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Record W3036855440 · doi:10.1161/jaha.120.016033

Novel Biomarkers, ST‐Elevation Resolution, and Clinical Outcomes Following Primary Percutaneous Coronary Intervention

2020· article· en· W3036855440 on OpenAlexaff
Jay Shavadia, Christopher B. Granger, Wendimagegn Alemayehu, Cynthia M. Westerhout, Thomas J. Povsic, Sean van Diepen, Christopher R. deFilippi, Paul W. Armstrong

Bibliographic record

VenueJournal of the American Heart Association · 2020
Typearticle
Languageen
FieldMedicine
TopicAcute Myocardial Infarction Research
Canadian institutionsCanadian VIGOUR CentreUniversity of SaskatchewanUniversity of Alberta
Fundersnot available
KeywordsMedicineTIMIInterquartile rangeCardiologyPercutaneous coronary interventionInternal medicineMyocardial infarctionPlatelet activationVon Willebrand factorPlatelet

Abstract

fetched live from OpenAlex

Background Despite restoration of epicardial flow following primary percutaneous coronary intervention ( PPCI ), microvascular reperfusion as reflected by ST ‐elevation resolution ( ST ‐ ER ) resolution remains variable and its pathophysiology remains unclear. Methods and Results Using principal component analyses, we explored associations between 91 serum biomarkers drawn before PPCI clustered into 14 pathobiologic processes (including NT‐ pro BNP [N‐terminal pro‐B‐type natriuretic peptide] as an independent cluster), and (1) ST ‐ ER resolution ≥50% versus <50%; and (2) 90‐day composite of death, shock, and heart failure. Network analyses were performed to understand interbiomarker relationships between the ST ‐ ER groups. Among the 1160 patients studied, 861 (74%) had ST ‐ ER ≥50% at a median 40 (interquartile range, 23–70) minutes following PPCI , yet both groups had comparable post‐ PPCI TIMI (Thrombolysis in Myocardial Infarction) grade 3 flow (86.6% versus 82.9%; P =0.25). ST ‐ ER ≥50% was associated with significantly lower pre‐ PPCI concentrations of platelet activation cluster (particularly P‐selectin, von Willebrand factor, and platelet‐derived growth factor A) and NT‐ pro BNP , including after risk adjustment. Across both ST ‐ ER groups, strong interbiomarker relationships were noted between pathways indicative of myocardial stretch, platelet activation, and inflammation, whereas with ST ‐ ER <50% correlations between iron homeostasis and inflammation were observed. Of all 14 biomarker clusters, only NT ‐pro BNP was significantly associated with the 90‐day clinical composite. Conclusions Suboptimal ST ‐ ER is common despite achieving post‐ PPCI TIMI grade 3 flow. The cluster of platelet activation proteins and NT‐ pro BNP were strongly correlated with suboptimal ST ‐ ER and NT‐ pro BNP was independently associated with 90‐day outcomes. This analysis provides insights into the pathophysiology of microvascular reperfusion in ST ‐segment–elevation myocardial infarction and suggests novel pre‐ PPCI risk targets potentially amenable to enhancing tissue‐level reperfusion following PPCI .

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)0.003
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 score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.038
GPT teacher head0.361
Teacher spread0.323 · 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

Citations10
Published2020
Admission routes1
Has abstractyes

Explore more

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