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CNVRanger: association analysis of CNVs with gene expression and quantitative phenotypes

机译:CNVRanger:基因表达和定量表型的CNV相关分析

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摘要

A Summary: Copy number variation (CNV) is a major type of structural genomic variation that is increasingly studied across different species for association with diseases and production traits. Established protocols for experimental detection and computational inference of CNVs from SNP array and next-generation sequencing data are available. We present the CNVRanger R/Bioconductor package which implements a comprehensive toolbox for structured downstream analysis of CNVs. This includes functionality for summarizing individual CNV calls across a population, assessing overlap with functional genomic regions, and genome-wide association analysis with gene expression and quantitative phenotypes.
机译:摘要:拷贝数变异(CNV)是一种主要类型的结构基因组变异,越来越多地研究不同种类的与疾病和生产性状相关。 可以获得来自SNP阵列和下一代测序数据的CNV的实验检测和计算推理的建立的协议。 我们介绍了CNVRanger R / Biocucondiond Packet,它实现了一个全面的工具箱,用于CNV的结构化下游分析。 这包括用于总结群体的单个CNV呼叫的功能,评估具有功能基因组区域的重叠,以及基因表达和定量表型的基因组关联分析。

著录项

  • 来源
    《Bioinformatics》 |2020年第3期|共2页
  • 作者单位

    Wageningen Univ &

    Res Dept Anim Breeding &

    Genom NL-6708 PB Wageningen Netherlands;

    CUNY Dept Epidemiol &

    Biostat Grad Sch Publ Hlth &

    Hlth Policy New York NY 10027 USA;

    Wageningen Univ &

    Res Dept Anim Breeding &

    Genom NL-6708 PB Wageningen Netherlands;

    Wageningen Univ &

    Res Dept Anim Breeding &

    Genom NL-6708 PB Wageningen Netherlands;

    Swedish Univ Agr Sci Dept Anim Breeding &

    Genet S-75007 Uppsala Sweden;

    Embrapa Pecuaria Sudeste BR-13560970 Sao Carlos Brazil;

    Univ Sao Paulo Dept Anim Sci BR-13418900 Piracicaba Brazil;

    Ludwig Maximilians Univ Munchen Dept Bioinformat D-80333 Munich Germany;

    CUNY Dept Epidemiol &

    Biostat Grad Sch Publ Hlth &

    Hlth Policy New York NY 10027 USA;

    CUNY Dept Epidemiol &

    Biostat Grad Sch Publ Hlth &

    Hlth Policy New York NY 10027 USA;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物工程学(生物技术);
  • 关键词

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