Data Sheet 1: Benchmarking Somatic Structural Variant Callers on HG008 Genome

A benchmarking study compares the performance of four somatic structural variant detection tools—Sniffles2, Nanomonsv, Savana, and Severus—on the HG008 genome from the Genome in a Bottle Consortium. The 1.1 MB PDF report, authored by Xinran Cui and last updated in May 2026, evaluates these tools against a draft benchmark set. It further proposes a multi-tool ensemble strategy to improve the accuracy of somatic SV identification.

Use Cases

• Benchmarking somatic SV detection algorithms based on the described comparison of Sniffles2, Nanomonsv, Savana, and Severus.
• Developing ensemble methods for variant calling based on the integrated multi-tool strategy discussed.
• Assessing tool performance for cancer genomics research based on the evaluation against the HG008 clonal somatic SV benchmark.

Strengths

• Provides a direct comparison of four leading somatic SV detection tools.
• Uses the HG008 genome from the authoritative Genome in a Bottle Consortium as a test case.
• File size is 1.1 MB, facilitating quick download and review.

Limitations

• The dataset is a 1.1 MB PDF report; the underlying variant call data and column-level details are unavailable.
• Row count and specific data structure are unknown, limiting suitability assessment for direct analysis.
• Column-level documentation is absent; field semantics must be inferred from the report.

Provenance

Source

figshare

Collection Method

Benchmarking study comparing tool outputs against a draft benchmark set.

Freshness

Last updated 2026-05-11 22:02:39