rewirebio.iobenchmarks
Dataset

AlphaProteo binder design target TrkA

Tropomyosin receptor kinase A as the design target for the AlphaProteo binder design campaign, with the input structure and hotspot residues given in Table S1.

Evaluation results

14 evaluations · 14 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: Published RFdiffusion designs, re-synthesised and tested by the AlphaProteo authorsProtocol: AlphaProteo yeast-display binding screen, hit at binding signal above 0.2
Dataset: AlphaProteo binder design target TrkA
0% Hit rate (yeast-display binding signal above 0.2, over designs tested)
percent · higher

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Published RFdiffusion designs, re-synthesised and tested by the AlphaProteo authors on TrkA (yeast-display hit rate, Table S2)

uc-binder-20261022-protocol-alphaproteo-yeast-display-signal-0-2

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S2, 'Success (%)' block, row 'RFdiffusion (our measurement)', column 'TrkA'
Configuration: AlphaProteo v1Protocol: AlphaProteo yeast-display binding screen, hit at binding signal above 0.2
Dataset: AlphaProteo binder design target TrkA
9.6% Hit rate (yeast-display binding signal above 0.2, over designs tested)
percent · higher

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo v1 on TrkA (yeast-display hit rate, Table S2)

uc-binder-20261022-protocol-alphaproteo-yeast-display-signal-0-2

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S2, 'Success (%)' block, row 'AlphaProteo v1', column 'TrkA'
Configuration: AlphaProteo v2Protocol: AlphaProteo yeast-display binding screen, hit at binding signal above 0.2
Dataset: AlphaProteo binder design target TrkA
8.1% Hit rate (yeast-display binding signal above 0.2, over designs tested)
percent · higher

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo v2 on TrkA (yeast-display hit rate, Table S2)

uc-binder-20261022-protocol-alphaproteo-yeast-display-signal-0-2

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S2, 'Success (%)' block, row 'AlphaProteo v2', column 'TrkA'
Configuration: Published RFdiffusion designs, re-synthesised and tested by the AlphaProteo authorsProtocol: AlphaProteo best per-target binder affinity by HTRF
Dataset: AlphaProteo binder design target TrkA
370 Dissociation constant (best KD by HTRF among the designs tested for this design system)
nanomolar · lower

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Published RFdiffusion designs, re-synthesised and tested by the AlphaProteo authors on TrkA (best KD by HTRF, Table S2)

uc-binder-20261022-protocol-alphaproteo-htrf-kd

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S2, 'Binding KD (nM)' block, row 'RFdiffusion (our measurement)', column 'TrkA'
Configuration: AlphaProteo v1Protocol: AlphaProteo best per-target binder affinity by HTRF
Dataset: AlphaProteo binder design target TrkA
0.96 Dissociation constant (best KD by HTRF among the designs tested for this design system)
nanomolar · lower

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo v1 on TrkA (best KD by HTRF, Table S2)

uc-binder-20261022-protocol-alphaproteo-htrf-kd

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S2, 'Binding KD (nM)' block, row 'AlphaProteo v1', column 'TrkA'
Configuration: AlphaProteo v2Protocol: AlphaProteo best per-target binder affinity by HTRF
Dataset: AlphaProteo binder design target TrkA
60 Dissociation constant (best KD by HTRF among the designs tested for this design system)
nanomolar · lower

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo v2 on TrkA (best KD by HTRF, Table S2)

uc-binder-20261022-protocol-alphaproteo-htrf-kd

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S2, 'Binding KD (nM)' block, row 'AlphaProteo v2', column 'TrkA'
Configuration: AlphaProteo, pooled over tested design systemsProtocol: AlphaProteo expression and HTRF confirmation funnel for yeast-display hits
Dataset: AlphaProteo binder design target TrkA
5 Count (Observed HTRF binding)
count · unknown

Uncertainty: Not applicable: An exact count.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo observed htrf binding for TrkA (Table S3)

uc-binder-20261022-protocol-alphaproteo-ecoli-htrf-funnel

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S3, row 'Observed HTRF binding', column 'TrkA'
Configuration: AlphaProteo, pooled over tested design systemsProtocol: AlphaProteo expression and HTRF confirmation funnel for yeast-display hits
Dataset: AlphaProteo binder design target TrkA
5 Count (Successfully subcloned and expressed)
count · unknown

Uncertainty: Not applicable: An exact count.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo successfully subcloned and expressed for TrkA (Table S3)

uc-binder-20261022-protocol-alphaproteo-ecoli-htrf-funnel

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S3, row 'Successfully subcloned and expressed', column 'TrkA'
Configuration: AlphaProteo, pooled over tested design systemsProtocol: AlphaProteo expression and HTRF confirmation funnel for yeast-display hits
Dataset: AlphaProteo binder design target TrkA
5 Count (Tested by HTRF)
count · unknown

Uncertainty: Not applicable: An exact count.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo tested by htrf for TrkA (Table S3)

uc-binder-20261022-protocol-alphaproteo-ecoli-htrf-funnel

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S3, row 'Tested by HTRF', column 'TrkA'
Configuration: AlphaProteo, pooled over tested design systemsProtocol: AlphaProteo expression and HTRF confirmation funnel for yeast-display hits
Dataset: AlphaProteo binder design target TrkA
10 Count (Yeast surface display hits selected for E. coli expression)
count · unknown

Uncertainty: Not applicable: An exact count.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo yeast surface display hits selected for e. coli expression for TrkA (Table S3)

uc-binder-20261022-protocol-alphaproteo-ecoli-htrf-funnel

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table S3, row 'Yeast surface display hits selected for E. coli expression', column 'TrkA'
Configuration: AlphaProteo, pooled over tested design systemsProtocol: AlphaProteo yeast-display binding screen, hit at binding signal above 0.2
Dataset: AlphaProteo binder design target TrkA
9% Hit rate (yeast-display binding signal above 0.2, over designs tested; pooled over the AlphaProteo design systems tested for this target)
percent · higher

Uncertainty: Not reported by the source: No interval or replicate count is printed.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo on TrkA, pooled over tested design systems (yeast-display hit rate, Table 1)

uc-binder-20261022-protocol-alphaproteo-yeast-display-signal-0-2

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table 1, 'Experimental success rate (%)' block, row 'AlphaProteo', column 'TrkA'
Configuration: AlphaProteo, pooled over tested design systemsProtocol: AlphaProteo best per-target binder affinity by HTRF
Dataset: AlphaProteo binder design target TrkA
0.96 Dissociation constant (best per-target KD by HTRF among expressed hits, non-optimised designs)
nanomolar · lower

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

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

AlphaProteo on TrkA, pooled over tested design systems (best KD by HTRF, Table 1)

uc-binder-20261022-protocol-alphaproteo-htrf-kd

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table 1, 'Binding KD (nM)' block, row 'AlphaProteo', column 'TrkA'
Configuration: Published RFdiffusion designs, re-synthesised and tested by the AlphaProteo authorsProtocol: AlphaProteo yeast-display binding screen, hit at binding signal above 0.2
Dataset: AlphaProteo binder design target TrkA
0% Hit rate (yeast-display binding signal above 0.2, over the 95 published RFdiffusion designs tested)
percent · higher

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Published RFdiffusion designs on TrkA, measured by the AlphaProteo authors (yeast-display hit rate, Table 1)

uc-binder-20261022-protocol-alphaproteo-yeast-display-signal-0-2

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table 1, 'Experimental success rate (%)' block, row 'RFdiffusion', column 'TrkA'
Configuration: Published RFdiffusion designs, re-synthesised and tested by the AlphaProteo authorsProtocol: AlphaProteo best per-target binder affinity by HTRF
Dataset: AlphaProteo binder design target TrkA
370* Dissociation constant (best KD among the 95 published RFdiffusion designs, measured by the AlphaProteo authors using HTRF (asterisk in Table 1))
nanomolar · lower

Uncertainty: Not reported by the source: No interval is printed.

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Published RFdiffusion designs on TrkA, measured by the AlphaProteo authors (best KD by HTRF, Table 1)

uc-binder-20261022-protocol-alphaproteo-htrf-kd

Aggregation: Not reported

De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024) · Table 1, 'Binding KD (nM)' block, row 'RFdiffusion', column 'TrkA'

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

  • 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

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.

7 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
Yeast surface display with flow cytometry; HTRF for KD of expressed hits
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.assay

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

Inspected artifact

Population
Binder designs generated against TrkA, 50 to 140 amino acids long
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.population

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

Inspected artifact

Reported name
TrkA
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.reported_name

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

Inspected artifact

Source location
Table 1, column 'TrkA'; Table S1
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

Inspected artifact

Version
arXiv:2409.08022v1 Table S1
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: attributes.version

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

Inspected artifact

Description
Tropomyosin receptor kinase A as the design target for the AlphaProteo binder design campaign, with the input structure and hotspot residues given in Table S1.
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: description

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

Inspected artifact

Name
AlphaProteo binder design target TrkA
Context-only references
De novo design of high-affinity protein binders with AlphaProteo (Zambaldi et al., arXiv 2024)

Original source ↗

Table 1, column 'TrkA'; Table S1

Version: arXiv version 1, posted 2024-09-12; full-text PDF (49 pages)
Retrieved: 2026-10-22T11:53:00Z

not individually reviewed

No individual claim review recorded

Source has a recorded evidence concern. Consult its source page before using the claim.

Audit details

Field: name

Source artifact SHA-256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42

Hash scope: SHA-256 of one retrieval of the arXiv v1 PDF on 2026-10-22.

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: uc-binder-20261022-data-alphaproteo-trka

areas
proteins-complexes; protein-structure
contexts
research
assay
Yeast surface display with flow cytometry; HTRF for KD of expressed hits
missing metadata
accession: note: Table S1 gives PDB IDs and hotspot residue numbers; they were not transcribed in this pass.; reason: unextracted
population
Binder designs generated against TrkA, 50 to 140 amino acids long
reported name
TrkA
review
artifact sha256: 953b35644c0fa06ff090d7614c2e19525831f8fde50242e176d54474133c5a42; method: source-hash-verification; independent-cell-check; ai-assisted-source-review; method note: Re-downloaded with curl (HTTP 200, 12,333,400 bytes) and the SHA-256 recomputed and matched. Own text layer made with pdftotext -layout (poppler 26.08.0), reproducing the extraction pass's 2,811 lines. Table 1, Table S2, Table S3 and Sections S1.2.1, S2, S4.1 and S4.2 read cell by cell and compared with every record. Column assignment re-derived arithmetically rather than trusted.; note: Reviewed in docs/reviews/use-cases/binder-2026-10-22.md. Automated AI review of the source transcription only; it is not human scientific review and nothing here was reproduced experimentally.; retrieval url: https://arxiv.org/pdf/2409.08022v1; reviewed at: 2026-10-22T15:00:00Z; reviewer: claude; reviewer note: Claude review agent, independent of the extraction agent; no human review claimed
source locator
Table 1, column 'TrkA'; Table S1
version
arXiv:2409.08022v1 Table S1
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