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Analysis Tools

Explore biology. Audit reproducible analyses.

Every value on these pages is read from a file whose SHA-256 is checked when it is read, and every page says which of three things it shows: an archived result, an executed reanalysis with its record, or an exploration that computes nothing. Nothing runs from the browser.

Analyses
6
Execution records
6
Verified inputs
14

Tools

Two work today; the rest are planned and say so. A planned tool has no action, only a pointer to the archived analysis that already covers part of its ground.

Analysis history · MVA · BUB1B

The analyses of the case, with the date their archived result was recorded and the date of their latest execution record. Open one to explore its results.

All MVA analyses
AnalysisStatusArchived onLatest executionRecords
Rapamycin in human fibroblasts: BUB1B locus RNA signalSnapshot record MVA-RAP-GSE65145-001
  • Archived result
  • Executed reanalysis
2026-10-10 Not available 4 Explore results
704-drug NMD screen: reporter specificitySnapshot record MVA-NMD-003
  • Archived result
  • Executed reanalysis
2026-10-09 Not available 4 Explore results
L737* readthrough: exact versus nearby contextsSnapshot record MVA-RT-002
  • Archived result
  • Executed reanalysis
2026-10-09 Not available 4 Explore results
BUBR1 functional controls: arrest durationSnapshot record MVA-CTRL-006
  • Archived result
  • Executed reanalysis
2026-10-09 Not available 4 Explore results
Post-hoc sensitivity audit (October 24, 2026)
  • Archived result
  • Executed reanalysis
Not available 2026-10-24 1 Explore results
BUBR1 AlphaFold model: residues 1002, 1012 and the L737* transcript context
  • Archived result
  • Executed reanalysis
  • Exploration
Not available 2026-09-10 1 Explore results

Execution records

Every run with a record: the research repository's own checks and the runs made on this platform. Each compares its outputs with the archived SHA-256 values.

Execution records. A matching SHA-256 is computational reproduction of a deterministic output, not biological validation.
Execution / record timeWhat ranEnvironmentInputsArtifacts versus archiveRecord
Execution time unknownRecord packaged The original executedAt value was generated by the packaging script, not captured from the pipeline. It is preserved as recordedAt; the actual execution time is unknown.This platform Execution on this platform (execution time unknown, CPython 3.13.17)Same fresh inputs, CPython 3.13.17 in a new virtual environment: interpreter deliberately outside the pinned version to show which artifact depends on it. CPython 3.13.17 not the pinned interpreter pandas 2.2.3 · numpy 2.3.5 · scipy 1.17.0 · openpyxl 3.1.5 Isolated virtual environment 14 / 14 verified by SHA-256Inputs fetched from the public URLs of input_manifest.json over the network, plus the two bundled public references; every byte count and SHA-256 compared with the manifest.
  • match gse65145/gse65145_bub1b_results.json SHA-256 e71199b4f23c…
  • match nmd/results/selected_candidates.csv SHA-256 ad7fa784e6ca…
  • match ptc/results/results.json SHA-256 8d1f7ca32b05…
  • match after normalisation checkpoint/results.json SHA-256 81d3ccfd0039…, archived d6be3833115a… Normalisation of software.python (3.13.17 → 3.12.14): with that one field normalised the bytes hash to d6be3833115a…, the archived value. Numerical content unchanged.
Record (JSON)
Execution time unknownRecord packaged The original executedAt value was generated by the packaging script, not captured from the pipeline. It is preserved as recordedAt; the actual execution time is unknown.This platform Execution on this platform (execution time unknown, CPython 3.12.3)Fresh network downloads of all 12 public inputs on 2026-10-24, each verified against input_manifest.json; system CPython 3.12.3 in a new virtual environment (the pinned 3.12.14 build was not available on this host). CPython 3.12.3 not the pinned interpreter pandas 2.2.3 · numpy 2.3.5 · scipy 1.17.0 · openpyxl 3.1.5 Isolated virtual environment 14 / 14 verified by SHA-256Inputs fetched from the public URLs of input_manifest.json over the network, plus the two bundled public references; every byte count and SHA-256 compared with the manifest.
  • match gse65145/gse65145_bub1b_results.json SHA-256 e71199b4f23c…
  • match nmd/results/selected_candidates.csv SHA-256 ad7fa784e6ca…
  • match ptc/results/results.json SHA-256 8d1f7ca32b05…
  • match after normalisation checkpoint/results.json SHA-256 c464fed27412…, archived d6be3833115a… Normalisation of software.python (3.12.3 → 3.12.14): with that one field normalised the bytes hash to d6be3833115a…, the archived value. Numerical content unchanged.
Record (JSON)
Research repository Sensitivity audit validation by the research repository (October 24, 2026)11 tests passed, 0 failed; a second run into a separate directory was byte-identical (9 files). CPython 3.12.14 Existing environment, not isolated 14 / 14 verified by SHA-256Previously downloaded public cache inputs, each verified against unchanged original manifest; not a fresh network download.
  • match robustness/results/sensitivity_results.json SHA-256 4062d0d4d50a…
Record (JSON) At the commit
Research repository Deterministic replay by the research repository (October 24, 2026)Run in the existing, non-isolated Python 3.12.14 environment before the sensitivity audit. CPython 3.12.14 pandas 2.2.3 · numpy 2.3.5 · scipy 1.17.0 · openpyxl 3.1.5 Existing environment, not isolated 14 / 14 verified by SHA-256Previously downloaded public cached bytes, each verified against the unchanged manifest; not a fresh network download.
  • match gse65145/gse65145_bub1b_results.json SHA-256 e71199b4f23c…
  • match nmd/results/selected_candidates.csv SHA-256 ad7fa784e6ca…
  • match ptc/results/results.json SHA-256 8d1f7ca32b05…
  • match checkpoint/results.json SHA-256 d6be3833115a…
Record (JSON) At the commit
Research repository Clean reproduction by the research repository (October 22, 2026)Recorded in the research repository. Successful computational reproduction under the stated input boundaries, not biological validation. CPython 3.12.14 pandas 2.2.3 · numpy 2.3.5 · scipy 1.17.0 · openpyxl 3.1.5 Isolated virtual environment 12 / 12 verified by SHA-256All 12 remote inputs fetched sequentially into a brand-new isolated virtual environment and verified against input_manifest.json.
  • match gse65145/gse65145_bub1b_results.json SHA-256 e71199b4f23c…
  • match nmd/results/selected_candidates.csv SHA-256 ad7fa784e6ca…
  • match ptc/results/results.json SHA-256 8d1f7ca32b05…
  • match checkpoint/results.json SHA-256 d6be3833115a…
Record (JSON) At the commit
Research repository Structure analysis reproduction by the research repository (September 10, 2026)Initial native runtime exited 135. Installed pinned dependencies in a clean directory using GCC; downloaded truncated public PAE reference again and verified its original hash. Final execution succeeded. Not recorded 4 / 4 verified by SHA-256Public reference files (AlphaFold model, PAE, UniProt entry, RefSeq transcript) verified against audited SHA-256 values.
  • match structure/results/metrics.json SHA-256 280f3e28eade…
  • match structure/results/residue_summary.tsv SHA-256 edb96178ddbc…
  • match structure/results/rotamer_summary.tsv SHA-256 b3040a8a883f…
Record (JSON) At the commit

Datasets

The public inputs of the four reanalyses, as the research repository's input manifest records them (retrieval verified on 2026-10-22). No patient data and no restricted genomic files.

InputSourceSizeSHA-256
gse65145/GSE65145_RAW.tar ftp.ncbi.nlm.nih.gov 9.7 MB cb4be4c47a7926722374b3caea84c46c75b8d30161111b118f5e4bbf3791ff57
gse65145/GSM1588051.soft www.ncbi.nlm.nih.gov 2.3 KB d7d47c2df0f85b1bc21a2fab8092dca004d8f9e2c353d1548f23471324357ffd
gse65145/GSM1588052.soft www.ncbi.nlm.nih.gov 2.3 KB fcc03cc8656173a625d4d88ec52a053a989f8cf45a41404299b188c80f163843
gse65145/GSM1588053.soft www.ncbi.nlm.nih.gov 2.3 KB 58f75c0c0635eb9af3cd156768ec12be1357237673e022ac930115c779d16d4b
gse65145/GSM1588054.soft www.ncbi.nlm.nih.gov 2.3 KB 149482fa5b3da2bf7c83af91c42a6cc613095d958736bdfec1612825298440ce
gse65145/GSM1588055.soft www.ncbi.nlm.nih.gov 2.3 KB 8ffb2fb9e2414d96e08892a560b6daa3f29028e03e197cc2c8f5a9630bcca74e
gse65145/GSM1588056.soft www.ncbi.nlm.nih.gov 2.3 KB 150e67baf0258a5d5b8f5a9a26bf989d25da1d8a4bc9255620addaaf6b455cdb
nmd/inputs/table_S1.xlsx ars.els-cdn.com 60.9 KB 14c3c7c3c7344c365285eec39a53fd93d4a333eec83bbbbdab7eaa4348dcaf69
nmd/inputs/table_S2.xlsx ars.els-cdn.com 485.7 KB f7107fa8e401cc6d1d2adbb68adca5baefe63472cfaf2f178e667d678c3b0007
nmd/inputs/table_S4.xlsx ars.els-cdn.com 113.9 KB 613713a81e0944d28e1b01f07a6e144ff286726d8686778efca6b1294f749e9b
ptc/supp_tables.xlsx media.springernature.com 9.8 MB 83b4661d839e7450abb3a4266a0dc7e94260fd100f9a6efcc6e2bd77683a5b64
checkpoint/cache/source_data.xlsx media.springernature.com 40.4 KB d793bc309981fefad4a7bc5a8de852054563b0c29b1212d0221519674f9f5f90
gse65145/hg19_chr15_refseq.jsonBundled public reference: Archived public annotation input. Live response includes changing download timestamp; preserve source bytes, not a regenerated analysis output. api.genome.ucsc.edu Not recorded 1a0ccb6acb42734032645c6e13ddb79bd23d046689e7a5a3a17469a7475fff98
ptc/prediction_extracts.tsvBundled public reference: Archived exact-coordinate extract; not freshly re-extracted in this reproduction. doi.org Not recorded 5db3ac1925af814552fad15153299e2dbafee484c00680a5369f7d7613a5ab5f

Export

Machine-readable views of the same records. Dates in them are execution or snapshot dates; the moment a document was generated is labelled as such.

KBot · Research guide

Prewritten answers · Evidence linked

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