bigPint
bigPint provides interactive visualizations for exploration, quality assessment, and interpretation of RNA-seq differential expression results.
Key Features:
- Interactive visualization tools: Includes scatterplot matrices, parallel coordinate plots, volcano plots, and litre plots for exploration of multivariate RNA-seq data.
- Supported analysis stages: Supports Clustering, DataImport, DifferentialExpression, GeneExpression, MultipleComparison, Normalization, Preprocessing, QualityControl, Sequencing, Software, Transcription, and Visualization.
- Detection of analysis issues: Enables identification of normalization issues and differential expression designation problems via visualization.
- Identification of genes of interest: Facilitates discovery and inspection of genes of interest through interactive visualization of gene-level expression patterns.
Scientific Applications:
- Genomics differential expression workflows: Integrates visual feedback into RNA-seq differential expression analysis workflows used by biologists and bioinformaticians.
- Quality control and normalization assessment: Supports assessment of normalization and quality-control procedures in RNA-seq studies.
- Interpretation and biological insight: Aids interpretation of RNA-seq data and extraction of biological information through statistical graphics.
Methodology:
Uses interactive graphics to visualize RNA-seq expression data and differential expression results to detect normalization and differential expression designation issues and to explore gene-level patterns.
Topics
Details
- License:
- GPL-3.0
- Programming Languages:
- R
- Added:
- 11/14/2019
- Last Updated:
- 12/5/2020
Operations
Publications
Rutter L, Moran Lauter AN, Graham MA, Cook D. Visualization methods for differential expression analysis. BMC Bioinformatics. 2019;20(1). doi:10.1186/s12859-019-2968-1. PMID:31492109. PMCID:PMC6731617.
PMID: 31492109
PMCID: PMC6731617
Funding: - Agricultural Research Service: 5030-21220-005-00D
- Iowa Soybean Association: 5030-21220-005-00D