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拷贝数变异分析×变异检测×
领域生物信息学生物信息学
方法族Process / pipelineProcess / pipeline
起源年份1998–20062009–2010 (modern high-throughput era)
提出者Pinkel et al. (array CGH); Redon et al. (genome-wide CNV map)Li et al. (SAMtools/bcftools, 2009); McKenna et al. (GATK, 2010)
类型Genomic structural variant detection pipelineComputational genomics pipeline
开创性文献Redon, R., Ishikawa, S., Fitch, K. R., et al. (2006). Global variation in copy number in the human genome. Nature, 444(7118), 444–454. DOI ↗McKenna, A., Hanna, M., Banks, E., Sivachenko, A., Cibulskis, K., Kernytsky, A., ... & DePristo, M. A. (2010). The Genome Analysis Toolkit: A MapReduce framework for analyzing next-generation DNA sequencing data. Genome Research, 20(9), 1297–1303. DOI ↗
别名CNV analysis, copy number variant detection, CNV calling, somatic copy number alteration analysisSNP calling, genotyping from sequencing, mutation detection, variant detection
相关66
摘要Copy number variation (CNV) analysis is a genomic pipeline for detecting regions where individuals carry fewer or more copies of a DNA segment than the reference genome. CNVs span kilobases to megabases and are a major class of structural variation implicated in cancer, neurodevelopmental disorders, and population diversity. The pipeline typically processes SNP array intensities or read-depth signals from whole-genome sequencing, applies segmentation algorithms, calls gain and loss events, and annotates them against gene and clinical databases.Variant calling is the computational process of identifying positions in a sequenced genome that differ from a reference sequence — including single nucleotide polymorphisms (SNPs), small insertions and deletions (indels), and structural variants. It transforms aligned sequencing reads into an interpretable catalogue of genetic differences, forming the foundation for population genetics, disease-gene discovery, and clinical genomics applications.
ScholarGate数据集
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  1. v1
  2. 2 来源
  3. PUBLISHED

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ScholarGate方法对比: Copy Number Variation Analysis · Variant Calling. 于 2026-06-18 检索自 https://scholargate.app/zh/compare