TY - JOUR
T1 - Systematic Evaluation of Genes and Genetic Variants Associated with Type 1 Diabetes Susceptibility
AU - Ram, Ramesh
AU - Mehta, Munish
AU - Nguyen, Quang T
AU - Larma, Irma
AU - Boehm, Bernhard O
AU - Pociot, Flemming
AU - Concannon, Patrick
AU - Morahan, Grant
N1 - Copyright © 2016 by The American Association of Immunologists, Inc.
PY - 2016/4/1
Y1 - 2016/4/1
N2 - Genome-wide association studies have found >60 loci that confer genetic susceptibility to type 1 diabetes (T1D). Many of these are defined only by anonymous single nucleotide polymorphisms: the underlying causative genes, as well as the molecular bases by which they mediate susceptibility, are not known. Identification of how these variants affect the complex mechanisms contributing to the loss of tolerance is a challenge. In this study, we performed systematic analyses to characterize these variants. First, all known genes in strong linkage disequilibrium (r(2) > 0.8) with the reported single nucleotide polymorphisms for each locus were tested for commonly occurring nonsynonymous variations. We found only a total of 22 candidate genes at 16 T1D loci with common nonsynonymous alleles. Next, we performed functional studies to examine the effect of non-HLA T1D risk alleles on regulating expression levels of genes in four different cell types: EBV-transformed B cell lines (resting and 6 h PMA stimulated) and purified CD4(+) and CD8(+) T cells. We mapped cis-acting expression quantitative trait loci and found 24 non-HLA loci that affected the expression of 31 transcripts significantly in at least one cell type. Additionally, we observed 25 loci that affected 38 transcripts in trans. In summary, our systems genetics analyses defined the effect of T1D risk alleles on levels of gene expression and provide novel insights into the complex genetics of T1D, suggesting that most of the T1D risk alleles mediate their effect by influencing expression of multiple nearby genes.
AB - Genome-wide association studies have found >60 loci that confer genetic susceptibility to type 1 diabetes (T1D). Many of these are defined only by anonymous single nucleotide polymorphisms: the underlying causative genes, as well as the molecular bases by which they mediate susceptibility, are not known. Identification of how these variants affect the complex mechanisms contributing to the loss of tolerance is a challenge. In this study, we performed systematic analyses to characterize these variants. First, all known genes in strong linkage disequilibrium (r(2) > 0.8) with the reported single nucleotide polymorphisms for each locus were tested for commonly occurring nonsynonymous variations. We found only a total of 22 candidate genes at 16 T1D loci with common nonsynonymous alleles. Next, we performed functional studies to examine the effect of non-HLA T1D risk alleles on regulating expression levels of genes in four different cell types: EBV-transformed B cell lines (resting and 6 h PMA stimulated) and purified CD4(+) and CD8(+) T cells. We mapped cis-acting expression quantitative trait loci and found 24 non-HLA loci that affected the expression of 31 transcripts significantly in at least one cell type. Additionally, we observed 25 loci that affected 38 transcripts in trans. In summary, our systems genetics analyses defined the effect of T1D risk alleles on levels of gene expression and provide novel insights into the complex genetics of T1D, suggesting that most of the T1D risk alleles mediate their effect by influencing expression of multiple nearby genes.
KW - CD4-Positive T-Lymphocytes
KW - CD8-Positive T-Lymphocytes
KW - Cell Line, Transformed
KW - Diabetes Mellitus, Type 1
KW - Epistasis, Genetic
KW - Gene Expression Profiling
KW - Gene Expression Regulation
KW - Gene Regulatory Networks
KW - Genetic Association Studies
KW - Genetic Predisposition to Disease
KW - Genetic Variation
KW - Genome-Wide Association Study
KW - Genotype
KW - Humans
KW - Leukocytes, Mononuclear
KW - Linkage Disequilibrium
KW - Polymorphism, Single Nucleotide
KW - Quantitative Trait Loci
KW - Reproducibility of Results
KW - Journal Article
KW - Research Support, N.I.H., Extramural
KW - Research Support, Non-U.S. Gov't
U2 - 10.4049/jimmunol.1502056
DO - 10.4049/jimmunol.1502056
M3 - Journal article
C2 - 26912320
SN - 0022-1767
VL - 196
SP - 3043
EP - 3053
JO - Journal of immunology (Baltimore, Md. : 1950)
JF - Journal of immunology (Baltimore, Md. : 1950)
IS - 7
ER -