Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
Can sequence capture cell-type-specific expression differences for a gene?
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 | Borzoi-matched RNA-seq coverage aggregated over GENCODE v46 exons with strand matching; retain genes with at least half their exons in a test interval.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training |
| Split | Held-out human genomic intervals under the relevant fold. General training follows Borzoi folds, extending intervals to the AlphaGenome context and removing validation/test windows overlapping training after extension; use the comparison-specific split below rather than the variant chromosome split. Borzoi fold-1 RNA comparison.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training |
| Allowed inputs and adaptation | Predicted and observed log-transformed mean exon coverage; normalized endpoints additionally use quantile normalization across genes and subtract each gene’s mean across tracks.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training |
| Metrics as reported | Gene TPM normalized
(cross-track pearsonr)Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training |
| Aggregation | Pearson correlation across tracks. Preserve raw versus normalized Table3 rows; the inspected task paragraph does not specify the weighting used to reduce all correlations to the table scalar.Sources (3)AlphaGenome Nature 2026 supplementary comparison tables; AlphaGenome Nature 2026 supplementary methods; alphagenome: Journal full-text XML · 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training |
| 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 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training |
| 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 capture cell-type-specific expression differences for a gene?
Compute per-gene cross-track correlation on normalized, gene-mean-centred expression.
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.
Gene TPM normalized (cross-track pearsonr) (correlation) · Higher values are better for this metric.
Can sequence capture cell-type-specific expression differences for a gene?
Evaluation protocol · RNA expression correlation across tracks: 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 3 Track performance'!K14; 'Suppl Table 3 Track performance'!J14| Tested entity | Printed value | Uncertainty | Evidence |
|---|---|---|---|
| AlphaGenome Borzoi-fold-1 model fine-tuned with base-resolution Borzoi RNA-seq head · Configuration | 0.57 correlation | Not reported | Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!K14 |
| Borzoi (paper Table 3) · Configuration | 0.497 correlation | Not reported | Author-reported evaluation · source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J14 |
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 Borzoi-fold-1 model fine-tuned with base-resolution Borzoi RNA-seq head: RNA expression correlation across tracks Configuration: AlphaGenome Borzoi-fold-1 model fine-tuned with base-resolution Borzoi RNA-seq headProtocol: RNA expression correlation across tracks (AlphaGenome paper)Dataset subset: RNA expression correlation across tracks: evaluated data subset Compute per-gene cross-track correlation on normalized, gene-mean-centred expression. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.57 Gene TPM normalized
(cross-track pearsonr) Unit: correlation · Direction: higher Aggregation: Pearson correlation across tracks. Preserve raw versus normalized Table3 rows; the inspected task paragraph does not specify the weighting used to reduce all correlations to the table scalar. | Uncertainty: unreported Scored: Not reported · Eligible: Not reported | source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!K14 Source checking is not independent reproduction. |
| Borzoi (paper Table 3): RNA expression correlation across tracks Configuration: Borzoi (paper Table 3)Protocol: RNA expression correlation across tracks (AlphaGenome paper)Dataset subset: RNA expression correlation across tracks: evaluated data subset Compute per-gene cross-track correlation on normalized, gene-mean-centred expression. Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.497 Gene TPM normalized
(cross-track pearsonr) Unit: correlation · Direction: higher Aggregation: Pearson correlation across tracks. Preserve raw versus normalized Table3 rows; the inspected task paragraph does not specify the weighting used to reduce all correlations to the table scalar. | Uncertainty: unreported Scored: Not reported · Eligible: Not reported | source checkedAlphaGenome Nature 2026 supplementary comparison tables · 'Suppl Table 3 Track performance'!J14 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-t3-protocol-8Trace 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 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 ["Aggregate exon coverage","Apply endpoint-specific normalization","Correlate across tracks","Retain raw/normalized endpoint identity"] Individual claims | alphagenome: Journal full-text XML 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 ["Aggregate exon coverage","Apply endpoint-specific normalization","Correlate across tracks","Retain raw/normalized endpoint identity"] Individual claims | AlphaGenome Nature 2026 supplementary methods 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 ["Aggregate exon coverage","Apply endpoint-specific normalization","Correlate across tracks","Retain raw/normalized endpoint identity"] Individual claims | AlphaGenome Nature 2026 supplementary comparison tables 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 RNA expression correlation across tracks: evaluation procedure Individual claims | alphagenome: Journal full-text XML 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 RNA expression correlation across tracks: evaluation procedure Individual claims | AlphaGenome Nature 2026 supplementary methods 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 RNA expression correlation across tracks: evaluation procedure Individual claims | AlphaGenome Nature 2026 supplementary comparison tables 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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 Borzoi-matched RNA-seq coverage aggregated over GENCODE v46 exons with strand matching; retain genes with at least half their exons in a test interval. Individual claims | alphagenome: Journal full-text XML 'Suppl Table 3 Track performance'!A14:N14; Supplementary Methods pp.22,24, Gene Expression Correlation and Benchmarking Against Borzoi Track Predictions; methods: pp.21–22, Genome Track Evaluation / Gene Expression Correlation; methods: p.24, Benchmarking Against Borzoi Track Predictions; paper: Extended Data Fig.3c,d; tables: Suppl Table 3 Track performance; evaluation index 8; sheet rows 14; methods: p.19, Training / Pre-training 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-t3-protocol-8