ArticleBMC genomics2015
MicroRNAs enrichment in GWAS of complex human phenotypes.
Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
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Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Analyzing the Role of MicroRNAs in Schizophrenia in the Context of Common Genetic Risk Variants.JAMA psychiatry · 2016Pooled it
- A comprehensive study of genetic regulation and disease associations of plasma circulatory microRNAs using population-level data.Genome biology · 2024Article
- MicroRNA Milk Exosomes: From Cellular Regulator to Genomic Marker.Animals : an open access journal from MDPI · 2020Review
- The developmental-genetics of canalization.Seminars in cell & developmental biology · 2019Review
- Some implications of an epigenetic-based omnigenic model of psychiatric disorders.Journal of theoretical biology · 2018Article
- Predictive modeling of miRNA-mediated predisposition to alcohol-related phenotypes in mouse.BMC genomics · 2018Article
- miRNA-regulated transcription associated with mouse strains predisposed to hypnotic effects of ethanol.Brain and behavior · 2018Article
- Article
- New statistical approaches exploit the polygenic architecture of schizophrenia--implications for the underlying neurobiology.Current opinion in neurobiology · 2016Review
- A Dormant Microbial Component in the Development of Preeclampsia.Frontiers in medicine · 2016Review
Corrections and comments
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Authors and funding
13 authors.
Funding
Abstract
backgroundThe 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.
resultsWe 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.
conclusionsOur 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.
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