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Record W2763968521 · doi:10.1093/eurheartj/ehx493.5938

5938Efficacy of evinacumab in homozygous familial hypercholesterolemia patients with null or non-null LDL-receptor mutations and on various background therapies

2017· article· en· W2763968521 on OpenAlexaff
G. Kees Hovingh, Daniel A. Gipe, Zahid Ahmad, Marina Cuchel, Prediman K. Shah, Kuang-Yuh Chyu, Robert Pordy, William J. Sasiela, Kuo‐Chen Chan, Étienne Khoury, Daniel Gaudet

Bibliographic record

VenueEuropean Heart Journal · 2017
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsMedicineFamilial hypercholesterolemiaNull (SQL)LDL receptorNull alleleInternal medicineGeneticsCholesterolLipoproteinGenePhenotype

Abstract

fetched live from OpenAlex

Background: Patients with homozygous familial hypercholesterolemia (HoFH) are characterized by extremely elevated plasma LDL-C that is refractory to most lipid-lowering therapies (LLTs), putting them at very high risk for premature cardiovascular disease. Despite combination therapy, and often apheresis, HoFH patients, including those with null/null LDL-receptor (LDLR) mutations, often show little response to combination therapies including statins or PCSK9 inhibitors. Blockade of ANGPTL3 is deemed a promising therapy for HoFH, given that loss-of-function mutations in ANGPTL3 result in hypolipidemia and treatment with an ANGPTL3 inhibitor resulted in LDL-C lowering in LDL-R−/− mouse models. Purpose: To assess the efficacy of evinacumab, a monoclonal antibody against ANGPTL3, in HoFH patients, including those with LDLR null/null mutations, treated with different classes of commonly prescribed combinations of LLT. Methods: Nine HoFH patients participated in this ongoing, single-arm, open-label, proof-of-concept study (ClinicalTrial.gov NCT02265952). Current LLT was maintained from 4 weeks before baseline measurement throughout the 26-week treatment and observation period. Evinacumab was dosed as a single 250 mg SC injection at baseline and subsequently as 15 mg/kg IV at week 2. Two patients further received 450 mg SC at weeks 12, 13, 14, and 15. The primary endpoint was the mean percent change in LDL-C levels from baseline to week 4.

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)0.001
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: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.033
GPT teacher head0.298
Teacher spread0.264 · 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 designNon-randomized trial
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
Published2017
Admission routes1
Has abstractyes

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