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

Links