342
primary sclerosing cholangitis; genome-wide association study; single nucleotide polymorphism; immunogenetics
13.  Improving mapping and SNP-calling performance in multiplexed targeted next-generation sequencing 
BMC Genomics  2012;13:417.
Background
Compared to classical genotyping, targeted next-generation sequencing (tNGS) can be custom-designed to interrogate entire genomic regions of interest, in order to detect novel as well as known variants. To bring down the per-sample cost, one approach is to pool barcoded NGS libraries before sample enrichment. Still, we lack a complete understanding of how this multiplexed tNGS approach and the varying performance of the ever-evolving analytical tools can affect the quality of variant discovery. Therefore, we evaluated the impact of different software tools and analytical approaches on the discovery of single nucleotide polymorphisms (SNPs) in multiplexed tNGS data. To generate our own test model, we combined a sequence capture method with NGS in three experimental stages of increasing complexity (E. coli genes, multiplexed E. coli, and multiplexed HapMap BRCA1/2 regions).
Results
We successfully enriched barcoded NGS libraries instead of genomic DNA, achieving reproducible coverage profiles (Pearson correlation coefficients of up to 0.99) across multiplexed samples, with <10% strand bias. However, the SNP calling quality was substantially affected by the choice of tools and mapping strategy. With the aim of reducing computational requirements, we compared conventional whole-genome mapping and SNP-calling with a new faster approach: target-region mapping with subsequent ‘read-backmapping’ to the whole genome to reduce the false detection rate. Consequently, we developed a combined mapping pipeline, which includes standard tools (BWA, SAMtools, etc.), and tested it on public HiSeq2000 exome data from the 1000 Genomes Project. Our pipeline saved 12 hours of run time per Hiseq2000 exome sample and detected ~5% more SNPs than the conventional whole genome approach. This suggests that more potential novel SNPs may be discovered using both approaches than with just the conventional approach.
Conclusions
We recommend applying our general ‘two-step’ mapping approach for more efficient SNP discovery in tNGS. Our study has also shown the benefit of computing inter-sample SNP-concordances and inspecting read alignments in order to attain more confident results.
doi:10.1186/1471-2164-13-417
PMCID: PMC3563481  PMID: 22913592
Two-stage mapping; Read-backmapping; Software performance; SNP discovery; Multiplexed targeted next-generation sequencing
14.  META-ANALYSIS OF GENOME-WIDE ASSOCIATION STUDIES IDENTIFIES THREE NEW RISK LOCI FOR ATOPIC DERMATITIS 
Paternoster, Lavinia | Standl, Marie | Chen, Chih-Mei | Ramasamy, Adaikalavan | Bønnelykke, Klaus | Duijts, Liesbeth | Ferreira, Manuel A | Alves, Alexessander Couto | Thyssen, Jacob P | Albrecht, Eva | Baurecht, Hansjörg | Feenstra, Bjarke | Sleiman, Patrick MA | Hysi, Pirro | Warrington, Nicole M | Curjuric, Ivan | Myhre, Ronny | Curtin, John A | Groen-Blokhuis, Maria M | Kerkhof, Marjan | Sääf, Annika | Franke, Andre | Ellinghaus, David | Fölster-Holst, Regina | Dermitzakis, Emmanouil | Montgomery, Stephen B | Prokisch, Holger | Heim, Katharina | Hartikainen, Anna-Liisa | Pouta, Anneli | Pekkanen, Juha | Blakemore, Alexandra IF | Buxton, Jessica L | Kaakinen, Marika | Duffy, David L | Madden, Pamela A | Heath, Andrew C | Montgomery, Grant W | Thompson, Philip J | Matheson, Melanie C | Le Souëf, Peter | Pourcain, Beate St | Smith, George Davey | Henderson, John | Kemp, John P | Timpson, Nicholas J | Deloukas, Panos | Ring, Susan M | Wichmann, H-Erich | Müller-Nurasyid, Martina | Novak, Natalija | Klopp, Norman | Rodríguez, Elke | McArdle, Wendy | Linneberg, Allan | Menné, Torkil | Nohr, Ellen A | Hofman, Albert | Uitterlinden, André G | van Duijn, Cornélia M | Rivadeneira, Fernando | de Jongste, Johan C | van der Valk, Ralf JP | Wjst, Matthias | Jogi, Rain | Geller, Frank | Boyd, Heather A | Murray, Jeffrey C | Kim, Cecilia | Mentch, Frank | March, Michael | Mangino, Massimo | Spector, Tim D | Bataille, Veronique | Pennell, Craig E | Holt, Patrick G | Sly, Peter | Tiesler, Carla MT | Thiering, Elisabeth | Illig, Thomas | Imboden, Medea | Nystad, Wenche | Simpson, Angela | Hottenga, Jouke-Jan | Postma, Dirkje | Koppelman, Gerard H | Smit, Henriette A | Söderhäll, Cilla | Chawes, Bo | Kreiner-Møller, Eskil | Bisgaard, Hans | Melén, Erik | Boomsma, Dorret I | Custovic, Adnan | Jacobsson, Bo | Probst-Hensch, Nicole M | Palmer, Lyle J | Glass, Daniel | Hakonarson, Hakon | Melbye, Mads | Jarvis, Deborah L | Jaddoe, Vincent WV | Gieger, Christian | Strachan, David P | Martin, Nicholas G | Jarvelin, Marjo-Riitta | Heinrich, Joachim | Evans, David M | Weidinger, Stephan
Nature genetics  2011;44(2):187-192.
Atopic dermatitis (AD) is a common chronic skin disease with high heritability. Apart from filaggrin (FLG), the genes influencing AD are largely unknown. We conducted a genome-wide association meta-analysis of 5,606 cases and 20,565 controls from 16 population-based cohorts and followed up the ten most strongly associated novel markers in a further 5,419 cases and 19,833 controls from 14 studies. Three SNPs met genome-wide significance in the discovery and replication cohorts combined: rs479844 upstream of OVOL1 (OR=0.88, p=1.1×10−13) and rs2164983 near ACTL9 (OR=1.16, p=7.1×10−9), genes which have been implicated in epidermal proliferation and differentiation, as well as rs2897442 in KIF3A within the cytokine cluster on 5q31.1 (OR=1.11, p=3.8×10−8). We also replicated the FLG locus and two recently identified association signals at 11q13.5 (rs7927894, p=0.008) and 20q13.3 (rs6010620, p=0.002). Our results underline the importance of both epidermal barrier function and immune dysregulation in AD pathogenesis.
doi:10.1038/ng.1017
PMCID: PMC3272375  PMID: 22197932
15.  Chromosome 7p11.2 (EGFR) variation influences glioma risk 
Human Molecular Genetics  2011;20(14):2897-2904.
While gliomas are the most common primary brain tumors, their etiology is largely unknown. To identify novel risk loci for glioma, we conducted genome-wide association (GWA) analysis of two case–control series from France and Germany (2269 cases and 2500 controls). Pooling these data with previously reported UK and US GWA studies provided data on 4147 glioma cases and 7435 controls genotyped for 424 460 common tagging single-nucleotide polymorphisms. Using these data, we demonstrate two statistically independent associations between glioma and rs11979158 and rs2252586, at 7p11.2 which encompasses the EGFR gene (population-corrected statistics, Pc = 7.72 × 10−8 and 2.09 × 10−8, respectively). Both associations were independent of tumor subtype, and were independent of EGFR amplification, p16INK4a deletion and IDH1 mutation status in tumors; compatible with driver effects of the variants on glioma development. These findings show that variation in 7p11.2 is a determinant of inherited glioma risk.
doi:10.1093/hmg/ddr192
PMCID: PMC3118762  PMID: 21531791
16.  Deep resequencing of GWAS loci identifies independent rare variants associated with inflammatory bowel disease 
Nature Genetics  2011;43(11):1066-1073.
More than a thousand disease susceptibility loci have been identified via genome-wide association studies (GWAS) of common variants; however, the specific genes and full allelic spectrum of causal variants underlying these findings generally remain to be defined. We utilize pooled next-generation sequencing to study 56 genes in regions associated to Crohn’s Disease in 350 cases and 350 controls. Follow up genotyping of 70 rare and low-frequency protein-altering variants (MAF ~ .001-.05) in nine independent case-control series (16054 CD patients, 12153 UC patients, 17575 healthy controls) identifies four additional independent risk factors in NOD2, two additional protective variants in IL23R, a highly significant association to a novel, protective splice variant in CARD9 (p < 1e-16, OR ~ 0.29), as well as additional associations to coding variants in IL18RAP, CUL2, C1orf106, PTPN22 and MUC19. We extend the results of successful GWAS by providing novel, rare, and likely functional variants that will empower functional experiments and predictive models.
doi:10.1038/ng.952
PMCID: PMC3378381  PMID: 21983784
17.  Three ulcerative colitis susceptibility loci are associated with primary sclerosing cholangitis and indicate a role for IL2, REL and CARD9 
Hepatology (Baltimore, Md.)  2011;53(6):1977-1985.
Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease characterized by inflammation and fibrosis of the bile ducts. Both environmental and genetic factors contribute to its pathogenesis. To further clarify its genetic background, we investigated susceptibility loci recently identified for ulcerative colitis (UC) in a large cohort of 1186PSC patients and 1748 controls. Single nucleotide polymorphisms (SNPs) tagging 13 UC susceptibility loci were initially genotyped in 854 PSC patients and 1491 controls from the Benelux (331 cases, 735 controls), Germany (265 cases, 368 controls) and Scandinavia (258 cases, 388 controls). Subsequently, a joint analysis was performed with an independent second Scandinavian cohort (332 cases, 257 controls). SNPs at chromosomes2p16 (p value 4.12×10−4), 4q27 (p value 4.10×10−5) and 9q34 (p value 8.41×10−4) were associated with PSC in the joint analysis after correcting for multiple testing. In PSC patients without inflammatory bowel disease(IBD), SNPs at 4q27and9q34 were nominally associated (p<0.05). We applied additional in silico analyses to identify likely candidate genes at PSC susceptibility loci. To identify non-random, evidence-based links we used GRAIL analysis showing interconnectivity between genes in six out of in total nine PSC-associated regions. Expression quantitative trait analysis from 1469 Dutch and UK individuals demonstrated that five out of nine SNPs had an effect on cis-gene expression. These analyses prioritized IL2, CARD9 and REL as novel candidates.
Conclusion
We have identified three UC susceptibility loci to be associated with PSC, harboring the putative candidate genes REL, IL2 and CARD9. These results add to the scarce knowledge on the genetic background of PSC and imply an important role for both innate and adaptive immunological factors.
doi:10.1002/hep.24307
PMCID: PMC3121050  PMID: 21425313
chronic liver disease; auto-immunity; inflammation; complex disease; genetics
18.  A case-only study of gene-environment interaction between genetic susceptibility variants in NOD2 and cigarette smoking in Crohn's disease aetiology 
BMC Medical Genetics  2012;13:14.
Background
Genetic variation in NOD2 and cigarette smoking are well-established risk factors for the development of Crohn's disease (CD). However, little is known about a potential interaction between these risk factors. We investigated gene-environment interactions between CD-associated NOD2 alleles and cigarette smoking in a large sample of patients with CD.
Methods
Three previously reported CD-associated variants in NOD2 (R702W, G908R, 1007fs) were genotyped in 1636 patients with CD continuously recruited between 1995 and 2010 based on physician referral. Data on history of smoking behaviour was obtained for all participants through a written questionnaire. Using a case-only design, we performed logistic regression analyses to investigate statistical interactions between NOD2 risk alleles and smoking status.
Results
We detected a significant negative interaction between carriership of at least one of the NOD2 risk alleles and history of ever having smoked (OR = 0.71; p = 0.005) as well as smoking at the time of CD diagnosis (OR = 0.68; p = 0.005). Subsequent separate analyses of the three variants revealed a significant negative interaction between the 1007fs variant and history of ever having smoked (OR = 0.64; p = 9 × 10-4) and smoking at the time of CD diagnosis (OR = 0.53; p = 7 × 10-5).
Conclusions
The observed significant negative gene-environment interaction suggests that the risk increase for CD conferred simultaneously by cigarette smoking and the 1007fs NOD2 polymorphism is smaller than expected and may point to a biological interaction. Our findings warrant further investigation in epidemiological and functional studies to elucidate pathophysiology as well as to aid in the development of recommendations for disease prevention.
doi:10.1186/1471-2350-13-14
PMCID: PMC3314543  PMID: 22416979
Gene-environment interaction; Case-only; Crohn's disease; NOD2/CARD15; Cigarette smoking
19.  Meta-Analysis Increases to 71 the Tally of Confirmed Crohn’s Disease Susceptibility Loci 
Franke, Andre | McGovern, Dermot P.B. | Barrett, Jeffrey C. | Wang, Kai | Radford-Smith, Graham L. | Ahmad, Tariq | Lees, Charlie W. | Balschun, Tobias | Lee, James | Roberts, Rebecca | Anderson, Carl A. | Bis, Joshua C. | Bumpstead, Suzanne | Ellinghaus, David | Festen, Eleonora M. | Georges, Michel | Haritunians, Talin | Jostins, Luke | Latiano, Anna | Mathew, Christopher G. | Montgomery, Grant W. | Prescott, Natalie J. | Rotter, Jerome I. | Schumm, Philip | Sharma, Yashoda | Simms, Lisa A. | Taylor, Kent D. | Whiteman, David | Wijmenga, Cisca | Baldassano, Robert N. | Barclay, Murray | Bayless, Theodore M. | Brand, Stephan | Buning, Carsten | Cohen, Albert | Colombel, Jean-Frederick | Cottone, Mario | Stronati, Laura | Denson, Ted | De Vos, Martine | D’Inca, Renata | Dubinsky, Marla | Edwards, Cathryn | Florin, Tim | Franchimont, Denis | Gearry, Richard | Glas, Jürgen | Van Gossum, Andre | Guthery, Stephen L. | Halfvarson, Jonas | Hommes, Daan | Hugot, Jean-Pierre | Laukens, Debby | Lawrance, Ian | Lemann, Marc | Levine, Arie | Libioulle, Cecile | Louis, Edouard | Mowat, Craig | Newman, William | Panés, Julián | Phillips, Anne | Proctor, Deborah D. | Regueiro, Miguel | Rutgeerts, Paul | Sanderson, Jeremy | Sans, Miquel | Seibold, Frank | Steinhart, A. Hillary | Stokkers, Pieter C.F. | Torkvist, Leif | Ublick, Gerd Kullak | Raychaudhuri, Soumya | Green, Todd | Walters, Thomas | Targan, Stephan R. | Brant, Steven R. | Rioux, John D. | D’Amato, Mauro | Weersma, Rinse | Kugathasan, Subra | Griffiths, Anne M. | Mansfield, John C. | Vermeire, Severine | Duerr, Richard H. | Silverberg, Mark S. | Satsangi, Jack | Schreiber, Stefan | Cho, Judy H. | Annese, Vito | Hakonarson, Hakon | Daly, Mark J. | Parkes, Miles
Nature genetics  2010;42(12):1118-1125.
doi:10.1038/ng.717
PMCID: PMC3299551  PMID: 21102463
20.  B-SOLANA: an approach for the analysis of two-base encoding bisulfite sequencing data 
Bioinformatics  2011;28(3):428-429.
Summary: Bisulfite sequencing, a combination of bisulfite treatment and high-throughput sequencing, has proved to be a valuable method for measuring DNA methylation at single base resolution. Here, we present B-SOLANA, an approach for the analysis of two-base encoding (colorspace) bisulfite sequencing data on the SOLiD platform of Life Technologies. It includes the alignment of bisulfite sequences and the determination of methylation levels in CpG as well as non-CpG sequence contexts. B-SOLANA enables a fast and accurate analysis of large raw sequence datasets.
Availability and implementation: The source code, released under the GNU GPLv3 licence, is freely available at http://code.google.com/p/bsolana/.
Contact: b.kreck@ikmb.uni-kiel.de
Supplementary information: Supplementary data are available at Bioinformatics online.
doi:10.1093/bioinformatics/btr660
PMCID: PMC3268236  PMID: 22155865
21.  Assessment of heterogeneity between European Populations: a Baltic and Danish replication case-control study of SNPs from a recent European ulcerative colitis genome wide association study 
BMC Medical Genetics  2011;12:139.
Background
Differences in the genetic architecture of inflammatory bowel disease between different European countries and ethnicities have previously been reported. In the present study, we wanted to assess the role of 11 newly identified UC risk variants, derived from a recent European UC genome wide association study (GWAS) (Franke et al., 2010), for 1) association with UC in the Nordic countries, 2) for population heterogeneity between the Nordic countries and the rest of Europe, and, 3) eventually, to drive some of the previous findings towards overall genome-wide significance.
Methods
Eleven SNPs were replicated in a Danish sample consisting of 560 UC patients and 796 controls and nine missing SNPs of the German GWAS study were successfully genotyped in the Baltic sample comprising 441 UC cases and 1156 controls. The independent replication data was then jointly analysed with the original data and systematic comparisons of the findings between ethnicities were made. Pearson's χ2, Breslow-Day (BD) and Cochran-Mantel-Haenszel (CMH) tests were used for association analyses and heterogeneity testing.
Results
The rs5771069 (IL17REL) SNP was not associated with UC in the Danish panel. The rs5771069 (IL17REL) SNP was significantly associated with UC in the combined Baltic, Danish and Norwegian UC study sample driven by the Norwegian panel (OR = 0.89, 95% CI: 0.79-0.98, P = 0.02). No association was found between rs7809799 (SMURF1/KPNA7) and UC (OR = 1.20, 95% CI: 0.95-1.52, P = 0.10) or between UC and all other remaining SNPs. We had 94% chance of detecting an association for rs7809799 (SMURF1/KPNA7) in the combined replication sample, whereas the power were 55% or lower for the remaining SNPs.
Statistically significant PBD was found for OR heterogeneity between the combined Baltic, Danish, and Norwegian panel versus the combined German, British, Belgian, and Greek panel (rs7520292 (P = 0.001), rs12518307 (P = 0.007), and rs2395609 (TCP11) (P = 0.01), respectively).
No SNP reached genome-wide significance in the combined analyses of all the panels.
Conclusions
This replication study supports an important role for the studied rs5771069 (IL17REL) SNP, but not for rs7809799 (SMURF1/KPNA7), in UC etiology in the Danish, Baltic, and Norwegian populations. Significant genetic heterogeneity was suggested for rs7520292, rs12518307, and rs2395609 (TCP11) in UC etiology between the Nordic and the other European populations.
doi:10.1186/1471-2350-12-139
PMCID: PMC3209466  PMID: 21995314
22.  Meta-analysis identifies 29 additional ulcerative colitis risk loci, increasing the number of confirmed associations to 47 
Anderson, Carl A. | Boucher, Gabrielle | Lees, Charlie W. | Franke, Andre | D’Amato, Mauro | Taylor, Kent D. | Lee, James C. | Goyette, Philippe | Imielinski, Marcin | Latiano, Anna | Lagacé, Caroline | Scott, Regan | Amininejad, Leila | Bumpstead, Suzannah | Baidoo, Leonard | Baldassano, Robert N. | Barclay, Murray | Bayless, Theodore M. | Brand, Stephan | Büning, Carsten | Colombel, Jean-Frédéric | Denson, Lee A. | De Vos, Martine | Dubinsky, Marla | Edwards, Cathryn | Ellinghaus, David | Fehrmann, Rudolf S.N. | Floyd, James A.B. | Florin, Tim | Franchimont, Denis | Franke, Lude | Georges, Michel | Glas, Jürgen | Glazer, Nicole L. | Guthery, Stephen L. | Haritunians, Talin | Hayward, Nicholas K. | Hugot, Jean-Pierre | Jobin, Gilles | Laukens, Debby | Lawrance, Ian | Lémann, Marc | Levine, Arie | Libioulle, Cecile | Louis, Edouard | McGovern, Dermot P. | Milla, Monica | Montgomery, Grant W. | Morley, Katherine I. | Mowat, Craig | Ng, Aylwin | Newman, William | Ophoff, Roel A | Papi, Laura | Palmieri, Orazio | Peyrin-Biroulet, Laurent | Panés, Julián | Phillips, Anne | Prescott, Natalie J. | Proctor, Deborah D. | Roberts, Rebecca | Russell, Richard | Rutgeerts, Paul | Sanderson, Jeremy | Sans, Miquel | Schumm, Philip | Seibold, Frank | Sharma, Yashoda | Simms, Lisa | Seielstad, Mark | Steinhart, A. Hillary | Targan, Stephan R. | van den Berg, Leonard H. | Vatn, Morten | Verspaget, Hein | Walters, Thomas | Wijmenga, Cisca | Wilson, David C. | Westra, Harm-Jan | Xavier, Ramnik J. | Zhao, Zhen Z. | Ponsioen, Cyriel Y. | Andersen, Vibeke | Torkvist, Leif | Gazouli, Maria | Anagnou, Nicholas P. | Karlsen, Tom H. | Kupcinskas, Limas | Sventoraityte, Jurgita | Mansfield, John C. | Kugathasan, Subra | Silverberg, Mark S. | Halfvarson, Jonas | Rotter, Jerome I. | Mathew, Christopher G. | Griffiths, Anne M. | Gearry, Richard | Ahmad, Tariq | Brant, Steven R. | Chamaillard, Mathias | Satsangi, Jack | Cho, Judy H. | Schreiber, Stefan | Daly, Mark J. | Barrett, Jeffrey C. | Parkes, Miles | Annese, Vito | Hakonarson, Hakon | Radford-Smith, Graham | Duerr, Richard H. | Vermeire, Séverine | Weersma, Rinse K. | Rioux, John D.
Nature genetics  2011;43(3):246-252.
Genome-wide association studies (GWAS) and candidate gene studies in ulcerative colitis (UC) have identified 18 susceptibility loci. We conducted a meta-analysis of 6 UC GWAS, comprising 6,687 cases and 19,718 controls, and followed-up the top association signals in 9,628 cases and 12,917 controls. We identified 29 additional risk loci (P<5×10-8), increasing the number of UC associated loci to 47. After annotating associated regions using GRAIL, eQTL data and correlations with non-synonymous SNPs, we identified many candidate genes providing potentially important insights into disease pathogenesis, including IL1R2, IL8RA/B, IL7R, IL12B, DAP, PRDM1, JAK2, IRF5, GNA12 and LSP1. The total number of confirmed inflammatory bowel disease (IBD) risk loci is now 99, including a minimum of 28 shared association signals between Crohn’s disease (CD) and UC.
doi:10.1038/ng.764
PMCID: PMC3084597  PMID: 21297633
23.  Genetic polymorphisms of matrix metalloproteinase 3 in primary sclerosing cholangitis 
Background
The damaging cholestasis inherent to primary sclerosing cholangitis (PSC) results from bile duct stricturing because of progressive fibrosis. The matrix metalloproteinase 3 (MMP3) degrades a wide range of matrix components and is expressed by activated liver stellate cells, and so is a candidate for involvement with the fibrotic processes underlying PSC. Moreover, the MMP3 gene harbours polymorphisms associated with variation in its activity directly impacting clinical phenotypes.
Aims
We aimed to examine the influence of MMP3 polymorphisms on PSC risk and progression.
Methods
Nine single nucleotide polymorphisms (SNPs) tagging the common genetic variation of MMP3 were genotyped in 266 PSC patients and 407 controls. SNPs and inferred haplotypes were assessed for PSC association by logistic regression and score tests. The effect of SNPs on survival to liver transplant or death was analysed using Cox regression, and Kaplan–Meier curves were constructed.
Results
No association of PSC with individual SNPs or haplotypes of MMP3 was detected. However, progression to death or liver transplant was significantly associated with homozygosity for minor alleles of rs522616, rs650108 and rs683878, particularly among PSC patients with concurrent ulcerative colitis (UC) (strongest in redundant SNPs rs650108/rs683878, hazard ratio = 3.23, 95% confidence interval 1.45–7.25, P = 0.004).
Conclusions
Genetic variation in MMP3 influences PSC progression, possibly in the context of coexisting UC. While the functional variants and specific mechanisms remain unknown, this finding implicates the turnover of the extracellular matrix as an important and variable component of PSC pathogenesis. Efforts to understand this process could form the basis for developing effective treatments, which are currently lacking for PSC.
doi:10.1111/j.1478-3231.2010.02420.x
PMCID: PMC3139245  PMID: 21134112
cholestasis; genetics; genomics; liver; PSC
24.  Genome-wide association study identifies a psoriasis susceptibility locus at TRAF3IP2 
Nature genetics  2010;42(11):991-995.
Psoriasis is a multifactorial skin disease characterized by epidermal hyperproliferation and chronic inflammation, the most common form of which is psoriasis vulgaris (PsV). We present a genome-wide association analysis of 2,339,118 SNPs in 472 psoriasis patients and 1,146 controls from Germany, with follow-up of the 147 most significant SNPs in 2,746 PsV cases and 4,140 controls from three independent replication panels. We identified an association at TRAF3IP2 on 6q21 and genotyped two SNPs at this locus in two additional replication panels (the combined discovery and replication panels consisted of 6,487 cases and 8,037 controls; combinded P = 2.36×10−10 for rs13210247 and combined P = 1.24×10−16 for rs33980500). About 15% of psoriasis cases develope psoriatic arthritis (PsA). A stratified analysis of our datasets including only PsA cases (1,922 cases compared to 8,037 controls, P=4.57×10−12 for rs33980500) suggested that TRAF3IP2 represents a shared susceptibility for PsV and PsA. TRAF3IP2 encodes a protein involved in IL-17 signaling and which interacts with memebers of the Rel/NF-κB transcription factor family.
doi:10.1038/ng.689
PMCID: PMC3136364  PMID: 20953188
25.  A tissue-specific landscape of sense/antisense transcription in the mouse intestine 
BMC Genomics  2011;12:305.
Background
The intestinal mucosa is characterized by complex metabolic and immunological processes driven highly dynamic gene expression programs. With the advent of next generation sequencing and its utilization for the analysis of the RNA sequence space, the level of detail on the global architecture of the transcriptome reached a new order of magnitude compared to microarrays.
Results
We report the ultra-deep characterization of the polyadenylated transcriptome in two closely related, yet distinct regions of the mouse intestinal tract (small intestine and colon). We assessed tissue-specific transcriptomal architecture and the presence of novel transcriptionally active regions (nTARs). In the first step, signatures of 20,541 NCBI RefSeq transcripts could be identified in the intestine (74.1% of annotated genes), thereof 16,742 are common in both tissues. Although the majority of reads could be linked to annotated genes, 27,543 nTARs not consistent with current gene annotations in RefSeq or ENSEMBL were identified. By use of a second independent strand-specific RNA-Seq protocol, 20,966 of these nTARs were confirmed, most of them in vicinity of known genes. We further categorized our findings by their relative adjacency to described exonic elements and investigated regional differences of novel transcribed elements in small intestine and colon.
Conclusions
The current study demonstrates the complexity of an archetypal mammalian intestinal mRNA transcriptome in high resolution and identifies novel transcriptionally active regions at strand-specific, single base resolution. Our analysis for the first time shows a strand-specific comparative picture of nTARs in two tissues and represents a resource for further investigating the transcriptional processes that contribute to tissue identity.
doi:10.1186/1471-2164-12-305
PMCID: PMC3125268  PMID: 21663663

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