Accelerated long-read variant calling with Clair3 for whole-genome sequencing
Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML · Peer-reviewed
What this source contributed
Records in this release that cite this source. A record can cite several sources.
Results
Values as the source printed them. Compare results only under compatible protocols, datasets and metrics.
Claims
Statements this source supports, each with where in the source it was checked.
- Relevance of Clair3 GPU workflow stage runtimes on HG003 ONT and PacBio WGS (Zheng et al. 2026) to "Select an execution workflow for large-scale diagnostic genomics": Assessed by Clair3 GPU workflow stage runtimes on HG003 ONT and PacBio WGS (Zheng et al. 2026 Supplementary Table 1) (model-execution-20261011-source-zheng2026-clair3-supplement: Supplementary Table 1; Supplementary Notes; model-execution-20261011-source-zheng2026-clair3: Results 3.1-3.2; Conflict of interests; Data availability)
- Relevance of HG003 ONT WGS small-variant accuracy against GIAB v4.2.1, Clair3 versus DeepVariant (Zheng et al. 2026) to "Select an execution workflow for large-scale diagnostic genomics": Assessed by HG003 ONT WGS small-variant accuracy against GIAB v4.2.1, Clair3 versus DeepVariant (Zheng et al. 2026 Supplementary Table 3) (model-execution-20261011-source-zheng2026-clair3-supplement: Supplementary Table 3; Supplementary Notes; model-execution-20261011-source-zheng2026-clair3: Results 3.1-3.2; Conflict of interests; Data availability)
- Relevance of HG003 ONT WGS variant-calling runtime, memory and I/O, Clair3 versus DeepVariant in GPU mode (Zheng et al. 2026) to "Select an execution workflow for large-scale diagnostic genomics": Assessed by HG003 ONT WGS variant-calling runtime, memory and I/O, Clair3 versus DeepVariant in GPU mode (Zheng et al. 2026 Supplementary Table 2) (model-execution-20261011-source-zheng2026-clair3-supplement: Supplementary Table 2; Supplementary Notes; model-execution-20261011-source-zheng2026-clair3: Results 3.1-3.2; Conflict of interests; Data availability)
- Relevance of HG003 PacBio Revio WGS small-variant accuracy against GIAB v4.2.1, Clair3 versus DeepVariant (Zheng et al. 2026) to "Select an execution workflow for large-scale diagnostic genomics": Assessed by HG003 PacBio Revio WGS small-variant accuracy against GIAB v4.2.1, Clair3 versus DeepVariant (Zheng et al. 2026 Supplementary Table 3) (model-execution-20261011-source-zheng2026-clair3-supplement: Supplementary Table 3; Supplementary Notes; model-execution-20261011-source-zheng2026-clair3: Results 3.1-3.2; Conflict of interests; Data availability)
- Relevance of HG003 PacBio Revio WGS variant-calling runtime, memory and I/O, Clair3 versus DeepVariant in GPU mode (Zheng et al. 2026) to "Select an execution workflow for large-scale diagnostic genomics": Assessed by HG003 PacBio Revio WGS variant-calling runtime, memory and I/O, Clair3 versus DeepVariant in GPU mode (Zheng et al. 2026 Supplementary Table 2) (model-execution-20261011-source-zheng2026-clair3-supplement: Supplementary Table 2; Supplementary Notes; model-execution-20261011-source-zheng2026-clair3: Results 3.1-3.2; Conflict of interests; Data availability)
- version: DeepVariant runs (Zheng et al. 2026): Version Supplementary Table 2 and the Supplementary Notes command lines give DeepVariant v1.10-beta (google/deepvariant:v1.10-beta and v1.10-beta-gpu); Results 3.1 compare 'DeepVariant v1.8 in CPU and GPU modes'. Supplementary Table 3 prints no version. (Supplementary Table 2 caller column; Supplementary Notes 'Running DeepVariant GPU version (v1.10-beta)' and 'Running DeepVariant CPU (v1.10-beta)'; Results 3.1.1 paragraph 1)
Models, benchmarks and other records
Models (1)
Configurations (5)
Protocols (5)
- Clair3 GPU workflow stage runtimes on HG003 ONT and PacBio WGS (Zheng et al. 2026 Supplementary Table 1)
- HG003 ONT WGS small-variant accuracy against GIAB v4.2.1, Clair3 versus DeepVariant (Zheng et al. 2026 Supplementary Table 3)
- HG003 ONT WGS variant-calling runtime, memory and I/O, Clair3 versus DeepVariant in GPU mode (Zheng et al. 2026 Supplementary Table 2)
- HG003 PacBio Revio WGS small-variant accuracy against GIAB v4.2.1, Clair3 versus DeepVariant (Zheng et al. 2026 Supplementary Table 3)
- HG003 PacBio Revio WGS variant-calling runtime, memory and I/O, Clair3 versus DeepVariant in GPU mode (Zheng et al. 2026 Supplementary Table 2)
Datasets (2)
Evaluations (12)
- Clair3 pileup, HG003 ONT small-variant accuracy (Zheng et al. 2026)
- Clair3 pileup, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
- Clair3 v1.2.0 (GPU mode), HG003 ONT runtime and memory (Zheng et al. 2026)
- Clair3 v1.2.0 (GPU mode), HG003 PacBio runtime and memory (Zheng et al. 2026)
- Clair3 v1.2.0 GPU stage runtimes, HG003 ONT (Zheng et al. 2026)
- Clair3 v1.2.0 GPU stage runtimes, HG003 PacBio (Zheng et al. 2026)
- Clair3, HG003 ONT small-variant accuracy (Zheng et al. 2026)
- Clair3, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
- DeepVariant v1.10-beta (GPU mode), HG003 ONT runtime and memory (Zheng et al. 2026)
- DeepVariant v1.10-beta (GPU mode), HG003 PacBio runtime and memory (Zheng et al. 2026)
- DeepVariant, HG003 ONT small-variant accuracy (Zheng et al. 2026)
- DeepVariant, HG003 PacBio small-variant accuracy (Zheng et al. 2026)
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
17 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.artifact_sha256 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965 Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13141153/fullTextXML Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Doi 10.1093/bioinformatics/btag181 Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Licence CC-BY-4.0 Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Media type application/xml Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Publication status peer_reviewed Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Retrieved at 2026-10-11T21:42:40Z Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Url https://doi.org/10.1093/bioinformatics/btag181 Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Version Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Description Primary article retrieved and hashed for the diagnostic genomics execution literature pass (2026-10-11). Source metadata | Accelerated long-read variant calling with Clair3 for whole-genome sequencing No field-specific location recorded Version: Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML | catalogued No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-10-22-1b7cf027e4f6 · Record review: source checked
Primary article retrieved and hashed for the diagnostic genomics execution literature pass (2026-10-11).
Technical metadata and extraction receipts
Stable ID: model-execution-20261011-source-zheng2026-clair3
- areas
- dna-genomes
- contexts
- research
- url
- https://doi.org/10.1093/bioinformatics/btag181
- artifact url
- https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13141153/fullTextXML
- version
- Bioinformatics 42(5), published 2026-04-10; PMC13141153 full-text XML
- retrieved at
- 2026-10-11T21:42:40Z
- artifact sha256
- 99ef4db5251a77e6fb9137aa3699b4dac93bdef2aff99de91c4d24ca5fc6a965
- doi
- 10.1093/bioinformatics/btag181
- publication status
- peer_reviewed
- licence
- CC-BY-4.0
- media type
- application/xml