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1.
Nat Genet ; 41(11): 1216-22, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19838192

ABSTRACT

Cis-acting variants altering gene expression are a source of phenotypic differences. The cis-acting components of expression variation can be identified through the mapping of differences in allelic expression (AE), which is the measure of relative expression between two allelic transcripts. We generated a map of AE associated SNPs using quantitative measurements of AE on Illumina Human1M BeadChips. In 53 lymphoblastoid cell lines derived from donors of European descent, we identified common cis variants affecting 30% (2935/9751) of the measured RefSeq transcripts at 0.001 permutation significance. The pervasive influence of cis-regulatory variants, which explain 50% of population variation in AE, extend to full-length transcripts and their isoforms as well as to unannotated transcripts. These strong effects facilitate fine mapping of cis-regulatory SNPs, as demonstrated by dissection of heritable control of transcripts in the systemic lupus erythematosus-associated C8orf13-BLK region in chromosome 8. The dense collection of associations will facilitate large-scale isolation of cis-regulatory SNPs.


Subject(s)
Alleles , Genetic Variation , Polymorphism, Single Nucleotide , Cell Line , Gene Expression Profiling , Genome-Wide Association Study , Humans , Lupus Erythematosus, Systemic/genetics , Lymphocytes/metabolism , Transcription, Genetic
2.
Genome Res ; 19(11): 1942-52, 2009 Nov.
Article in English | MEDLINE | ID: mdl-19654370

ABSTRACT

The common genetic variants associated with complex traits typically lie in noncoding DNA and may alter gene regulation in a cell type-specific manner. Consequently, the choice of tissue or cell model in the dissection of disease associations is important. We carried out an expression quantitative trait loci (eQTL) study of primary human osteoblasts (HOb) derived from 95 unrelated donors of Swedish origin, each represented by two independently derived primary lines to provide biological replication. We combined our data with publicly available information from a genome-wide association study (GWAS) of bone mineral density (BMD). The top 2000 BMD-associated SNPs (P < approximately 10(-3)) were tested for cis-association of gene expression in HObs and in lymphoblastoid cell lines (LCLs) using publicly available data and showed that HObs have a significantly greater enrichment (threefold) of converging cis-eQTLs as compared to LCLs. The top 10 BMD loci with SNPs showing strong cis-effects on gene expression in HObs (P = 6 x 10(-10) - 7 x 10(-16)) were selected for further validation using a staged design in two cohorts of Caucasian male subjects. All 10 variants were tested in the Swedish MrOS Cohort (n = 3014), providing evidence for two novel BMD loci (SRR and MSH3). These variants were then tested in the Rotterdam Study (n = 2090), yielding converging evidence for BMD association at the 17p13.3 SRR locus (P(combined) = 5.6 x 10(-5)). The cis-regulatory effect was further fine-mapped to the proximal promoter of the SRR gene (rs3744270, r(2) = 0.5, P = 2.6 x 10(-15)). Our results suggest that primary cells relevant to disease phenotypes complement traditional approaches for prioritization and validation of GWAS hits for follow-up studies.


Subject(s)
Genetic Predisposition to Disease/genetics , Genome-Wide Association Study/methods , Genomics/methods , Osteoblasts/metabolism , Adult , Age Factors , Aged , Aged, 80 and over , Bone Density , Cell Line, Tumor , Cells, Cultured , Chromosome Mapping , Femur/cytology , Femur/metabolism , Gene Expression Profiling , Haplotypes , HeLa Cells , Humans , Middle Aged , Oligonucleotide Array Sequence Analysis , Osteoblasts/cytology , Osteoporosis/genetics , Polymorphism, Single Nucleotide , Principal Component Analysis , Quantitative Trait Loci/genetics , Reverse Transcriptase Polymerase Chain Reaction
3.
Haematologica ; 91(8): 1113-6, 2006 Aug.
Article in English | MEDLINE | ID: mdl-16870553

ABSTRACT

The gene polymorphisms of the methotrexate (MTX) action pathway influence event-free survival (EFS) in children with acute lymphoblastic leukemia (ALL). Here we assessed whether the gene variants associated with lower EFS also correlate with lower rates of episodes of toxicity. Homozygous individuals for cyclin D1 (CCND1) A870 allele and carriers of at least one methylenetetrahydrofolate reductase (MTHFR) T677 variant had a significantly lower frequency of weeks with high-grade hematologic and liver toxicity during consolidation and maintenance treatment, as based on the analysis of 186 pediatric ALL patients. This finding may have importance for MTX dose adjustment.


Subject(s)
Folic Acid Antagonists/therapeutic use , Folic Acid/metabolism , Methotrexate/therapeutic use , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Child , Disease-Free Survival , Folic Acid/genetics , Folic Acid Antagonists/toxicity , Hematologic Diseases/chemically induced , Hematologic Diseases/epidemiology , Humans , Liver/drug effects , Liver/pathology , Methotrexate/toxicity , Polymorphism, Genetic
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