Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
Can sequence-derived splicing changes predict experimentally measured exon disruption in MFASS?
Explanatory profile: limited source coverage · Automated source review, 2026-09-17. Review applies to the cited claims; unresolved fields are listed below. Numerical results retain their own review status.
| Property | Description and evidence |
|---|---|
| Dataset and biological context | MFASS reporter-assay SNVs processed using the MMSplice-paper MFASS notebook; mislabelled strands removed. The paper’s cleaned-dataset totals are not a reported test-subset count.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 |
| Split | Zero-shot scorer development uses validation chromosomes 1,2,4,5,7,8,10,11,13,14,15,17,20,22,X; final test chromosomes are 3,6,9,12,16,18,19,21. This partitions variant evaluation labels; the distilled model’s teachers were trained on all reference-genome folds.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 |
| Allowed inputs and adaptation | REF/ALT sequence, the assayed exon’s donor/acceptor identity and paper-specific splicing-head scores.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 |
| Metrics as reported | all_tissues_auprcSources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 |
| Aggregation | auPRC for the splice-disrupting label defined by the MFASS exon-inclusion threshold.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 |
| Uncertainty | Not reported for these summary-table scores. · Not reported in inspected sourcesSources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Conceptual summary of the cited procedure; model-specific conditions are given below.
Can sequence-derived splicing changes predict experimentally measured exon disruption in MFASS?
Use the MFASS-specific donor/acceptor and junction scoring procedure, sum splicing components, then average across tissues. Compare with the source’s exon-inclusion disruption label.
Each evaluation records what was tested and under which conditions.
Explore the results reported under one evaluation protocol. Each figure keeps its source, dataset and metric together; it is not a ranking across studies.
all_tissues_auprc (dimensionless) · Higher values are better for this metric.
Can sequence-derived splicing changes predict experimentally measured exon disruption in MFASS?
Evaluation protocol · Author MFASS splice-disruption prediction: evaluated data subset
Source order is preserved. Plotted marks show point estimates; uncertainty, where reported, is retained in the printed values and table. Differences do not establish statistical significance.
AlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M8; 'Suppl Table 4 Variant performan'!L8| Tested entity | Printed value | Uncertainty | Evidence |
|---|---|---|---|
| AlphaGenome distilled all-fold student · Configuration | 0.51 dimensionless | Not reported | Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M8 |
| Pangolin (paper Table 4) · Configuration | 0.541972 dimensionless | Not reported | Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!L8 |
Source transcription and grouping reviewed by automated source review on 2026-09-17. These experiments were not independently reproduced by rewire.
Release 2026-09-17-d277315f7d76 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| AlphaGenome distilled all-fold student: Author MFASS splice-disruption prediction Configuration: AlphaGenome distilled all-fold studentProtocol: Author MFASS splice-disruption prediction (AlphaGenome paper)Dataset subset: Author MFASS splice-disruption prediction: evaluated data subset Use the MFASS-specific donor/acceptor and junction scoring procedure, sum splicing components, then average across tissues. Compare with the source’s exon-inclusion disruption label. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.51 all_tissues_auprc Unit: dimensionless · Direction: higher Aggregation: auPRC for the splice-disrupting label defined by the MFASS exon-inclusion threshold. | Uncertainty: unreported Scored: Not reported · Eligible: Not reported | source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!M8 Source checking is not independent reproduction. |
| Pangolin (paper Table 4): Author MFASS splice-disruption prediction Configuration: Pangolin (paper Table 4)Protocol: Author MFASS splice-disruption prediction (AlphaGenome paper)Dataset subset: Author MFASS splice-disruption prediction: evaluated data subset Use the MFASS-specific donor/acceptor and junction scoring procedure, sum splicing components, then average across tissues. Compare with the source’s exon-inclusion disruption label. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.541972 all_tissues_auprc Unit: dimensionless · Direction: higher Aggregation: auPRC for the splice-disrupting label defined by the MFASS exon-inclusion threshold. | Uncertainty: unreported Scored: Not reported · Eligible: Not reported | source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 4 Variant performan'!L8 Source checking is not independent reproduction. |
Last literature check: 2026-09-17. Original Nature paper comparison; numerical source transcription was separately reviewed. No independent model execution.
| Paper or primary resource | Version | Reference |
|---|---|---|
| alphagenome: Journal full-text XML | Retrieved page snapshot; no immutable publisher revision supplied | Read source |
| AlphaGenome Nature 2026 supplementary comparison tables | Nature version of record, 28 January 2026 | Read source DOI: 10.1038/s41586-025-10014-0 |
| AlphaGenome Nature 2026 supplementary methods | Supplement to Nature version of record, 28 January 2026; content hash pinned | Read source |
complete comparison extracted
No source-reviewed explanatory claims are recorded here yet.
Primary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction.
Stable record: alphagenome-2026-t4-protocol-7Trace 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.
42 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Diagram caption Conceptual summary of the cited procedure; model-specific conditions are given below. Individual claims | alphagenome: Journal full-text XML 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Retrieved page snapshot; no immutable publisher revision supplied | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Diagram caption Conceptual summary of the cited procedure; model-specific conditions are given below. Individual claims | AlphaGenome Nature 2026 supplementary methods 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplement to Nature version of record, 28 January 2026; content hash pinned | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of exact publisher PDF bytes Format: original_pdf |
| Diagram caption Conceptual summary of the cited procedure; model-specific conditions are given below. Individual claims | AlphaGenome Nature 2026 supplementary comparison tables 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature version of record, 28 January 2026 | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of exact retrieved original artifact bytes Format: xlsx |
| Diagram steps ["Clean author MFASS labels","Apply author chromosome partition","Compute exon-specific composite score","Average tissues and evaluate auPRC"] Individual claims | alphagenome: Journal full-text XML 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Retrieved page snapshot; no immutable publisher revision supplied | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Diagram steps ["Clean author MFASS labels","Apply author chromosome partition","Compute exon-specific composite score","Average tissues and evaluate auPRC"] Individual claims | AlphaGenome Nature 2026 supplementary methods 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplement to Nature version of record, 28 January 2026; content hash pinned | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of exact publisher PDF bytes Format: original_pdf |
| Diagram steps ["Clean author MFASS labels","Apply author chromosome partition","Compute exon-specific composite score","Average tissues and evaluate auPRC"] Individual claims | AlphaGenome Nature 2026 supplementary comparison tables 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature version of record, 28 January 2026 | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of exact retrieved original artifact bytes Format: xlsx |
| Diagram title Author MFASS splice-disruption prediction: evaluation procedure Individual claims | alphagenome: Journal full-text XML 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Retrieved page snapshot; no immutable publisher revision supplied | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| Diagram title Author MFASS splice-disruption prediction: evaluation procedure Individual claims | AlphaGenome Nature 2026 supplementary methods 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Supplement to Nature version of record, 28 January 2026; content hash pinned | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of exact publisher PDF bytes Format: original_pdf |
| Diagram title Author MFASS splice-disruption prediction: evaluation procedure Individual claims | AlphaGenome Nature 2026 supplementary comparison tables 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Nature version of record, 28 January 2026 | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of exact retrieved original artifact bytes Format: xlsx |
| Dataset and biological context MFASS reporter-assay SNVs processed using the MMSplice-paper MFASS notebook; mislabelled strands removed. The paper’s cleaned-dataset totals are not a reported test-subset count. Individual claims | alphagenome: Journal full-text XML 'Suppl Table 4 Variant performan'!A8:P8; Supplementary Methods p.30, Chromosome Splits for Variant Benchmarks; Supplementary Methods pp.31–32, MFASS; methods: pp.31–32, MFASS; paper: Fig.3i; methods: p.30, Chromosome Splits for Variant Benchmarks; paper: Fig.1e; tables: Suppl Table 4 Variant performan; evaluation index 7; sheet rows 8 Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: Retrieved page snapshot; no immutable publisher revision supplied | source checked automated source review · 2026-09-17 Audit detailsPrimary-source transcription and separate automated source review. No human sign-off or independent experimental reproduction. Field: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
Release 2026-09-17-d277315f7d76 · Record review: needs review
Stable ID: alphagenome-2026-t4-protocol-7