fivepseq
fivepseq analyzes distributions of 5' endpoints from RNA sequencing datasets capturing 5' monophosphorylated RNAs, including 5PSeq, PARE-seq, GMUC and ribosome profiling, to characterize RNA decay and ribosome dynamics.
Key Features:
- Supported datasets: Supports 5' monophosphorylated RNA sequencing datasets including 5PSeq, PARE-seq, GMUC, and ribosome profiling.
- Visualization of 5' endpoints: Visualizes 5' endpoint distributions and degradome profiles to reveal positional patterns of RNA cleavage and protection.
- Metagene and gene-specific analysis: Performs global metagene analyses and gene-level analyses to examine translational features across transcripts.
- Codon-specific pause analysis: Detects and quantifies codon-specific ribosome pauses and stalling events.
- Frameshift identification: Identifies frameshifts linked to ribosome stalling.
- Motif and termination-level protection analysis: Detects motif-specific ribosome protection and increased ribosome protection at termination sites.
Scientific Applications:
- Ribosome dynamics in eukaryotes: Characterizes ribosome positioning and 5'-3' co-translational degradation dynamics in vivo.
- Gene-specific investigations: Analyzes gene-specific ribosome pauses such as those observed in S. cerevisiae following eIF5A depletion and associated frameshifts.
- Developmental insights in plants: Profiles motif-specific ribosome protection and termination-associated protection across developmental stages in Arabidopsis thaliana.
Methodology:
Provides reproducible computational analysis of 5'P degradome data.
Topics
Details
- License:
- BSD-3-Clause
- Programming Languages:
- Python
- Added:
- 9/3/2020
- Last Updated:
- 9/3/2020
Operations
Publications
Nersisyan L, Ropat M, Pelechano V. Improved computational analysis of ribosome dynamics from 5’P degradome data using fivepeseq. Unknown Journal. 2020. doi:10.1101/2020.01.22.915421.
Documentation
User manual
https://fivepseq.readthedocs.io/en/latest/Downloads
- Source codehttps://github.com/lilit-nersisyan/fivepseq