Characterization of subclonal variants in HG002 Genome in a Bottle reference material as a resource for benchmarking variant callers

Published

December 19, 2025

Author(s)

Megan Cleveland, Jennifer McDaniel, Justin Zook, Nathanael Olson

Abstract

We developed a benchmark set of subclonal variants in the Genome in a Bottle (GIAB) Consortium HG002 reference material (RM) DNA for evaluating lower-frequency variant callsets. We used a somatic variant caller with high-coverage (300×) whole-genome sequencing data from the GIAB Ashkenazi Jewish trio to identify potential subclonal variants in the HG002 RM DNA. Using orthogonal sequencing data and manual curation, we defined a benchmark set with 85 high-confidence subclonal single-nucleotide variants (SNVs) (allele frequency [AF] > 5%) and a benchmark region covering 2.45 Gbp of the autosomes. External validation supported that it can be used to reliably identify both false negatives and false positives for a variety of sequencing technologies and variant callers. By adding our characterization of mosaic SNVs in this widely used cell line, we have expanded the scope of bioinformatic and sequencing applications for which the HG002 GIAB RM can be used to include benchmarking subclonal SNVs.

Citation

Cell Genomics

Pub Type

Journals

Download Paper

https://doi.org/10.1016/j.xgen.2025.101104

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Keywords

Somatic mosaicism, variant calling, mosaic variant, somatic variant, SNV, genome sequencing, benchmarking, genome in a bottle

Citation

Cleveland, M. , McDaniel, J. , Zook, J. and Olson, N. (2025), Characterization of subclonal variants in HG002 Genome in a Bottle reference material as a resource for benchmarking variant callers, Cell Genomics, [online], https://doi.org/10.1016/j.xgen.2025.101104, https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=958596 (Accessed March 28, 2026)