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Record W4367668438 · doi:10.1093/eurheartj/ehad197

2023 Update on European Atherosclerosis Society Consensus Statement on Homozygous Familial Hypercholesterolaemia: new treatments and clinical guidance

2023· article· en· W4367668438 on OpenAlexafffund
Marina Cuchel, Frederick J. Raal, Robert A. Hegele, Khalid Al‐Rasadi, Marcello Arca, Maurizio Averna, Éric Bruckert, Tomáš Freiberger, Daniel Gaudet, Mariko Harada‐Shiba, Lisa C. Hudgins, Meral Kayıkçıoğlu, L. Masana, Klaus G. Parhofer, Jeanine E. Roeters van Lennep, Raúl D. Santos, Erik S.G. Stroes, Gerald F. Watts, Albert Wiegman, Jane K. Stock, Lâle Tokgözoğlu, Alberico L. Catapano, Kausik K. Ray

Bibliographic record

VenueEuropean Heart Journal · 2023
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsUniversité de MontréalUniversité du Québec à ChicoutimiWestern University
FundersEsperion TherapeuticsSilence TherapeuticsGlaxoSmithKlineHLS TherapeuticsSwedish Orphan BiovitrumServierDaiichi-SankyoAmryt PharmaAstellas PharmaRegeneron PharmaceuticalsMylanIonis PharmaceuticalsAstraZenecaAmarin CorporationREGENXBIODanoneAlexion PharmaceuticalsKowa CompanySanofiAmgenPfizerEli Lilly and CompanyIronwood Pharmaceuticals, IncorporatedMedpaceUltragenyx Pharmaceutical
KeywordsMedicineFamilial hypercholesterolemiaGenetic testingStatement (logic)Lipoprotein(a)Intensive care medicineFamily medicinePhysical therapyPediatricsInternal medicineLipoproteinCholesterol

Abstract

fetched live from OpenAlex

This 2023 statement updates clinical guidance for homozygous familial hypercholesterolaemia (HoFH), explains the genetic complexity, and provides pragmatic recommendations to address inequities in HoFH care worldwide. Key strengths include updated criteria for the clinical diagnosis of HoFH and the recommendation to prioritize phenotypic features over genotype. Thus, a low-density lipoprotein cholesterol (LDL-C) >10 mmol/L (>400 mg/dL) is suggestive of HoFH and warrants further evaluation. The statement also provides state-of-the art discussion and guidance to clinicians for interpreting the results of genetic testing and for family planning and pregnancy. Therapeutic decisions are based on the LDL-C level. Combination LDL-C-lowering therapy-both pharmacologic intervention and lipoprotein apheresis (LA)-is foundational. Addition of novel, efficacious therapies (i.e. inhibitors of proprotein convertase subtilisin/kexin type 9, followed by evinacumab and/or lomitapide) offers potential to attain LDL-C goal or reduce the need for LA. To improve HoFH care around the world, the statement recommends the creation of national screening programmes, education to improve awareness, and management guidelines that account for the local realities of care, including access to specialist centres, treatments, and cost. This updated statement provides guidance that is crucial to early diagnosis, better care, and improved cardiovascular health for patients with HoFH worldwide.

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)0.005
metaresearch head score (Gemma)0.021
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.024
Threshold uncertainty score0.079

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.021
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0030.002
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0080.006
Insufficient payload (model declined to judge)0.0240.022

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 head0.101
GPT teacher head0.360
Teacher spread0.259 · 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 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

Citations331
Published2023
Admission routes2
Has abstractyes

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