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Record W4387253116 · doi:10.1161/atvb.43.suppl_1.116

Abstract 116: Variation In Lipoprotein (a) Level Reduction With Potent Lipid Lowering: An Analysis Of The Cholesterol Reduction And Residual Risk In Diabetes Study

2023· article· en· W4387253116 on OpenAlexaff
Adedoyin Akinlonu, Michael B. Boffa, Chen Lyu, Judy Zhong, Manila Jindal, Cindy Bredefeld, Jonathan Newman, Edward A. Fisher, Marlys L. Koschinsky, Ira J. Goldberg, Jeffrey S. Berger

Bibliographic record

VenueArteriosclerosis Thrombosis and Vascular Biology · 2023
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsBerger (Canada)Western University
Fundersnot available
KeywordsInternal medicineMedicineLipoprotein(a)Apolipoprotein BEndocrinologyEzetimibeType 2 diabetesStatinAtorvastatinEvolocumabLipoproteinDiabetes mellitusCholesterolApolipoprotein A1

Abstract

fetched live from OpenAlex

Introduction: Lipoprotein (a) [Lp(a)] is a recognized risk factor for ASCVD and a driver of residual risk. Proprotein Convertase Subtilisin/Kexin Type 9 inhibitors (PCSK9i) modestly decrease Lp(a) by ≈ 15%. However, there is significant heterogeneity in Lp(a) lowering response to PCSK9i. We hypothesize that the apolipoprotein a [apo(a)] isoform size is responsible for the variable response in Lp(a) lowering. Methods: We examined the change in Lp(a) levels from baseline in the Cholesterol Reduction and Residual Risk (CHORD) study. Participants with and without diabetes—all with LDL-C >100mg/dl—received potent lipid lowering therapy (LLT) for 30 days with (1) Evolocumab 140mg q 14 days, and (2) atorvastatin 80mg/day (or ezetimibe 10mg/day if already on a statin or statin intolerant). Lp(a) level was measured in the clinical lab. The apo(a) isoform size was measured by denaturing agarose gel electrophoresis followed by western blotting. Results: Among 87 participants (median age 53, 59% [51 of 87] female, 54% [47 of 87] diabetes), median Lp(a) was 35 mg/dl at baseline and 25 mg/dl at 30 days (P<0.01). Among 47 participants with a high Lp(a) at baseline (>30mg/dl), there was an average 14% reduction in Lp(a) from baseline to 30 days with considerable heterogeneity in response (Figure 1A). While baseline Lp(a) Level was not correlated with change in Lp(a) (Figure 1B), there was an inverse correlation between major isoform size and Lp(a) reduction (r= -0.64, P<0.001) (Figure 1C). After adjustment for age, sex, race/ethnicity, diabetes, and type of LLT, major isoform size was significantly associated with change in Lp(a) (Beta 0.96, 95% CI 0.94 to 0.98, P<0.001). An apo(a) isoform size of 18 discriminated the response of Lp(a) levels to LLT (isoform size ≥18 - 20% [14 to 26] reduction, isoform <18 - 5% [-8 to 19] increase). Conclusion: Our data indicate considerable variation in Lp(a) reduction with potent LLT, and that apo(a) isoform size is strongly associated with this variability.

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)0.003
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.039
GPT teacher head0.287
Teacher spread0.248 · 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 designObservational
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

Citations0
Published2023
Admission routes1
Has abstractyes

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