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Single-cell Copy Number Variation Analysis×バリアントコーリング×
分野バイオインフォマティクスバイオインフォマティクス
系統Process / pipelineProcess / pipeline
提唱年2011–20152009–2010 (modern high-throughput era)
提唱者Navin et al. (single-cell sequencing for CNV); Garvin et al. (Ginkgo tool, 2015)Li et al. (SAMtools/bcftools, 2009); McKenna et al. (GATK, 2010)
種類Computational genomics pipelineComputational genomics pipeline
原典Garvin, T., Aboukhalil, R., Kendall, J., Baslan, T., Atwal, G. S., Hicks, J., Wigler, M., & Schatz, M. C. (2015). Interactive analysis and assessment of single-cell copy-number variations. Nature Methods, 12(11), 1058–1060. link ↗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 ↗
別名scCNV analysis, single-cell CNV, scCNA analysis, single-cell copy number aberration analysisSNP calling, genotyping from sequencing, mutation detection, variant detection
関連66
概要Single-cell copy number variation (scCNV) analysis detects gains and losses of genomic segments within individual cells, enabling researchers to resolve intratumor heterogeneity, reconstruct clonal evolution, and distinguish malignant from normal cells at single-cell resolution. It can be applied to single-cell whole-genome sequencing data directly or inferred from read-depth signals in scRNA-seq or scATAC-seq experiments.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.
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ScholarGate手法を比較: Single-cell Copy Number Variation Analysis · Variant Calling. 2026-06-18に以下より取得 https://scholargate.app/ja/compare