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变异检测×拷贝数变异分析×
领域生物信息学生物信息学
方法族Process / pipelineProcess / pipeline
起源年份2009–2010 (modern high-throughput era)1998–2006
提出者Li et al. (SAMtools/bcftools, 2009); McKenna et al. (GATK, 2010)Pinkel et al. (array CGH); Redon et al. (genome-wide CNV map)
类型Computational genomics pipelineGenomic structural variant detection pipeline
开创性文献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 ↗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 ↗
别名SNP calling, genotyping from sequencing, mutation detection, variant detectionCNV analysis, copy number variant detection, CNV calling, somatic copy number alteration analysis
相关66
摘要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.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.
ScholarGate数据集
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  2. 2 来源
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  1. v1
  2. 2 来源
  3. PUBLISHED

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