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1.
BMC Genomics ; 16: 304, 2015 Apr 16.
Article in English | MEDLINE | ID: mdl-25884492

ABSTRACT

BACKGROUND: The genotype information carried by Genome-wide association studies (GWAS) seems to have the potential to explain more of the 'missing heritability' of complex human phenotypes, given improved statistical approaches. Several lines of evidence support the involvement of microRNA (miRNA) and other non-coding RNA in complex human traits and diseases. We employed a novel, genetic annotation-informed enrichment method for GWAS that captures more polygenic effects than standard GWAS analysis, to investigate if miRNA-tagging Single Nucleotide Polymorphisms (SNPs) are enriched of associations with 15 complex human phenotypes. We then leveraged the enrichment using a conditional False Discovery Rate (condFDR) approach to assess any improvement in the detection of individual miRNA SNPs associated with the disorders. RESULTS: We found SNPs tagging miRNA transcription regions to be significantly enriched of associations with 10 of 15 phenotypes. The enrichment remained significant after controlling for affiliation to other genomic categories, and was confirmed by replication. Albeit only nominally significant, enrichment was found also in miRNA binding sites for 10 phenotypes out of 15. Leveraging the enrichment in the condFDR framework, we observed a 2-4-fold increase in discovery of SNPs tagging miRNA regions. CONCLUSIONS: Our results suggest that miRNAs play an important role in the polygenic architecture of complex human disorders and traits, and therefore that miRNAs are a genomic category that can and should be used to improve gene discovery.


Subject(s)
Genome, Human , Genome-Wide Association Study , MicroRNAs/metabolism , Binding Sites , Crohn Disease/genetics , Crohn Disease/pathology , Databases, Genetic , Genotype , Humans , Linkage Disequilibrium , Lipoproteins, LDL/genetics , Phenotype , Polymorphism, Single Nucleotide , Schizophrenia/genetics , Schizophrenia/pathology
2.
J Clin Immunol ; 33(2): 349-60, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23064977

ABSTRACT

PURPOSE: Intravenous IgG (ivIg) is a therapeutic alternative for lupus erythematosus, the mechanism of which remains to be fully understood. Here we investigated whether ivIg affects two established sub-phenotypes of SLE, namely relative oligoclonality of circulating T-cells and reduced activity of CD4 + Foxp3+ regulatory T-cells (Tregs) reflected by lower CD25 surface density. METHODS: We conducted a longitudinal study of 15 lupus patients (14 with SLE and one with discoid LE) treated with ivIg in cycles of 2-6 consecutive monthly infusions. Among these 15 patients, 10 responded to ivIg therapy with clear clinical improvement. We characterized Tregs and determined TCR spectratypes of four Vß families with reported oligoclonality. Cell counts, cytometry and TCR spectratypes were obtained from peripheral blood at various time points before, during and after ivIg treatment. T-cell oligoclonality was assessed as Vß-familywise repertoire perturbation, calculated for each patient in respect to an individual reference profile averaged over all available time points. RESULTS: For 11 out of 15 patients, average Vß1/Vß2/Vß11/Vß14 repertoires were less perturbed under than outside ivIg therapy. The four exceptions with relatively increased average perturbation during ivIg therapy included three patients who failed to respond clinically to an ivIg therapy cycle. Patients' Treg CD25 surface density (cytometric MFI) was clearly reduced when compared to healthy controls, but not obviously influenced by ivIg. However, patients' average Treg CD25 MFI was found negatively correlated with both Vß11 and Vß14 perturbations measured under ivIg therapy. CONCLUSIONS: This indicates a role of active Tregs in the therapeutic effect of ivIg.


Subject(s)
Immunoglobulins, Intravenous , Lupus Erythematosus, Systemic/immunology , Lupus Erythematosus, Systemic/therapy , T-Lymphocyte Subsets/immunology , T-Lymphocytes, Regulatory/immunology , Adult , Forkhead Transcription Factors/metabolism , Humans , Interleukin-2 Receptor alpha Subunit/metabolism , Longitudinal Studies , Middle Aged , Receptors, Antigen, T-Cell, alpha-beta/metabolism , T-Lymphocyte Subsets/metabolism , T-Lymphocytes, Regulatory/metabolism , Young Adult
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