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HaplotypeCaller

Definition
AI-generated

HaplotypeCaller is a GATK tool that calls germline SNVs and indels from aligned reads using local reassembly and haplotype likelihoods.

Why it matters in GWAS

Short-read WGS and WES pipelines in published GWAS often name HaplotypeCaller as the primary variant caller; understanding it separates caller-specific behavior (indels, active regions, gVCF) from downstream association modeling.

Example usage

"Single-sample gVCFs were produced with HaplotypeCaller in GVCF mode, then jointly genotyped with GenomicsDBImport and GenotypeGVCFs."

References

  • DePristo MA, et al. (2011). A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nature Genetics. https://doi.org/10.1038/ng.806
  • Poplin R, et al. (2018). Scaling accurate genetic variant discovery to tens of thousands of samples. Nature. https://doi.org/10.1038/nature24239

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