F1000ResearchBioinformaticsPeer-reviewed journal article
FORGE : A tool to discover cell specific enrichments of GWAS associated SNPs in regulatory regions.
Ian DunhamiD, Eugene Kulesha, Valentina IotchkovaiD, Sandro MorganellaiD, Ewan BirneyiD
Abstract
Genome wide association studies provide an unbiased discovery mechanism for numerous human diseases. However, a frustration in the analysis of GWAS is that the majority of variants discovered do not directly alter protein-coding genes. We have developed a simple analysis approach that detects the tissue-specific regulatory component of a set of GWAS SNPs by identifying enrichment of overlap with DNase I hotspots from diverse tissue samples. Functional element Overlap analysis of the Results of GWAS Experiments (FORGE) is available as a web tool and as standalone software and provides tabular and graphical summaries of the enrichments. Conducting FORGE analysis on SNP sets for 260 phenotypes available from the GWAS catalogue reveals numerous overlap enrichments with tissue-specific components reflecting the known aetiology of the phenotypes as well as revealing other unforeseen tissue involvements that may lead to mechanistic insights for disease.
- organism: human
- assay: DNA methylation
- assay: ChIP-seq
- research focus: GWAS / association mapping
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- GARFIELD - GWAS Analysis of Regulatory or Functional Information Enrichment with LD correction
Valentina Iotchkova, Graham R. S. Ritchie, … Nicole Soranzo·bioRxiv·Nov 7, 2016
- FORGEdb: a tool for identifying candidate functional variants and uncovering target genes and mechanisms for complex diseases.
Charles E. Breeze, Eric Haugen, … Sonja I. Berndt·Genome biologyPeer-reviewed·Jan 2, 2024
- Joint analysis of functional genomic data and genome-wide association studies of 18 human traits
Joseph Pickrell·bioRxiv·Feb 25, 2014
- LocusFocus: A web-based colocalization tool for the annotation and functional follow-up of GWAS
Naim Panjwani, Fan Wang, … Lisa J. Strug·PLoS Computational BiologyPeer-reviewed·Oct 22, 2020
- Integrative tissue-specific functional annotations in the human genome provide novel insights on many complex traits and improve signal prioritization in genome wide association studies
Qiongshi Lu, Ryan Lee Powles, … Hongyu Zhao·bioRxiv·Oct 6, 2015
- snpXplorer: a web application to explore SNP-associations and annotate SNP-sets
Niccoló Tesi, Sven J. van der Lee, … Marcel J. T. Reinders·Nucleic Acids ResearchPeer-reviewed·May 1, 2021