MétaCan
Menu
Back to cohort
Record W4408955746 · doi:10.1155/humu/9301465

Variants in CAPN3 Causing Autosomal Dominant Limb–Girdle Muscular Dystrophy Combined With Calpain‐3 Deficiency

2025· article· en· W4408955746 on OpenAlexaff
Thomas Krag, Emily Nasho, Lauren Brady, Camille Verebi, France Leturcq, Edoardo Malfatti, Morten Dunø, Mark A. Tarnopolsky, John Vissing

Bibliographic record

VenueHuman Mutation · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicCalpain Protease Function and Regulation
Canadian institutionsMcMaster University Medical Centre
Fundersnot available
KeywordsLimb-girdle muscular dystrophyBiologyMuscular dystrophyGeneticsCalpainPectoral girdleAnatomyMutationGene

Abstract

fetched live from OpenAlex

Abstract: Limb–girdle muscular dystrophy Type 2A/R1 or calpain‐3 deficiency is the most common autosomal recessive limb–girdle muscular dystrophy. However, in recent years, autosomal dominant cases and families with calpain‐3 deficiency have been reported, and there is an emerging interest in looking for single variants in the calpain‐3 gene in mildly to moderately affected patients with limb–girdle muscular dystrophy without biallelic gene variants in CAPN3. Here, we report four cases with creatine kinase levels above 1500 U/L, mild‐to‐moderate proximal weakness, waddling gait, and scapular winging. Two patients, a son and his father, are heterozygous for the CAPN3 variant c.304C>T; p.(Pro102Ser), which has previously been reported in patients with compound heterozygous variants in CAPN3. The third and fourth patients were heterozygous for c.1371C>G; p.(Asn457Lys) and c.1490C>T; p.Ala497_Glu508del, respectively, neither of which has been reported before. All four patients had a near‐complete loss of calpain‐3 as determined by western blotting. While inherited autosomal dominant calpainopathy has now been firmly established, additional single cases of dominant calpainopathy are likely to emerge; some will be associated with clinical findings from parents or siblings, while others will arise from spontaneous mutations, but nevertheless with similar clinical findings of mild‐to‐moderate proximal weakness, increased level of creatine kinase, and near‐complete loss of calpain‐3 protein in affected individuals. This report expands the known number of variants causing dominant calpainopathy from 8 to 11 that appears to exclusively reside in two out of four domains that make up calpain‐3. This information could aid in determining whether a CAPN3 variant of unknown significance is pathological.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0020.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0030.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.237
Teacher spread0.231 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueHuman MutationSame topicCalpain Protease Function and RegulationFrench-language works237,207