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Volání variant×Detekce variant v jednotlivých buňkách×
OborBioinformatikaBioinformatika
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2009–2010 (modern high-throughput era)2016 (Monovar; foundational single-cell SNV calling)
TvůrceLi et al. (SAMtools/bcftools, 2009); McKenna et al. (GATK, 2010)Hamim Zafar, Ken Chen, Nicholas Navin and colleagues
TypComputational genomics pipelineComputational genomics pipeline
Původní zdrojMcKenna, 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 ↗Zafar, H., Wang, Y., Nakhleh, L., Navin, N., & Chen, K. (2016). Monovar: single-nucleotide variant detection in single cells. Nature Methods, 13(6), 505–507. DOI ↗
Další názvySNP calling, genotyping from sequencing, mutation detection, variant detectionscVariant calling, single-cell SNV calling, scDNA-seq variant detection, single-cell somatic mutation calling
Příbuzné61
ShrnutíVariant 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.Single-cell variant calling is a bioinformatics pipeline that identifies DNA sequence variants — single-nucleotide variants (SNVs), small insertions and deletions, and copy-number alterations — within individual cells rather than across a bulk tissue mixture. By resolving the mutational landscape cell by cell, it reveals intra-tumoral heterogeneity, clonal architecture, and somatic mutation patterns that bulk sequencing obscures. The approach is central to cancer genomics, developmental biology, and any study where cell-to-cell genetic diversity is the primary question.
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ScholarGatePorovnat metody: Variant Calling · Single-cell variant calling. Získáno 2026-06-17 z https://scholargate.app/cs/compare