Early Post-PCI Inflammatory Risk Score for Diastolic Dysfunction: Development and Internal Validation (TRIPOD-Compliant)

Background and Objectives: Diastolic dysfunction (DD) is a frequent complication following percutaneous coronary intervention (PCI) in patients with acute coronary syndrome (ACS), potentially contributing to adverse outcomes. This study aimed to investigate the association between post-procedural inflammatory markers and the severity of DD and to propose a preliminary risk score for early prediction. Materials and Methods: We retrospectively analyzed 181 ACS patients undergoing PCI, assessing C-reactive protein (CRP), leukocyte, neutrophil counts, and N-terminal pro-B-type natriuretic peptide (NT-proBNP) measured 24–48 h post-PCI. Echocardiographic DD grading was performed according to ASE/EACVI guidelines. Spearman correlation, ordinal regression, and decision-curve analysis were used to evaluate predictive performance. Results: CRP correlated with DD severity (ρ = 0.232, p = 0.002) and showed a borderline independent association (OR 1.004, 95% CI 0.999–1.009, p = 0.081). NT-proBNP correlated positively with both CRP and DD severity, while leukocyte and neutrophil counts were not significant. A three-parameter risk score (CRP > 10 mg/L, NT-proBNP > 125 pg/mL, age ≥ 65 years) identified patients at higher risk of moderate-to-severe DD (score ≥ 2: sensitivity 62%, specificity 71%). Decision-curve analysis demonstrated clinical utility in guiding post-PCI monitoring. Conclusions: A simple 0–3 point score combining age, CRP, and NT-proBNP showed potential for early identification of patients at risk of moderate-to-severe diastolic dysfunction after PCI. While the model demonstrated acceptable discrimination and calibration, its single-center design, limited sample size, and timing of biomarker assessment warrant cautious interpretation. External validation in larger, multicenter cohorts is required before clinical application.

Authors

Institutions

Publication Details

Journal
Applied Sciences
Published
2025-09-13
DOI
https://doi.org/10.3390/app151810018
Citations
1
Primary Topic
Cardiovascular Disease and Adiposity
Type
article
Field-Weighted Citation Impact
1.39
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Early Post-PCI Inflammatory Risk Score for Diastolic Dysfunction: Development and Internal Validation (TRIPOD-Compliant)

Mircea Ioachim Popescu, Mădălina Ioana Moisi, Timea Claudia Ghitea, Evelin Claudia Ghiţea et al.
1 citations
Applied Sciences
Cardiovascular Disease and Adiposity
1.39
article

Early Post-PCI Inflammatory Risk Score for Diastolic Dysfunction: Development and Internal Validation (TRIPOD-Compliant)

Mircea Ioachim Popescu, Mădălina Ioana Moisi, Timea Claudia Ghitea, Evelin Claudia Ghiţea, Alexandra Manuela Buzle, Marc Cristian Ghitea, Maria Flavia Gîtea, Priscilla Matache
article en
1 citations

Abstract

Background and Objectives: Diastolic dysfunction (DD) is a frequent complication following percutaneous coronary intervention (PCI) in patients with acute coronary syndrome (ACS), potentially contributing to adverse outcomes. This study aimed to investigate the association between post-procedural inflammatory markers and the severity of DD and to propose a preliminary risk score for early prediction. Materials and Methods: We retrospectively analyzed 181 ACS patients undergoing PCI, assessing C-reactive protein (CRP), leukocyte, neutrophil counts, and N-terminal pro-B-type natriuretic peptide (NT-proBNP) measured 24–48 h post-PCI. Echocardiographic DD grading was performed according to ASE/EACVI guidelines. Spearman correlation, ordinal regression, and decision-curve analysis were used to evaluate predictive performance. Results: CRP correlated with DD severity (ρ = 0.232, p = 0.002) and showed a borderline independent association (OR 1.004, 95% CI 0.999–1.009, p = 0.081). NT-proBNP correlated positively with both CRP and DD severity, while leukocyte and neutrophil counts were not significant. A three-parameter risk score (CRP > 10 mg/L, NT-proBNP > 125 pg/mL, age ≥ 65 years) identified patients at higher risk of moderate-to-severe DD (score ≥ 2: sensitivity 62%, specificity 71%). Decision-curve analysis demonstrated clinical utility in guiding post-PCI monitoring. Conclusions: A simple 0–3 point score combining age, CRP, and NT-proBNP showed potential for early identification of patients at risk of moderate-to-severe diastolic dysfunction after PCI. While the model demonstrated acceptable discrimination and calibration, its single-center design, limited sample size, and timing of biomarker assessment warrant cautious interpretation. External validation in larger, multicenter cohorts is required before clinical application.

Applied SciencesVol. 15(18)
University of Oradea (RO), Clinical Emergency Hospital Bucharest (RO)
Openalex Percentile: Top 15%
Cardiovascular Disease and Adiposity
1.39
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.