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Protocol

Lancet paper virtual-tumor SNV/indel benchmark

Lancet paper virtual-tumor SNV/indel benchmark; bounded primary-source AMP candidate.

2 evaluations · 24 results

Overview

Lancet paper virtual-tumor SNV/indel benchmark; bounded primary-source AMP candidate.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

2 recorded evaluations, 24 metric rows. A comparison chart has not yet been validated for these results. The table retains the individual findings and their sources.

View coverage and remaining gaps across all benchmarks

Results

Results are available, but no reviewed comparison panel is linked in this release.

All evaluations

2 evaluations · 24 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.81 indel F1-score
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Lancet row (JATS Tab1)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
1360 indel false negatives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Lancet row (JATS Tab1)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
305 indel false positives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Lancet row (JATS Tab1)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.92 indel precision
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Lancet row (JATS Tab1)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.72 indel recall
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Lancet row (JATS Tab1)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
3590 indel true positives
variants · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Lancet row (JATS Tab1)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.85 SNV F1-score
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Lancet row (JATS Tab2)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
7740 SNV false negatives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Lancet row (JATS Tab2)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
565 SNV false positives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Lancet row (JATS Tab2)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.98 SNV precision
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Lancet row (JATS Tab2)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.75 SNV recall
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Lancet row (JATS Tab2)
Configuration: LancetProtocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
23,848 SNV true positives
variants · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

Lancet evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Lancet row (JATS Tab2)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.77 indel F1-score
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Strelka2 row (JATS Tab1)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
1300 indel false negatives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Strelka2 row (JATS Tab1)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
867 indel false positives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Strelka2 row (JATS Tab1)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.81 indel precision
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Strelka2 row (JATS Tab1)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.73 indel recall
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Strelka2 row (JATS Tab1)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
3650 indel true positives
variants · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 1, Strelka2 row (JATS Tab1)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.85 SNV F1-score
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Strelka2 row (JATS Tab2)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
7460 SNV false negatives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Strelka2 row (JATS Tab2)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
1120 SNV false positives
variants · lower

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Strelka2 row (JATS Tab2)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.96 SNV precision
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Strelka2 row (JATS Tab2)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
0.76 SNV recall
fraction · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Strelka2 row (JATS Tab2)
Configuration: Strelka2Protocol: Lancet paper virtual-tumor SNV/indel benchmark
Dataset: NA12892/NA12891 virtual tumor and matched normal
24,132 SNV true positives
variants · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Strelka2 evaluation

Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.

Aggregation: Not reported

Genome-wide somatic variant calling using localized colored de Bruijn graphs · Table 2, Strelka2 row (JATS Tab2)

Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.

Methods and evaluation design

Procedure, tasks and evaluated configurations

Recorded evaluations

Each evaluation records what was tested and under which conditions.

Baseline coverage

Reference methods help show what a model adds beyond simple controls. We track a null control and a conventional method for each protocol.

0 of 2 active baseline roles have published Rewire measurements in this release. Measurements on a selected protocol do not establish coverage of an entire suite.

No execution recipe linked to this protocol. Recipe availability does not establish a completed evaluation.

Author-reported evaluations
1
External evaluations
1

Literature evidence is not a Rewire measurement. Executed but unpublished runs and private review status are not included.

Null control

Proposed control: requires review

Select a task-valid null control after reviewing inputs and metric

Protocol-specific applicability, permitted inputs, access, split, evaluator and execution requirements need review before implementation or execution.

This is a suggested selection rule, not a validated method or a measured score.

Conventional reference

Proposed control: requires review

Select an upstream conventional reference after reviewing the full protocol

Protocol-specific applicability, permitted inputs, access, split, evaluator and execution requirements need review before implementation or execution.

This is a suggested selection rule, not a validated method or a measured score.

Protocol coverage CSV · Model evaluation matrix · Source table · Release and checksums

Coverage is derived from release 2026-10-07-1448159e6a81. Source citations describe the original records; they do not validate an unreviewed baseline proposal. No results have been generated by this audit.

Run instructions

No runnable recipe has been reviewed for this protocol. Dataset access, model requirements, licences and compute requirements must be checked against its sources before execution.

Strengths, limitations and unresolved questions

Evidence

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Evidence table

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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

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Claims, original sources and review scope · Release 2026-10-07-1448159e6a81
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Sources and history

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Release 2026-10-07-1448159e6a81 · Record review: source checked

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: amp-oncology-rna-20261007-protocol-lancet-virtual-tumor

areas
dna-genomes
method types
conventional_pipeline
missing metadata
None recorded
scope note
Author-developed-caller evaluation, not independent reproduction. Virtual tumor endpoint does not establish sensitivity in clinical tumors, FFPE samples, panels, ctDNA, copy-number or structural variation. SNV printed counts agree with 31,592 truth variants. Do not repair MuTect table #calls=50,228 versus TP+FP=26,505; its row is not proposed for numerical ingestion. Indel Lancet and Strelka2 counts agree with 4,945 truth variants. Preserve Table 1 rounding and do not recompute percentages. Individual-condition confidence intervals unreported in Tables 1–2.
task
Separate SNV and indel virtual-tumor pairs; real germline-supporting reads swapped at reference-homozygous/alternate-homozygous loci; binomial VAF means 0.05, 0.1, 0.2, 0.3; insertion max 13 bp, deletion max 35 bp.
version
2018 primary article Tables 1–2
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