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Record W4405133589 · doi:10.1101/2024.12.04.626782

A feline model of human LDLR-related atherosclerosis

2024· preprint· en· W4405133589 on OpenAlexaff
Marjo K. Hytönen, Veera Karkamo, Sruthi Hundi, Niina Airas, Maria Kaukonen, Antti Sukura, Leslie A. Lyons, Ilona Kareinen, Hannes Lohi

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldImmunology and Microbiology
TopicAtherosclerosis and Cardiovascular Diseases
Canadian institutionsMaRS
Fundersnot available
KeywordsLDL receptorBusinessInternal medicineMedicineCholesterolLipoprotein

Abstract

fetched live from OpenAlex

Background: Atherosclerosis, a chronic inflammatory vascular disease driven by the accumulation of LDL-derived cholesterol on arterial walls, is the leading cause of mortality worldwide but is rare in animals. We recently identified spontaneous atherosclerosis in the Korat cat breed, characterized by severe hypercholesterolemia and clinical signs of congestive heart failure, ultimately leading to death. Histopathological examination revealed lesions similar to those observed in human atherosclerosis. Given the close genetic relationship among affected cats, we hypothesized a genetic basis for the condition. Methods: We expanded our sample recruitment and employed whole genome sequencing to identify genetic variants associated with the condition. Results: We identified a homozygous XM_003981898.6:c.2406G>A variant specific to the cases in the LDLR gene. This variant is predicted to result in a premature stop codon, XP_003981947.3:p.Trp758*, leading to a truncated LDLR protein that lacks the last 108 amino acids, including the transmembrane and intracellular C-terminal domains. Genotyping this LDLR variant in an additional cohort of 309 Korat cats confirmed its segregation and revealed new affected cats for clinical follow-up. In silico analyses demonstrated that the identified variant appears optimal for gene-editing-based therapeutics. Conclusions: This is the first report of a spontaneous atherosclerosis animal model with an LDLR variant, the most common gene associated with familial hypercholesterolemia in humans. Given that PCSK9, another known hypercholesterolemia gene, has been lost in many mammalian genomes, including cats, our study provides an exciting double knockout model for human atherosclerosis. The affected Korats may also serve as a valuable model for DNA base editing therapeutics.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.021

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.019
GPT teacher head0.219
Teacher spread0.200 · 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 designBench or experimental
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

Citations1
Published2024
Admission routes1
Has abstractyes

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