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Prognostic importance of NT-proBNP following high-risk myocardial infarction in the PARADISE-MI Trial

2022· article· en· W4306251135 on OpenAlexaff
Karola Jering, B Claggett, Michael Pfeffer, Claire Granger, Lars Køber, Eldrin F. Lewis, Aldo P. Maggioni, Douglas L. Mann, John J.V. McMurray, M F Prescott, Joëlle Rouleau, Scott D. Solomon, Philippe Gabríel Steg, Dirk von Lewinski, Eugene Braunwald

Bibliographic record

VenueEuropean Heart Journal · 2022
Typearticle
Languageen
FieldMedicine
TopicHeart Failure Treatment and Management
Canadian institutionsMontreal Heart Institute
Fundersnot available
KeywordsMedicineInternal medicineCardiologyKillip classMyocardial infarctionHeart failureInterquartile rangeValsartanNatriuretic peptideClinical endpointEjection fractionAtrial fibrillationRandomized controlled trialBlood pressure

Abstract

fetched live from OpenAlex

Abstract Background/Introduction N-terminal pro-B-type natriuretic peptide (NT-proBNP) is a marker of ventricular wall stress and a potent predictor of death and heart failure (HF) across multiple populations (from healthy insurance applicants to various disease entities). Purpose To evaluate the prognostic importance of NT-proBNP in patients with acute myocardial infarction (AMI) complicated by left ventricular systolic dysfunction, pulmonary congestion, or both and ≥1 of 8 predefined risk-augmenting factors (age ≥70 years, diabetes, previous MI, eGFR <60 ml/min/1.73 m2, atrial fibrillation, LVEF <30%, Killip class III/IV, or ST elevation MI without reperfusion) enrolled in PARADISE-MI. Methods Patients were randomized to sacubitril/valsartan 200mg or ramipril 5mg twice daily within 0.5 to 7 days of presenting with an AMI. Patients with prior HF were excluded. NT-proBNP and high-sensitivity troponin T (hsTnT) were collected at randomization in a prespecified sub-study of 1129 patients. The primary endpoint of PARADISE-MI was a time-to-first composite of cardiovascular (CV) death or incident HF (hospitalization or outpatient symptomatic HF); secondary endpoints included all-cause death and the composite of fatal or non-fatal MI or stroke. Results Median NT-proBNP was 1757 pg/ml [interquartile range, 896–3462 pg/ml] at randomization (4.0±1.8 days after presentation with the index MI). Patients with higher NT-proBNP levels at baseline were older, more commonly women and more frequently had hypertension, atrial fibrillation, renal dysfunction, and pulmonary congestion at randomization (all p<0.001). NT-proBNP concentrations were only weakly correlated with levels of hsTnT at randomization (r=0.38, p<0.001). NT-proBNP at baseline was strongly associated with the primary composite endpoint (adjusted HR 1.45 per doubling NT-proBNP; 95% CI, 1.23–1.70), independent of clinical variables as well as hsTnT (Figure). NT-proBNP was also independently associated with all-cause death (aHR 1.74; 95% CI, 1.38–2.21) and fatal or non-fatal MI or stroke (aHR 1.24; 95% CI, 1.05–1.45). The relative effect of sacubitril/valsartan versus ramipril on the primary composite endpoint was not statistically different across the spectrum of NT-proBNP (p-interaction = 0.46). Conclusions When assessed within the first week of a high risk AMI NT-proBNP is not only associated with incident HF and death but also with atherosclerotic events and provides prognostic information that is independent of hsTnT in this post AMI population. Funding Acknowledgement Type of funding sources: None.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0010.002
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 head0.032
GPT teacher head0.285
Teacher spread0.253 · 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".

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Citations0
Published2022
Admission routes1
Has abstractyes

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