MeRIPseqPipe

MeRIPseqPipe performs end-to-end analysis of methylated RNA immunoprecipitation sequencing (MeRIP-seq) data to identify and functionally characterize RNA modifications such as N6-methyladenosine (m6A) through preprocessing, alignment, peak calling, and downstream analyses.


Key Features:

  • Integrated Functional Analysis Modules: Provides modules for preprocessing, peak calling, and downstream functional analyses within a single pipeline framework.
  • Nextflow and Docker Support: Implements the pipeline in Nextflow and packages components in Docker containers to standardize execution environments.
  • Batch Processing Capability: Supports processing of multiple samples concurrently to accommodate high-throughput datasets.
  • Structured Output Directory: Organizes outputs into a directory hierarchy that reflects analysis steps and the tools used for each step.
  • Visualization Reports: Generates HTML reports containing tables and plots that summarize analysis results.

Scientific Applications:

  • m6A modification studies: Enables identification and characterization of N6-methyladenosine (m6A) sites from MeRIP-seq data.
  • Gene expression regulation: Supports investigation of how RNA modifications influence gene expression patterns.
  • Cellular differentiation studies: Facilitates analysis of modification-associated changes during cellular differentiation.
  • Disease mechanism and therapeutic target discovery: Assists in exploring roles of RNA modifications in disease mechanisms and potential therapeutic targets.

Methodology:

Implemented in Nextflow with Docker containers; computational steps explicitly include quality control, alignment, peak calling, and downstream functional analyses.

Topics

Details

License:
MIT
Cost:
Free of charge
Tool Type:
command-line tool
Operating Systems:
Mac, Linux, Windows
Programming Languages:
R, Shell, Perl
Added:
6/20/2022
Last Updated:
6/20/2022

Operations

Publications

Bao X, Zhu K, Liu X, Chen Z, Luo Z, Zhao Q, Ren J, Zuo Z. MeRIPseqPipe: an integrated analysis pipeline for MeRIP-seq data based on Nextflow. Bioinformatics. 2022;38(7):2054-2056. doi:10.1093/bioinformatics/btac025. PMID:35022687.

PMID: 35022687
Funding: - National Natural Science Foundation of China: 81772614 - National Key R&D Program of China: 2017YFA0106700 - Program for Guangdong Introducing Innovative and Entrepreneurial Teams: 2017ZT07S096 - Guangdong Basic and Applied Basic Research Foundation: 2021B1515020108

Documentation