Configuration

Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)

Voting ensemble 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet' retained by the authors (Best-Comb-SNV).

Overview

Voting ensemble 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet' retained by the authors (Best-Comb-SNV).

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

Evaluations and results

1 evaluation · 6 results. Different protocols are not a single leaderboard.

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Exact evaluated configurations and original reported results
Tested configuration	Protocol and dataset	Finding	Evidence and details
Configuration: Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)	Protocol: SEQC2 HCC1395 WES validation sample, somatic SNVs (Guille et al. 2025 Table S7) Dataset: SEQC2 HCC1395/HCC1395BL WES, Fudan replicate (WES_FD_T_1), high-confidence regions	0.881 f1-score fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025) somatic-20261009-protocol-guille2025-seqc2-fd-wes-snv Aggregation: Not reported A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing; Guille et al. 2025, Supplementary Table S7 (validation dataset) · Supplementary Table S7 (tables7_bbae697.xls, sheet 'Results'), H20; Tools 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; column 'F1'
Configuration: Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)	Protocol: SEQC2 HCC1395 WES validation sample, somatic SNVs (Guille et al. 2025 Table S7) Dataset: SEQC2 HCC1395/HCC1395BL WES, Fudan replicate (WES_FD_T_1), high-confidence regions	58 false-positive-count count · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025) somatic-20261009-protocol-guille2025-seqc2-fd-wes-snv Aggregation: Not reported A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing; Guille et al. 2025, Supplementary Table S7 (validation dataset) · Supplementary Table S7 (tables7_bbae697.xls, sheet 'Results'), E20; Tools 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; column 'FP'
Configuration: Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)	Protocol: SEQC2 HCC1395 WES validation sample, somatic SNVs (Guille et al. 2025 Table S7) Dataset: SEQC2 HCC1395/HCC1395BL WES, Fudan replicate (WES_FD_T_1), high-confidence regions	3.85e-7 false-positive-rate fraction · lower Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025) somatic-20261009-protocol-guille2025-seqc2-fd-wes-snv Aggregation: Not reported A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing; Guille et al. 2025, Supplementary Table S7 (validation dataset) · Supplementary Table S7 (tables7_bbae697.xls, sheet 'Results'), G20; Tools 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; column 'FPR'
Configuration: Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)	Protocol: SEQC2 HCC1395 WES validation sample, somatic SNVs (Guille et al. 2025 Table S7) Dataset: SEQC2 HCC1395/HCC1395BL WES, Fudan replicate (WES_FD_T_1), high-confidence regions	0.943 precision fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025) somatic-20261009-protocol-guille2025-seqc2-fd-wes-snv Aggregation: Not reported A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing; Guille et al. 2025, Supplementary Table S7 (validation dataset) · Supplementary Table S7 (tables7_bbae697.xls, sheet 'Results'), I20; Tools 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; column 'PPV'
Configuration: Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)	Protocol: SEQC2 HCC1395 WES validation sample, somatic SNVs (Guille et al. 2025 Table S7) Dataset: SEQC2 HCC1395/HCC1395BL WES, Fudan replicate (WES_FD_T_1), high-confidence regions	0.826 recall fraction · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025) somatic-20261009-protocol-guille2025-seqc2-fd-wes-snv Aggregation: Not reported A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing; Guille et al. 2025, Supplementary Table S7 (validation dataset) · Supplementary Table S7 (tables7_bbae697.xls, sheet 'Results'), F20; Tools 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; column 'TPR'
Configuration: Vote ensemble Lofreq, Muse, Mutect2, SomaticSniper, Strelka, Lancet, at least 3 agree (Guille et al. 2025)	Protocol: SEQC2 HCC1395 WES validation sample, somatic SNVs (Guille et al. 2025 Table S7) Dataset: SEQC2 HCC1395/HCC1395BL WES, Fudan replicate (WES_FD_T_1), high-confidence regions	958 true-positive-count count · higher Uncertainty: Not reported by the source Coverage: Not reported scored / Not reported eligible	Author-reported evaluation · Source checked Methods, coverage and source Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025) somatic-20261009-protocol-guille2025-seqc2-fd-wes-snv Aggregation: Not reported A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing; Guille et al. 2025, Supplementary Table S7 (validation dataset) · Supplementary Table S7 (tables7_bbae697.xls, sheet 'Results'), D20; Tools 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; column 'TP'

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Sources and history

Release 2026-10-09-8cc1db47c7f9 · Record review: source checked

2 source records and release history

A benchmarking study of individual somatic variant callers and voting-based ensembles for whole-exome sequencing · Original source · Briefings in Bioinformatics 26(1):bbae697, published online 2025-01-18; PMC11790059 full-text XML
Guille et al. 2025, Supplementary Table S7 (validation dataset) · Original source · tables7_bbae697.xls inside the Europe PMC supplementary files bundle for PMC11790059

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Technical metadata and extraction receipts

Stable ID: somatic-20261009-config-guille2025-vote-6snv-min3

areas: dna-genomes
contexts: clinical_research
method types: conventional_pipeline
reported name: Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet
foundation model eligible: false
protocol: A variant is called when at least 3 of the 6 member callers report it; member caller versions as in Table 1
method role: Authors' own retained ensemble, selected on the four development datasets and then applied to the validation sample
selection: Table S7 category 'Best-Comb-SNV'
source locator: Supplementary Table S7 row 'Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet'; Results 'Evaluation of the ensemble approach' and 'Validation'
missing metadata: version: reason: inapplicable; note: Ensemble of the listed caller versions

Related records

configuration of: Majority-vote consensus of somatic callers
system: Lofreq-Muse-Mutect2-SomaticSniper-Strelka-Lancet on SEQC2 HCC1395 WES validation SNVs (Guille et al. 2025)

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