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cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data
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 integ...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9502158/ https://www.ncbi.nlm.nih.gov/pubmed/34042972 http://dx.doi.org/10.1093/bioinformatics/btab413 |
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author | Zhang, Wei Wei, Lei Huang, Jiaqi Zhong, Bixi Li, Jiaqi Xu, Hanwen He, Shuying Liu, Yu Liu, Juhong Lv, Hairong Wang, Xiaowo |
author_facet | Zhang, Wei Wei, Lei Huang, Jiaqi Zhong, Bixi Li, Jiaqi Xu, Hanwen He, Shuying Liu, Yu Liu, Juhong Lv, Hairong Wang, Xiaowo |
author_sort | Zhang, Wei |
collection | PubMed |
description | 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. AVAILABILITY AND IMPLEMENTATION: https://xwanglabthu.github.io/cfDNApipe/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-9502158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-95021582022-09-26 cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data Zhang, Wei Wei, Lei Huang, Jiaqi Zhong, Bixi Li, Jiaqi Xu, Hanwen He, Shuying Liu, Yu Liu, Juhong Lv, Hairong Wang, Xiaowo Bioinformatics Applications Notes 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. AVAILABILITY AND IMPLEMENTATION: https://xwanglabthu.github.io/cfDNApipe/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-05-27 /pmc/articles/PMC9502158/ /pubmed/34042972 http://dx.doi.org/10.1093/bioinformatics/btab413 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Applications Notes Zhang, Wei Wei, Lei Huang, Jiaqi Zhong, Bixi Li, Jiaqi Xu, Hanwen He, Shuying Liu, Yu Liu, Juhong Lv, Hairong Wang, Xiaowo cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data |
title | cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data |
title_full | cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data |
title_fullStr | cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data |
title_full_unstemmed | cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data |
title_short | cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data |
title_sort | cfdnapipe: a comprehensive quality control and analysis pipeline for cell-free dna high-throughput sequencing data |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9502158/ https://www.ncbi.nlm.nih.gov/pubmed/34042972 http://dx.doi.org/10.1093/bioinformatics/btab413 |
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