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