APAlyzer
APAlyzer analyzes alternative polyadenylation (APA) isoforms from RNA-seq data to quantify and characterize 3'UTR and intronic APA and to relate APA to gene expression using PolyA_DB and GTEx annotations.
Key Features:
- Implementation: Implemented as an R/Bioconductor package for analysis of APA from RNA-seq data.
- 3'UTR APA: Performs detailed analysis of alternative polyadenylation events occurring in 3' untranslated regions (3'UTRs) of genes.
- Intronic APA: Supports investigation of intronic APA events occurring within gene introns.
- Gene Expression Analysis: Integrates gene expression analysis from RNA-seq to relate transcriptional changes to APA isoform usage.
- Integration with PolyA_DB: Uses annotated polyadenylation sites from PolyA_DB to identify and characterize APA events.
- Cross-Tissue APA Profiling: Supports profiling of APA events across human tissues using GTEx data.
Scientific Applications:
- Regulation Under Different Conditions: Enables analysis of dynamic APA regulation across growth and differentiation conditions.
- Tissue-Specific Studies: Facilitates identification of tissue-specific APA patterns using GTEx-derived profiles.
- Gene Expression Correlation: Allows correlation of APA isoform usage with gene expression changes measured from RNA-seq.
Methodology:
Uses RNA-seq data as input and maps reads to annotated polyadenylation sites to quantify and characterize APA isoforms.
Topics
Details
- License:
- LGPL-3.0
- Tool Type:
- library
- Programming Languages:
- R
- Added:
- 1/18/2021
- Last Updated:
- 1/24/2021
Operations
Publications
Wang R, Tian B. APAlyzer: a bioinformatics package for analysis of alternative polyadenylation isoforms. Bioinformatics. 2020;36(12):3907-3909. doi:10.1093/bioinformatics/btaa266. PMID:32321166. PMCID:PMC7320624.