2016
DOI: 10.1038/ejhg.2016.120
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Ancestry-based stratified analysis of Immunochip data identifies novel associations with celiac disease

Abstract: To identify candidate genes in celiac disease (CD), we reanalyzed the whole Immunochip CD cohort using a different approach that clusters individuals based on immunoancestry prior to disease association analysis, rather than by geographical origin. We detected 636 new associated SNPs (P<7.02 × 10) and identified 5 novel genomic regions, extended 8 others previously identified and also detected 18 isolated signals defined by one or very few significant SNPs. To test whether we could identify putative candidate … Show more

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Cited by 18 publications
(18 citation statements)
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“…In order to ascertain whether methylation changes overlap sequence variants potentially explaining the phenotypic effect of some of the previously associated SNPs, methylation results were analyzed together with the Immunochip SNP genotypes 39 . We identified 1,423 and 1,457 mQTLs in epithelial and immune cells, respectively (FDR < 0.05), using previously defined criteria 40 (Table S6).…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…In order to ascertain whether methylation changes overlap sequence variants potentially explaining the phenotypic effect of some of the previously associated SNPs, methylation results were analyzed together with the Immunochip SNP genotypes 39 . We identified 1,423 and 1,457 mQTLs in epithelial and immune cells, respectively (FDR < 0.05), using previously defined criteria 40 (Table S6).…”
Section: Resultsmentioning
confidence: 99%
“…mQTL-SNPs that correlated with individual DMPs are shown in pink (none of the DMP-correlated SNPs reached genome-wide significance in the putative cis -mQTLs in which they participated). In turn, SNPs associated to CD according to the Immunochip project 1,39 are highlighted in yellow, and consequently, mark those mQTLs that overlap CD-associated variants, many of which are genome-wide significant.…”
Section: Resultsmentioning
confidence: 99%
“…KIF21B is expressed in brain, eyes and spleen (Marszalek et al, 1999). Several studies have linked the KIF21B gene to neurodevelopmental and immune-related disorders, including multiple sclerosis and inflammatory conditions such as Crohn's disease and ankylosing spondylitis (Anderson et al, 2009;Asselin et al, 2020;Barrett et al, 2008;Garcia-Etxebarria et al, 2016;Goris et al, 2010;International Multiple Sclerosis Genetics, 2010;Kannan et al, 2017;Kreft et al, 2014;Li et al, 2017;Liu et al, 2013b;Robinson et al, 2015;Yang et al, 2015). Kif21b knock out mice are viable but show behavioral deficits and defects in synaptic transmission (Ghiretti et al, 2016;Gromova et al, 2018;Morikawa et al, 2018;Muhia et al, 2016).…”
Section: Introductionmentioning
confidence: 99%
“…Therefore, rs16868943 may simply be a proxy for other causative, genetically linked polymorphisms. The A allele of rs16868943 has also been associated with Celiac disease in a GWAS study 32 at a genome-wide significant level ( P = 2.06 × 10 −11 ). The clinical significance of such an association is unclear.…”
Section: Discussionmentioning
confidence: 98%