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Jointly benchmarking small and structural variant calls with vcfdist. | LitMetric

Jointly benchmarking small and structural variant calls with vcfdist.

Genome Biol

Computer Science and Engineering, University of Michigan, Ann Arbor, Michigan, USA.

Published: October 2024

In this work, we extend vcfdist to be the first variant call benchmarking tool to jointly evaluate phased single-nucleotide polymorphisms (SNPs), small insertions/deletions (INDELs), and structural variants (SVs) for the whole genome. First, we find that a joint evaluation of small and structural variants uniformly reduces measured errors for SNPs (- 28.9%), INDELs (- 19.3%), and SVs (- 52.4%) across three datasets. vcfdist also corrects a common flaw in phasing evaluations, reducing measured flip errors by over 50%. Lastly, we show that vcfdist is more accurate than previously published works and on par with the newest approaches while providing improved result interpretability.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11446017PMC
http://dx.doi.org/10.1186/s13059-024-03394-5DOI Listing

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