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Record W4200179740 · doi:10.2147/cpaa.s288842

Pharmacological Profile of Viltolarsen for the Treatment of Duchenne Muscular Dystrophy: A Japanese Experience

2021· review· en· W4200179740 on OpenAlexafffundabout
Rohini Roy Roshmi, Toshifumi Yokota

Bibliographic record

VenueClinical Pharmacology Advances and Applications · 2021
Typereview
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMuscle Physiology and Disorders
Canadian institutionsUniversity of Alberta
FundersCanadian Institutes of Health ResearchMuscular Dystrophy CanadaAlberta InnovatesAlberta Innovates - Health SolutionsWomen and Children's Health Research InstituteChildren's Health Research Institute
KeywordsDuchenne muscular dystrophyExon skippingDystrophinMedicineMuscular dystrophyMuscle disorderClinical trialExonBioinformaticsInternal medicineGeneticsGeneBiology

Abstract

fetched live from OpenAlex

Abstract: Duchenne muscular dystrophy (DMD) is a fatal, X-linked recessive disorder characterized by progressive muscle loss and cardiorespiratory complications. Mutations in the DMD gene that eliminate the production of dystrophin protein are the underlying causes of DMD. Viltolarsen is a drug of phosphorodiamidate morpholino oligomer (PMO) chemistry, designed to skip exon 53 of the DMD gene. It aims to produce truncated but partially functional dystrophin in DMD patients and restore muscle function. Based on a preclinical study showing the ability of antisense PMOs targeting the DMD gene to improve muscle function in a large animal model, viltolarsen was developed by Nippon Shinyaku and the National Center of Neurology and Psychiatry in Japan. Following clinical trials conducted in Japan, Canada, and the United States showing significant improvements in muscle function, viltolarsen was approved for medical use in Japan in March 2020 and the United States in August 2020, respectively. Viltolarsen is a mutation-specific drug and will work for 8% of the persons with DMD who carry mutations amenable to exon 53 skipping. This review summarizes the pharmacological profile of viltolarsen, important clinical trials, and challenges, focusing on the contribution of Japanese patients and researchers in its development. Keywords: phosphorodiamidate morpholino oligomer, exon skipping, dystrophin, efficacy, timeline, safety

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.996
Threshold uncertainty score0.645

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.074
GPT teacher head0.476
Teacher spread0.403 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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

Citations24
Published2021
Admission routes3
Has abstractyes

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