CPDSeqer
CPDSeqer processes and analyzes cyclobutane pyrimidine dimer (CPD) sequencing data to identify and quantify UV-induced DNA lesions at single-nucleotide resolution across genomes.
Key Features:
- High-Throughput Data Processing: Handles single-sample and multiple-sample experimental designs for both genome-wide and targeted regional analyses of CPD-Seq data.
- Quality Control: Performs quality control analyses specific to CPD-Seq experiments to assess experimental performance.
- Scalable Runtime: Typical runtime is approximately 4 hours per sample and can be accelerated through parallel computing for larger datasets.
- Diagnostic Graphics: Generates graphics to diagnose experimental performance and to identify genomic regions enriched for CPD formation.
- Comparative Analysis Scenarios: Supports three distinct analysis scenarios for comparing UV damage, enabling evaluation of directional trends and statistical significance.
Scientific Applications:
- Mutagenesis Research: Enables analysis of CPD formation and repair to investigate mechanisms of UV-induced mutagenesis.
- Cancer Genomics: Facilitates study of UV-induced DNA lesions in contexts relevant to skin cancers such as melanoma and nonmelanoma types.
Methodology:
Processes data generated by the CPD-Seq technique, accommodates various experimental designs, performs genome-wide and targeted regional analyses, and produces diagnostic graphics and reports.
Topics
Details
- License:
- MIT
- Tool Type:
- command-line tool
- Programming Languages:
- Python, R
- Added:
- 6/14/2021
- Last Updated:
- 8/23/2021
Operations
Publications
Sheng Q, Yu H, Duan M, Ness S, He J, Kang H, Jiang L, Wyrick JJ, Mao P, Guo Y. A streamlined solution for processing, elucidating and quality control of cyclobutane pyrimidine dimer sequencing data. Nature Protocols. 2021;16(4):2190-2212. doi:10.1038/s41596-021-00496-3. PMID:33731963. PMCID:PMC8555867.
PMID: 33731963
Funding: - U.S. Department of Health & Human Services | NIH | National Cancer Institute: P30CA118100
Links
Issue tracker
http://github.com/shengqh/cpdseqer/issues