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Record W4388846613 · doi:10.33590/emjneurol/10300734

A Review of Oral Fixed-Dose Sodium Phenylbutyrate and Ursodoxicoltaurine in People with Amyotrophic Lateral Sclerosis

2023· review· en· W4388846613 on OpenAlexaboutno aff
Eleanor Roberts

Bibliographic record

VenueEMJ Neurology · 2023
Typereview
Languageen
FieldMedicine
TopicAmyotrophic Lateral Sclerosis Research
Canadian institutionsnot available
FundersNational Institutes of HealthMuscular Dystrophy Association
KeywordsAmyotrophic lateral sclerosisPlaceboMedicinePhenylbutyrateInternal medicineClinical endpointNeuroinflammationRandomized controlled trialDiseasePathology

Abstract

fetched live from OpenAlex

Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease that is estimated to affect approximately 300,000 individuals worldwide. From symptom onset, the disease has rapid progression, and typically leads to death in approximately 3 years, though there is wide phenotypic variability. ALS pathophysiology is probably driven by several cellular and molecular mechanisms, including endoplasmic reticulum (ER) dysfunction, apoptosis, oxidative stress, impaired intracellular transport, neuroinflammation, and defective RNA metabolism and protein homeostasis. Several agents that target these pathways are in development, and a few are approved in certain regions. A fixed-dose combination of sodium phenylbutyrate and ursodoxicoltaurine (PB and TURSO, also known as AMX0035) was developed to target ER stress and mitochondrial dysfunction. This combination was approved for the treatment of ALS in the USA and Canada in 2022, following findings from the CENTAUR trial. CENTAUR was a Phase II trial comprising a 24-week randomised placebo-controlled phase and an open-label extension (OLE) phase. Treatment with PB and TURSO significantly slowed the rate of functional decline over 24 weeks compared with placebo, meeting the primary endpoint of the study. Over long-term follow-up, median survival duration was about 4.8 months longer in the group originally randomised to PB and TURSO, compared with the group originally randomised to placebo. PHOENIX, a Phase III trial of PB and TURSO planned to be completed in 2024, includes a 48-week randomised controlled phase, followed by an OLE. The PHOENIX trial is expected to provide additional insights regarding the effects of PB and TURSO in ALS.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0020.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.096
GPT teacher head0.358
Teacher spread0.262 · 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 designSystematic review
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

Citations0
Published2023
Admission routes1
Has abstractyes

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