rewirebio.iobenchmarks
Dataset

GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)

Rare SNVs in GTEx WGS that create a GT or AG dinucleotide, labelled cryptic gains when matched RNA-seq shows a novel junction at the site only in carriers (and in more than one sample), or null when the gene is highly expressed, the variant is carried by at least ten individuals and no junction is seen.

Evaluation results

9 evaluations · 33 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: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.54 AUPRC (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'AlphaGenome', column 'All'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.45 AUPRC (deep intronic variants (500 bp or more from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'AlphaGenome', column 'Deep intronic'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.56 AUPRC (exonic variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'AlphaGenome', column 'Exon'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.58 AUPRC (near intronic variants (under 500 bp from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'AlphaGenome', column 'Near intronic'
Configuration: AlphaGenome raw splice site score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.63 AUPRC (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome raw splice site score on GTEx GT/AG (auPRC, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Methods 'Evaluation of competing methods', AlphaGenome paragraph: '... GTEx GT/AG auPRC (0.63) ...'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.56 AUPRC (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'Pangolin', column 'All'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.44 AUPRC (deep intronic variants (500 bp or more from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'Pangolin', column 'Deep intronic'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.64 AUPRC (exonic variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'Pangolin', column 'Exon'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.67 AUPRC (near intronic variants (under 500 bp from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'Pangolin', column 'Near intronic'
Configuration: SpliceAI 1.3.1, position-resolved delta at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.66 AUPRC (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI', column 'All'
Configuration: SpliceAI 1.3.1, position-resolved delta at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.52 AUPRC (deep intronic variants (500 bp or more from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI', column 'Deep intronic'
Configuration: SpliceAI 1.3.1, position-resolved delta at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.73 AUPRC (exonic variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI', column 'Exon'
Configuration: SpliceAI 1.3.1, position-resolved delta at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.7 AUPRC (near intronic variants (under 500 bp from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI', column 'Near intronic'
Configuration: SpliceAI2 two-model multispecies ensemble (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.77 AUPRC (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI2 on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI2', column 'All'
Configuration: SpliceAI2 two-model multispecies ensemble (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.68 AUPRC (deep intronic variants (500 bp or more from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI2 on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI2', column 'Deep intronic'
Configuration: SpliceAI2 two-model multispecies ensemble (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.8 AUPRC (exonic variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI2 on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI2', column 'Exon'
Configuration: SpliceAI2 two-model multispecies ensemble (Jaganathan et al. 2026)Protocol: Cryptic splice site activation by rare GT/AG-creating SNVs, GTEx WGS and RNA-seq (SpliceAI2 paper, auPRC)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.79 AUPRC (near intronic variants (under 500 bp from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

SpliceAI2 on GTEx GT/AG (auprc, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-detection

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (auPRC)', row 'SpliceAI2', column 'Near intronic'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.41 Spearman (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'AlphaGenome', column 'All'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.31 Spearman (deep intronic variants (500 bp or more from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'AlphaGenome', column 'Deep intronic'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.43 Spearman (exonic variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'AlphaGenome', column 'Exon'
Configuration: AlphaGenome raw composite splice score, maximum aggregation (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.47 Spearman (near intronic variants (under 500 bp from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

AlphaGenome on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'AlphaGenome', column 'Near intronic'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.47 Spearman (all variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'Pangolin', column 'All'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.35 Spearman (deep intronic variants (500 bp or more from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'Pangolin', column 'Deep intronic'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.51 Spearman (exonic variants; essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'Pangolin', column 'Exon'
Configuration: Pangolin, per-position score at the effect position, masking off (Jaganathan et al. 2026)Protocol: Cryptic splice site usage among RNA-seq-confirmed GT/AG-creating SNVs, GTEx (SpliceAI2 paper, Spearman)
Dataset: GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
0.52 Spearman (near intronic variants (under 500 bp from the nearest exon); essential splice variants excluded)
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

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

Pangolin on GTEx GT/AG (spearman-correlation, SpliceAI2 paper)

rna-splicing-20261013-spliceai2-protocol-gtex-gtag-usage

Aggregation: Not reported

A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026) · Extended Data Fig. 2 (page 52), panel 'GTEx GT/AG (ρ)', row 'Pangolin', column 'Near intronic'

Source checking is not independent reproduction. Release 2026-10-22-1b7cf027e4f6.

Research readiness

0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.

Readiness checks, gaps and artifacts

Release 2026-10-22-1b7cf027e4f6 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

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  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified
  • Sample annotations are recorded: not yet verified
  • Dependence between samples is assessed: not yet verified

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • A pinned run recipe exists: not yet verified
  • Compute requirements are estimated: not yet verified

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Independent validation data exist: not yet verified
  • Overlap with training data is checked: not yet verified

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Dataset and evaluation context

A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.

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.

10 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
Property and statementOriginal source and locationReview and provenance
Assay
Short-read RNA-seq junctions from STAR alignments to a personalised diploid genome, reads from the variant-carrying haplotype
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.assay

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Negatives
573967
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.negatives

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Population
4,545 cryptic splice variants and 573,967 null variants; essential splice variants excluded
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.population

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Positives
4545
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.positives

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Reuse restrictions
Controlled access: GTEx individual-level WGS and RNA-seq through dbGaP phs000424.v9.p2. The derived benchmark variant lists are not released with the paper (Data and code availability names only code, weights and precomputed scores).
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.reuse_restrictions

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Source location
Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Split
No split; scored with pretrained models
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Version
GTEx WGS and matched RNA-seq (dbGaP phs000424.v9.p2), as processed by the authors
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.version

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Description
Rare SNVs in GTEx WGS that create a GT or AG dinucleotide, labelled cryptic gains when matched RNA-seq shows a novel junction at the site only in carriers (and in more than one sample), or null when the gene is highly expressed, the variant is carried by at least ten individuals and no junction is seen.
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Name
GTEx rare GT/AG-creating SNVs with RNA-seq cryptic splicing labels (Jaganathan et al. 2026)
Context-only references
A unified framework for quantitative splicing and transcript prediction (Jaganathan et al., bioRxiv 2026)

Original source ↗

Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements

Version: bioRxiv preprint version 1, posted 2026-10-11; full-text PDF (57 pages)
Retrieved: 2026-10-13T12:40:34Z

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: f8f3db2c3943d4827b670bc2e962e0cec8fbe96e0b1acf9d4a9b9f0c7a78c06b

Hash scope: SHA-256 of one retrieval of the bioRxiv PDF. bioRxiv stamps the PDF when serving it (XMP ModifyDate, MetadataDate, DocumentID, InstanceID, Info ModDate and the second trailer ID), so later retrievals differ. A reviewer retrieval on 2026-10-13 of the same length (2,679,664 bytes) had SHA-256 407f5884427dda0226e0ce1f022e4479d3ff2b243da18bcc691eb345b0e04a6a and ModDate D:20261013063115-07'00'; its bytes differ only in those fields and its pdftotext text layer is identical to the pinned copy.

Inspected artifact

Sources and history

Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: rna-splicing-20261013-spliceai2-data-gtex-gtag

areas
dna-genomes; rna-transcriptomes
contexts
research
version
GTEx WGS and matched RNA-seq (dbGaP phs000424.v9.p2), as processed by the authors
population
4,545 cryptic splice variants and 573,967 null variants; essential splice variants excluded
positives
4545
negatives
573967
assay
Short-read RNA-seq junctions from STAR alignments to a personalised diploid genome, reads from the variant-carrying haplotype
split
No split; scored with pretrained models
reuse restrictions
Controlled access: GTEx individual-level WGS and RNA-seq through dbGaP phs000424.v9.p2. The derived benchmark variant lists are not released with the paper (Data and code availability names only code, weights and precomputed scores).
source locator
Main 'Hierarchical model of RNA splicing' paragraph 3; Methods 'Variant effect benchmarks' (GTEx and GEL GT/AG); Fig. 1d; Acknowledgements
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