MétaCan
Menu
Back to cohort
Record W4416679916 · doi:10.1186/s13395-025-00400-7

Complement-independent pathogenic influences of anti-HMGCR + and anti-SRP + immune-mediated necrotizing myopathy autoantibodies on engineered muscle function

2025· article· en· W4416679916 on OpenAlexaff
Heta Lad, Yekaterina Tiper, Ernest Myguel Esteban, Manish Kumar Singh, Alexandrine Mahoudeau, Zhuoye Xie, B. Tendrel, Yves Allenbach, Olivier Benveniste, Penney M. Gilbert

Bibliographic record

VenueSkeletal Muscle · 2025
Typearticle
Languageen
FieldMedicine
TopicInflammatory Myopathies and Dermatomyositis
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsAutoantibodyFunction (biology)Complement (music)MyopathyComplement systemMuscle diseaseMyocyte

Abstract

fetched live from OpenAlex

BACKGROUND: Immune-mediated necrotizing myopathy (IMNM) is a subgroup of idiopathic inflammatory myopathies associated with anti-signal recognition particle (SRP) or anti-3-hydroxy-3-methylglutaryl-CoA reductase (HMGCR) autoantibodies. The direct pathogenic effects of IMNM patient autoantibodies on skeletal muscle contractile force, independent of the downstream activation of the complement pathway, remain understudied. METHODS: (n = 7) autoantibodies and delivered in complement inactivated media for 4 days. hMMT function was then evaluated by quantifying the peak force and contraction kinetics in response to electrical field stimulation, followed by histological analysis of muscle cell gross morphology and sarcomere structure. To determine whether IgG from IMNM patients can enter muscle cells, 2-D myotube cultures were treated with donor total IgG delivered in complement replete media for 36 h, and then analyzed using immunostaining and confocal microscopy. RESULTS: Exposure to total IgGs isolated from a subset of IMNM patients induced a decline in hMMT twitch and tetanus contractile force and were associated with sarcomere fragility and slowed muscle cell contraction and relaxation rates. Pathogenic influences on hMMT force generation were observed at a greater frequency in response to total IgGs isolated from IMNM patients with anti-HMGCR + autoantibodies. Substantial intracellular human IgG staining was observed in conditions where myotubes were treated with total IgGs from IMNM patients. CONCLUSIONS: This study demonstrates that total IgGs isolated from IMNM patients have the aberrant capacity to enter muscle cells in the absence of complement. Further, a subset of patient IgGs exert direct pathogenic influences on engineered muscle contractile function that are independent of the complement system. Together, these findings have important implications for the advancement of IMNM precision medicine therapies.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.009
GPT teacher head0.245
Teacher spread0.236 · 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 designBench or experimental
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

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueSkeletal MuscleSame topicInflammatory Myopathies and DermatomyositisFrench-language works237,207