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相关概念视频

RNA-seq03:21

RNA-seq

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RNA sequencing, or RNA-Seq, is a high-throughput sequencing technology used to study the transcriptome of a cell. Transcriptomics helps to interpret the functional elements of a genome and identify the molecular constituents of an organism. Additionally, it also helps in understanding the development of an organism and the occurrence of diseases. 
Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while...
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Detection of Rare Genomic Variants from Pooled Sequencing Using SPLINTER
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MosaiCatcher v2:一个基于Strand-seq的单细胞结构变异检测和分析参考框架.

Thomas Weber1, Marco Raffaele Cosenza1, Jan Korbel1,2

  • 1European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany.

Bioinformatics (Oxford, England)
|October 18, 2023
PubMed
概括
此摘要是机器生成的。

MosaiCatcher v2提供了一个标准化的工作流程,用于检测单细胞中的结构变异 (SV),使用DNA模板链序列 (Strand-seq). 这种增强的框架确保了人类遗传学和单细胞基因组学研究的可复制计算处理.

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科学领域:

  • 基因组学就是基因组学.
  • 一个单细胞分析.
  • 生物信息学是一种生物信息学.

背景情况:

  • 单细胞DNA模板链序列化 (Strand-seq) 是一种强大的基因组分析技术,包括哈普洛型分相和结构变异 (SV) 调用.
  • 对于Strand-seq数据分析的现有工作流可以是复杂的,缺乏标准化,阻碍可重复性.

研究的目的:

  • 介绍 MosaiCatcher v2,一个标准化的工作流程和参考框架,用于使用 Strand-seq.q. 来检测单细胞 SV.
  • 为了提高Strand-seq数据的计算处理的可复制性和稳定性.

主要方法:

  • 开发自动化的上游质量控制 (QC) 和装配子工作流程,并进行多步规范化.
  • 集成用于SV功能表征和基因定型 (ArbiGent) 的模块.
  • 使用Snakemake工作流管理系统实现平台可移植性.

主要成果:

  • MosaiCatcher v2 提供自动化 QC,规范化和 SV 分析功能.
  • 该框架整合了 SV 功能表征和基因型定型.
  • 为了可共享的结果,生成了一个用户友好的Web报告.

结论:

  • MosaiCatcher v2 建立了一个可重现的 Strand-seq 数据的计算处理的基石.
  • 该框架支持人类遗传学和单细胞基因组学的生产环境.
  • 与容器和Conda环境的兼容性确保了强度和可访问性.