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Record W4399361735 · doi:10.1016/j.rec.2024.05.006

NT-proBNP in systemic right ventricles: a new cutoff level for risk stratification?

2024· article· en· W4399361735 on OpenAlexaff
Fabian Tran, Francisco Javier Ruperti‐Repilado, Philip Haaf, Pedro López‐Ayala, Matthias Greutmann, Markus Schwerzmann, Judith Bouchardy, Harald Gabriel, Dominik Stambach, Juerg Schwitter, Kerstin Wustmann, Michael Freese, Christian Mueller, Daniel Tobler

Bibliographic record

VenueRevista Española de Cardiología (English Edition) · 2024
Typearticle
Languageen
FieldMedicine
TopicPulmonary Hypertension Research and Treatments
Canadian institutionsUniversity of Ottawa
FundersIdorsia PharmaceuticalsCentre Hospitalier Universitaire VaudoisSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungSchweizerische HerzstiftungUniversität BaselSanofiNational Science FoundationBayer HealthCareAmgen
KeywordsMedicineInterquartile rangeInternal medicineHazard ratioCardiologyProportional hazards modelNatriuretic peptideEjection fractionHeart failureQuartilePercentileRisk stratificationCutoffConfidence intervalStatistics

Abstract

fetched live from OpenAlex

Introduction and objectives: The role of N-terminal pro-B-type natriuretic peptide (NT-proBNP) in the risk prediction of patients with systemic right ventricles (sRV) is not well defined. The aim of this study was to analyze the prognostic value of NT-proBNP in patients with an sRV. Methods: The prognostic value of NT-proBNP was assessed in 98 patients from the SERVE trial. We used an adjusted Cox proportional hazards model, survival analysis, and c-statistics. The composite primary outcome was the occurrence of clinically relevant arrhythmia, heart failure, or death. Correlations between baseline NT-proBNP values and biventricular volumes and function were assessed by adjusted linear regression models. Results: The median age [interquartile range] at baseline was 39 [32-48] years and 32% were women. The median NT-proBNP was 238 [137-429] ng/L. Baseline NT-proBNP concentrations were significantly higher among the 20 (20%) patients developing the combined primary outcome compared with those who did not (816 [194-1094] vs 205 [122-357]; P = .003). In patients with NT-proBNP concentrations > 75th percentile (> 429 ng/L), we found an exponential increase in the sex- and age-adjusted hazard ratio for the primary outcome. The prognostic value of NT-proBNP was comparable to right ventricular ejection fraction and peak oxygen uptake on exercise testing (c-statistic: 0.71, 0.72 and 0.71, respectively). Conclusions: In patients with sRVs, NT-proBNP concentrations correlate with sRV volumes and function and may serve as a simple tool for predicting adverse outcomes. Introducción y objetivos: El objetivo de este estudio es analizar el valor pronóstico de la fracción aminoterminal del péptido natriurético cerebral (NT-proBNP) en pacientes con ventrículo derecho sistémico (VDs). Métodos: El valor pronóstico del NT-proBNP se evaluó en 98 pacientes del ensayo clínico SERVE. Se empleó un modelo de riesgos proporcionales de Cox ajustado, análisis de supervivencia y estadístico c. El onbjetivo primario compuesto fue la ocurrencia de arritmia clínicamente relevante, insuficiencia cardiaca o muerte. Como objetivos secundarios se evaluaron las correlaciones entre los valores basales de NT-proBNP y los volúmenes y la función biventriculares mediante modelos de regresión lineal ajustados. Resultados: La mediana [intervalo intercuartílico] de edad al inicio fue de 39 [32-48] años y el 32% eran mujeres. La mediana de NT-proBNP fue de 238 [137-429] ng/l. Las cifras basales de NT-proBNP fueron significativamente más altas entre los 20 pacientes (20%) que cumplían el objetivo primario combinado (816 [194-1.094] frente a 205 [122-357]; p = 0,003). En pacientes con valores de NT-proBNP superiores al percentil 75 (> 429 ng/l), se halló un aumento exponencial en la razón de riesgos ajustada por sexo y edad para el resultado primario. El valor pronóstico del NT-proBNP fue comparable al de la fracción de eyección del ventrículo derecho y al del consumo máximo de oxígeno en la prueba de esfuerzo (estadístico c, 0,71, 0,72 y 0,71 respectivamente). Conclusiones: En pacientes con VDs, los valores de NT-proBNP se correlacionan con los volúmenes y la función ventriculares y pueden ser un medio útil para la estratificación del riesgo.

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)0.004
metaresearch head score (Gemma)0.008
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 score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.001

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 head0.030
GPT teacher head0.300
Teacher spread0.270 · 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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Citations2
Published2024
Admission routes1
Has abstractyes

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