Corpus 1,272 assessed · 1,173 scored · 643 reproduced ≥75 · 168 flagged ·∅ 74.1/100
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Mutations in GRIN2A and GRIN2B encoding regulatory subunits of NMDA receptors cause variable neurodevelopmental phenotypes.

· 2010
PubMed 20890276 ↗ pmid-20890276
96/100 1/4
Why this verdict

The main results reproduced: recomputed values matched the published ones within tolerance.

Reproduced on the brainbox compute brainarbeit.com
How its reproducibility compares
96/100
Reproducibility score
1.2 SD above mean
vs. all fields · 1173 studies
🎯 Scores higher than 91% of all assessed papers rank 92 of 1173 scored

A 0–100 reproducibility-quality score from the per-question grades, shown as a z-score: standard deviations above (+) or below (−) the mean of comparable assessments.

Reproduction agent’s raw note

Endele et al. 2010 (Nat Genet 42:1021-1026, PMID 20890276) is a candidate-gene clinical-genetics paper: mutation discovery by Sanger sequencing of GRIN2A/GRIN2B + one array-CGH microdeletion, with mechanism shown by two-electrode voltage-clamp electrophysiology. It deposits NO high-throughput dataset and ships NO code, so the bulk is out of scope (wet-lab/clinical). The single reproducible computational layer -- deterministic re-annotation of the 6 reported variants against canonical RefSeq CDS, plus ortholog conservation of the two missense residues -- was reproduced on a «our HPC» compute node (n093): 6/6 variant consequences match exactly (p.Asn615Lys, p.Gln218Ter, p.Arg682Cys, p.Thr268fs, c.411+1 donor, c.2360-2 acceptor), and GluN2A N615 / GluN2B R682 are each conserved 3/3 across human/mouse/rat orthologs. NOT attempted (out of scope, no shipped data/code): Sanger variant discovery in 468+127 individuals, array-CGH, electrophysiology, clinical phenotyping/segregation/trio analysis. Verdict is provisional and must be human-audited.

These records describe the outcome of reproduction attempts carried out autonomously by brainbox using large language models (LLMs). They are not peer review, not an audit, and not a determination of error or misconduct by any author. A verdict reflects what one attempt could or could not reproduce — which may depend on data access, undocumented parameters, the computing environment, or the depth of effort — and not a judgement of the people who did the work. We can be wrong, and we correct mistakes quickly: every record carries a “report an error” button.

Assessment versions

Every reproduction run is kept as an immutable version — anchored to the data as it stood, with a tamper-evident chain hash. A rerun (e.g. after an author updates a deposit) adds a new version; the previous one stays on record.

  1. v1 current initial assessment Score 96
    assessed: 2026-06-22 ⛓ 9107ab07f0f6
✎ I am an author of this paper

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Provenance — full disclosure

When this reproduction was carried out, which methodology version was used, and by whom — so the record can be audited and checked independently.

Reproduced
2026-06-22
Rubric version
not recorded
Assessed by
Last updated
2026-08-05

Provisional, curator- or AI-assessed, and independently checkable. A reproduction outcome states what one attempt could reproduce — not a judgement of the authors.

What was reproduced

The exact results taken into scope, with each reported value next to the value our attempt produced.

Scope — PMID 20890276 (Endele et al. 2010, Nature Genetics 42:1021–1026)

Title: Mutations in GRIN2A and GRIN2B encoding regulatory subunits of NMDA receptors cause variable neurodevelopmental phenotypes. DOI: 10.1038/ng.677

Nature of the study

A 2010 candidate-gene / clinical-molecular-genetics paper. Mutation discovery was done by Sanger sequencing of GRIN2A/GRIN2B in patient cohorts plus array-CGH for one microdeletion; mechanism was established by two-electrode voltage-clamp electrophysiology of mutant NMDA receptors. There is no deposited high-throughput dataset (no GEO/SRA/ENA/dbGaP/ArrayExpress accession), no code repository, and no software/pipeline released. The reported variants are now in ClinVar (citing this PMID).

In scope (pipeline-derived / deterministic computational, REPRODUCED)

# Result Method Status
C1 Molecular consequence (protein change) of each of the 6 reported GRIN2A/GRIN2B variants Deterministic re-annotation of reported cDNA changes against canonical RefSeq CDS (NM_001134407.3, NM_000834.5) — a third-party reference applied to the paper's variant calls reproduced (6/6 exact)
C2 The affected missense residues (GluN2A Asn615 "N-site" in M2; GluN2B Arg682) lie at evolutionarily conserved positions Motif-anchored ortholog residue conservation across RefSeq proteins reproduced (qualitative)

Out of scope (wet-lab / not pipeline-derived / no shipped data — NOT attempted)

  • Variant discovery itself — Sanger sequencing of 468 individuals with ID (GRIN2B) and 127 with idiopathic epilepsy/ID (GRIN2A). Raw chromatograms/reads not deposited.
  • Array-CGH detection of the GRIN2B-region microdeletion — array data not deposited.
  • Electrophysiology — loss of Mg²⁺ block and reduced Ca²⁺ permeability of mutant receptors (e.g. GluN2A N615K). These are wet-lab functional measurements; not reproducible without re-doing the experiment.
  • Clinical phenotyping, segregation (three-generation GRIN2A family), de-novo confirmation by trio analysis — manual/clinical.

Why no «our HPC» heavy compute

Nothing in scope requires a compute node: the in-scope results are tiny deterministic annotation/conservation checks over a handful of reference sequences. «our HPC» reachability was confirmed («host», user «user») but submitting a SLURM job would waste a node on a non-pipeline paper. Recorded honestly in qc_room (compute_ran=false, with rationale).

Figures / tables: Table
C1a
Reported
GRIN2A c.1845C>A -> p.Asn615Lys, missense
Reproduced
c.1845: WT codon AAC(Asn)->AAA(Lys) on NM_001134407.3 = p.Asn615Lys, missense
exact
C1b
Reported
GRIN2A c.652C>T -> p.Gln218Ter, nonsense
Reproduced
c.652: CAG(Gln)->TAG(stop) = p.Gln218Ter, nonsense
exact
C1c
Reported
GRIN2B c.2044C>T -> p.Arg682Cys, missense
Reproduced
c.2044: CGC(Arg)->TGC(Cys) on NM_000834.5 = p.Arg682Cys, missense
exact
C1d
Reported
GRIN2B c.803_804delCA -> p.Thr268fs, frameshift
Reproduced
deleted bases 'CA' present at c.803_804; 2-nt del -> frameshift at Thr268
exact
C1e
Reported
GRIN2B c.411+1G>A, splice donor
Reproduced
c.411+1 = canonical +1 donor dinucleotide position
exact
C1f
Reported
GRIN2B c.2360-2A>G, splice acceptor
Reproduced
c.2360-2 = canonical -2 acceptor dinucleotide position
exact
C2a
Reported
GluN2A Asn615 at conserved/critical M2 'N-site'
Reproduced
N615 identical in 3/3 motif-anchored orthologs (human/mouse/rat)
within tolerance
C2b
Reported
GluN2B Arg682 at conserved position
Reproduced
R682 identical in 3/3 motif-anchored orthologs (human/mouse/rat)
within tolerance

Assessments & scoring basis

Each contributor’s verdict, the per-question basis, and the auditable, itemised worksheet behind it.

No assessment has been recorded yet.
🤝
Reproduced automatically — and fairly

Automated reproduction checks whether a published result can be regenerated from the paper’s described methods and shared data. When something does not reproduce, that is not a claim of error or misconduct — most often it reflects under-described methods, software or environment differences, or gaps in data access, and some of the pre-print papers in the queue may carry issues their authors had no part in. The goal is shared awareness that rigorous, fully-described methods help everyone — never a judgement of any author.

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Reproduction footprint

claude-opus-4-8

Measured resources invested to assess this paper — sanitised (machine class only, no job ids/paths). Compute = HPC accounting (SLURM); tokens = the AI agent's session.

203.6 k
tokens (I/O) · 8.4 M incl. cache
38 min
runtime
Per-job HPC accounting not captured for this run — the runtime shown is the reproduction’s measured wall-clock time.