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Record W4393344492 · doi:10.1101/2024.03.29.24304673

The recurrent deep intronic pseudoexon-inducing variant <i>COL6A1</i> c.930+189C&gt;T results in a consistently severe phenotype of COL6-related dystrophy: Towards clinical trial readiness for splice-modulating therapy

2024· preprint· en· W4393344492 on OpenAlexaff
A. Reghan Foley, Véronique Bolduc, Fady Guirguis, Sandra Donkervoort, Ying Hu, Rotem Orbach, Riley M. McCarty, Apurva Sarathy, Gina Norato, Beryl B. Cummings, Monkol Lek, Anna Sárközy, Russell J. Butterfield, Janbernd Kirschner, A. Nascimento, Daniel Natera‐de Benito, Susana Quijano‐Roy, Tanya Stojkovic, Luciano Merlini, Giacomo P. Comi, Monique M. Ryan, Denise McDonald, Pinki Munot, Grace Yoon, Edward Leung, Erika Finanger, M. Leach, James J. Collins, Cuixia Tian, Payam Mohassel, Sarah Neuhaus, Dimah Saade, Ben Cocanougher, M. L. Chu, Mena Scavina, Carla Grosmann, Randal Richardson, Brian D. Kossak, Sídney M. Gospe, Vikram Bhise, Gita Tauriņa, Baiba Lāce, M. Troncoso, Mordechai Shohat, Adel Shalata, H.S. Chan, Manu Jokela, Johanna Palmio, Göknur Haliloğlu, Cristina Jou, Corine Gartioux, Herimela Solomon-Degefa, Carolin D. Freiburg, Alvise Schiavinato, Haiyan Zhou, Sara Aguti, Yoram Nevo, Ichizo Nishino, C. Jimenez‐Mallebrera, Shireen R. Lamandé, Valérie Allamand, Francesca Gualandi, Alessandra Ferlini, Daniel G. MacArthur, Steve D. Wilton, Raimund Wagener, Enrico Bertini, Francesco Muntoni, Carsten G. Bönnemann

Bibliographic record

VenuemedRxiv · 2024
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMuscle Physiology and Disorders
Canadian institutionsUniversity of ManitobaSickKids FoundationHospital for Sick ChildrenUniversity of Toronto
FundersNational Institute of Neurological Disorders and StrokeMedical Research CouncilGenentechColgate-Palmolive CompanyNational Institutes of HealthAmerican Association for Dental, Oral, and Craniofacial ResearchDeutsche Forschungsgemeinschaft
KeywordsCollagen VIMuscular dystrophyPhenotypeGeneticsCongenital muscular dystrophyGenetic heterogeneityBiologyMedicineBioinformaticsGene

Abstract

fetched live from OpenAlex

Abstract Collagen VI-related dystrophies (COL6-RDs) manifest with a spectrum of clinical phenotypes, ranging from Ullrich congenital muscular dystrophy (UCMD), presenting with prominent congenital symptoms and characterised by progressive muscle weakness, joint contractures and respiratory insufficiency, to Bethlem muscular dystrophy, with milder symptoms typically recognised later and at times resembling a limb girdle muscular dystrophy, and intermediate phenotypes falling between UCMD and Bethlem muscular dystrophy. Despite clinical and immunohistochemical features highly suggestive of COL6-RD, some patients had remained without an identified causative variant in COL6A1 , COL6A2 or COL6A3 . With combined muscle RNA-sequencing and whole-genome sequencing we uncovered a recurrent, de novo deep intronic variant in intron 11 of COL6A1 (c.930+189C>T) that leads to a dominantly acting in-frame pseudoexon insertion. We subsequently identified and have characterised an international cohort of forty-four patients with this COL6A1 intron 11 causative variant, one of the most common recurrent causative variants in the collagen VI genes. Patients manifest a consistently severe phenotype characterised by a paucity of early symptoms followed by an accelerated progression to a severe form of UCMD, except for one patient with somatic mosaicism for this COL6A1 intron 11 variant who manifests a milder phenotype consistent with Bethlem muscular dystrophy. Characterisation of this individual provides a robust validation for the development of our pseudoexon skipping therapy. We have previously shown that splice-modulating antisense oligomers applied in vitro effectively decreased the abundance of the mutant pseudoexon-containing COL6A1 transcripts to levels comparable to the in vivo scenario of the somatic mosaicism shown here, indicating that this therapeutic approach carries significant translational promise for ameliorating the severe form of UCMD caused by this common recurrent COL6A1 causative variant to a Bethlem muscular dystrophy phenotype.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.006

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 head0.039
GPT teacher head0.338
Teacher spread0.299 · 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

Citations2
Published2024
Admission routes1
Has abstractyes

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