IW-Scoring: an Integrative Weighted Scoring framework for annotating and prioritizing genetic variations in the noncoding genome
Abstract
IW-Scoring represents a new Integrative Weighted Scoring model to annotate and prioritise functionally relevant noncoding variations. The pipeline integrates 11 popular algorithms and outperforms individual methods in three independent data sets, including variants in ClinVar database and GWAS studies, and cancer mutations. Using IW-Scoring, we located 11 recurrently mutated noncoding regions enriched for at least three functional mutations in 14 follicular lymphoma genomes, and validated 9 clusters (82%) in the International Cancer Genome Consortium cohort (n=36), including promoter and enhancer regions of PAX5. IW-Scoring offers greater versatility to identify trait and disease associated noncoding variants.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 35
- FWCI
- 2.76
- Field percentile
- top 9%
- Organism
- Assay
- Research Focus
- Approach
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
- WEVar: a novel statistical learning framework for predicting noncoding regulatory variants
Ye Wang, Yuchao Jiang, … Li Chen·Briefings in BioinformaticsPeer-reviewed·Apr 23, 2021
- Disease-specific prioritization of non-coding GWAS variants based on chromatin accessibility
Qianqian Liang, Abin Abraham, … Dennis Kostka·Human Genetics and Genomics AdvancesPeer-reviewed·May 20, 2024
- Classification of non-coding variants with high pathogenic impact
Lambert Moyon, Camille Berthelot, … Hugues Roest Crollius·PLoS GeneticsPeer-reviewed·Apr 29, 2022
- A unified analytic framework for prioritization of non-coding variants of uncertain significance in heritable breast and ovarian cancer
Eliseos J Mucaki, Natasha G Caminsky, … Peter K Rogan·BMC Medical GenomicsPeer-reviewed·Apr 11, 2016
- HiFIseek: gene-specific enrichment of high-impact mutations in associated genomic regions
Rafael Riudavets Puig, Denise G O'Mahony, … Anthony Mathelier·PLoS Computational BiologyPeer-reviewed·Oct 6, 2026
- Optimized high-throughput screening of non-coding variants identified from genome-wide association studies
Tunç Morova, Yi Ding, … Nathan A. Lack·Nucleic Acids ResearchPeer-reviewed·Dec 6, 2022