4.7 Article

cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data

Journal

BIOINFORMATICS
Volume 37, Issue 22, Pages 4251-4252

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btab413

Keywords

-

Funding

  1. National Natural Science Foundation of China [61773230, 61721003]

Ask authors/readers for more resources

cfDNApipe is an easy-to-use and systematic python package for cfDNA whole-genome sequencing and whole-genome bisulfite sequencing data analysis, covering the entire analysis pipeline, quality control, and statistical analysis.
Motivation: Cell-free DNA (cfDNA) is gaining substantial attention from both biological and clinical fields as a promising marker for liquid biopsy. Many aspects of disease-related features have been discovered from cfDNA high-throughput sequencing (HTS) data. However, there is still a lack of integrative and systematic tools for cfDNA HTS data analysis and quality control (QC). Results: Here, we propose cfDNApipe, an easy-to-use and systematic python package for cfDNA whole-genome sequencing (WGS) and whole-genome bisulfite sequencing (WGBS) data analysis. It covers the entire analysis pipeline for the cfDNA data, including raw sequencing data processing, QC and sophisticated statistical analysis such as detecting copy number variations (CNVs), differentially methylated regions and DNA fragment size alterations. cfDNApipe provides one-command-line-execution pipelines and flexible application programming interfaces for customized analysis.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.7
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available