Onkopipe: A Snakemake Based DNA-Sequencing Pipeline for Clinical Variant Analysis in Precision Medicine.

Q3 Health Professions Studies in Health Technology and Informatics Pub Date : 2023-09-12 DOI:10.3233/SHTI230694
Jingyu Yang, Tim Beißbarth, Jürgen Dönitz
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Abstract

NGS is increasingly used in precision medicine, but an automated sequencing pipeline that can detect different types of variants (single nucleotide - SNV, copy number - CNV, structural - SV) and does not rely on normal samples as germline comparison is needed. To address this, we developed Onkopipe, a Snakemake-based pipeline that integrates quality control, read alignments, BAM pre-processing, and variant calling tools to detect SNV, CNV, and SV in a unified VCF format without matched normal samples. Onkopipe is containerized and provides features such as reproducibility, parallelization, and easy customization, enabling the analysis of genomic data in precision medicine. Our validation and evaluation demonstrate high accuracy and concordance, making Onkopipe a valuable open-source resource for molecular tumor boards. Onkopipe is being shared as an open source project and is available at https://gitlab.gwdg.de/MedBioinf/mtb/onkopipe.

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Onkopipe:用于精准医学临床变异分析的基于蛇的dna测序管道。
NGS越来越多地用于精准医学,但自动化测序流水线可以检测不同类型的变异(单核苷酸- SNV,拷贝数- CNV,结构- SV),并且不依赖于正常样本,因为需要进行种系比较。为了解决这个问题,我们开发了Onkopipe,这是一个基于snakemaker的管道,它集成了质量控制、读取比对、BAM预处理和变体调用工具,可以在没有匹配正常样本的情况下以统一的VCF格式检测SNV、CNV和SV。Onkopipe是容器化的,并提供再现性、并行化和易于定制等功能,从而能够在精准医学中分析基因组数据。我们的验证和评估显示出较高的准确性和一致性,使Onkopipe成为分子肿瘤板的宝贵开源资源。Onkopipe作为一个开源项目共享,可在https://gitlab.gwdg.de/MedBioinf/mtb/onkopipe上获得。
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来源期刊
Studies in Health Technology and Informatics
Studies in Health Technology and Informatics Health Professions-Health Information Management
CiteScore
1.20
自引率
0.00%
发文量
1463
期刊介绍: This book series was started in 1990 to promote research conducted under the auspices of the EC programmes’ Advanced Informatics in Medicine (AIM) and Biomedical and Health Research (BHR) bioengineering branch. A driving aspect of international health informatics is that telecommunication technology, rehabilitative technology, intelligent home technology and many other components are moving together and form one integrated world of information and communication media.
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